swarm evidence bundle

3 turns
1. create calculator.js exporting add and multiply, and calculator.test.js covering both with node:test. Do not modify package.json. 2. add a divide function to calculator.js that throws on division by zero, and cover both cases in calculator.test.js. Do not modify package.json. 3. add a percent function to calculator.js in a new file percent.js instead, exporting percentOf, and cover it in percent.test.js. Do not modify package.json.
shown below
the last turn
last task
add a percent function to calculator.js in a new file percent.js instead, exporting percentOf, and cover it in percent.test.js. Do not modify package.json.
model
local:qwen3-coder-next:latest
outcome
the loop completed, and the gates decided the rest
took
34s
cost
$0.00, a local model
session
20260824T210426-49a38a
exported
2026-08-24T21:06:55.890Z
records
119
chain head
sha256:918bd7fec2b542da88f0997365c2013c95bddaa63e3ad1e167c9705bac9d93ac
claims verified
3 of 5
coverage of changed lines
100.0%

Green is computed by the harness: it means a machine-checkable predicate was evaluated against the cited record and held. Model prose is never green. The signing key was generated for this run only, so it links nothing to a durable identity. A signature proves the bundle was not altered after it left that machine; it does not prove the machine was honest while producing it.

Gates

A gate with nothing to run reports that it had nothing to run. It does not report a pass.

not-applicabletypecheckpackage.json declares no typecheck script
not-applicablelintpackage.json declares no lint script
not-applicableformatpackage.json declares no check-only format script, and running a writing formatter as a gate would edit the tree it is judging
passedtests5 collected, 5 passed, 0 failed, 0 skipped (exit 0)
passedfile-setall 2 changed file(s) are inside the declared set of 2, and every one of them was declared before it was edited
passedplaceholderno placeholder marker was introduced by this change
passedsecret-scanno known credential pattern appears in the added lines
passeddiff-budget advisorywithin budget: 2 file(s) and 14 added line(s)

What changed

diff --git a/percent.js b/percent.js
new file mode 100644
index 0000000..c98cc32
--- /dev/null
+++ b/percent.js
@@ -0,0 +1,5 @@
+function percentOf(value, total) {
+  return (value / total) * 100;
+}
+
+module.exports = { percentOf };
diff --git a/percent.test.js b/percent.test.js
new file mode 100644
index 0000000..4f1d9a5
--- /dev/null
+++ b/percent.test.js
@@ -0,0 +1,9 @@
+const test = require('node:test');
+const assert = require('node:assert');
+const { percentOf } = require('./percent');
+
+test('percentOf calculates percentage', () => {
+  assert.strictEqual(percentOf(50, 100), 50);
+  assert.strictEqual(percentOf(10, 200), 5);
+  assert.strictEqual(percentOf(0, 100), 0);
+});

Claims

UNVERIFIEDpath-not-found

facts.exitCode == 0 && facts.pass == 2

cites record 15, tool-call, asserted against tool-call:shell

facts.pass does not exist in the cited record

VERIFIED

facts.exitCode == 0

cites record 15, tool-call, asserted against tool-call:shell

the harness evaluated the predicate against the cited tool-call:shell record and it held

UNVERIFIEDpath-not-found

facts.exitCode == 0 && facts.pass == 4

cites record 64, tool-call, asserted against tool-call:shell

facts.pass does not exist in the cited record

VERIFIED

facts.exitCode == 0

cites record 64, tool-call, asserted against tool-call:shell

the harness evaluated the predicate against the cited tool-call:shell record and it held

VERIFIED

facts.exitCode == 0

cites record 101, tool-call, asserted against tool-call:shell

the harness evaluated the predicate against the cited tool-call:shell record and it held

Evidence

0local-endpointharness2026-08-24T21:04:26.811Z

local models served from http://127.0.0.1:11434/v1, pinned by flag

provenance: user

sha256:a87567718ff7c786e700db23a7ca81703254ed3ed810dc248e9db84dc9a56158

payload
{
  "chosen": "pinned",
  "origin": "flag",
  "reason": "pinned by flag",
  "url": "http://127.0.0.1:11434/v1"
}

1calibration-preflightharness2026-08-24T21:04:26.851Z

calibration-preflight

provenance: tool-output

sha256:6851368b0517383b46bb221c659988802d9a23f1c471299366db5c8efcc1a352

payload
{
  "backend": "http://127.0.0.1:11434/v1",
  "endpoint": "http://127.0.0.1:11434/v1/models",
  "enumerated": true,
  "excluded": [],
  "failure": null,
  "models": [
    {
      "model": "local:qwen3-coder-next:latest",
      "outcome": "served",
      "servedId": "qwen3-coder-next:latest"
    }
  ],
  "requested": [
    "local:qwen3-coder-next:latest"
  ],
  "runnable": [
    "local:qwen3-coder-next:latest"
  ],
  "served": [
    "resident-fast:2b",
    "resident-heavy:24b",
    "resident-reason:e4b",
    "resident-embed:0.6b",
    "mistral-small3.2:24b",
    "qwen3.5:2b-q4_K_M",
    "qwen3.6:35b-mlx",
    "qwen3-embedding:0.6b",
    "qwen3.5:2b-mlx",
    "gemma3:1b",
    "hf.co/huihui-ai/Huihui-Qwen3.6-35B-A3B-Claude-4.7-Opus-abliterated-MTP-GGUF:Q6_K",
    "deepseek-v4-pro:cloud",
    "kimi-k2:1t-cloud",
    "kimi-k2.6:cloud",
    "dolphin-llama3:70b-v2.9-q4_K_M",
    "gemma4:26b-a4b-it-q8_0",
    "gemma4:e4b-it-q8_0",
    "gemma4:31b-it-q8_0",
    "glm-5.1:cloud",
    "lobby-coder:latest",
    "qwen-coder-next-cline:latest",
    "qwen3-coder-next:q4_K_M",
    "qwen3.6-cline:latest",
    "qwen3.6-cline-act:latest",
    "qwen3.6-cline-plan:latest",
    "llama3.3:70b",
    "qwen3.6:35b-a3b",
    "qwen3.5:27b",
    "gemma4:31b",
    "qwen3-coder-next:latest"
  ]
}

2session-startedharness2026-08-24T21:04:26.851Z

task: create calculator.js exporting add and multiply, and calculator.test.js covering both with node:test. Do not modify package.json.

provenance: user

sha256:d0b7d42a45dc027d312403c75bc7781080a6fbcb1b01aef8f5f0af2f2daa6f9a

payload
{
  "attemptCap": 3,
  "baseRef": "HEAD",
  "maxSteps": 16,
  "modelSpec": "local:qwen3-coder-next:latest",
  "task": "create calculator.js exporting add and multiply, and calculator.test.js covering both with node:test. Do not modify package.json.",
  "workspace": "/Users/brad/projects/textcalc"
}

3model-calllocal:qwen3-coder-next:latest2026-08-24T21:04:31.835Z

step 1 of local:qwen3-coder-next:latest, 31 output tokens

provenance: model

sha256:a3a7aa91c1a3d124cbd9d853084072d812490df7c7954de24f88a3b254766dd4

payload
{
  "finishReason": "tool-calls",
  "inputTokens": 1752,
  "outputTokens": 31,
  "performance": {
    "firstTokenMs": 4955.9879169999995,
    "outputTokensPerSecond": 1634.9384878126443,
    "responseTimeMs": 4974.948875
  },
  "prompt": {
    "maxOutputTokens": 8192,
    "messages": [
      {
        "role": "user",
        "text": "create calculator.js exporting add and multiply, and calculator.test.js covering both with node:test. Do not modify package.json."
      }
    ],
    "sampling": null,
    "system": "You are a coding agent working inside one workspace directory. State a short plan on your first turn, then use the tools to carry it out. Before you edit anything, call declare_file_set with the files you intend to touch: a change to a file outside that set fails the file-set gate. If the work turns out to need another file, call amend_file_set with a reason a reviewer will read. Read before you edit. Make the smallest change that satisfies the task. Every tool result ends with an [evidence record sha256:... kind ...] trailer naming the ledger record it produced and what kind of record it is. To assert that work is done, call the claim tool with a predicate over such a record, the record digest, and that record kind: for example predicate \"facts.exitCode == 0\" with recordKind \"tool-call:shell\", citing the record of the test command you ran. A claim whose kind does not match the record it cites renders UNVERIFIED, so a predicate that happens to hold against some other record never stands in for the one you are claiming about. The harness evaluates the predicate and decides the verdict; your prose never counts as a result. When the work is done, reply with a summary and no tool calls. Quality gates then run against the workspace. If one fails you will be given its raw output and asked to fix it. Fixes are measured: removing tests, removing assertions, adding skip markers, or lowering coverage of the lines you changed gets the attempt rejected outright.",
    "tools": [
      "read",
      "write",
      "edit",
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      "shell",
      "claim",
      "declare_file_set",
      "amend_file_set"
    ]
  },
  "response": {
    "finishReason": "tool-calls",
    "inputTokens": 1752,
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    "performance": {
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      "responseTimeMs": 4974.948875
    },
    "text": "",
    "toolCalls": [
      {
        "callId": "call_p71yh4e3",
        "input": {
          "files": [
            "calculator.js",
            "calculator.test.js"
          ]
        },
        "toolName": "declare_file_set"
      }
    ]
  },
  "step": 1,
  "toolCallCount": 1
}

4tool-callharness2026-08-24T21:04:31.847Z

requested declare_file_set: declare_file_set requested

provenance: model

sha256:a56705c7494e13dc0dcc4deba226e2933d0d6077b17bfc3430732aede12b8af2

payload
{
  "callId": "call_p71yh4e3",
  "decision": "requested",
  "decodedFields": [],
  "denial": null,
  "derivation": {
    "matched": false,
    "method": "none",
    "score": 0,
    "settings": {
      "minSubstringLength": 12,
      "ngramSize": 3,
      "threshold": 0.6,
      "windowSize": 8
    },
    "source": null
  },
  "detail": "declare_file_set requested",
  "facts": {},
  "input": {
    "files": [
      "calculator.js",
      "calculator.test.js"
    ]
  },
  "kind": "evidence",
  "output": "",
  "outputBytes": 0,
  "toolName": "declare_file_set"
}

5file-set-declaredlocal:qwen3-coder-next:latest2026-08-24T21:04:31.848Z

the planner declared 2 intended file(s)

provenance: model

sha256:b19e832fd9fe8fad4cc21fd2cbfcec9ad5f531614b775dc78aa9d96e53c11a7e

payload
{
  "fileCount": 2,
  "files": [
    "calculator.js",
    "calculator.test.js"
  ]
}

6tool-callharness2026-08-24T21:04:31.849Z

allowed declare_file_set: 53 bytes returned

provenance: model

sha256:db3b1f6d6ac39f23b483246d2fe326c4f6e9c1fa211d6c716bd239d4f8ed03f1

payload
{
  "callId": "call_p71yh4e3",
  "decision": "allowed",
  "decodedFields": [],
  "denial": null,
  "derivation": {
    "matched": false,
    "method": "none",
    "score": 0,
    "settings": {
      "minSubstringLength": 12,
      "ngramSize": 3,
      "threshold": 0.6,
      "windowSize": 8
    },
    "source": null
  },
  "detail": "53 bytes returned",
  "facts": {
    "declaredFiles": 2
  },
  "input": {
    "files": [
      "calculator.js",
      "calculator.test.js"
    ]
  },
  "kind": "evidence",
  "output": "declared 2 file(s): calculator.js, calculator.test.js",
  "outputBytes": 53,
  "toolName": "declare_file_set"
}

7model-calllocal:qwen3-coder-next:latest2026-08-24T21:04:37.468Z

step 2 of local:qwen3-coder-next:latest, 66 output tokens

provenance: model

sha256:7ab9cb82b3e0a9f2d07b544c3ad7c969dd46a9e600009afa52d8d4e1db31c535

payload
{
  "finishReason": "tool-calls",
  "inputTokens": 1882,
  "outputTokens": 66,
  "performance": {
    "firstTokenMs": 5587.292959,
    "outputTokensPerSecond": 2480.445352688432,
    "responseTimeMs": 5613.901083999999
  },
  "prompt": {
    "maxOutputTokens": 8192,
    "messages": [
      {
        "role": "user",
        "text": "create calculator.js exporting add and multiply, and calculator.test.js covering both with node:test. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_p71yh4e3",
            "input": {
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                "calculator.js",
                "calculator.test.js"
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            },
            "toolName": "declare_file_set"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_p71yh4e3",
            "failed": false,
            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:db3b1f6d6ac39f23b483246d2fe326c4f6e9c1fa211d6c716bd239d4f8ed03f1 kind tool-call:declare_file_set]",
            "toolName": "declare_file_set"
          }
        ],
        "role": "tool"
      }
    ],
    "sampling": null,
    "system": "You are a coding agent working inside one workspace directory. State a short plan on your first turn, then use the tools to carry it out. Before you edit anything, call declare_file_set with the files you intend to touch: a change to a file outside that set fails the file-set gate. If the work turns out to need another file, call amend_file_set with a reason a reviewer will read. Read before you edit. Make the smallest change that satisfies the task. Every tool result ends with an [evidence record sha256:... kind ...] trailer naming the ledger record it produced and what kind of record it is. To assert that work is done, call the claim tool with a predicate over such a record, the record digest, and that record kind: for example predicate \"facts.exitCode == 0\" with recordKind \"tool-call:shell\", citing the record of the test command you ran. A claim whose kind does not match the record it cites renders UNVERIFIED, so a predicate that happens to hold against some other record never stands in for the one you are claiming about. The harness evaluates the predicate and decides the verdict; your prose never counts as a result. When the work is done, reply with a summary and no tool calls. Quality gates then run against the workspace. If one fails you will be given its raw output and asked to fix it. Fixes are measured: removing tests, removing assertions, adding skip markers, or lowering coverage of the lines you changed gets the attempt rejected outright.",
    "tools": [
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      "declare_file_set",
      "amend_file_set"
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  "response": {
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    "toolCalls": [
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        "callId": "call_rvzvmnrg",
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          "content": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n",
          "path": "calculator.js"
        },
        "toolName": "write"
      }
    ]
  },
  "step": 2,
  "toolCallCount": 1
}

8tool-callharness2026-08-24T21:04:37.470Z

requested write: write requested

provenance: model

sha256:5b1a2a0d5a2ea5b391a7b34728ede9dbab4c10b6e4a3b6e3d827b96f60f04ca6

payload
{
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  "denial": null,
  "derivation": {
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    "source": null
  },
  "detail": "write requested",
  "facts": {},
  "input": {
    "content": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n",
    "path": "calculator.js"
  },
  "kind": "write",
  "output": "",
  "outputBytes": 0,
  "toolName": "write"
}

9tool-callharness2026-08-24T21:04:37.471Z

allowed write: 32 bytes returned

provenance: model

sha256:22c5e364cbc28cef8eefb47cb46a7ae7f501803d0544b9108ea29b1703f34c77

payload
{
  "callId": "call_rvzvmnrg",
  "decision": "allowed",
  "decodedFields": [],
  "denial": null,
  "derivation": {
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    "method": "none",
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      "minSubstringLength": 12,
      "ngramSize": 3,
      "threshold": 0.6,
      "windowSize": 8
    },
    "source": null
  },
  "detail": "32 bytes returned",
  "facts": {
    "bytes": 121,
    "path": "calculator.js"
  },
  "input": {
    "content": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n",
    "path": "calculator.js"
  },
  "kind": "write",
  "output": "wrote 121 bytes to calculator.js",
  "outputBytes": 32,
  "toolName": "write"
}

10model-calllocal:qwen3-coder-next:latest2026-08-24T21:04:45.949Z

step 3 of local:qwen3-coder-next:latest, 163 output tokens

provenance: model

sha256:e72474742285c87d9805ca45d9680de4b51bfa9042f4d68f9027d9b30f76c972

payload
{
  "finishReason": "tool-calls",
  "inputTokens": 2041,
  "outputTokens": 163,
  "performance": {
    "firstTokenMs": 8441.843083000002,
    "outputTokensPerSecond": 5899.598248218055,
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  "prompt": {
    "maxOutputTokens": 8192,
    "messages": [
      {
        "role": "user",
        "text": "create calculator.js exporting add and multiply, and calculator.test.js covering both with node:test. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_p71yh4e3",
            "input": {
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                "calculator.js",
                "calculator.test.js"
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            },
            "toolName": "declare_file_set"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_p71yh4e3",
            "failed": false,
            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:db3b1f6d6ac39f23b483246d2fe326c4f6e9c1fa211d6c716bd239d4f8ed03f1 kind tool-call:declare_file_set]",
            "toolName": "declare_file_set"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_rvzvmnrg",
            "input": {
              "content": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n",
              "path": "calculator.js"
            },
            "toolName": "write"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_rvzvmnrg",
            "failed": false,
            "output": "wrote 121 bytes to calculator.js\n[evidence record sha256:22c5e364cbc28cef8eefb47cb46a7ae7f501803d0544b9108ea29b1703f34c77 kind tool-call:write]",
            "toolName": "write"
          }
        ],
        "role": "tool"
      }
    ],
    "sampling": null,
    "system": "You are a coding agent working inside one workspace directory. State a short plan on your first turn, then use the tools to carry it out. Before you edit anything, call declare_file_set with the files you intend to touch: a change to a file outside that set fails the file-set gate. If the work turns out to need another file, call amend_file_set with a reason a reviewer will read. Read before you edit. Make the smallest change that satisfies the task. Every tool result ends with an [evidence record sha256:... kind ...] trailer naming the ledger record it produced and what kind of record it is. To assert that work is done, call the claim tool with a predicate over such a record, the record digest, and that record kind: for example predicate \"facts.exitCode == 0\" with recordKind \"tool-call:shell\", citing the record of the test command you ran. A claim whose kind does not match the record it cites renders UNVERIFIED, so a predicate that happens to hold against some other record never stands in for the one you are claiming about. The harness evaluates the predicate and decides the verdict; your prose never counts as a result. When the work is done, reply with a summary and no tool calls. Quality gates then run against the workspace. If one fails you will be given its raw output and asked to fix it. Fixes are measured: removing tests, removing assertions, adding skip markers, or lowering coverage of the lines you changed gets the attempt rejected outright.",
    "tools": [
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      "amend_file_set"
    ]
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  "response": {
    "finishReason": "tool-calls",
    "inputTokens": 2041,
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    },
    "text": "",
    "toolCalls": [
      {
        "callId": "call_oj0cnpjv",
        "input": {
          "content": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n",
          "path": "calculator.test.js"
        },
        "toolName": "write"
      }
    ]
  },
  "step": 3,
  "toolCallCount": 1
}

11tool-callharness2026-08-24T21:04:45.950Z

requested write: write requested

provenance: model

sha256:8558228312689d6906efb7c206e6f51af5fc5d74e97ff938fa3885815235a4d4

payload
{
  "callId": "call_oj0cnpjv",
  "decision": "requested",
  "decodedFields": [],
  "denial": null,
  "derivation": {
    "matched": false,
    "method": "none",
    "score": 0,
    "settings": {
      "minSubstringLength": 12,
      "ngramSize": 3,
      "threshold": 0.6,
      "windowSize": 8
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    "source": null
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  "detail": "write requested",
  "facts": {},
  "input": {
    "content": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n",
    "path": "calculator.test.js"
  },
  "kind": "write",
  "output": "",
  "outputBytes": 0,
  "toolName": "write"
}

12tool-callharness2026-08-24T21:04:45.951Z

allowed write: 37 bytes returned

provenance: model

sha256:56539fd065416ab531fbd8e691e0ef6b02cd9fb15bb1c57fc22b0c394a6c26f6

payload
{
  "callId": "call_oj0cnpjv",
  "decision": "allowed",
  "decodedFields": [],
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  "derivation": {
    "matched": false,
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      "minSubstringLength": 12,
      "ngramSize": 3,
      "threshold": 0.6,
      "windowSize": 8
    },
    "source": null
  },
  "detail": "37 bytes returned",
  "facts": {
    "bytes": 454,
    "path": "calculator.test.js"
  },
  "input": {
    "content": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n",
    "path": "calculator.test.js"
  },
  "kind": "write",
  "output": "wrote 454 bytes to calculator.test.js",
  "outputBytes": 37,
  "toolName": "write"
}

13model-calllocal:qwen3-coder-next:latest2026-08-24T21:04:51.566Z

step 4 of local:qwen3-coder-next:latest, 25 output tokens

provenance: model

sha256:3d547a4747d43e97bd277851efb549c73e37113e7bbb85d09d0e5bc30f287e31

payload
{
  "finishReason": "tool-calls",
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  "outputTokens": 25,
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    "firstTokenMs": 5587.939167,
    "outputTokensPerSecond": 1156.896337738298,
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  "prompt": {
    "maxOutputTokens": 8192,
    "messages": [
      {
        "role": "user",
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        "outcomes": [
          {
            "callId": "call_p71yh4e3",
            "failed": false,
            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:db3b1f6d6ac39f23b483246d2fe326c4f6e9c1fa211d6c716bd239d4f8ed03f1 kind tool-call:declare_file_set]",
            "toolName": "declare_file_set"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_rvzvmnrg",
            "input": {
              "content": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n",
              "path": "calculator.js"
            },
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      },
      {
        "outcomes": [
          {
            "callId": "call_rvzvmnrg",
            "failed": false,
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            "callId": "call_oj0cnpjv",
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              "content": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n",
              "path": "calculator.test.js"
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            "callId": "call_oj0cnpjv",
            "failed": false,
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            "toolName": "write"
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        ],
        "role": "tool"
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    ],
    "sampling": null,
    "system": "You are a coding agent working inside one workspace directory. State a short plan on your first turn, then use the tools to carry it out. Before you edit anything, call declare_file_set with the files you intend to touch: a change to a file outside that set fails the file-set gate. If the work turns out to need another file, call amend_file_set with a reason a reviewer will read. Read before you edit. Make the smallest change that satisfies the task. Every tool result ends with an [evidence record sha256:... kind ...] trailer naming the ledger record it produced and what kind of record it is. To assert that work is done, call the claim tool with a predicate over such a record, the record digest, and that record kind: for example predicate \"facts.exitCode == 0\" with recordKind \"tool-call:shell\", citing the record of the test command you ran. A claim whose kind does not match the record it cites renders UNVERIFIED, so a predicate that happens to hold against some other record never stands in for the one you are claiming about. The harness evaluates the predicate and decides the verdict; your prose never counts as a result. When the work is done, reply with a summary and no tool calls. Quality gates then run against the workspace. If one fails you will be given its raw output and asked to fix it. Fixes are measured: removing tests, removing assertions, adding skip markers, or lowering coverage of the lines you changed gets the attempt rejected outright.",
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  },
  "response": {
    "finishReason": "tool-calls",
    "inputTokens": 2298,
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    "toolCalls": [
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        "input": {
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  "toolCallCount": 1
}

14tool-callharness2026-08-24T21:04:51.567Z

requested shell: shell requested

provenance: model

sha256:e4e2de5a5090212b00f264655e14409da1e9a04d6ff25ae79e92636b326749b7

payload
{
  "callId": "call_jeickfx1",
  "decision": "requested",
  "decodedFields": [],
  "denial": null,
  "derivation": {
    "matched": false,
    "method": "none",
    "score": 0,
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      "minSubstringLength": 12,
      "ngramSize": 3,
      "threshold": 0.6,
      "windowSize": 8
    },
    "source": null
  },
  "detail": "shell requested",
  "facts": {},
  "input": {
    "command": "node calculator.test.js"
  },
  "kind": "shell",
  "output": "",
  "outputBytes": 0,
  "toolName": "shell"
}

15tool-callharness2026-08-24T21:04:51.610Z

allowed shell: 197 bytes returned

provenance: model

sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd

payload
{
  "callId": "call_jeickfx1",
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  "decodedFields": [],
  "denial": null,
  "derivation": {
    "matched": false,
    "method": "none",
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      "minSubstringLength": 12,
      "ngramSize": 3,
      "threshold": 0.6,
      "windowSize": 8
    },
    "source": null
  },
  "detail": "197 bytes returned",
  "facts": {
    "command": "node calculator.test.js",
    "exitCode": 0,
    "stderrBytes": 0,
    "stdoutBytes": 177,
    "timedOut": false
  },
  "input": {
    "command": "node calculator.test.js"
  },
  "kind": "shell",
  "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.255ms)\n✔ multiply multiplies two numbers (0.059041ms)\nℹ tests 2\nℹ suites 0\nℹ pass 2\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 3.139375",
  "outputBytes": 197,
  "toolName": "shell"
}

16model-calllocal:qwen3-coder-next:latest2026-08-24T21:04:59.802Z

step 5 of local:qwen3-coder-next:latest, 106 output tokens

provenance: model

sha256:f15fb990b25ca05146031cf763e528b86d3ef02ea13fecf4516d3d3c4d121074

payload
{
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    "outputTokensPerSecond": 5400.310772601369,
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  },
  "prompt": {
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    "messages": [
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        "role": "user",
        "text": "create calculator.js exporting add and multiply, and calculator.test.js covering both with node:test. Do not modify package.json."
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        "toolCalls": [
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      {
        "outcomes": [
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            "callId": "call_p71yh4e3",
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        "toolCalls": [
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        "toolCalls": [
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      {
        "outcomes": [
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            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.255ms)\n✔ multiply multiplies two numbers (0.059041ms)\nℹ tests 2\nℹ suites 0\nℹ pass 2\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 3.139375\n[evidence record sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd kind tool-call:shell]",
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    "sampling": null,
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    "toolCalls": [
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  "step": 5,
  "toolCallCount": 1
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17tool-callharness2026-08-24T21:04:59.803Z

requested claim: claim requested

provenance: model

sha256:98ce0dd946bd0d153c29e4a3f500e88ddbd233d00c8e8765666304eef30022da

payload
{
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  "detail": "claim requested",
  "facts": {},
  "input": {
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    "record": "f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd",
    "recordKind": "tool-call:shell"
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  "kind": "evidence",
  "output": "",
  "outputBytes": 0,
  "toolName": "claim"
}

18tool-callharness2026-08-24T21:04:59.804Z

denied claim: input rejected: [ { "origin": "string", "code": "invalid_format", "format": "regex", "pattern": "/^sha256:[0-9a-f]{64}$/", "path": [ "record" ], "message": "Invalid string: must match pattern /^sha256:[0-9a-f]{64}$/" } ]

provenance: model

sha256:9bb1f5705ddba09e1446a381388eb9ea0da6b63ea006a842f66c2c66d2899592

payload
{
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  "decodedFields": [],
  "denial": "invalid-input",
  "derivation": {
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    },
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  },
  "detail": "input rejected: [\n  {\n    \"origin\": \"string\",\n    \"code\": \"invalid_format\",\n    \"format\": \"regex\",\n    \"pattern\": \"/^sha256:[0-9a-f]{64}$/\",\n    \"path\": [\n      \"record\"\n    ],\n    \"message\": \"Invalid string: must match pattern /^sha256:[0-9a-f]{64}$/\"\n  }\n]",
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19model-calllocal:qwen3-coder-next:latest2026-08-24T21:05:10.072Z

step 6 of local:qwen3-coder-next:latest, 110 output tokens

provenance: model

sha256:7bcac3099aadef89d988ab7caefd015560ef193c71de78b37dbb8bca2eecc72b

payload
{
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            "callId": "call_ie374oc0",
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20tool-callharness2026-08-24T21:05:10.073Z

requested claim: claim requested

provenance: model

sha256:1e9e343ca5004dd655df711bd5c6cecf2f4c3624d5b42597578d8254a52d5dc1

payload
{
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22tool-callharness2026-08-24T21:05:10.075Z

allowed claim: 74 bytes returned

provenance: model

sha256:2608f5d8388f2c12f22609c44600ec569dbbdfd59e0a7674fac7d548eb07225e

payload
{
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23model-calllocal:qwen3-coder-next:latest2026-08-24T21:05:14.481Z

step 7 of local:qwen3-coder-next:latest, 104 output tokens

provenance: model

sha256:e83a8eb19ee5db200a21483e5a7e41952817c3be1539c5af8b9a4f6dc88dd4b8

payload
{
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24tool-callharness2026-08-24T21:05:14.482Z

requested claim: claim requested

provenance: model

sha256:4e9e1ff40751566c4e740161b103df9c2f349e4872c613a4211153f3fe2b5fd4

payload
{
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26tool-callharness2026-08-24T21:05:14.483Z

allowed claim: 98 bytes returned

provenance: model

sha256:389bd3173886bd07097dbbad66578972458378480bd44be6e32194a0a4e0a324

payload
{
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  "toolName": "claim"
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27model-calllocal:qwen3-coder-next:latest2026-08-24T21:05:17.903Z

step 8 of local:qwen3-coder-next:latest, 34 output tokens

provenance: model

sha256:5dc670b6bb031fc4f98778adeb51cfbd528af81518cc55901359fc8570154c58

payload
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            "failed": false,
            "output": "VERIFIED: the harness evaluated the predicate against the cited tool-call:shell record and it held\n[evidence record sha256:389bd3173886bd07097dbbad66578972458378480bd44be6e32194a0a4e0a324 kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      }
    ],
    "sampling": null,
    "system": "You are a coding agent working inside one workspace directory. State a short plan on your first turn, then use the tools to carry it out. Before you edit anything, call declare_file_set with the files you intend to touch: a change to a file outside that set fails the file-set gate. If the work turns out to need another file, call amend_file_set with a reason a reviewer will read. Read before you edit. Make the smallest change that satisfies the task. Every tool result ends with an [evidence record sha256:... kind ...] trailer naming the ledger record it produced and what kind of record it is. To assert that work is done, call the claim tool with a predicate over such a record, the record digest, and that record kind: for example predicate \"facts.exitCode == 0\" with recordKind \"tool-call:shell\", citing the record of the test command you ran. A claim whose kind does not match the record it cites renders UNVERIFIED, so a predicate that happens to hold against some other record never stands in for the one you are claiming about. The harness evaluates the predicate and decides the verdict; your prose never counts as a result. When the work is done, reply with a summary and no tool calls. Quality gates then run against the workspace. If one fails you will be given its raw output and asked to fix it. Fixes are measured: removing tests, removing assertions, adding skip markers, or lowering coverage of the lines you changed gets the attempt rejected outright.",
    "tools": [
      "read",
      "write",
      "edit",
      "list",
      "search",
      "shell",
      "claim",
      "declare_file_set",
      "amend_file_set"
    ]
  },
  "response": {
    "finishReason": "stop",
    "inputTokens": 3184,
    "outputTokens": 34,
    "performance": {
      "firstTokenMs": 2486.122792000002,
      "outputTokensPerSecond": 36.72336497515311,
      "responseTimeMs": 3411.9638750000013
    },
    "text": "Created `calculator.js` with `add` and `multiply` functions exported, and `calculator.test.js` with tests using `node:test`. Tests pass successfully.",
    "toolCalls": []
  },
  "step": 8,
  "toolCallCount": 0
}

28session-stoppedharness2026-08-24T21:05:17.904Z

completed after 8 steps

provenance: model

sha256:a93a33e7594e37d8a1f30eb99e3f0ab44264695c69616db08bead3381dd96656

payload
{
  "completionNarrative": "Created `calculator.js` with `add` and `multiply` functions exported, and `calculator.test.js` with tests using `node:test`. Tests pass successfully.",
  "steps": 8,
  "stopReason": "completed",
  "tokensUsed": 20023
}

29gate-runharness2026-08-24T21:05:17.963Z

gate typecheck: not-applicable (package.json declares no typecheck script)

provenance: tool-output

sha256:21692aba9a951310bb897c1a9cf74c4292b2a5a7f24442160c35e32fe3c20cdd

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "package.json declares no typecheck script",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "typecheck",
  "measures": {},
  "outputTruncated": false,
  "severity": "blocking",
  "status": "not-applicable",
  "stderr": "",
  "stdout": "",
  "title": "typecheck (node)",
  "unavailable": "package.json declares no typecheck script"
}

30gate-runharness2026-08-24T21:05:17.964Z

gate lint: not-applicable (package.json declares no lint script)

provenance: tool-output

sha256:ce59b3ecfeeff95ea0c7d0e8997163d3cbcce677eeca530f1d75e8b5349954c1

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "package.json declares no lint script",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "lint",
  "measures": {},
  "outputTruncated": false,
  "severity": "blocking",
  "status": "not-applicable",
  "stderr": "",
  "stdout": "",
  "title": "lint (node)",
  "unavailable": "package.json declares no lint script"
}

31gate-runharness2026-08-24T21:05:17.964Z

gate format: not-applicable (package.json declares no check-only format script, and running a writing formatter as a gate would edit the tree it is judging)

provenance: tool-output

sha256:f52f338fc09ae92740c27b595a8a40571763e29217c54191c82b0fbaf466cbc5

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "package.json declares no check-only format script, and running a writing formatter as a gate would edit the tree it is judging",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "format",
  "measures": {},
  "outputTruncated": false,
  "severity": "blocking",
  "status": "not-applicable",
  "stderr": "",
  "stdout": "",
  "title": "format (node)",
  "unavailable": "package.json declares no check-only format script, and running a writing formatter as a gate would edit the tree it is judging"
}

32gate-runharness2026-08-24T21:05:18.037Z

gate tests: passed (2 collected, 2 passed, 0 failed, 0 skipped (exit 0))

provenance: tool-output

sha256:d6ef0fa4898c4fb6461e0cde6a8e5195f0d09645057df66d543a9cbbbb13befe

payload
{
  "argv": [
    "node",
    "--test",
    "--experimental-test-coverage",
    "--test-isolation=process",
    "--test-reporter=tap",
    "--test-reporter-destination=stdout",
    "--test-reporter=lcov",
    "--test-reporter-destination=/Users/brad/.swarm/sessions/20260824T210426-49a38a/coverage/tests.lcov"
  ],
  "attempt": 0,
  "blocking": true,
  "command": "node --test --experimental-test-coverage --test-isolation=process --test-reporter=tap --test-reporter-destination=stdout --test-reporter=lcov --test-reporter-destination=/Users/brad/.swarm/sessions/20260824T210426-49a38a/coverage/tests.lcov",
  "detail": "2 collected, 2 passed, 0 failed, 0 skipped (exit 0)",
  "durationMs": 72,
  "exitCode": 0,
  "gateId": "tests",
  "measures": {
    "testsCollected": 2,
    "testsFailed": 0,
    "testsPassed": 2,
    "testsSkipped": 0
  },
  "outputTruncated": false,
  "severity": "blocking",
  "status": "passed",
  "stderr": "",
  "stdout": "TAP version 13\n# Subtest: add adds two numbers\nok 1 - add adds two numbers\n  ---\n  duration_ms: 0.318333\n  type: 'test'\n  ...\n# Subtest: multiply multiplies two numbers\nok 2 - multiply multiplies two numbers\n  ---\n  duration_ms: 0.050083\n  type: 'test'\n  ...\n1..2\n# tests 2\n# suites 0\n# pass 2\n# fail 0\n# cancelled 0\n# skipped 0\n# todo 0\n# duration_ms 35.884709\n# start of coverage report\n# --------------------------------------------------------------\n# file          | line % | branch % | funcs % | uncovered lines\n# --------------------------------------------------------------\n# calculator.js | 100.00 |   100.00 |  100.00 | \n# --------------------------------------------------------------\n# all files     | 100.00 |   100.00 |  100.00 | \n# --------------------------------------------------------------\n# end of coverage report\n",
  "title": "tests (node --test --experimental-test-coverage --test-isolation=process --test-reporter=tap --test-reporter-destination=stdout --test-reporter=lcov --test-reporter-destination=/Users/brad/.swarm/sessions/20260824T210426-49a38a/coverage/tests.lcov)",
  "unavailable": null
}

33gate-runharness2026-08-24T21:05:18.038Z

gate file-set: passed (all 2 changed file(s) are inside the declared set of 2, and every one of them was declared before it was edited)

provenance: tool-output

sha256:997d4e20e599727107891a8b4e14290ae50897522a923701c748397ecf09f74e

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "all 2 changed file(s) are inside the declared set of 2, and every one of them was declared before it was edited",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "file-set",
  "measures": {
    "fileSetAmendments": 0,
    "filesDeclared": 2,
    "filesEditedBeforeDeclared": 0,
    "filesOutsideDeclaredSet": 0
  },
  "outputTruncated": false,
  "severity": "blocking",
  "status": "passed",
  "stderr": "",
  "stdout": "{\n  \"detail\": \"all 2 changed file(s) are inside the declared set of 2, and every one of them was declared before it was edited\",\n  \"outside\": [],\n  \"editedBeforeAuthorized\": [],\n  \"declared\": [\n    \"calculator.js\",\n    \"calculator.test.js\"\n  ],\n  \"amendments\": 0,\n  \"measures\": {\n    \"filesOutsideDeclaredSet\": 0,\n    \"filesEditedBeforeDeclared\": 0,\n    \"filesDeclared\": 2,\n    \"fileSetAmendments\": 0\n  }\n}",
  "title": "changes stay inside the declared file set",
  "unavailable": null
}

34gate-runharness2026-08-24T21:05:18.039Z

gate placeholder: passed (no placeholder marker was introduced by this change)

provenance: tool-output

sha256:9131d983387de9eb7d4119e3372e9aaeac213d679f40fe6ce44d305ae201cbec

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "no placeholder marker was introduced by this change",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "placeholder",
  "measures": {
    "placeholdersIntroduced": 0
  },
  "outputTruncated": false,
  "severity": "blocking",
  "status": "passed",
  "stderr": "",
  "stdout": "{\n  \"detail\": \"no placeholder marker was introduced by this change\",\n  \"findings\": [],\n  \"measures\": {\n    \"placeholdersIntroduced\": 0\n  }\n}",
  "title": "no placeholder markers introduced",
  "unavailable": null
}

35gate-runharness2026-08-24T21:05:18.039Z

gate secret-scan: passed (no known credential pattern appears in the added lines)

provenance: tool-output

sha256:a7835a09b3b3084e5c8717793a57f87b6a2b53a47b0299f58c1506c7fb1d34ef

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "no known credential pattern appears in the added lines",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "secret-scan",
  "measures": {
    "secretMatches": 0
  },
  "outputTruncated": false,
  "severity": "blocking",
  "status": "passed",
  "stderr": "",
  "stdout": "{\n  \"detail\": \"no known credential pattern appears in the added lines\",\n  \"hits\": [],\n  \"measures\": {\n    \"secretMatches\": 0\n  }\n}",
  "title": "no credential material in the change",
  "unavailable": null
}

36gate-runharness2026-08-24T21:05:18.039Z

gate diff-budget: passed (within budget: 2 file(s) and 24 added line(s))

provenance: tool-output

sha256:d62432a92e9d267dc8503e10c28d549654b443b6957b20ca9441dafb2d11d0d7

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": false,
  "command": null,
  "detail": "within budget: 2 file(s) and 24 added line(s)",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "diff-budget",
  "measures": {
    "addedLines": 24,
    "changedFiles": 2,
    "maxAddedLines": 600,
    "maxChangedFiles": 12
  },
  "outputTruncated": false,
  "severity": "advisory",
  "status": "passed",
  "stderr": "",
  "stdout": "{\n  \"detail\": \"within budget: 2 file(s) and 24 added line(s)\",\n  \"overBudget\": false,\n  \"justificationRequired\": false,\n  \"measures\": {\n    \"changedFiles\": 2,\n    \"addedLines\": 24,\n    \"maxChangedFiles\": 12,\n    \"maxAddedLines\": 600\n  }\n}",
  "title": "change stays inside its size budget",
  "unavailable": null
}

37ratchet-decisionharness2026-08-24T21:05:18.053Z

the final state against the base commit accepted: the ratchet accepted the attempt: no measure moved the wrong way (not compared: testsCollected, changedLineCoverage)

provenance: tool-output

sha256:cd0ccb92da93e34cb52fb5ecd353661208c31780536715ebccae48211a2c02ce

payload
{
  "abstentions": [
    {
      "measure": "testsCollected",
      "reason": "it was measured on only one side of the attempt, so there is nothing to compare"
    },
    {
      "measure": "changedLineCoverage",
      "reason": "it was measured on only one side of the attempt, so there is nothing to compare"
    }
  ],
  "accepted": true,
  "attempt": 0,
  "detail": "the ratchet accepted the attempt: no measure moved the wrong way (not compared: testsCollected, changedLineCoverage)",
  "gates": {
    "after": {
      "diff-budget": "passed",
      "file-set": "passed",
      "format": "not-applicable",
      "lint": "not-applicable",
      "placeholder": "passed",
      "secret-scan": "passed",
      "tests": "passed",
      "typecheck": "not-applicable"
    },
    "before": {}
  },
  "measures": {
    "after": {
      "assertions": 7,
      "changedLineCoverage": 1,
      "skipMarkers": 0,
      "testsCollected": 2,
      "testsDeclared": 2
    },
    "before": {
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      "testsDeclared": 0
    }
  },
  "newSpecifications": [],
  "respecification": [],
  "scope": "base",
  "violations": []
}

38workspace-diffharness2026-08-24T21:05:18.083Z

the change this task made, 889 characters of patch against HEAD

provenance: model

sha256:835b4eaebf272f3536f64a927bc5871a3ec809c9f98be4f0ec9b72513e52a5fb

payload
{
  "baseRef": "HEAD",
  "characters": 889,
  "patch": "diff --git a/calculator.js b/calculator.js\nnew file mode 100644\nindex 0000000..c479731\n--- /dev/null\n+++ b/calculator.js\n@@ -0,0 +1,9 @@\n+function add(a, b) {\n+  return a + b;\n+}\n+\n+function multiply(a, b) {\n+  return a * b;\n+}\n+\n+module.exports = { add, multiply };\ndiff --git a/calculator.test.js b/calculator.test.js\nnew file mode 100644\nindex 0000000..657941c\n--- /dev/null\n+++ b/calculator.test.js\n@@ -0,0 +1,15 @@\n+const test = require('node:test');\n+const assert = require('node:assert');\n+const { add, multiply } = require('./calculator');\n+\n+test('add adds two numbers', () => {\n+  assert.strictEqual(add(2, 3), 5);\n+  assert.strictEqual(add(-1, 1), 0);\n+  assert.strictEqual(add(0, 0), 0);\n+});\n+\n+test('multiply multiplies two numbers', () => {\n+  assert.strictEqual(multiply(2, 3), 6);\n+  assert.strictEqual(multiply(-2, 3), -6);\n+  assert.strictEqual(multiply(0, 5), 0);\n+});\n",
  "truncated": false
}

39rewardharness2026-08-24T21:05:18.166Z

scored 0.7008035881143712 after 51s, costing nothing

provenance: tool-output

sha256:5fe8e847d8d17f6acad79f118ba9acf144fce4491c4ecd79d01a2e6f9e399084

payload
{
  "assignment": "pinned",
  "attempts": 0,
  "changedFiles": 2,
  "costDetail": "local:qwen3-coder-next:latest runs locally; the tokens were not bought",
  "costInputTokens": 19384,
  "costOutputTokens": 639,
  "costSource": "local",
  "costUsd": 0,
  "latencyMs": 51232,
  "model": "local:qwen3-coder-next:latest",
  "ratchet": {
    "assertions": 7,
    "attempts": 0,
    "changedLineCoverage": 1,
    "erosions": 0,
    "rejected": 0,
    "settled": "green",
    "skipMarkers": 0,
    "testsCollected": 2,
    "testsDeclared": 2
  },
  "recordedAt": 1787605518083,
  "reward": 0.7008035881143712,
  "rewardReason": "green with 0 retries, 51s, and $0.0000",
  "schemaVersion": 2,
  "sessionId": "20260824T210426-49a38a",
  "taskClass": "edit",
  "taskClassRule": "nothing more specific matched, so it is read as an ordinary edit"
}

40local-endpointharness2026-08-24T21:05:18.221Z

local models served from http://127.0.0.1:11434/v1, pinned by flag

provenance: user

sha256:a87567718ff7c786e700db23a7ca81703254ed3ed810dc248e9db84dc9a56158

payload
{
  "chosen": "pinned",
  "origin": "flag",
  "reason": "pinned by flag",
  "url": "http://127.0.0.1:11434/v1"
}

41calibration-preflightharness2026-08-24T21:05:18.236Z

calibration-preflight

provenance: tool-output

sha256:8c50105a3cfa7c857fd9f403fb21b861ad6ffc9d2df983d60cdc4e017af02919

payload
{
  "backend": "http://127.0.0.1:11434/v1",
  "endpoint": "http://127.0.0.1:11434/v1/models",
  "enumerated": true,
  "excluded": [],
  "failure": null,
  "models": [
    {
      "model": "local:qwen3-coder-next:latest",
      "outcome": "served",
      "servedId": "qwen3-coder-next:latest"
    }
  ],
  "requested": [
    "local:qwen3-coder-next:latest"
  ],
  "runnable": [
    "local:qwen3-coder-next:latest"
  ],
  "served": [
    "resident-heavy:24b",
    "resident-fast:2b",
    "resident-reason:e4b",
    "resident-embed:0.6b",
    "mistral-small3.2:24b",
    "qwen3.5:2b-q4_K_M",
    "qwen3.6:35b-mlx",
    "qwen3-embedding:0.6b",
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    "gemma3:1b",
    "hf.co/huihui-ai/Huihui-Qwen3.6-35B-A3B-Claude-4.7-Opus-abliterated-MTP-GGUF:Q6_K",
    "deepseek-v4-pro:cloud",
    "kimi-k2:1t-cloud",
    "kimi-k2.6:cloud",
    "dolphin-llama3:70b-v2.9-q4_K_M",
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    "lobby-coder:latest",
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    "llama3.3:70b",
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    "gemma4:31b",
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}

42session-startedharness2026-08-24T21:05:18.237Z

task: add a divide function to calculator.js that throws on division by zero, and cover both cases in calculator.test.js. Do not modify package.json.

provenance: user

sha256:b35f795b8a671a5634c02f9360311939240907b8edbf7f947e585af7c7c0ddcf

payload
{
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  "baseRef": "2ea0edb3179f8fa09139993fb958caa3542f48ae",
  "maxSteps": 16,
  "modelSpec": "local:qwen3-coder-next:latest",
  "task": "add a divide function to calculator.js that throws on division by zero, and cover both cases in calculator.test.js. Do not modify package.json.",
  "workspace": "/Users/brad/projects/textcalc"
}

43model-calllocal:qwen3-coder-next:latest2026-08-24T21:05:21.385Z

step 1 of local:qwen3-coder-next:latest, 30 output tokens

provenance: model

sha256:ef258bae12234559f181407e219128ba56b8a120ce137850f622fffae75a5a3a

payload
{
  "finishReason": "tool-calls",
  "inputTokens": 3256,
  "outputTokens": 30,
  "performance": {
    "firstTokenMs": 3114.422249999996,
    "outputTokensPerSecond": 1084.4451667650599,
    "responseTimeMs": 3142.086166000001
  },
  "prompt": {
    "maxOutputTokens": 8192,
    "messages": [
      {
        "role": "user",
        "text": "create calculator.js exporting add and multiply, and calculator.test.js covering both with node:test. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_p71yh4e3",
            "input": {
              "files": [
                "calculator.js",
                "calculator.test.js"
              ]
            },
            "toolName": "declare_file_set"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_p71yh4e3",
            "failed": false,
            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:db3b1f6d6ac39f23b483246d2fe326c4f6e9c1fa211d6c716bd239d4f8ed03f1 kind tool-call:declare_file_set]",
            "toolName": "declare_file_set"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_rvzvmnrg",
            "input": {
              "content": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n",
              "path": "calculator.js"
            },
            "toolName": "write"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_rvzvmnrg",
            "failed": false,
            "output": "wrote 121 bytes to calculator.js\n[evidence record sha256:22c5e364cbc28cef8eefb47cb46a7ae7f501803d0544b9108ea29b1703f34c77 kind tool-call:write]",
            "toolName": "write"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_oj0cnpjv",
            "input": {
              "content": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n",
              "path": "calculator.test.js"
            },
            "toolName": "write"
          }
        ]
      },
      {
        "outcomes": [
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            "failed": false,
            "output": "wrote 454 bytes to calculator.test.js\n[evidence record sha256:56539fd065416ab531fbd8e691e0ef6b02cd9fb15bb1c57fc22b0c394a6c26f6 kind tool-call:write]",
            "toolName": "write"
          }
        ],
        "role": "tool"
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      {
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        "text": "",
        "toolCalls": [
          {
            "callId": "call_jeickfx1",
            "input": {
              "command": "node calculator.test.js"
            },
            "toolName": "shell"
          }
        ]
      },
      {
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44tool-callharness2026-08-24T21:05:21.385Z

requested declare_file_set: declare_file_set requested

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sha256:d3c25654c858a42122f889b393b5035df35d97b1e1fbc3dc434667728c83e730

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45file-set-declaredlocal:qwen3-coder-next:latest2026-08-24T21:05:21.386Z

the planner declared 2 intended file(s)

provenance: model

sha256:b19e832fd9fe8fad4cc21fd2cbfcec9ad5f531614b775dc78aa9d96e53c11a7e

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46tool-callharness2026-08-24T21:05:21.386Z

allowed declare_file_set: 53 bytes returned

provenance: model

sha256:eae14832eea7f945e303fba32fa4854d837e0eac2ddd0e0dea98f2f8bc5e9274

payload
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47model-calllocal:qwen3-coder-next:latest2026-08-24T21:05:25.008Z

step 2 of local:qwen3-coder-next:latest, 21 output tokens

provenance: model

sha256:f54d9698ce3f87fa303b4675df85863f2208518ad6c88aa2f4cc903ecbd567ba

payload
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48tool-callharness2026-08-24T21:05:25.010Z

requested read: read requested

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49tool-callharness2026-08-24T21:05:25.010Z

allowed read: 121 bytes returned

provenance: model

sha256:d760fb018c68ed673618ef24471e8231228add5d28f7b990b088eca1565318d6

payload
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50model-calllocal:qwen3-coder-next:latest2026-08-24T21:05:31.212Z

step 3 of local:qwen3-coder-next:latest, 117 output tokens

provenance: model

sha256:a112c9beef2574e147c6c1f298688ef17d761ec903e3e5a45f0c6f55f2e944f2

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              "content": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n",
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        "outcomes": [
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            "callId": "call_oj0cnpjv",
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            "output": "wrote 454 bytes to calculator.test.js\n[evidence record sha256:56539fd065416ab531fbd8e691e0ef6b02cd9fb15bb1c57fc22b0c394a6c26f6 kind tool-call:write]",
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      {
        "role": "assistant",
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          {
            "callId": "call_jeickfx1",
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        ]
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        "outcomes": [
          {
            "callId": "call_jeickfx1",
            "failed": false,
            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.255ms)\n✔ multiply multiplies two numbers (0.059041ms)\nℹ tests 2\nℹ suites 0\nℹ pass 2\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 3.139375\n[evidence record sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd kind tool-call:shell]",
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            "output": "denied: input rejected: [\n  {\n    \"origin\": \"string\",\n    \"code\": \"invalid_format\",\n    \"format\": \"regex\",\n    \"pattern\": \"/^sha256:[0-9a-f]{64}$/\",\n    \"path\": [\n      \"record\"\n    ],\n    \"message\": \"Invalid string: must match pattern /^sha256:[0-9a-f]{64}$/\"\n  }\n]\n[evidence record sha256:9bb1f5705ddba09e1446a381388eb9ea0da6b63ea006a842f66c2c66d2899592 kind tool-call:claim]",
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        "outcomes": [
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            "callId": "call_wkcrah24",
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        "outcomes": [
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        "role": "assistant",
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      {
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        "text": "add a divide function to calculator.js that throws on division by zero, and cover both cases in calculator.test.js. Do not modify package.json."
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      {
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        "toolCalls": [
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        "outcomes": [
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        "outcomes": [
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    "system": "You are a coding agent working inside one workspace directory. State a short plan on your first turn, then use the tools to carry it out. Before you edit anything, call declare_file_set with the files you intend to touch: a change to a file outside that set fails the file-set gate. If the work turns out to need another file, call amend_file_set with a reason a reviewer will read. Read before you edit. Make the smallest change that satisfies the task. Every tool result ends with an [evidence record sha256:... kind ...] trailer naming the ledger record it produced and what kind of record it is. To assert that work is done, call the claim tool with a predicate over such a record, the record digest, and that record kind: for example predicate \"facts.exitCode == 0\" with recordKind \"tool-call:shell\", citing the record of the test command you ran. A claim whose kind does not match the record it cites renders UNVERIFIED, so a predicate that happens to hold against some other record never stands in for the one you are claiming about. The harness evaluates the predicate and decides the verdict; your prose never counts as a result. When the work is done, reply with a summary and no tool calls. Quality gates then run against the workspace. If one fails you will be given its raw output and asked to fix it. Fixes are measured: removing tests, removing assertions, adding skip markers, or lowering coverage of the lines you changed gets the attempt rejected outright.",
    "tools": [
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  "response": {
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          "replace": "function multiply(a, b) {\n  return a * b;\n}\n\nfunction divide(a, b) {\n  if (b === 0) {\n    throw new Error('Division by zero');\n  }\n  return a / b;\n}\n\nmodule.exports = { add, multiply, divide };"
        },
        "toolName": "edit"
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    ]
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}

51tool-callharness2026-08-24T21:05:31.216Z

requested edit: edit requested

provenance: model

sha256:46a411d17b9a64aa0062a001a1daeedba66fc6cc1120635ecf3e3fa187368431

payload
{
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52tool-callharness2026-08-24T21:05:31.217Z

allowed edit: 41 bytes returned

provenance: model

sha256:c6ae2a18fbd1f601acac43a15bda65c511adee4b4bec0302fd91cbf7468d56ed

payload
{
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53model-calllocal:qwen3-coder-next:latest2026-08-24T21:05:35.923Z

step 4 of local:qwen3-coder-next:latest, 22 output tokens

provenance: model

sha256:676b95da8ecc35c67c8550e10a7293e6cb1bd3d1845be1f76aef6b5fad6ea80f

payload
{
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    "tools": [
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      "edit",
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      "claim",
      "declare_file_set",
      "amend_file_set"
    ]
  },
  "response": {
    "finishReason": "tool-calls",
    "inputTokens": 3724,
    "outputTokens": 22,
    "performance": {
      "firstTokenMs": 4674.050624999996,
      "outputTokensPerSecond": 1002.500555362598,
      "responseTimeMs": 4695.995749999995
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        "callId": "call_mhaotemd",
        "input": {
          "path": "calculator.test.js"
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        "toolName": "read"
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    ]
  },
  "step": 4,
  "toolCallCount": 1
}

54tool-callharness2026-08-24T21:05:35.924Z

requested read: read requested

provenance: model

sha256:fe17d6362a71a02457ef7b84f61fe5b2d920c9aade87c7049f091a742603ad3a

payload
{
  "callId": "call_mhaotemd",
  "decision": "requested",
  "decodedFields": [],
  "denial": null,
  "derivation": {
    "matched": false,
    "method": "none",
    "score": 0,
    "settings": {
      "minSubstringLength": 12,
      "ngramSize": 3,
      "threshold": 0.6,
      "windowSize": 8
    },
    "source": null
  },
  "detail": "read requested",
  "facts": {},
  "input": {
    "path": "calculator.test.js"
  },
  "kind": "read",
  "output": "",
  "outputBytes": 0,
  "toolName": "read"
}

55tool-callharness2026-08-24T21:05:35.926Z

allowed read: 454 bytes returned

provenance: model

sha256:27ea6e30fdd8e333daac9aff67e74eafacfcb97964da45abe7bc9c586f11c14a

payload
{
  "callId": "call_mhaotemd",
  "decision": "allowed",
  "decodedFields": [],
  "denial": null,
  "derivation": {
    "matched": false,
    "method": "none",
    "score": 0,
    "settings": {
      "minSubstringLength": 12,
      "ngramSize": 3,
      "threshold": 0.6,
      "windowSize": 8
    },
    "source": null
  },
  "detail": "454 bytes returned",
  "facts": {
    "bytes": 454,
    "path": "calculator.test.js",
    "truncated": false
  },
  "input": {
    "path": "calculator.test.js"
  },
  "kind": "read",
  "output": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n",
  "outputBytes": 454,
  "toolName": "read"
}

56model-calllocal:qwen3-coder-next:latest2026-08-24T21:05:42.989Z

step 5 of local:qwen3-coder-next:latest, 96 output tokens

provenance: model

sha256:809b9e14dbd480a980a7d89d8ab51288645c33a59ee092e16f7e75f075205616

payload
{
  "finishReason": "tool-calls",
  "inputTokens": 3954,
  "outputTokens": 96,
  "performance": {
    "firstTokenMs": 7023.857499999998,
    "outputTokensPerSecond": 3521.9717289127598,
    "responseTimeMs": 7051.114958999999
  },
  "prompt": {
    "maxOutputTokens": 8192,
    "messages": [
      {
        "role": "user",
        "text": "create calculator.js exporting add and multiply, and calculator.test.js covering both with node:test. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_p71yh4e3",
            "input": {
              "files": [
                "calculator.js",
                "calculator.test.js"
              ]
            },
            "toolName": "declare_file_set"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_p71yh4e3",
            "failed": false,
            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:db3b1f6d6ac39f23b483246d2fe326c4f6e9c1fa211d6c716bd239d4f8ed03f1 kind tool-call:declare_file_set]",
            "toolName": "declare_file_set"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_rvzvmnrg",
            "input": {
              "content": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n",
              "path": "calculator.js"
            },
            "toolName": "write"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_rvzvmnrg",
            "failed": false,
            "output": "wrote 121 bytes to calculator.js\n[evidence record sha256:22c5e364cbc28cef8eefb47cb46a7ae7f501803d0544b9108ea29b1703f34c77 kind tool-call:write]",
            "toolName": "write"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_oj0cnpjv",
            "input": {
              "content": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n",
              "path": "calculator.test.js"
            },
            "toolName": "write"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_oj0cnpjv",
            "failed": false,
            "output": "wrote 454 bytes to calculator.test.js\n[evidence record sha256:56539fd065416ab531fbd8e691e0ef6b02cd9fb15bb1c57fc22b0c394a6c26f6 kind tool-call:write]",
            "toolName": "write"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_jeickfx1",
            "input": {
              "command": "node calculator.test.js"
            },
            "toolName": "shell"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_jeickfx1",
            "failed": false,
            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.255ms)\n✔ multiply multiplies two numbers (0.059041ms)\nℹ tests 2\nℹ suites 0\nℹ pass 2\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 3.139375\n[evidence record sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd kind tool-call:shell]",
            "toolName": "shell"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_ie374oc0",
            "input": {
              "predicate": "facts.exitCode == 0 && facts.pass == 2",
              "record": "f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd",
              "recordKind": "tool-call:shell"
            },
            "toolName": "claim"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_ie374oc0",
            "failed": true,
            "output": "denied: input rejected: [\n  {\n    \"origin\": \"string\",\n    \"code\": \"invalid_format\",\n    \"format\": \"regex\",\n    \"pattern\": \"/^sha256:[0-9a-f]{64}$/\",\n    \"path\": [\n      \"record\"\n    ],\n    \"message\": \"Invalid string: must match pattern /^sha256:[0-9a-f]{64}$/\"\n  }\n]\n[evidence record sha256:9bb1f5705ddba09e1446a381388eb9ea0da6b63ea006a842f66c2c66d2899592 kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_wkcrah24",
            "input": {
              "predicate": "facts.exitCode == 0 && facts.pass == 2",
              "record": "sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd",
              "recordKind": "tool-call:shell"
            },
            "toolName": "claim"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_wkcrah24",
            "failed": false,
            "output": "UNVERIFIED (path-not-found): facts.pass does not exist in the cited record\n[evidence record sha256:2608f5d8388f2c12f22609c44600ec569dbbdfd59e0a7674fac7d548eb07225e kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_9o791f13",
            "input": {
              "predicate": "facts.exitCode == 0",
              "record": "sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd",
              "recordKind": "tool-call:shell"
            },
            "toolName": "claim"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_9o791f13",
            "failed": false,
            "output": "VERIFIED: the harness evaluated the predicate against the cited tool-call:shell record and it held\n[evidence record sha256:389bd3173886bd07097dbbad66578972458378480bd44be6e32194a0a4e0a324 kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "Created `calculator.js` with `add` and `multiply` functions exported, and `calculator.test.js` with tests using `node:test`. Tests pass successfully.",
        "toolCalls": []
      },
      {
        "role": "user",
        "text": "add a divide function to calculator.js that throws on division by zero, and cover both cases in calculator.test.js. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_veu8pqbs",
            "input": {
              "files": [
                "calculator.js",
                "calculator.test.js"
              ]
            },
            "toolName": "declare_file_set"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_veu8pqbs",
            "failed": false,
            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:eae14832eea7f945e303fba32fa4854d837e0eac2ddd0e0dea98f2f8bc5e9274 kind tool-call:declare_file_set]",
            "toolName": "declare_file_set"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_153giq9u",
            "input": {
              "path": "calculator.js"
            },
            "toolName": "read"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_153giq9u",
            "failed": false,
            "output": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n\n[evidence record sha256:d760fb018c68ed673618ef24471e8231228add5d28f7b990b088eca1565318d6 kind tool-call:read]",
            "toolName": "read"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_0h1qui1a",
            "input": {
              "find": "function multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };",
              "path": "calculator.js",
              "replace": "function multiply(a, b) {\n  return a * b;\n}\n\nfunction divide(a, b) {\n  if (b === 0) {\n    throw new Error('Division by zero');\n  }\n  return a / b;\n}\n\nmodule.exports = { add, multiply, divide };"
            },
            "toolName": "edit"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_0h1qui1a",
            "failed": false,
            "output": "replaced 1 occurrence(s) in calculator.js\n[evidence record sha256:c6ae2a18fbd1f601acac43a15bda65c511adee4b4bec0302fd91cbf7468d56ed kind tool-call:edit]",
            "toolName": "edit"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_mhaotemd",
            "input": {
              "path": "calculator.test.js"
            },
            "toolName": "read"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_mhaotemd",
            "failed": false,
            "output": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\n[evidence record sha256:27ea6e30fdd8e333daac9aff67e74eafacfcb97964da45abe7bc9c586f11c14a kind tool-call:read]",
            "toolName": "read"
          }
        ],
        "role": "tool"
      }
    ],
    "sampling": null,
    "system": "You are a coding agent working inside one workspace directory. State a short plan on your first turn, then use the tools to carry it out. Before you edit anything, call declare_file_set with the files you intend to touch: a change to a file outside that set fails the file-set gate. If the work turns out to need another file, call amend_file_set with a reason a reviewer will read. Read before you edit. Make the smallest change that satisfies the task. Every tool result ends with an [evidence record sha256:... kind ...] trailer naming the ledger record it produced and what kind of record it is. To assert that work is done, call the claim tool with a predicate over such a record, the record digest, and that record kind: for example predicate \"facts.exitCode == 0\" with recordKind \"tool-call:shell\", citing the record of the test command you ran. A claim whose kind does not match the record it cites renders UNVERIFIED, so a predicate that happens to hold against some other record never stands in for the one you are claiming about. The harness evaluates the predicate and decides the verdict; your prose never counts as a result. When the work is done, reply with a summary and no tool calls. Quality gates then run against the workspace. If one fails you will be given its raw output and asked to fix it. Fixes are measured: removing tests, removing assertions, adding skip markers, or lowering coverage of the lines you changed gets the attempt rejected outright.",
    "tools": [
      "read",
      "write",
      "edit",
      "list",
      "search",
      "shell",
      "claim",
      "declare_file_set",
      "amend_file_set"
    ]
  },
  "response": {
    "finishReason": "tool-calls",
    "inputTokens": 3954,
    "outputTokens": 96,
    "performance": {
      "firstTokenMs": 7023.857499999998,
      "outputTokensPerSecond": 3521.9717289127598,
      "responseTimeMs": 7051.114958999999
    },
    "text": "",
    "toolCalls": [
      {
        "callId": "call_wqp2tvu8",
        "input": {
          "find": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');",
          "path": "calculator.test.js",
          "replace": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply, divide } = require('./calculator');"
        },
        "toolName": "edit"
      }
    ]
  },
  "step": 5,
  "toolCallCount": 1
}

57tool-callharness2026-08-24T21:05:42.991Z

requested edit: edit requested

provenance: model file

sha256:97d61e0a715046f0a3f5cc96aa31102478d5eac7af7d69705a3f62c62e794567

payload
{
  "callId": "call_wqp2tvu8",
  "decision": "requested",
  "decodedFields": [],
  "denial": null,
  "derivation": {
    "matched": true,
    "method": "ngram",
    "score": 0.65,
    "settings": {
      "minSubstringLength": 12,
      "ngramSize": 3,
      "threshold": 0.6,
      "windowSize": 8
    },
    "source": {
      "digest": "sha256:408cc5091a69d8043b1e1085582bd12105476af9a11d48d4a643b1cbdca955c7",
      "label": "read",
      "tag": "file"
    }
  },
  "detail": "edit requested",
  "facts": {},
  "input": {
    "find": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');",
    "path": "calculator.test.js",
    "replace": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply, divide } = require('./calculator');"
  },
  "kind": "write",
  "output": "",
  "outputBytes": 0,
  "toolName": "edit"
}

58tool-callharness2026-08-24T21:05:42.992Z

allowed edit: 46 bytes returned

provenance: model file

sha256:8873896e688b71bcb38930ed70d4d084b3d44121c005b93b418ba134d3bbe2af

payload
{
  "callId": "call_wqp2tvu8",
  "decision": "allowed",
  "decodedFields": [],
  "denial": null,
  "derivation": {
    "matched": true,
    "method": "ngram",
    "score": 0.65,
    "settings": {
      "minSubstringLength": 12,
      "ngramSize": 3,
      "threshold": 0.6,
      "windowSize": 8
    },
    "source": {
      "digest": "sha256:408cc5091a69d8043b1e1085582bd12105476af9a11d48d4a643b1cbdca955c7",
      "label": "read",
      "tag": "file"
    }
  },
  "detail": "46 bytes returned",
  "facts": {
    "bytes": 462,
    "occurrences": 1,
    "path": "calculator.test.js"
  },
  "input": {
    "find": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');",
    "path": "calculator.test.js",
    "replace": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply, divide } = require('./calculator');"
  },
  "kind": "write",
  "output": "replaced 1 occurrence(s) in calculator.test.js",
  "outputBytes": 46,
  "toolName": "edit"
}

59model-calllocal:qwen3-coder-next:latest2026-08-24T21:05:54.758Z

step 6 of local:qwen3-coder-next:latest, 231 output tokens

provenance: model

sha256:807ab1641e38f5831b0d182a887190d35d1c5cdf9947dd10aa4835d6dd09fab3

payload
{
  "finishReason": "tool-calls",
  "inputTokens": 4146,
  "outputTokens": 231,
  "performance": {
    "firstTokenMs": 11732.244917000004,
    "outputTokensPerSecond": 9275.587460899013,
    "responseTimeMs": 11757.149000000005
  },
  "prompt": {
    "maxOutputTokens": 8192,
    "messages": [
      {
        "role": "user",
        "text": "create calculator.js exporting add and multiply, and calculator.test.js covering both with node:test. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_p71yh4e3",
            "input": {
              "files": [
                "calculator.js",
                "calculator.test.js"
              ]
            },
            "toolName": "declare_file_set"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_p71yh4e3",
            "failed": false,
            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:db3b1f6d6ac39f23b483246d2fe326c4f6e9c1fa211d6c716bd239d4f8ed03f1 kind tool-call:declare_file_set]",
            "toolName": "declare_file_set"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_rvzvmnrg",
            "input": {
              "content": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n",
              "path": "calculator.js"
            },
            "toolName": "write"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_rvzvmnrg",
            "failed": false,
            "output": "wrote 121 bytes to calculator.js\n[evidence record sha256:22c5e364cbc28cef8eefb47cb46a7ae7f501803d0544b9108ea29b1703f34c77 kind tool-call:write]",
            "toolName": "write"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_oj0cnpjv",
            "input": {
              "content": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n",
              "path": "calculator.test.js"
            },
            "toolName": "write"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_oj0cnpjv",
            "failed": false,
            "output": "wrote 454 bytes to calculator.test.js\n[evidence record sha256:56539fd065416ab531fbd8e691e0ef6b02cd9fb15bb1c57fc22b0c394a6c26f6 kind tool-call:write]",
            "toolName": "write"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_jeickfx1",
            "input": {
              "command": "node calculator.test.js"
            },
            "toolName": "shell"
          }
        ]
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      {
        "outcomes": [
          {
            "callId": "call_jeickfx1",
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            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.255ms)\n✔ multiply multiplies two numbers (0.059041ms)\nℹ tests 2\nℹ suites 0\nℹ pass 2\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 3.139375\n[evidence record sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd kind tool-call:shell]",
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            "output": "denied: input rejected: [\n  {\n    \"origin\": \"string\",\n    \"code\": \"invalid_format\",\n    \"format\": \"regex\",\n    \"pattern\": \"/^sha256:[0-9a-f]{64}$/\",\n    \"path\": [\n      \"record\"\n    ],\n    \"message\": \"Invalid string: must match pattern /^sha256:[0-9a-f]{64}$/\"\n  }\n]\n[evidence record sha256:9bb1f5705ddba09e1446a381388eb9ea0da6b63ea006a842f66c2c66d2899592 kind tool-call:claim]",
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        "toolCalls": [
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            "output": "UNVERIFIED (path-not-found): facts.pass does not exist in the cited record\n[evidence record sha256:2608f5d8388f2c12f22609c44600ec569dbbdfd59e0a7674fac7d548eb07225e kind tool-call:claim]",
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        "outcomes": [
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            "callId": "call_9o791f13",
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        "toolCalls": [
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        "outcomes": [
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            "callId": "call_153giq9u",
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            "output": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n\n[evidence record sha256:d760fb018c68ed673618ef24471e8231228add5d28f7b990b088eca1565318d6 kind tool-call:read]",
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            "input": {
              "find": "function multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };",
              "path": "calculator.js",
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        ]
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      {
        "outcomes": [
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            "callId": "call_0h1qui1a",
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            "output": "replaced 1 occurrence(s) in calculator.js\n[evidence record sha256:c6ae2a18fbd1f601acac43a15bda65c511adee4b4bec0302fd91cbf7468d56ed kind tool-call:edit]",
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        "toolCalls": [
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        "outcomes": [
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            "callId": "call_mhaotemd",
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            "output": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\n[evidence record sha256:27ea6e30fdd8e333daac9aff67e74eafacfcb97964da45abe7bc9c586f11c14a kind tool-call:read]",
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              "replace": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply, divide } = require('./calculator');"
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        "outcomes": [
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            "callId": "call_wqp2tvu8",
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            "output": "replaced 1 occurrence(s) in calculator.test.js\n[evidence record sha256:8873896e688b71bcb38930ed70d4d084b3d44121c005b93b418ba134d3bbe2af kind tool-call:edit]",
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    "tools": [
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      "edit",
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      "amend_file_set"
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  "response": {
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  "step": 6,
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60tool-callharness2026-08-24T21:05:54.760Z

requested edit: edit requested

provenance: model

sha256:e327150fd538ccb880d5d44334e9f456cbfb2578926fb9e987cfb2519e8af37c

payload
{
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61tool-callharness2026-08-24T21:05:54.761Z

allowed edit: 46 bytes returned

provenance: model

sha256:a6c70bc2bda9adf968c91cf899249e1e50c65ff336a27aa29e883535f6bf9d01

payload
{
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  "outputBytes": 46,
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}

62model-calllocal:qwen3-coder-next:latest2026-08-24T21:06:02.409Z

step 7 of local:qwen3-coder-next:latest, 25 output tokens

provenance: model

sha256:8dd050640497806315485a891ebf4f1c00a8cbb97b4820da53a17de1018040d9

payload
{
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      {
        "role": "assistant",
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          {
            "callId": "call_153giq9u",
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        "outcomes": [
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            "callId": "call_153giq9u",
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            "output": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n\n[evidence record sha256:d760fb018c68ed673618ef24471e8231228add5d28f7b990b088eca1565318d6 kind tool-call:read]",
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              "replace": "function multiply(a, b) {\n  return a * b;\n}\n\nfunction divide(a, b) {\n  if (b === 0) {\n    throw new Error('Division by zero');\n  }\n  return a / b;\n}\n\nmodule.exports = { add, multiply, divide };"
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        "outcomes": [
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            "output": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\n[evidence record sha256:27ea6e30fdd8e333daac9aff67e74eafacfcb97964da45abe7bc9c586f11c14a kind tool-call:read]",
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              "find": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');",
              "path": "calculator.test.js",
              "replace": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply, divide } = require('./calculator');"
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              "replace": "test('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\ntest('divide divides two numbers', () => {\n  assert.strictEqual(divide(6, 2), 3);\n  assert.strictEqual(divide(-6, 2), -3);\n  assert.strictEqual(divide(0, 5), 0);\n});\n\ntest('divide throws on division by zero', () => {\n  assert.throws(() => divide(5, 0), /Division by zero/);\n});"
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63tool-callharness2026-08-24T21:06:02.410Z

requested shell: shell requested

provenance: model

sha256:6f4a3ca60a4724e52a0fcbc03af9357c2019cfc332128e85ec2f9649bbee5911

payload
{
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64tool-callharness2026-08-24T21:06:02.453Z

allowed shell: 291 bytes returned

provenance: model

sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67

payload
{
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65model-calllocal:qwen3-coder-next:latest2026-08-24T21:06:13.697Z

step 8 of local:qwen3-coder-next:latest, 118 output tokens

provenance: model

sha256:50a7255edcc597368bd7113c826617e99559a1ee52ea04d2c452115f792a2ac7

payload
{
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      },
      {
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66tool-callharness2026-08-24T21:06:13.698Z

requested claim: claim requested

provenance: model

sha256:086156b49abcc916eaf4d6ec7054abd2894bb3a58415ced459c8d6b7421f684e

payload
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68tool-callharness2026-08-24T21:06:13.699Z

allowed claim: 74 bytes returned

provenance: model

sha256:e91ded3cb8ffd786ef25bcc1f000780ee3e14e70c14160ca4f50627267eaa8ab

payload
{
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  "denial": null,
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    "method": "none",
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  "output": "UNVERIFIED (path-not-found): facts.pass does not exist in the cited record",
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  "toolName": "claim"
}

69model-calllocal:qwen3-coder-next:latest2026-08-24T21:06:18.114Z

step 9 of local:qwen3-coder-next:latest, 112 output tokens

provenance: model

sha256:477aa02f489ff41708ed1a14530f71b78efb5f71a224f6ac81f2d90d6404440c

payload
{
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  "prompt": {
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    "messages": [
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        "role": "user",
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      },
      {
        "outcomes": [
          {
            "callId": "call_p71yh4e3",
            "failed": false,
            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:db3b1f6d6ac39f23b483246d2fe326c4f6e9c1fa211d6c716bd239d4f8ed03f1 kind tool-call:declare_file_set]",
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        ]
      },
      {
        "outcomes": [
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      {
        "outcomes": [
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        "text": "",
        "toolCalls": [
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            "output": "denied: input rejected: [\n  {\n    \"origin\": \"string\",\n    \"code\": \"invalid_format\",\n    \"format\": \"regex\",\n    \"pattern\": \"/^sha256:[0-9a-f]{64}$/\",\n    \"path\": [\n      \"record\"\n    ],\n    \"message\": \"Invalid string: must match pattern /^sha256:[0-9a-f]{64}$/\"\n  }\n]\n[evidence record sha256:9bb1f5705ddba09e1446a381388eb9ea0da6b63ea006a842f66c2c66d2899592 kind tool-call:claim]",
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        "toolCalls": [
          {
            "callId": "call_9o791f13",
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        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_9o791f13",
            "failed": false,
            "output": "VERIFIED: the harness evaluated the predicate against the cited tool-call:shell record and it held\n[evidence record sha256:389bd3173886bd07097dbbad66578972458378480bd44be6e32194a0a4e0a324 kind tool-call:claim]",
            "toolName": "claim"
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        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "Created `calculator.js` with `add` and `multiply` functions exported, and `calculator.test.js` with tests using `node:test`. Tests pass successfully.",
        "toolCalls": []
      },
      {
        "role": "user",
        "text": "add a divide function to calculator.js that throws on division by zero, and cover both cases in calculator.test.js. Do not modify package.json."
      },
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        "role": "assistant",
        "text": "",
        "toolCalls": [
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                "calculator.test.js"
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      {
        "outcomes": [
          {
            "callId": "call_veu8pqbs",
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            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:eae14832eea7f945e303fba32fa4854d837e0eac2ddd0e0dea98f2f8bc5e9274 kind tool-call:declare_file_set]",
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              "replace": "function multiply(a, b) {\n  return a * b;\n}\n\nfunction divide(a, b) {\n  if (b === 0) {\n    throw new Error('Division by zero');\n  }\n  return a / b;\n}\n\nmodule.exports = { add, multiply, divide };"
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            "toolName": "edit"
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            "callId": "call_0h1qui1a",
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            "toolName": "edit"
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      {
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        "toolCalls": [
          {
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        "outcomes": [
          {
            "callId": "call_mhaotemd",
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            "output": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\n[evidence record sha256:27ea6e30fdd8e333daac9aff67e74eafacfcb97964da45abe7bc9c586f11c14a kind tool-call:read]",
            "toolName": "read"
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      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
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            "callId": "call_wqp2tvu8",
            "input": {
              "find": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');",
              "path": "calculator.test.js",
              "replace": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply, divide } = require('./calculator');"
            },
            "toolName": "edit"
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        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_wqp2tvu8",
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        "toolCalls": [
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            "input": {
              "find": "test('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});",
              "path": "calculator.test.js",
              "replace": "test('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\ntest('divide divides two numbers', () => {\n  assert.strictEqual(divide(6, 2), 3);\n  assert.strictEqual(divide(-6, 2), -3);\n  assert.strictEqual(divide(0, 5), 0);\n});\n\ntest('divide throws on division by zero', () => {\n  assert.throws(() => divide(5, 0), /Division by zero/);\n});"
            },
            "toolName": "edit"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_e0k858g4",
            "failed": false,
            "output": "replaced 1 occurrence(s) in calculator.test.js\n[evidence record sha256:a6c70bc2bda9adf968c91cf899249e1e50c65ff336a27aa29e883535f6bf9d01 kind tool-call:edit]",
            "toolName": "edit"
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        "toolCalls": [
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        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_gzr7zwlk",
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            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.263125ms)\n✔ multiply multiplies two numbers (0.047875ms)\n✔ divide divides two numbers (0.037833ms)\n✔ divide throws on division by zero (0.127417ms)\nℹ tests 4\nℹ suites 0\nℹ pass 4\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 2.830833\n[evidence record sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67 kind tool-call:shell]",
            "toolName": "shell"
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      {
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        "toolCalls": [
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            "callId": "call_699qglum",
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        "outcomes": [
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            "callId": "call_699qglum",
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            "output": "UNVERIFIED (path-not-found): facts.pass does not exist in the cited record\n[evidence record sha256:e91ded3cb8ffd786ef25bcc1f000780ee3e14e70c14160ca4f50627267eaa8ab kind tool-call:claim]",
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        ],
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    ],
    "sampling": null,
    "system": "You are a coding agent working inside one workspace directory. State a short plan on your first turn, then use the tools to carry it out. Before you edit anything, call declare_file_set with the files you intend to touch: a change to a file outside that set fails the file-set gate. If the work turns out to need another file, call amend_file_set with a reason a reviewer will read. Read before you edit. Make the smallest change that satisfies the task. Every tool result ends with an [evidence record sha256:... kind ...] trailer naming the ledger record it produced and what kind of record it is. To assert that work is done, call the claim tool with a predicate over such a record, the record digest, and that record kind: for example predicate \"facts.exitCode == 0\" with recordKind \"tool-call:shell\", citing the record of the test command you ran. A claim whose kind does not match the record it cites renders UNVERIFIED, so a predicate that happens to hold against some other record never stands in for the one you are claiming about. The harness evaluates the predicate and decides the verdict; your prose never counts as a result. When the work is done, reply with a summary and no tool calls. Quality gates then run against the workspace. If one fails you will be given its raw output and asked to fix it. Fixes are measured: removing tests, removing assertions, adding skip markers, or lowering coverage of the lines you changed gets the attempt rejected outright.",
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      "write",
      "edit",
      "list",
      "search",
      "shell",
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      "amend_file_set"
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  "response": {
    "finishReason": "tool-calls",
    "inputTokens": 4914,
    "outputTokens": 112,
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70tool-callharness2026-08-24T21:06:18.115Z

requested claim: claim requested

provenance: model

sha256:a9121f358a2799e119187047380e1e8ecee5761f556c95d8324eab422d46e2c5

payload
{
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  "decision": "requested",
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  "denial": null,
  "derivation": {
    "matched": false,
    "method": "none",
    "score": 0,
    "settings": {
      "minSubstringLength": 12,
      "ngramSize": 3,
      "threshold": 0.6,
      "windowSize": 8
    },
    "source": null
  },
  "detail": "claim requested",
  "facts": {},
  "input": {
    "predicate": "facts.exitCode == 0",
    "record": "sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67",
    "recordKind": "tool-call:shell"
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  "kind": "evidence",
  "output": "",
  "outputBytes": 0,
  "toolName": "claim"
}

72tool-callharness2026-08-24T21:06:18.117Z

allowed claim: 98 bytes returned

provenance: model

sha256:f7d8d12103ddc095b537a1fb920850950953e656befd0ed97af092ecf7f75002

payload
{
  "callId": "call_rncg78dh",
  "decision": "allowed",
  "decodedFields": [],
  "denial": null,
  "derivation": {
    "matched": false,
    "method": "none",
    "score": 0,
    "settings": {
      "minSubstringLength": 12,
      "ngramSize": 3,
      "threshold": 0.6,
      "windowSize": 8
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    "source": null
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  "detail": "98 bytes returned",
  "facts": {
    "predicate": "facts.exitCode == 0",
    "reason": "none",
    "recordKind": "tool-call:shell",
    "verdict": "verified"
  },
  "input": {
    "predicate": "facts.exitCode == 0",
    "record": "sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67",
    "recordKind": "tool-call:shell"
  },
  "kind": "evidence",
  "output": "VERIFIED: the harness evaluated the predicate against the cited tool-call:shell record and it held",
  "outputBytes": 98,
  "toolName": "claim"
}

73model-calllocal:qwen3-coder-next:latest2026-08-24T21:06:21.339Z

step 10 of local:qwen3-coder-next:latest, 47 output tokens

provenance: model

sha256:682fdff166f6ef31ff8621333d0b6aabde8a8bd9495bb90120d9ea3ebd59b120

payload
{
  "finishReason": "stop",
  "inputTokens": 5128,
  "outputTokens": 47,
  "performance": {
    "firstTokenMs": 1742.4631669999944,
    "outputTokensPerSecond": 32.03652073934669,
    "responseTimeMs": 3209.5388329999987
  },
  "prompt": {
    "maxOutputTokens": 8192,
    "messages": [
      {
        "role": "user",
        "text": "create calculator.js exporting add and multiply, and calculator.test.js covering both with node:test. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_p71yh4e3",
            "input": {
              "files": [
                "calculator.js",
                "calculator.test.js"
              ]
            },
            "toolName": "declare_file_set"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_p71yh4e3",
            "failed": false,
            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:db3b1f6d6ac39f23b483246d2fe326c4f6e9c1fa211d6c716bd239d4f8ed03f1 kind tool-call:declare_file_set]",
            "toolName": "declare_file_set"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_rvzvmnrg",
            "input": {
              "content": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n",
              "path": "calculator.js"
            },
            "toolName": "write"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_rvzvmnrg",
            "failed": false,
            "output": "wrote 121 bytes to calculator.js\n[evidence record sha256:22c5e364cbc28cef8eefb47cb46a7ae7f501803d0544b9108ea29b1703f34c77 kind tool-call:write]",
            "toolName": "write"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_oj0cnpjv",
            "input": {
              "content": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n",
              "path": "calculator.test.js"
            },
            "toolName": "write"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_oj0cnpjv",
            "failed": false,
            "output": "wrote 454 bytes to calculator.test.js\n[evidence record sha256:56539fd065416ab531fbd8e691e0ef6b02cd9fb15bb1c57fc22b0c394a6c26f6 kind tool-call:write]",
            "toolName": "write"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_jeickfx1",
            "input": {
              "command": "node calculator.test.js"
            },
            "toolName": "shell"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_jeickfx1",
            "failed": false,
            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.255ms)\n✔ multiply multiplies two numbers (0.059041ms)\nℹ tests 2\nℹ suites 0\nℹ pass 2\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 3.139375\n[evidence record sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd kind tool-call:shell]",
            "toolName": "shell"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_ie374oc0",
            "input": {
              "predicate": "facts.exitCode == 0 && facts.pass == 2",
              "record": "f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd",
              "recordKind": "tool-call:shell"
            },
            "toolName": "claim"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_ie374oc0",
            "failed": true,
            "output": "denied: input rejected: [\n  {\n    \"origin\": \"string\",\n    \"code\": \"invalid_format\",\n    \"format\": \"regex\",\n    \"pattern\": \"/^sha256:[0-9a-f]{64}$/\",\n    \"path\": [\n      \"record\"\n    ],\n    \"message\": \"Invalid string: must match pattern /^sha256:[0-9a-f]{64}$/\"\n  }\n]\n[evidence record sha256:9bb1f5705ddba09e1446a381388eb9ea0da6b63ea006a842f66c2c66d2899592 kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_wkcrah24",
            "input": {
              "predicate": "facts.exitCode == 0 && facts.pass == 2",
              "record": "sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd",
              "recordKind": "tool-call:shell"
            },
            "toolName": "claim"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_wkcrah24",
            "failed": false,
            "output": "UNVERIFIED (path-not-found): facts.pass does not exist in the cited record\n[evidence record sha256:2608f5d8388f2c12f22609c44600ec569dbbdfd59e0a7674fac7d548eb07225e kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_9o791f13",
            "input": {
              "predicate": "facts.exitCode == 0",
              "record": "sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd",
              "recordKind": "tool-call:shell"
            },
            "toolName": "claim"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_9o791f13",
            "failed": false,
            "output": "VERIFIED: the harness evaluated the predicate against the cited tool-call:shell record and it held\n[evidence record sha256:389bd3173886bd07097dbbad66578972458378480bd44be6e32194a0a4e0a324 kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "Created `calculator.js` with `add` and `multiply` functions exported, and `calculator.test.js` with tests using `node:test`. Tests pass successfully.",
        "toolCalls": []
      },
      {
        "role": "user",
        "text": "add a divide function to calculator.js that throws on division by zero, and cover both cases in calculator.test.js. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_veu8pqbs",
            "input": {
              "files": [
                "calculator.js",
                "calculator.test.js"
              ]
            },
            "toolName": "declare_file_set"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_veu8pqbs",
            "failed": false,
            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:eae14832eea7f945e303fba32fa4854d837e0eac2ddd0e0dea98f2f8bc5e9274 kind tool-call:declare_file_set]",
            "toolName": "declare_file_set"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_153giq9u",
            "input": {
              "path": "calculator.js"
            },
            "toolName": "read"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_153giq9u",
            "failed": false,
            "output": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n\n[evidence record sha256:d760fb018c68ed673618ef24471e8231228add5d28f7b990b088eca1565318d6 kind tool-call:read]",
            "toolName": "read"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_0h1qui1a",
            "input": {
              "find": "function multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };",
              "path": "calculator.js",
              "replace": "function multiply(a, b) {\n  return a * b;\n}\n\nfunction divide(a, b) {\n  if (b === 0) {\n    throw new Error('Division by zero');\n  }\n  return a / b;\n}\n\nmodule.exports = { add, multiply, divide };"
            },
            "toolName": "edit"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_0h1qui1a",
            "failed": false,
            "output": "replaced 1 occurrence(s) in calculator.js\n[evidence record sha256:c6ae2a18fbd1f601acac43a15bda65c511adee4b4bec0302fd91cbf7468d56ed kind tool-call:edit]",
            "toolName": "edit"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_mhaotemd",
            "input": {
              "path": "calculator.test.js"
            },
            "toolName": "read"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_mhaotemd",
            "failed": false,
            "output": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\n[evidence record sha256:27ea6e30fdd8e333daac9aff67e74eafacfcb97964da45abe7bc9c586f11c14a kind tool-call:read]",
            "toolName": "read"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_wqp2tvu8",
            "input": {
              "find": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');",
              "path": "calculator.test.js",
              "replace": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply, divide } = require('./calculator');"
            },
            "toolName": "edit"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_wqp2tvu8",
            "failed": false,
            "output": "replaced 1 occurrence(s) in calculator.test.js\n[evidence record sha256:8873896e688b71bcb38930ed70d4d084b3d44121c005b93b418ba134d3bbe2af kind tool-call:edit]",
            "toolName": "edit"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_e0k858g4",
            "input": {
              "find": "test('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});",
              "path": "calculator.test.js",
              "replace": "test('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\ntest('divide divides two numbers', () => {\n  assert.strictEqual(divide(6, 2), 3);\n  assert.strictEqual(divide(-6, 2), -3);\n  assert.strictEqual(divide(0, 5), 0);\n});\n\ntest('divide throws on division by zero', () => {\n  assert.throws(() => divide(5, 0), /Division by zero/);\n});"
            },
            "toolName": "edit"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_e0k858g4",
            "failed": false,
            "output": "replaced 1 occurrence(s) in calculator.test.js\n[evidence record sha256:a6c70bc2bda9adf968c91cf899249e1e50c65ff336a27aa29e883535f6bf9d01 kind tool-call:edit]",
            "toolName": "edit"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_gzr7zwlk",
            "input": {
              "command": "node calculator.test.js"
            },
            "toolName": "shell"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_gzr7zwlk",
            "failed": false,
            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.263125ms)\n✔ multiply multiplies two numbers (0.047875ms)\n✔ divide divides two numbers (0.037833ms)\n✔ divide throws on division by zero (0.127417ms)\nℹ tests 4\nℹ suites 0\nℹ pass 4\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 2.830833\n[evidence record sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67 kind tool-call:shell]",
            "toolName": "shell"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_699qglum",
            "input": {
              "predicate": "facts.exitCode == 0 && facts.pass == 4",
              "record": "sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67",
              "recordKind": "tool-call:shell"
            },
            "toolName": "claim"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_699qglum",
            "failed": false,
            "output": "UNVERIFIED (path-not-found): facts.pass does not exist in the cited record\n[evidence record sha256:e91ded3cb8ffd786ef25bcc1f000780ee3e14e70c14160ca4f50627267eaa8ab kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_rncg78dh",
            "input": {
              "predicate": "facts.exitCode == 0",
              "record": "sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67",
              "recordKind": "tool-call:shell"
            },
            "toolName": "claim"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_rncg78dh",
            "failed": false,
            "output": "VERIFIED: the harness evaluated the predicate against the cited tool-call:shell record and it held\n[evidence record sha256:f7d8d12103ddc095b537a1fb920850950953e656befd0ed97af092ecf7f75002 kind tool-call:claim]",
            "toolName": "claim"
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        ],
        "role": "tool"
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    ],
    "sampling": null,
    "system": "You are a coding agent working inside one workspace directory. State a short plan on your first turn, then use the tools to carry it out. Before you edit anything, call declare_file_set with the files you intend to touch: a change to a file outside that set fails the file-set gate. If the work turns out to need another file, call amend_file_set with a reason a reviewer will read. Read before you edit. Make the smallest change that satisfies the task. Every tool result ends with an [evidence record sha256:... kind ...] trailer naming the ledger record it produced and what kind of record it is. To assert that work is done, call the claim tool with a predicate over such a record, the record digest, and that record kind: for example predicate \"facts.exitCode == 0\" with recordKind \"tool-call:shell\", citing the record of the test command you ran. A claim whose kind does not match the record it cites renders UNVERIFIED, so a predicate that happens to hold against some other record never stands in for the one you are claiming about. The harness evaluates the predicate and decides the verdict; your prose never counts as a result. When the work is done, reply with a summary and no tool calls. Quality gates then run against the workspace. If one fails you will be given its raw output and asked to fix it. Fixes are measured: removing tests, removing assertions, adding skip markers, or lowering coverage of the lines you changed gets the attempt rejected outright.",
    "tools": [
      "read",
      "write",
      "edit",
      "list",
      "search",
      "shell",
      "claim",
      "declare_file_set",
      "amend_file_set"
    ]
  },
  "response": {
    "finishReason": "stop",
    "inputTokens": 5128,
    "outputTokens": 47,
    "performance": {
      "firstTokenMs": 1742.4631669999944,
      "outputTokensPerSecond": 32.03652073934669,
      "responseTimeMs": 3209.5388329999987
    },
    "text": "Done. Added `divide` function to `calculator.js` that throws on division by zero, and added tests in `calculator.test.js` covering both normal division and the zero-division error case. All 4 tests pass.",
    "toolCalls": []
  },
  "step": 10,
  "toolCallCount": 0
}

74session-stoppedharness2026-08-24T21:06:21.340Z

completed after 10 steps

provenance: model

sha256:90602b280f441894accd235196d2a86d90da8958b20f32479792931272c7959f

payload
{
  "completionNarrative": "Done. Added `divide` function to `calculator.js` that throws on division by zero, and added tests in `calculator.test.js` covering both normal division and the zero-division error case. All 4 tests pass.",
  "steps": 10,
  "stopReason": "completed",
  "tokensUsed": 42011
}

75gate-runharness2026-08-24T21:06:21.400Z

gate typecheck: not-applicable (package.json declares no typecheck script)

provenance: tool-output

sha256:21692aba9a951310bb897c1a9cf74c4292b2a5a7f24442160c35e32fe3c20cdd

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "package.json declares no typecheck script",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "typecheck",
  "measures": {},
  "outputTruncated": false,
  "severity": "blocking",
  "status": "not-applicable",
  "stderr": "",
  "stdout": "",
  "title": "typecheck (node)",
  "unavailable": "package.json declares no typecheck script"
}

76gate-runharness2026-08-24T21:06:21.400Z

gate lint: not-applicable (package.json declares no lint script)

provenance: tool-output

sha256:ce59b3ecfeeff95ea0c7d0e8997163d3cbcce677eeca530f1d75e8b5349954c1

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "package.json declares no lint script",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "lint",
  "measures": {},
  "outputTruncated": false,
  "severity": "blocking",
  "status": "not-applicable",
  "stderr": "",
  "stdout": "",
  "title": "lint (node)",
  "unavailable": "package.json declares no lint script"
}

77gate-runharness2026-08-24T21:06:21.400Z

gate format: not-applicable (package.json declares no check-only format script, and running a writing formatter as a gate would edit the tree it is judging)

provenance: tool-output

sha256:f52f338fc09ae92740c27b595a8a40571763e29217c54191c82b0fbaf466cbc5

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "package.json declares no check-only format script, and running a writing formatter as a gate would edit the tree it is judging",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "format",
  "measures": {},
  "outputTruncated": false,
  "severity": "blocking",
  "status": "not-applicable",
  "stderr": "",
  "stdout": "",
  "title": "format (node)",
  "unavailable": "package.json declares no check-only format script, and running a writing formatter as a gate would edit the tree it is judging"
}

78gate-runharness2026-08-24T21:06:21.479Z

gate tests: passed (4 collected, 4 passed, 0 failed, 0 skipped (exit 0))

provenance: tool-output

sha256:e92de1908def09fc7969a3fd35ebc9766f19486aaacaddd6b2dd996c52bd53be

payload
{
  "argv": [
    "node",
    "--test",
    "--experimental-test-coverage",
    "--test-isolation=process",
    "--test-reporter=tap",
    "--test-reporter-destination=stdout",
    "--test-reporter=lcov",
    "--test-reporter-destination=/Users/brad/.swarm/sessions/20260824T210426-49a38a/coverage/tests.lcov"
  ],
  "attempt": 0,
  "blocking": true,
  "command": "node --test --experimental-test-coverage --test-isolation=process --test-reporter=tap --test-reporter-destination=stdout --test-reporter=lcov --test-reporter-destination=/Users/brad/.swarm/sessions/20260824T210426-49a38a/coverage/tests.lcov",
  "detail": "4 collected, 4 passed, 0 failed, 0 skipped (exit 0)",
  "durationMs": 77,
  "exitCode": 0,
  "gateId": "tests",
  "measures": {
    "testsCollected": 4,
    "testsFailed": 0,
    "testsPassed": 4,
    "testsSkipped": 0
  },
  "outputTruncated": false,
  "severity": "blocking",
  "status": "passed",
  "stderr": "",
  "stdout": "TAP version 13\n# Subtest: add adds two numbers\nok 1 - add adds two numbers\n  ---\n  duration_ms: 0.324083\n  type: 'test'\n  ...\n# Subtest: multiply multiplies two numbers\nok 2 - multiply multiplies two numbers\n  ---\n  duration_ms: 0.047292\n  type: 'test'\n  ...\n# Subtest: divide divides two numbers\nok 3 - divide divides two numbers\n  ---\n  duration_ms: 0.0445\n  type: 'test'\n  ...\n# Subtest: divide throws on division by zero\nok 4 - divide throws on division by zero\n  ---\n  duration_ms: 0.145\n  type: 'test'\n  ...\n1..4\n# tests 4\n# suites 0\n# pass 4\n# fail 0\n# cancelled 0\n# skipped 0\n# todo 0\n# duration_ms 37.21475\n# start of coverage report\n# --------------------------------------------------------------\n# file          | line % | branch % | funcs % | uncovered lines\n# --------------------------------------------------------------\n# calculator.js | 100.00 |   100.00 |  100.00 | \n# --------------------------------------------------------------\n# all files     | 100.00 |   100.00 |  100.00 | \n# --------------------------------------------------------------\n# end of coverage report\n",
  "title": "tests (node --test --experimental-test-coverage --test-isolation=process --test-reporter=tap --test-reporter-destination=stdout --test-reporter=lcov --test-reporter-destination=/Users/brad/.swarm/sessions/20260824T210426-49a38a/coverage/tests.lcov)",
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}

79gate-runharness2026-08-24T21:06:21.479Z

gate file-set: passed (all 2 changed file(s) are inside the declared set of 2, and every one of them was declared before it was edited)

provenance: tool-output

sha256:997d4e20e599727107891a8b4e14290ae50897522a923701c748397ecf09f74e

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "all 2 changed file(s) are inside the declared set of 2, and every one of them was declared before it was edited",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "file-set",
  "measures": {
    "fileSetAmendments": 0,
    "filesDeclared": 2,
    "filesEditedBeforeDeclared": 0,
    "filesOutsideDeclaredSet": 0
  },
  "outputTruncated": false,
  "severity": "blocking",
  "status": "passed",
  "stderr": "",
  "stdout": "{\n  \"detail\": \"all 2 changed file(s) are inside the declared set of 2, and every one of them was declared before it was edited\",\n  \"outside\": [],\n  \"editedBeforeAuthorized\": [],\n  \"declared\": [\n    \"calculator.js\",\n    \"calculator.test.js\"\n  ],\n  \"amendments\": 0,\n  \"measures\": {\n    \"filesOutsideDeclaredSet\": 0,\n    \"filesEditedBeforeDeclared\": 0,\n    \"filesDeclared\": 2,\n    \"fileSetAmendments\": 0\n  }\n}",
  "title": "changes stay inside the declared file set",
  "unavailable": null
}

80gate-runharness2026-08-24T21:06:21.480Z

gate placeholder: passed (no placeholder marker was introduced by this change)

provenance: tool-output

sha256:9131d983387de9eb7d4119e3372e9aaeac213d679f40fe6ce44d305ae201cbec

payload
{
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  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "no placeholder marker was introduced by this change",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "placeholder",
  "measures": {
    "placeholdersIntroduced": 0
  },
  "outputTruncated": false,
  "severity": "blocking",
  "status": "passed",
  "stderr": "",
  "stdout": "{\n  \"detail\": \"no placeholder marker was introduced by this change\",\n  \"findings\": [],\n  \"measures\": {\n    \"placeholdersIntroduced\": 0\n  }\n}",
  "title": "no placeholder markers introduced",
  "unavailable": null
}

81gate-runharness2026-08-24T21:06:21.480Z

gate secret-scan: passed (no known credential pattern appears in the added lines)

provenance: tool-output

sha256:a7835a09b3b3084e5c8717793a57f87b6a2b53a47b0299f58c1506c7fb1d34ef

payload
{
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  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "no known credential pattern appears in the added lines",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "secret-scan",
  "measures": {
    "secretMatches": 0
  },
  "outputTruncated": false,
  "severity": "blocking",
  "status": "passed",
  "stderr": "",
  "stdout": "{\n  \"detail\": \"no known credential pattern appears in the added lines\",\n  \"hits\": [],\n  \"measures\": {\n    \"secretMatches\": 0\n  }\n}",
  "title": "no credential material in the change",
  "unavailable": null
}

82gate-runharness2026-08-24T21:06:21.481Z

gate diff-budget: passed (within budget: 2 file(s) and 19 added line(s))

provenance: tool-output

sha256:5f34ee3a02979fb4a517f1b0a01e92516ec0ad1f17e19502ed8cb8c139773dbc

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": false,
  "command": null,
  "detail": "within budget: 2 file(s) and 19 added line(s)",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "diff-budget",
  "measures": {
    "addedLines": 19,
    "changedFiles": 2,
    "maxAddedLines": 600,
    "maxChangedFiles": 12
  },
  "outputTruncated": false,
  "severity": "advisory",
  "status": "passed",
  "stderr": "",
  "stdout": "{\n  \"detail\": \"within budget: 2 file(s) and 19 added line(s)\",\n  \"overBudget\": false,\n  \"justificationRequired\": false,\n  \"measures\": {\n    \"changedFiles\": 2,\n    \"addedLines\": 19,\n    \"maxChangedFiles\": 12,\n    \"maxAddedLines\": 600\n  }\n}",
  "title": "change stays inside its size budget",
  "unavailable": null
}

83ratchet-decisionharness2026-08-24T21:06:21.493Z

the final state against the base commit accepted: the ratchet accepted the attempt: no measure moved the wrong way (not compared: testsCollected, changedLineCoverage)

provenance: tool-output

sha256:e4e7cdcc455303ccb9c5f2c7169849a0a67c2a72693adc1376e476eeb370aa18

payload
{
  "abstentions": [
    {
      "measure": "testsCollected",
      "reason": "it was measured on only one side of the attempt, so there is nothing to compare"
    },
    {
      "measure": "changedLineCoverage",
      "reason": "it was measured on only one side of the attempt, so there is nothing to compare"
    }
  ],
  "accepted": true,
  "attempt": 0,
  "detail": "the ratchet accepted the attempt: no measure moved the wrong way (not compared: testsCollected, changedLineCoverage)",
  "gates": {
    "after": {
      "diff-budget": "passed",
      "file-set": "passed",
      "format": "not-applicable",
      "lint": "not-applicable",
      "placeholder": "passed",
      "secret-scan": "passed",
      "tests": "passed",
      "typecheck": "not-applicable"
    },
    "before": {}
  },
  "measures": {
    "after": {
      "assertions": 11,
      "changedLineCoverage": 1,
      "skipMarkers": 0,
      "testsCollected": 4,
      "testsDeclared": 4
    },
    "before": {
      "assertions": 7,
      "changedLineCoverage": null,
      "skipMarkers": 0,
      "testsCollected": null,
      "testsDeclared": 2
    }
  },
  "newSpecifications": [],
  "respecification": [],
  "scope": "base",
  "violations": []
}

84workspace-diffharness2026-08-24T21:06:21.522Z

the change this task made, 999 characters of patch against 2ea0edb3179f8fa09139993fb958caa3542f48ae

provenance: model

sha256:d6b6cbf7dbcd5744f224b849956dff99879cacf887236f5f36658772ef53ba96

payload
{
  "baseRef": "2ea0edb3179f8fa09139993fb958caa3542f48ae",
  "characters": 999,
  "patch": "diff --git a/calculator.js b/calculator.js\nindex c479731..0e55663 100644\n--- a/calculator.js\n+++ b/calculator.js\n@@ -9 +9,8 @@ function multiply(a, b) {\n-module.exports = { add, multiply };\n+function divide(a, b) {\n+  if (b === 0) {\n+    throw new Error('Division by zero');\n+  }\n+  return a / b;\n+}\n+\n+module.exports = { add, multiply, divide };\ndiff --git a/calculator.test.js b/calculator.test.js\nindex 657941c..64bd41e 100644\n--- a/calculator.test.js\n+++ b/calculator.test.js\n@@ -3 +3 @@ const assert = require('node:assert');\n-const { add, multiply } = require('./calculator');\n+const { add, multiply, divide } = require('./calculator');\n@@ -15,0 +16,10 @@ test('multiply multiplies two numbers', () => {\n+\n+test('divide divides two numbers', () => {\n+  assert.strictEqual(divide(6, 2), 3);\n+  assert.strictEqual(divide(-6, 2), -3);\n+  assert.strictEqual(divide(0, 5), 0);\n+});\n+\n+test('divide throws on division by zero', () => {\n+  assert.throws(() => divide(5, 0), /Division by zero/);\n+});\n",
  "truncated": false
}

85rewardharness2026-08-24T21:06:21.664Z

scored 0.6547144899228529 after 63s, costing nothing

provenance: tool-output

sha256:08a3f88adef6aee7872d44833cb88defc49c9048abb3e0d65f48fa67dfca1b34

payload
{
  "assignment": "pinned",
  "attempts": 0,
  "changedFiles": 2,
  "costDetail": "local:qwen3-coder-next:latest runs locally; the tokens were not bought",
  "costInputTokens": 60576,
  "costOutputTokens": 1458,
  "costSource": "local",
  "costUsd": 0,
  "latencyMs": 63286,
  "model": "local:qwen3-coder-next:latest",
  "ratchet": {
    "assertions": 11,
    "attempts": 0,
    "changedLineCoverage": 1,
    "erosions": 0,
    "rejected": 0,
    "settled": "green",
    "skipMarkers": 0,
    "testsCollected": 4,
    "testsDeclared": 4
  },
  "recordedAt": 1787605581523,
  "reward": 0.6547144899228529,
  "rewardReason": "green with 0 retries, 63s, and $0.0000",
  "schemaVersion": 2,
  "sessionId": "20260824T210426-49a38a",
  "taskClass": "edit",
  "taskClassRule": "nothing more specific matched, so it is read as an ordinary edit"
}

86local-endpointharness2026-08-24T21:06:21.730Z

local models served from http://127.0.0.1:11434/v1, pinned by flag

provenance: user

sha256:a87567718ff7c786e700db23a7ca81703254ed3ed810dc248e9db84dc9a56158

payload
{
  "chosen": "pinned",
  "origin": "flag",
  "reason": "pinned by flag",
  "url": "http://127.0.0.1:11434/v1"
}

87calibration-preflightharness2026-08-24T21:06:21.751Z

calibration-preflight

provenance: tool-output

sha256:6851368b0517383b46bb221c659988802d9a23f1c471299366db5c8efcc1a352

payload
{
  "backend": "http://127.0.0.1:11434/v1",
  "endpoint": "http://127.0.0.1:11434/v1/models",
  "enumerated": true,
  "excluded": [],
  "failure": null,
  "models": [
    {
      "model": "local:qwen3-coder-next:latest",
      "outcome": "served",
      "servedId": "qwen3-coder-next:latest"
    }
  ],
  "requested": [
    "local:qwen3-coder-next:latest"
  ],
  "runnable": [
    "local:qwen3-coder-next:latest"
  ],
  "served": [
    "resident-fast:2b",
    "resident-heavy:24b",
    "resident-reason:e4b",
    "resident-embed:0.6b",
    "mistral-small3.2:24b",
    "qwen3.5:2b-q4_K_M",
    "qwen3.6:35b-mlx",
    "qwen3-embedding:0.6b",
    "qwen3.5:2b-mlx",
    "gemma3:1b",
    "hf.co/huihui-ai/Huihui-Qwen3.6-35B-A3B-Claude-4.7-Opus-abliterated-MTP-GGUF:Q6_K",
    "deepseek-v4-pro:cloud",
    "kimi-k2:1t-cloud",
    "kimi-k2.6:cloud",
    "dolphin-llama3:70b-v2.9-q4_K_M",
    "gemma4:26b-a4b-it-q8_0",
    "gemma4:e4b-it-q8_0",
    "gemma4:31b-it-q8_0",
    "glm-5.1:cloud",
    "lobby-coder:latest",
    "qwen-coder-next-cline:latest",
    "qwen3-coder-next:q4_K_M",
    "qwen3.6-cline:latest",
    "qwen3.6-cline-act:latest",
    "qwen3.6-cline-plan:latest",
    "llama3.3:70b",
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    "gemma4:31b",
    "qwen3-coder-next:latest"
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}

88session-startedharness2026-08-24T21:06:21.756Z

task: add a percent function to calculator.js in a new file percent.js instead, exporting percentOf, and cover it in percent.test.js. Do not modify package.json.

provenance: user

sha256:d24721ed46bbe992a3407064ab244715aa04f41e20aba5062aae29dcab29532d

payload
{
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  "baseRef": "c3accdecb2e16196ce79af7c1420f5eaa047cd1b",
  "maxSteps": 16,
  "modelSpec": "local:qwen3-coder-next:latest",
  "task": "add a percent function to calculator.js in a new file percent.js instead, exporting percentOf, and cover it in percent.test.js. Do not modify package.json.",
  "workspace": "/Users/brad/projects/textcalc"
}

89model-calllocal:qwen3-coder-next:latest2026-08-24T21:06:25.069Z

step 1 of local:qwen3-coder-next:latest, 30 output tokens

provenance: model

sha256:3c285dc6f6bb52855c93e6add6bb43705d91eb08d690b085fda240e0dc474435

payload
{
  "finishReason": "tool-calls",
  "inputTokens": 5217,
  "outputTokens": 30,
  "performance": {
    "firstTokenMs": 3277.8828749999957,
    "outputTokensPerSecond": 1203.4096928873569,
    "responseTimeMs": 3302.8120409999974
  },
  "prompt": {
    "maxOutputTokens": 8192,
    "messages": [
      {
        "role": "user",
        "text": "create calculator.js exporting add and multiply, and calculator.test.js covering both with node:test. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_p71yh4e3",
            "input": {
              "files": [
                "calculator.js",
                "calculator.test.js"
              ]
            },
            "toolName": "declare_file_set"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_p71yh4e3",
            "failed": false,
            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:db3b1f6d6ac39f23b483246d2fe326c4f6e9c1fa211d6c716bd239d4f8ed03f1 kind tool-call:declare_file_set]",
            "toolName": "declare_file_set"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_rvzvmnrg",
            "input": {
              "content": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n",
              "path": "calculator.js"
            },
            "toolName": "write"
          }
        ]
      },
      {
        "outcomes": [
          {
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            "failed": false,
            "output": "wrote 121 bytes to calculator.js\n[evidence record sha256:22c5e364cbc28cef8eefb47cb46a7ae7f501803d0544b9108ea29b1703f34c77 kind tool-call:write]",
            "toolName": "write"
          }
        ],
        "role": "tool"
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      {
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        "toolCalls": [
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              "path": "calculator.test.js"
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        "outcomes": [
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            "toolName": "write"
          }
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        "role": "tool"
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        "toolCalls": [
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          }
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      {
        "outcomes": [
          {
            "callId": "call_jeickfx1",
            "failed": false,
            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.255ms)\n✔ multiply multiplies two numbers (0.059041ms)\nℹ tests 2\nℹ suites 0\nℹ pass 2\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 3.139375\n[evidence record sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd kind tool-call:shell]",
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        "text": "",
        "toolCalls": [
          {
            "callId": "call_ie374oc0",
            "input": {
              "predicate": "facts.exitCode == 0 && facts.pass == 2",
              "record": "f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd",
              "recordKind": "tool-call:shell"
            },
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          }
        ]
      },
      {
        "outcomes": [
          {
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            "failed": true,
            "output": "denied: input rejected: [\n  {\n    \"origin\": \"string\",\n    \"code\": \"invalid_format\",\n    \"format\": \"regex\",\n    \"pattern\": \"/^sha256:[0-9a-f]{64}$/\",\n    \"path\": [\n      \"record\"\n    ],\n    \"message\": \"Invalid string: must match pattern /^sha256:[0-9a-f]{64}$/\"\n  }\n]\n[evidence record sha256:9bb1f5705ddba09e1446a381388eb9ea0da6b63ea006a842f66c2c66d2899592 kind tool-call:claim]",
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        "role": "tool"
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        "text": "",
        "toolCalls": [
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            "input": {
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              "record": "sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd",
              "recordKind": "tool-call:shell"
            },
            "toolName": "claim"
          }
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      },
      {
        "outcomes": [
          {
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            "failed": false,
            "output": "UNVERIFIED (path-not-found): facts.pass does not exist in the cited record\n[evidence record sha256:2608f5d8388f2c12f22609c44600ec569dbbdfd59e0a7674fac7d548eb07225e kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_9o791f13",
            "input": {
              "predicate": "facts.exitCode == 0",
              "record": "sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd",
              "recordKind": "tool-call:shell"
            },
            "toolName": "claim"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_9o791f13",
            "failed": false,
            "output": "VERIFIED: the harness evaluated the predicate against the cited tool-call:shell record and it held\n[evidence record sha256:389bd3173886bd07097dbbad66578972458378480bd44be6e32194a0a4e0a324 kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "Created `calculator.js` with `add` and `multiply` functions exported, and `calculator.test.js` with tests using `node:test`. Tests pass successfully.",
        "toolCalls": []
      },
      {
        "role": "user",
        "text": "add a divide function to calculator.js that throws on division by zero, and cover both cases in calculator.test.js. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_veu8pqbs",
            "input": {
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                "calculator.js",
                "calculator.test.js"
              ]
            },
            "toolName": "declare_file_set"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_veu8pqbs",
            "failed": false,
            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:eae14832eea7f945e303fba32fa4854d837e0eac2ddd0e0dea98f2f8bc5e9274 kind tool-call:declare_file_set]",
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            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.263125ms)\n✔ multiply multiplies two numbers (0.047875ms)\n✔ divide divides two numbers (0.037833ms)\n✔ divide throws on division by zero (0.127417ms)\nℹ tests 4\nℹ suites 0\nℹ pass 4\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 2.830833\n[evidence record sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67 kind tool-call:shell]",
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        "text": "Done. Added `divide` function to `calculator.js` that throws on division by zero, and added tests in `calculator.test.js` covering both normal division and the zero-division error case. All 4 tests pass.",
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90tool-callharness2026-08-24T21:06:25.074Z

requested declare_file_set: declare_file_set requested

provenance: model

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payload
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91file-set-declaredlocal:qwen3-coder-next:latest2026-08-24T21:06:25.075Z

the planner declared 2 intended file(s)

provenance: model

sha256:e4ec08101cf45154ba47271a6dfe2ea8de79d9be8653fe6fb6eb7a59fab076c4

payload
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92tool-callharness2026-08-24T21:06:25.077Z

allowed declare_file_set: 47 bytes returned

provenance: model

sha256:e5f40c735ee4951580298af122aa517b97b9434946a5f0093662e54a23328025

payload
{
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93model-calllocal:qwen3-coder-next:latest2026-08-24T21:06:29.561Z

step 2 of local:qwen3-coder-next:latest, 59 output tokens

provenance: model

sha256:0cc6b6825a15f4f4724b5f18f746ba75c011851a073b8d0c581b23ff0b82fbb6

payload
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            "output": "replaced 1 occurrence(s) in calculator.js\n[evidence record sha256:c6ae2a18fbd1f601acac43a15bda65c511adee4b4bec0302fd91cbf7468d56ed kind tool-call:edit]",
            "toolName": "edit"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_mhaotemd",
            "input": {
              "path": "calculator.test.js"
            },
            "toolName": "read"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_mhaotemd",
            "failed": false,
            "output": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\n[evidence record sha256:27ea6e30fdd8e333daac9aff67e74eafacfcb97964da45abe7bc9c586f11c14a kind tool-call:read]",
            "toolName": "read"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_wqp2tvu8",
            "input": {
              "find": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');",
              "path": "calculator.test.js",
              "replace": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply, divide } = require('./calculator');"
            },
            "toolName": "edit"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_wqp2tvu8",
            "failed": false,
            "output": "replaced 1 occurrence(s) in calculator.test.js\n[evidence record sha256:8873896e688b71bcb38930ed70d4d084b3d44121c005b93b418ba134d3bbe2af kind tool-call:edit]",
            "toolName": "edit"
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        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_e0k858g4",
            "input": {
              "find": "test('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});",
              "path": "calculator.test.js",
              "replace": "test('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\ntest('divide divides two numbers', () => {\n  assert.strictEqual(divide(6, 2), 3);\n  assert.strictEqual(divide(-6, 2), -3);\n  assert.strictEqual(divide(0, 5), 0);\n});\n\ntest('divide throws on division by zero', () => {\n  assert.throws(() => divide(5, 0), /Division by zero/);\n});"
            },
            "toolName": "edit"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_e0k858g4",
            "failed": false,
            "output": "replaced 1 occurrence(s) in calculator.test.js\n[evidence record sha256:a6c70bc2bda9adf968c91cf899249e1e50c65ff336a27aa29e883535f6bf9d01 kind tool-call:edit]",
            "toolName": "edit"
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        "role": "tool"
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      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_gzr7zwlk",
            "input": {
              "command": "node calculator.test.js"
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            "toolName": "shell"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_gzr7zwlk",
            "failed": false,
            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.263125ms)\n✔ multiply multiplies two numbers (0.047875ms)\n✔ divide divides two numbers (0.037833ms)\n✔ divide throws on division by zero (0.127417ms)\nℹ tests 4\nℹ suites 0\nℹ pass 4\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 2.830833\n[evidence record sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67 kind tool-call:shell]",
            "toolName": "shell"
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        ],
        "role": "tool"
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      {
        "role": "assistant",
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        "toolCalls": [
          {
            "callId": "call_699qglum",
            "input": {
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              "record": "sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67",
              "recordKind": "tool-call:shell"
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            "toolName": "claim"
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      {
        "outcomes": [
          {
            "callId": "call_699qglum",
            "failed": false,
            "output": "UNVERIFIED (path-not-found): facts.pass does not exist in the cited record\n[evidence record sha256:e91ded3cb8ffd786ef25bcc1f000780ee3e14e70c14160ca4f50627267eaa8ab kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_rncg78dh",
            "input": {
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              "record": "sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67",
              "recordKind": "tool-call:shell"
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      {
        "outcomes": [
          {
            "callId": "call_rncg78dh",
            "failed": false,
            "output": "VERIFIED: the harness evaluated the predicate against the cited tool-call:shell record and it held\n[evidence record sha256:f7d8d12103ddc095b537a1fb920850950953e656befd0ed97af092ecf7f75002 kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "Done. Added `divide` function to `calculator.js` that throws on division by zero, and added tests in `calculator.test.js` covering both normal division and the zero-division error case. All 4 tests pass.",
        "toolCalls": []
      },
      {
        "role": "user",
        "text": "add a percent function to calculator.js in a new file percent.js instead, exporting percentOf, and cover it in percent.test.js. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_s0nzbwuf",
            "input": {
              "files": [
                "percent.js",
                "percent.test.js"
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      {
        "outcomes": [
          {
            "callId": "call_s0nzbwuf",
            "failed": false,
            "output": "declared 2 file(s): percent.js, percent.test.js\n[evidence record sha256:e5f40c735ee4951580298af122aa517b97b9434946a5f0093662e54a23328025 kind tool-call:declare_file_set]",
            "toolName": "declare_file_set"
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    "sampling": null,
    "system": "You are a coding agent working inside one workspace directory. State a short plan on your first turn, then use the tools to carry it out. Before you edit anything, call declare_file_set with the files you intend to touch: a change to a file outside that set fails the file-set gate. If the work turns out to need another file, call amend_file_set with a reason a reviewer will read. Read before you edit. Make the smallest change that satisfies the task. Every tool result ends with an [evidence record sha256:... kind ...] trailer naming the ledger record it produced and what kind of record it is. To assert that work is done, call the claim tool with a predicate over such a record, the record digest, and that record kind: for example predicate \"facts.exitCode == 0\" with recordKind \"tool-call:shell\", citing the record of the test command you ran. A claim whose kind does not match the record it cites renders UNVERIFIED, so a predicate that happens to hold against some other record never stands in for the one you are claiming about. The harness evaluates the predicate and decides the verdict; your prose never counts as a result. When the work is done, reply with a summary and no tool calls. Quality gates then run against the workspace. If one fails you will be given its raw output and asked to fix it. Fixes are measured: removing tests, removing assertions, adding skip markers, or lowering coverage of the lines you changed gets the attempt rejected outright.",
    "tools": [
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      "write",
      "edit",
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      "shell",
      "claim",
      "declare_file_set",
      "amend_file_set"
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  },
  "response": {
    "finishReason": "tool-calls",
    "inputTokens": 5349,
    "outputTokens": 59,
    "performance": {
      "firstTokenMs": 4443.290500000003,
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    "toolCalls": [
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        "callId": "call_fnrnkud4",
        "input": {
          "content": "function percentOf(value, total) {\n  return (value / total) * 100;\n}\n\nmodule.exports = { percentOf };\n",
          "path": "percent.js"
        },
        "toolName": "write"
      }
    ]
  },
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}

94tool-callharness2026-08-24T21:06:29.562Z

requested write: write requested

provenance: model

sha256:f885f30a38fe8f40e1e6d356b039b2e3f89796e2382c92dc948520bb2682fc24

payload
{
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  "decision": "requested",
  "decodedFields": [],
  "denial": null,
  "derivation": {
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    "method": "none",
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      "threshold": 0.6,
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  "detail": "write requested",
  "facts": {},
  "input": {
    "content": "function percentOf(value, total) {\n  return (value / total) * 100;\n}\n\nmodule.exports = { percentOf };\n",
    "path": "percent.js"
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95tool-callharness2026-08-24T21:06:29.563Z

allowed write: 29 bytes returned

provenance: model

sha256:db93511d210896f4e858e628684feced97cef11c2134586af9d5574bf9734923

payload
{
  "callId": "call_fnrnkud4",
  "decision": "allowed",
  "decodedFields": [],
  "denial": null,
  "derivation": {
    "matched": false,
    "method": "none",
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    "settings": {
      "minSubstringLength": 12,
      "ngramSize": 3,
      "threshold": 0.6,
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    "source": null
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  "detail": "29 bytes returned",
  "facts": {
    "bytes": 102,
    "path": "percent.js"
  },
  "input": {
    "content": "function percentOf(value, total) {\n  return (value / total) * 100;\n}\n\nmodule.exports = { percentOf };\n",
    "path": "percent.js"
  },
  "kind": "write",
  "output": "wrote 102 bytes to percent.js",
  "outputBytes": 29,
  "toolName": "write"
}

96model-calllocal:qwen3-coder-next:latest2026-08-24T21:06:36.364Z

step 3 of local:qwen3-coder-next:latest, 120 output tokens

provenance: model

sha256:fca3d3d6d40b2cd98878e9183da432ca84eecc5aa256512bcc22e2ffb44ce4ca

payload
{
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  "inputTokens": 5501,
  "outputTokens": 120,
  "performance": {
    "firstTokenMs": 6760.267542000001,
    "outputTokensPerSecond": 4658.407698018111,
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  "prompt": {
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    "messages": [
      {
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        "text": "create calculator.js exporting add and multiply, and calculator.test.js covering both with node:test. Do not modify package.json."
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      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
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          }
        ]
      },
      {
        "outcomes": [
          {
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            "failed": false,
            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:db3b1f6d6ac39f23b483246d2fe326c4f6e9c1fa211d6c716bd239d4f8ed03f1 kind tool-call:declare_file_set]",
            "toolName": "declare_file_set"
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        "toolCalls": [
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              "path": "calculator.js"
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          }
        ]
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      {
        "outcomes": [
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            "callId": "call_rvzvmnrg",
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            "output": "wrote 121 bytes to calculator.js\n[evidence record sha256:22c5e364cbc28cef8eefb47cb46a7ae7f501803d0544b9108ea29b1703f34c77 kind tool-call:write]",
            "toolName": "write"
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            "toolName": "write"
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        "toolCalls": [
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            "callId": "call_jeickfx1",
            "failed": false,
            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.255ms)\n✔ multiply multiplies two numbers (0.059041ms)\nℹ tests 2\nℹ suites 0\nℹ pass 2\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 3.139375\n[evidence record sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd kind tool-call:shell]",
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            "output": "denied: input rejected: [\n  {\n    \"origin\": \"string\",\n    \"code\": \"invalid_format\",\n    \"format\": \"regex\",\n    \"pattern\": \"/^sha256:[0-9a-f]{64}$/\",\n    \"path\": [\n      \"record\"\n    ],\n    \"message\": \"Invalid string: must match pattern /^sha256:[0-9a-f]{64}$/\"\n  }\n]\n[evidence record sha256:9bb1f5705ddba09e1446a381388eb9ea0da6b63ea006a842f66c2c66d2899592 kind tool-call:claim]",
            "toolName": "claim"
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            "output": "UNVERIFIED (path-not-found): facts.pass does not exist in the cited record\n[evidence record sha256:2608f5d8388f2c12f22609c44600ec569dbbdfd59e0a7674fac7d548eb07225e kind tool-call:claim]",
            "toolName": "claim"
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        "role": "tool"
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        "toolCalls": [
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      {
        "outcomes": [
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            "callId": "call_9o791f13",
            "failed": false,
            "output": "VERIFIED: the harness evaluated the predicate against the cited tool-call:shell record and it held\n[evidence record sha256:389bd3173886bd07097dbbad66578972458378480bd44be6e32194a0a4e0a324 kind tool-call:claim]",
            "toolName": "claim"
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        "toolCalls": []
      },
      {
        "role": "user",
        "text": "add a divide function to calculator.js that throws on division by zero, and cover both cases in calculator.test.js. Do not modify package.json."
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        "text": "",
        "toolCalls": [
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            "output": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n\n[evidence record sha256:d760fb018c68ed673618ef24471e8231228add5d28f7b990b088eca1565318d6 kind tool-call:read]",
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            "output": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\n[evidence record sha256:27ea6e30fdd8e333daac9aff67e74eafacfcb97964da45abe7bc9c586f11c14a kind tool-call:read]",
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        "toolCalls": [
          {
            "callId": "call_wqp2tvu8",
            "input": {
              "find": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');",
              "path": "calculator.test.js",
              "replace": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply, divide } = require('./calculator');"
            },
            "toolName": "edit"
          }
        ]
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        "outcomes": [
          {
            "callId": "call_wqp2tvu8",
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            "output": "replaced 1 occurrence(s) in calculator.test.js\n[evidence record sha256:8873896e688b71bcb38930ed70d4d084b3d44121c005b93b418ba134d3bbe2af kind tool-call:edit]",
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          }
        ],
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        "role": "assistant",
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        "toolCalls": [
          {
            "callId": "call_e0k858g4",
            "input": {
              "find": "test('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});",
              "path": "calculator.test.js",
              "replace": "test('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\ntest('divide divides two numbers', () => {\n  assert.strictEqual(divide(6, 2), 3);\n  assert.strictEqual(divide(-6, 2), -3);\n  assert.strictEqual(divide(0, 5), 0);\n});\n\ntest('divide throws on division by zero', () => {\n  assert.throws(() => divide(5, 0), /Division by zero/);\n});"
            },
            "toolName": "edit"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_e0k858g4",
            "failed": false,
            "output": "replaced 1 occurrence(s) in calculator.test.js\n[evidence record sha256:a6c70bc2bda9adf968c91cf899249e1e50c65ff336a27aa29e883535f6bf9d01 kind tool-call:edit]",
            "toolName": "edit"
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        ],
        "role": "tool"
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      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_gzr7zwlk",
            "input": {
              "command": "node calculator.test.js"
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            "toolName": "shell"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_gzr7zwlk",
            "failed": false,
            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.263125ms)\n✔ multiply multiplies two numbers (0.047875ms)\n✔ divide divides two numbers (0.037833ms)\n✔ divide throws on division by zero (0.127417ms)\nℹ tests 4\nℹ suites 0\nℹ pass 4\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 2.830833\n[evidence record sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67 kind tool-call:shell]",
            "toolName": "shell"
          }
        ],
        "role": "tool"
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      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_699qglum",
            "input": {
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              "record": "sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67",
              "recordKind": "tool-call:shell"
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            "toolName": "claim"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_699qglum",
            "failed": false,
            "output": "UNVERIFIED (path-not-found): facts.pass does not exist in the cited record\n[evidence record sha256:e91ded3cb8ffd786ef25bcc1f000780ee3e14e70c14160ca4f50627267eaa8ab kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_rncg78dh",
            "input": {
              "predicate": "facts.exitCode == 0",
              "record": "sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67",
              "recordKind": "tool-call:shell"
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          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_rncg78dh",
            "failed": false,
            "output": "VERIFIED: the harness evaluated the predicate against the cited tool-call:shell record and it held\n[evidence record sha256:f7d8d12103ddc095b537a1fb920850950953e656befd0ed97af092ecf7f75002 kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "Done. Added `divide` function to `calculator.js` that throws on division by zero, and added tests in `calculator.test.js` covering both normal division and the zero-division error case. All 4 tests pass.",
        "toolCalls": []
      },
      {
        "role": "user",
        "text": "add a percent function to calculator.js in a new file percent.js instead, exporting percentOf, and cover it in percent.test.js. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_s0nzbwuf",
            "input": {
              "files": [
                "percent.js",
                "percent.test.js"
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      {
        "outcomes": [
          {
            "callId": "call_s0nzbwuf",
            "failed": false,
            "output": "declared 2 file(s): percent.js, percent.test.js\n[evidence record sha256:e5f40c735ee4951580298af122aa517b97b9434946a5f0093662e54a23328025 kind tool-call:declare_file_set]",
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        "role": "tool"
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        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_fnrnkud4",
            "input": {
              "content": "function percentOf(value, total) {\n  return (value / total) * 100;\n}\n\nmodule.exports = { percentOf };\n",
              "path": "percent.js"
            },
            "toolName": "write"
          }
        ]
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      {
        "outcomes": [
          {
            "callId": "call_fnrnkud4",
            "failed": false,
            "output": "wrote 102 bytes to percent.js\n[evidence record sha256:db93511d210896f4e858e628684feced97cef11c2134586af9d5574bf9734923 kind tool-call:write]",
            "toolName": "write"
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        "role": "tool"
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    ],
    "sampling": null,
    "system": "You are a coding agent working inside one workspace directory. State a short plan on your first turn, then use the tools to carry it out. Before you edit anything, call declare_file_set with the files you intend to touch: a change to a file outside that set fails the file-set gate. If the work turns out to need another file, call amend_file_set with a reason a reviewer will read. Read before you edit. Make the smallest change that satisfies the task. Every tool result ends with an [evidence record sha256:... kind ...] trailer naming the ledger record it produced and what kind of record it is. To assert that work is done, call the claim tool with a predicate over such a record, the record digest, and that record kind: for example predicate \"facts.exitCode == 0\" with recordKind \"tool-call:shell\", citing the record of the test command you ran. A claim whose kind does not match the record it cites renders UNVERIFIED, so a predicate that happens to hold against some other record never stands in for the one you are claiming about. The harness evaluates the predicate and decides the verdict; your prose never counts as a result. When the work is done, reply with a summary and no tool calls. Quality gates then run against the workspace. If one fails you will be given its raw output and asked to fix it. Fixes are measured: removing tests, removing assertions, adding skip markers, or lowering coverage of the lines you changed gets the attempt rejected outright.",
    "tools": [
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      "edit",
      "list",
      "search",
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      "claim",
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  "response": {
    "finishReason": "tool-calls",
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    "outputTokens": 120,
    "performance": {
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    "toolCalls": [
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        "callId": "call_wx2yhtm0",
        "input": {
          "content": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { percentOf } = require('./percent');\n\ntest('percentOf calculates percentage', () => {\n  assert.strictEqual(percentOf(50, 100), 50);\n  assert.strictEqual(percentOf(10, 200), 5);\n  assert.strictEqual(percentOf(0, 100), 0);\n});\n",
          "path": "percent.test.js"
        },
        "toolName": "write"
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    ]
  },
  "step": 3,
  "toolCallCount": 1
}

97tool-callharness2026-08-24T21:06:36.366Z

requested write: write requested

provenance: model

sha256:1503f48e2210ffcbc37af437a998367ceb24d510cfce7ce620305c609662153d

payload
{
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  "facts": {},
  "input": {
    "content": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { percentOf } = require('./percent');\n\ntest('percentOf calculates percentage', () => {\n  assert.strictEqual(percentOf(50, 100), 50);\n  assert.strictEqual(percentOf(10, 200), 5);\n  assert.strictEqual(percentOf(0, 100), 0);\n});\n",
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98tool-callharness2026-08-24T21:06:36.367Z

allowed write: 34 bytes returned

provenance: model

sha256:361a98f502b1701a948d197766ef96ce6f0592e9c3c11123e9cdc411775fa68a

payload
{
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  "denial": null,
  "derivation": {
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    "method": "none",
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  "detail": "34 bytes returned",
  "facts": {
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    "path": "percent.test.js"
  },
  "input": {
    "content": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { percentOf } = require('./percent');\n\ntest('percentOf calculates percentage', () => {\n  assert.strictEqual(percentOf(50, 100), 50);\n  assert.strictEqual(percentOf(10, 200), 5);\n  assert.strictEqual(percentOf(0, 100), 0);\n});\n",
    "path": "percent.test.js"
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  "outputBytes": 34,
  "toolName": "write"
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99model-calllocal:qwen3-coder-next:latest2026-08-24T21:06:41.313Z

step 4 of local:qwen3-coder-next:latest, 25 output tokens

provenance: model

sha256:0d592f4f7d2ad90bb40785eb6a094ea50f7132b74cf9db5f6e8ae6baa332abb9

payload
{
  "finishReason": "tool-calls",
  "inputTokens": 5718,
  "outputTokens": 25,
  "performance": {
    "firstTokenMs": 4909.074249999991,
    "outputTokensPerSecond": 1049.6722545334774,
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    "messages": [
      {
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      {
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        "toolCalls": [
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        ]
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      {
        "outcomes": [
          {
            "callId": "call_p71yh4e3",
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            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:db3b1f6d6ac39f23b483246d2fe326c4f6e9c1fa211d6c716bd239d4f8ed03f1 kind tool-call:declare_file_set]",
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              "path": "calculator.js"
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              "content": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n",
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            "callId": "call_jeickfx1",
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            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.255ms)\n✔ multiply multiplies two numbers (0.059041ms)\nℹ tests 2\nℹ suites 0\nℹ pass 2\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 3.139375\n[evidence record sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd kind tool-call:shell]",
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            "output": "denied: input rejected: [\n  {\n    \"origin\": \"string\",\n    \"code\": \"invalid_format\",\n    \"format\": \"regex\",\n    \"pattern\": \"/^sha256:[0-9a-f]{64}$/\",\n    \"path\": [\n      \"record\"\n    ],\n    \"message\": \"Invalid string: must match pattern /^sha256:[0-9a-f]{64}$/\"\n  }\n]\n[evidence record sha256:9bb1f5705ddba09e1446a381388eb9ea0da6b63ea006a842f66c2c66d2899592 kind tool-call:claim]",
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            "toolName": "claim"
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        "toolCalls": [
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        "toolCalls": []
      },
      {
        "role": "user",
        "text": "add a divide function to calculator.js that throws on division by zero, and cover both cases in calculator.test.js. Do not modify package.json."
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        "toolCalls": [
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            "output": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\n[evidence record sha256:27ea6e30fdd8e333daac9aff67e74eafacfcb97964da45abe7bc9c586f11c14a kind tool-call:read]",
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        "toolCalls": [
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            "input": {
              "find": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');",
              "path": "calculator.test.js",
              "replace": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply, divide } = require('./calculator');"
            },
            "toolName": "edit"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_wqp2tvu8",
            "failed": false,
            "output": "replaced 1 occurrence(s) in calculator.test.js\n[evidence record sha256:8873896e688b71bcb38930ed70d4d084b3d44121c005b93b418ba134d3bbe2af kind tool-call:edit]",
            "toolName": "edit"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_e0k858g4",
            "input": {
              "find": "test('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});",
              "path": "calculator.test.js",
              "replace": "test('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\ntest('divide divides two numbers', () => {\n  assert.strictEqual(divide(6, 2), 3);\n  assert.strictEqual(divide(-6, 2), -3);\n  assert.strictEqual(divide(0, 5), 0);\n});\n\ntest('divide throws on division by zero', () => {\n  assert.throws(() => divide(5, 0), /Division by zero/);\n});"
            },
            "toolName": "edit"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_e0k858g4",
            "failed": false,
            "output": "replaced 1 occurrence(s) in calculator.test.js\n[evidence record sha256:a6c70bc2bda9adf968c91cf899249e1e50c65ff336a27aa29e883535f6bf9d01 kind tool-call:edit]",
            "toolName": "edit"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_gzr7zwlk",
            "input": {
              "command": "node calculator.test.js"
            },
            "toolName": "shell"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_gzr7zwlk",
            "failed": false,
            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.263125ms)\n✔ multiply multiplies two numbers (0.047875ms)\n✔ divide divides two numbers (0.037833ms)\n✔ divide throws on division by zero (0.127417ms)\nℹ tests 4\nℹ suites 0\nℹ pass 4\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 2.830833\n[evidence record sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67 kind tool-call:shell]",
            "toolName": "shell"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_699qglum",
            "input": {
              "predicate": "facts.exitCode == 0 && facts.pass == 4",
              "record": "sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67",
              "recordKind": "tool-call:shell"
            },
            "toolName": "claim"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_699qglum",
            "failed": false,
            "output": "UNVERIFIED (path-not-found): facts.pass does not exist in the cited record\n[evidence record sha256:e91ded3cb8ffd786ef25bcc1f000780ee3e14e70c14160ca4f50627267eaa8ab kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_rncg78dh",
            "input": {
              "predicate": "facts.exitCode == 0",
              "record": "sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67",
              "recordKind": "tool-call:shell"
            },
            "toolName": "claim"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_rncg78dh",
            "failed": false,
            "output": "VERIFIED: the harness evaluated the predicate against the cited tool-call:shell record and it held\n[evidence record sha256:f7d8d12103ddc095b537a1fb920850950953e656befd0ed97af092ecf7f75002 kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "Done. Added `divide` function to `calculator.js` that throws on division by zero, and added tests in `calculator.test.js` covering both normal division and the zero-division error case. All 4 tests pass.",
        "toolCalls": []
      },
      {
        "role": "user",
        "text": "add a percent function to calculator.js in a new file percent.js instead, exporting percentOf, and cover it in percent.test.js. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_s0nzbwuf",
            "input": {
              "files": [
                "percent.js",
                "percent.test.js"
              ]
            },
            "toolName": "declare_file_set"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_s0nzbwuf",
            "failed": false,
            "output": "declared 2 file(s): percent.js, percent.test.js\n[evidence record sha256:e5f40c735ee4951580298af122aa517b97b9434946a5f0093662e54a23328025 kind tool-call:declare_file_set]",
            "toolName": "declare_file_set"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_fnrnkud4",
            "input": {
              "content": "function percentOf(value, total) {\n  return (value / total) * 100;\n}\n\nmodule.exports = { percentOf };\n",
              "path": "percent.js"
            },
            "toolName": "write"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_fnrnkud4",
            "failed": false,
            "output": "wrote 102 bytes to percent.js\n[evidence record sha256:db93511d210896f4e858e628684feced97cef11c2134586af9d5574bf9734923 kind tool-call:write]",
            "toolName": "write"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_wx2yhtm0",
            "input": {
              "content": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { percentOf } = require('./percent');\n\ntest('percentOf calculates percentage', () => {\n  assert.strictEqual(percentOf(50, 100), 50);\n  assert.strictEqual(percentOf(10, 200), 5);\n  assert.strictEqual(percentOf(0, 100), 0);\n});\n",
              "path": "percent.test.js"
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            "toolName": "write"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_wx2yhtm0",
            "failed": false,
            "output": "wrote 306 bytes to percent.test.js\n[evidence record sha256:361a98f502b1701a948d197766ef96ce6f0592e9c3c11123e9cdc411775fa68a kind tool-call:write]",
            "toolName": "write"
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        ],
        "role": "tool"
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    ],
    "sampling": null,
    "system": "You are a coding agent working inside one workspace directory. State a short plan on your first turn, then use the tools to carry it out. Before you edit anything, call declare_file_set with the files you intend to touch: a change to a file outside that set fails the file-set gate. If the work turns out to need another file, call amend_file_set with a reason a reviewer will read. Read before you edit. Make the smallest change that satisfies the task. Every tool result ends with an [evidence record sha256:... kind ...] trailer naming the ledger record it produced and what kind of record it is. To assert that work is done, call the claim tool with a predicate over such a record, the record digest, and that record kind: for example predicate \"facts.exitCode == 0\" with recordKind \"tool-call:shell\", citing the record of the test command you ran. A claim whose kind does not match the record it cites renders UNVERIFIED, so a predicate that happens to hold against some other record never stands in for the one you are claiming about. The harness evaluates the predicate and decides the verdict; your prose never counts as a result. When the work is done, reply with a summary and no tool calls. Quality gates then run against the workspace. If one fails you will be given its raw output and asked to fix it. Fixes are measured: removing tests, removing assertions, adding skip markers, or lowering coverage of the lines you changed gets the attempt rejected outright.",
    "tools": [
      "read",
      "write",
      "edit",
      "list",
      "search",
      "shell",
      "claim",
      "declare_file_set",
      "amend_file_set"
    ]
  },
  "response": {
    "finishReason": "tool-calls",
    "inputTokens": 5718,
    "outputTokens": 25,
    "performance": {
      "firstTokenMs": 4909.074249999991,
      "outputTokensPerSecond": 1049.6722545334774,
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    "toolCalls": [
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        "callId": "call_y4l0tjo9",
        "input": {
          "command": "node percent.test.js"
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    ]
  },
  "step": 4,
  "toolCallCount": 1
}

100tool-callharness2026-08-24T21:06:41.314Z

requested shell: shell requested

provenance: model

sha256:1a428eb54233250f28680e688fc86559d4fc863a325dd827b17a96393f30d015

payload
{
  "callId": "call_y4l0tjo9",
  "decision": "requested",
  "decodedFields": [],
  "denial": null,
  "derivation": {
    "matched": false,
    "method": "none",
    "score": 0,
    "settings": {
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      "threshold": 0.6,
      "windowSize": 8
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    "source": null
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  "detail": "shell requested",
  "facts": {},
  "input": {
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  "kind": "shell",
  "output": "",
  "outputBytes": 0,
  "toolName": "shell"
}

101tool-callharness2026-08-24T21:06:41.357Z

allowed shell: 164 bytes returned

provenance: model

sha256:a89e2c1319725b9ad12e2d01d65873fdc849b460a5bd906d78edbf361e0b9ac9

payload
{
  "callId": "call_y4l0tjo9",
  "decision": "allowed",
  "decodedFields": [],
  "denial": null,
  "derivation": {
    "matched": false,
    "method": "none",
    "score": 0,
    "settings": {
      "minSubstringLength": 12,
      "ngramSize": 3,
      "threshold": 0.6,
      "windowSize": 8
    },
    "source": null
  },
  "detail": "164 bytes returned",
  "facts": {
    "command": "node percent.test.js",
    "exitCode": 0,
    "stderrBytes": 0,
    "stdoutBytes": 144,
    "timedOut": false
  },
  "input": {
    "command": "node percent.test.js"
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  "kind": "shell",
  "output": "exit code: 0\nstdout:\n✔ percentOf calculates percentage (0.254584ms)\nℹ tests 1\nℹ suites 0\nℹ pass 1\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 2.699583",
  "outputBytes": 164,
  "toolName": "shell"
}

102model-calllocal:qwen3-coder-next:latest2026-08-24T21:06:49.105Z

step 5 of local:qwen3-coder-next:latest, 111 output tokens

provenance: model

sha256:b2724b0bc2e9cbb8b71b92eaef30f37f65ebd6a37c920c2abc623adcd5e207ed

payload
{
  "finishReason": "tool-calls",
  "inputTokens": 5897,
  "outputTokens": 111,
  "performance": {
    "firstTokenMs": 7710.587999999989,
    "outputTokensPerSecond": 4155.55896985369,
    "responseTimeMs": 7737.299207999982
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  "prompt": {
    "maxOutputTokens": 8192,
    "messages": [
      {
        "role": "user",
        "text": "create calculator.js exporting add and multiply, and calculator.test.js covering both with node:test. Do not modify package.json."
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      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_p71yh4e3",
            "input": {
              "files": [
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                "calculator.test.js"
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      {
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          {
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            "output": "declared 2 file(s): calculator.js, calculator.test.js\n[evidence record sha256:db3b1f6d6ac39f23b483246d2fe326c4f6e9c1fa211d6c716bd239d4f8ed03f1 kind tool-call:declare_file_set]",
            "toolName": "declare_file_set"
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        "toolCalls": [
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              "path": "calculator.js"
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          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_rvzvmnrg",
            "failed": false,
            "output": "wrote 121 bytes to calculator.js\n[evidence record sha256:22c5e364cbc28cef8eefb47cb46a7ae7f501803d0544b9108ea29b1703f34c77 kind tool-call:write]",
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        "toolCalls": [
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            "input": {
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      },
      {
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          {
            "callId": "call_jeickfx1",
            "failed": false,
            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.255ms)\n✔ multiply multiplies two numbers (0.059041ms)\nℹ tests 2\nℹ suites 0\nℹ pass 2\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 3.139375\n[evidence record sha256:f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd kind tool-call:shell]",
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        "toolCalls": [
          {
            "callId": "call_ie374oc0",
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              "predicate": "facts.exitCode == 0 && facts.pass == 2",
              "record": "f17af94d312df09dfd9b80110660bfafdc4ebb99f4cd088fdc42cfb018c726dd",
              "recordKind": "tool-call:shell"
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          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_ie374oc0",
            "failed": true,
            "output": "denied: input rejected: [\n  {\n    \"origin\": \"string\",\n    \"code\": \"invalid_format\",\n    \"format\": \"regex\",\n    \"pattern\": \"/^sha256:[0-9a-f]{64}$/\",\n    \"path\": [\n      \"record\"\n    ],\n    \"message\": \"Invalid string: must match pattern /^sha256:[0-9a-f]{64}$/\"\n  }\n]\n[evidence record sha256:9bb1f5705ddba09e1446a381388eb9ea0da6b63ea006a842f66c2c66d2899592 kind tool-call:claim]",
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        "toolCalls": [
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      {
        "outcomes": [
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            "callId": "call_wkcrah24",
            "failed": false,
            "output": "UNVERIFIED (path-not-found): facts.pass does not exist in the cited record\n[evidence record sha256:2608f5d8388f2c12f22609c44600ec569dbbdfd59e0a7674fac7d548eb07225e kind tool-call:claim]",
            "toolName": "claim"
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        "role": "tool"
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      {
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        "toolCalls": [
          {
            "callId": "call_9o791f13",
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      {
        "outcomes": [
          {
            "callId": "call_9o791f13",
            "failed": false,
            "output": "VERIFIED: the harness evaluated the predicate against the cited tool-call:shell record and it held\n[evidence record sha256:389bd3173886bd07097dbbad66578972458378480bd44be6e32194a0a4e0a324 kind tool-call:claim]",
            "toolName": "claim"
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        "role": "assistant",
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        "toolCalls": []
      },
      {
        "role": "user",
        "text": "add a divide function to calculator.js that throws on division by zero, and cover both cases in calculator.test.js. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
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        "toolCalls": [
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            "output": "function add(a, b) {\n  return a + b;\n}\n\nfunction multiply(a, b) {\n  return a * b;\n}\n\nmodule.exports = { add, multiply };\n\n[evidence record sha256:d760fb018c68ed673618ef24471e8231228add5d28f7b990b088eca1565318d6 kind tool-call:read]",
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            "output": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\n[evidence record sha256:27ea6e30fdd8e333daac9aff67e74eafacfcb97964da45abe7bc9c586f11c14a kind tool-call:read]",
            "toolName": "read"
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      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_wqp2tvu8",
            "input": {
              "find": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');",
              "path": "calculator.test.js",
              "replace": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply, divide } = require('./calculator');"
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            "toolName": "edit"
          }
        ]
      },
      {
        "outcomes": [
          {
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        ],
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      {
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        "toolCalls": [
          {
            "callId": "call_e0k858g4",
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              "find": "test('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});",
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            },
            "toolName": "edit"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_e0k858g4",
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            "output": "replaced 1 occurrence(s) in calculator.test.js\n[evidence record sha256:a6c70bc2bda9adf968c91cf899249e1e50c65ff336a27aa29e883535f6bf9d01 kind tool-call:edit]",
            "toolName": "edit"
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      {
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        "toolCalls": [
          {
            "callId": "call_gzr7zwlk",
            "input": {
              "command": "node calculator.test.js"
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            "toolName": "shell"
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        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_gzr7zwlk",
            "failed": false,
            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.263125ms)\n✔ multiply multiplies two numbers (0.047875ms)\n✔ divide divides two numbers (0.037833ms)\n✔ divide throws on division by zero (0.127417ms)\nℹ tests 4\nℹ suites 0\nℹ pass 4\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 2.830833\n[evidence record sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67 kind tool-call:shell]",
            "toolName": "shell"
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        ],
        "role": "tool"
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      {
        "role": "assistant",
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        "toolCalls": [
          {
            "callId": "call_699qglum",
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            "toolName": "claim"
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      {
        "outcomes": [
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            "callId": "call_699qglum",
            "failed": false,
            "output": "UNVERIFIED (path-not-found): facts.pass does not exist in the cited record\n[evidence record sha256:e91ded3cb8ffd786ef25bcc1f000780ee3e14e70c14160ca4f50627267eaa8ab kind tool-call:claim]",
            "toolName": "claim"
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        "toolCalls": [
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              "recordKind": "tool-call:shell"
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          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_rncg78dh",
            "failed": false,
            "output": "VERIFIED: the harness evaluated the predicate against the cited tool-call:shell record and it held\n[evidence record sha256:f7d8d12103ddc095b537a1fb920850950953e656befd0ed97af092ecf7f75002 kind tool-call:claim]",
            "toolName": "claim"
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        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "Done. Added `divide` function to `calculator.js` that throws on division by zero, and added tests in `calculator.test.js` covering both normal division and the zero-division error case. All 4 tests pass.",
        "toolCalls": []
      },
      {
        "role": "user",
        "text": "add a percent function to calculator.js in a new file percent.js instead, exporting percentOf, and cover it in percent.test.js. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_s0nzbwuf",
            "input": {
              "files": [
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        "outcomes": [
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        "toolCalls": [
          {
            "callId": "call_fnrnkud4",
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              "content": "function percentOf(value, total) {\n  return (value / total) * 100;\n}\n\nmodule.exports = { percentOf };\n",
              "path": "percent.js"
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            "toolName": "write"
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        ]
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            "callId": "call_fnrnkud4",
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            "output": "wrote 102 bytes to percent.js\n[evidence record sha256:db93511d210896f4e858e628684feced97cef11c2134586af9d5574bf9734923 kind tool-call:write]",
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        "toolCalls": [
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            "callId": "call_wx2yhtm0",
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      {
        "outcomes": [
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            "output": "wrote 306 bytes to percent.test.js\n[evidence record sha256:361a98f502b1701a948d197766ef96ce6f0592e9c3c11123e9cdc411775fa68a kind tool-call:write]",
            "toolName": "write"
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        "outcomes": [
          {
            "callId": "call_y4l0tjo9",
            "failed": false,
            "output": "exit code: 0\nstdout:\n✔ percentOf calculates percentage (0.254584ms)\nℹ tests 1\nℹ suites 0\nℹ pass 1\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 2.699583\n[evidence record sha256:a89e2c1319725b9ad12e2d01d65873fdc849b460a5bd906d78edbf361e0b9ac9 kind tool-call:shell]",
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  "step": 5,
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103tool-callharness2026-08-24T21:06:49.106Z

requested claim: claim requested

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sha256:2deca87ff053b6240685ac4e3cb5a4daacc78161c811596e9ef306c9a2886a9d

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105tool-callharness2026-08-24T21:06:49.107Z

allowed claim: 98 bytes returned

provenance: model

sha256:b63926823604d9a2fb960aac04ad43480a39f96e886e29982645df79b49b3b7a

payload
{
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  "toolName": "claim"
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106model-calllocal:qwen3-coder-next:latest2026-08-24T21:06:55.294Z

step 6 of local:qwen3-coder-next:latest, 31 output tokens

provenance: model

sha256:b5f77bf00889112bfda89a867005201bf73e7b1e8ee358ebbcdbfca079056b19

payload
{
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        "toolCalls": [
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        "toolCalls": []
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            "callId": "call_0h1qui1a",
            "failed": false,
            "output": "replaced 1 occurrence(s) in calculator.js\n[evidence record sha256:c6ae2a18fbd1f601acac43a15bda65c511adee4b4bec0302fd91cbf7468d56ed kind tool-call:edit]",
            "toolName": "edit"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_mhaotemd",
            "input": {
              "path": "calculator.test.js"
            },
            "toolName": "read"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_mhaotemd",
            "failed": false,
            "output": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');\n\ntest('add adds two numbers', () => {\n  assert.strictEqual(add(2, 3), 5);\n  assert.strictEqual(add(-1, 1), 0);\n  assert.strictEqual(add(0, 0), 0);\n});\n\ntest('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\n[evidence record sha256:27ea6e30fdd8e333daac9aff67e74eafacfcb97964da45abe7bc9c586f11c14a kind tool-call:read]",
            "toolName": "read"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_wqp2tvu8",
            "input": {
              "find": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply } = require('./calculator');",
              "path": "calculator.test.js",
              "replace": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { add, multiply, divide } = require('./calculator');"
            },
            "toolName": "edit"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_wqp2tvu8",
            "failed": false,
            "output": "replaced 1 occurrence(s) in calculator.test.js\n[evidence record sha256:8873896e688b71bcb38930ed70d4d084b3d44121c005b93b418ba134d3bbe2af kind tool-call:edit]",
            "toolName": "edit"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_e0k858g4",
            "input": {
              "find": "test('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});",
              "path": "calculator.test.js",
              "replace": "test('multiply multiplies two numbers', () => {\n  assert.strictEqual(multiply(2, 3), 6);\n  assert.strictEqual(multiply(-2, 3), -6);\n  assert.strictEqual(multiply(0, 5), 0);\n});\n\ntest('divide divides two numbers', () => {\n  assert.strictEqual(divide(6, 2), 3);\n  assert.strictEqual(divide(-6, 2), -3);\n  assert.strictEqual(divide(0, 5), 0);\n});\n\ntest('divide throws on division by zero', () => {\n  assert.throws(() => divide(5, 0), /Division by zero/);\n});"
            },
            "toolName": "edit"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_e0k858g4",
            "failed": false,
            "output": "replaced 1 occurrence(s) in calculator.test.js\n[evidence record sha256:a6c70bc2bda9adf968c91cf899249e1e50c65ff336a27aa29e883535f6bf9d01 kind tool-call:edit]",
            "toolName": "edit"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_gzr7zwlk",
            "input": {
              "command": "node calculator.test.js"
            },
            "toolName": "shell"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_gzr7zwlk",
            "failed": false,
            "output": "exit code: 0\nstdout:\n✔ add adds two numbers (0.263125ms)\n✔ multiply multiplies two numbers (0.047875ms)\n✔ divide divides two numbers (0.037833ms)\n✔ divide throws on division by zero (0.127417ms)\nℹ tests 4\nℹ suites 0\nℹ pass 4\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 2.830833\n[evidence record sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67 kind tool-call:shell]",
            "toolName": "shell"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_699qglum",
            "input": {
              "predicate": "facts.exitCode == 0 && facts.pass == 4",
              "record": "sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67",
              "recordKind": "tool-call:shell"
            },
            "toolName": "claim"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_699qglum",
            "failed": false,
            "output": "UNVERIFIED (path-not-found): facts.pass does not exist in the cited record\n[evidence record sha256:e91ded3cb8ffd786ef25bcc1f000780ee3e14e70c14160ca4f50627267eaa8ab kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_rncg78dh",
            "input": {
              "predicate": "facts.exitCode == 0",
              "record": "sha256:86cf02b0ed22179c64ca113df9001b9ef2815579203a8a1c4237a3ed30cf1e67",
              "recordKind": "tool-call:shell"
            },
            "toolName": "claim"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_rncg78dh",
            "failed": false,
            "output": "VERIFIED: the harness evaluated the predicate against the cited tool-call:shell record and it held\n[evidence record sha256:f7d8d12103ddc095b537a1fb920850950953e656befd0ed97af092ecf7f75002 kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "Done. Added `divide` function to `calculator.js` that throws on division by zero, and added tests in `calculator.test.js` covering both normal division and the zero-division error case. All 4 tests pass.",
        "toolCalls": []
      },
      {
        "role": "user",
        "text": "add a percent function to calculator.js in a new file percent.js instead, exporting percentOf, and cover it in percent.test.js. Do not modify package.json."
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_s0nzbwuf",
            "input": {
              "files": [
                "percent.js",
                "percent.test.js"
              ]
            },
            "toolName": "declare_file_set"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_s0nzbwuf",
            "failed": false,
            "output": "declared 2 file(s): percent.js, percent.test.js\n[evidence record sha256:e5f40c735ee4951580298af122aa517b97b9434946a5f0093662e54a23328025 kind tool-call:declare_file_set]",
            "toolName": "declare_file_set"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_fnrnkud4",
            "input": {
              "content": "function percentOf(value, total) {\n  return (value / total) * 100;\n}\n\nmodule.exports = { percentOf };\n",
              "path": "percent.js"
            },
            "toolName": "write"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_fnrnkud4",
            "failed": false,
            "output": "wrote 102 bytes to percent.js\n[evidence record sha256:db93511d210896f4e858e628684feced97cef11c2134586af9d5574bf9734923 kind tool-call:write]",
            "toolName": "write"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_wx2yhtm0",
            "input": {
              "content": "const test = require('node:test');\nconst assert = require('node:assert');\nconst { percentOf } = require('./percent');\n\ntest('percentOf calculates percentage', () => {\n  assert.strictEqual(percentOf(50, 100), 50);\n  assert.strictEqual(percentOf(10, 200), 5);\n  assert.strictEqual(percentOf(0, 100), 0);\n});\n",
              "path": "percent.test.js"
            },
            "toolName": "write"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_wx2yhtm0",
            "failed": false,
            "output": "wrote 306 bytes to percent.test.js\n[evidence record sha256:361a98f502b1701a948d197766ef96ce6f0592e9c3c11123e9cdc411775fa68a kind tool-call:write]",
            "toolName": "write"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_y4l0tjo9",
            "input": {
              "command": "node percent.test.js"
            },
            "toolName": "shell"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_y4l0tjo9",
            "failed": false,
            "output": "exit code: 0\nstdout:\n✔ percentOf calculates percentage (0.254584ms)\nℹ tests 1\nℹ suites 0\nℹ pass 1\nℹ fail 0\nℹ cancelled 0\nℹ skipped 0\nℹ todo 0\nℹ duration_ms 2.699583\n[evidence record sha256:a89e2c1319725b9ad12e2d01d65873fdc849b460a5bd906d78edbf361e0b9ac9 kind tool-call:shell]",
            "toolName": "shell"
          }
        ],
        "role": "tool"
      },
      {
        "role": "assistant",
        "text": "",
        "toolCalls": [
          {
            "callId": "call_t9f3nxr9",
            "input": {
              "predicate": "facts.exitCode == 0",
              "record": "sha256:a89e2c1319725b9ad12e2d01d65873fdc849b460a5bd906d78edbf361e0b9ac9",
              "recordKind": "tool-call:shell"
            },
            "toolName": "claim"
          }
        ]
      },
      {
        "outcomes": [
          {
            "callId": "call_t9f3nxr9",
            "failed": false,
            "output": "VERIFIED: the harness evaluated the predicate against the cited tool-call:shell record and it held\n[evidence record sha256:b63926823604d9a2fb960aac04ad43480a39f96e886e29982645df79b49b3b7a kind tool-call:claim]",
            "toolName": "claim"
          }
        ],
        "role": "tool"
      }
    ],
    "sampling": null,
    "system": "You are a coding agent working inside one workspace directory. State a short plan on your first turn, then use the tools to carry it out. Before you edit anything, call declare_file_set with the files you intend to touch: a change to a file outside that set fails the file-set gate. If the work turns out to need another file, call amend_file_set with a reason a reviewer will read. Read before you edit. Make the smallest change that satisfies the task. Every tool result ends with an [evidence record sha256:... kind ...] trailer naming the ledger record it produced and what kind of record it is. To assert that work is done, call the claim tool with a predicate over such a record, the record digest, and that record kind: for example predicate \"facts.exitCode == 0\" with recordKind \"tool-call:shell\", citing the record of the test command you ran. A claim whose kind does not match the record it cites renders UNVERIFIED, so a predicate that happens to hold against some other record never stands in for the one you are claiming about. The harness evaluates the predicate and decides the verdict; your prose never counts as a result. When the work is done, reply with a summary and no tool calls. Quality gates then run against the workspace. If one fails you will be given its raw output and asked to fix it. Fixes are measured: removing tests, removing assertions, adding skip markers, or lowering coverage of the lines you changed gets the attempt rejected outright.",
    "tools": [
      "read",
      "write",
      "edit",
      "list",
      "search",
      "shell",
      "claim",
      "declare_file_set",
      "amend_file_set"
    ]
  },
  "response": {
    "finishReason": "stop",
    "inputTokens": 6112,
    "outputTokens": 31,
    "performance": {
      "firstTokenMs": 5242.8307920000225,
      "outputTokensPerSecond": 33.238441478600556,
      "responseTimeMs": 6175.485833000013
    },
    "text": "Done. Created `percent.js` with `percentOf` function and `percent.test.js` with a test covering percentage calculation. Test passes successfully.",
    "toolCalls": []
  },
  "step": 6,
  "toolCallCount": 0
}

107session-stoppedharness2026-08-24T21:06:55.294Z

completed after 6 steps

provenance: model

sha256:2938920ab286cd5be9fab8035b885094a2ae3da897b3f1c988a936f2e6d96ada

payload
{
  "completionNarrative": "Done. Created `percent.js` with `percentOf` function and `percent.test.js` with a test covering percentage calculation. Test passes successfully.",
  "steps": 6,
  "stopReason": "completed",
  "tokensUsed": 34170
}

108gate-runharness2026-08-24T21:06:55.353Z

gate typecheck: not-applicable (package.json declares no typecheck script)

provenance: tool-output

sha256:21692aba9a951310bb897c1a9cf74c4292b2a5a7f24442160c35e32fe3c20cdd

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "package.json declares no typecheck script",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "typecheck",
  "measures": {},
  "outputTruncated": false,
  "severity": "blocking",
  "status": "not-applicable",
  "stderr": "",
  "stdout": "",
  "title": "typecheck (node)",
  "unavailable": "package.json declares no typecheck script"
}

109gate-runharness2026-08-24T21:06:55.353Z

gate lint: not-applicable (package.json declares no lint script)

provenance: tool-output

sha256:ce59b3ecfeeff95ea0c7d0e8997163d3cbcce677eeca530f1d75e8b5349954c1

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "package.json declares no lint script",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "lint",
  "measures": {},
  "outputTruncated": false,
  "severity": "blocking",
  "status": "not-applicable",
  "stderr": "",
  "stdout": "",
  "title": "lint (node)",
  "unavailable": "package.json declares no lint script"
}

110gate-runharness2026-08-24T21:06:55.354Z

gate format: not-applicable (package.json declares no check-only format script, and running a writing formatter as a gate would edit the tree it is judging)

provenance: tool-output

sha256:f52f338fc09ae92740c27b595a8a40571763e29217c54191c82b0fbaf466cbc5

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "package.json declares no check-only format script, and running a writing formatter as a gate would edit the tree it is judging",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "format",
  "measures": {},
  "outputTruncated": false,
  "severity": "blocking",
  "status": "not-applicable",
  "stderr": "",
  "stdout": "",
  "title": "format (node)",
  "unavailable": "package.json declares no check-only format script, and running a writing formatter as a gate would edit the tree it is judging"
}

111gate-runharness2026-08-24T21:06:55.436Z

gate tests: passed (5 collected, 5 passed, 0 failed, 0 skipped (exit 0))

provenance: tool-output

sha256:59bec4c072c6f3e016290f13d5f56df32afb1a430a35b982fdaeb5d3847df30e

payload
{
  "argv": [
    "node",
    "--test",
    "--experimental-test-coverage",
    "--test-isolation=process",
    "--test-reporter=tap",
    "--test-reporter-destination=stdout",
    "--test-reporter=lcov",
    "--test-reporter-destination=/Users/brad/.swarm/sessions/20260824T210426-49a38a/coverage/tests.lcov"
  ],
  "attempt": 0,
  "blocking": true,
  "command": "node --test --experimental-test-coverage --test-isolation=process --test-reporter=tap --test-reporter-destination=stdout --test-reporter=lcov --test-reporter-destination=/Users/brad/.swarm/sessions/20260824T210426-49a38a/coverage/tests.lcov",
  "detail": "5 collected, 5 passed, 0 failed, 0 skipped (exit 0)",
  "durationMs": 81,
  "exitCode": 0,
  "gateId": "tests",
  "measures": {
    "testsCollected": 5,
    "testsFailed": 0,
    "testsPassed": 5,
    "testsSkipped": 0
  },
  "outputTruncated": false,
  "severity": "blocking",
  "status": "passed",
  "stderr": "",
  "stdout": "TAP version 13\n# Subtest: add adds two numbers\nok 1 - add adds two numbers\n  ---\n  duration_ms: 0.310375\n  type: 'test'\n  ...\n# Subtest: multiply multiplies two numbers\nok 2 - multiply multiplies two numbers\n  ---\n  duration_ms: 0.045208\n  type: 'test'\n  ...\n# Subtest: divide divides two numbers\nok 3 - divide divides two numbers\n  ---\n  duration_ms: 0.039708\n  type: 'test'\n  ...\n# Subtest: divide throws on division by zero\nok 4 - divide throws on division by zero\n  ---\n  duration_ms: 0.147958\n  type: 'test'\n  ...\n# Subtest: percentOf calculates percentage\nok 5 - percentOf calculates percentage\n  ---\n  duration_ms: 0.312042\n  type: 'test'\n  ...\n1..5\n# tests 5\n# suites 0\n# pass 5\n# fail 0\n# cancelled 0\n# skipped 0\n# todo 0\n# duration_ms 38.810958\n# start of coverage report\n# --------------------------------------------------------------\n# file          | line % | branch % | funcs % | uncovered lines\n# --------------------------------------------------------------\n# calculator.js | 100.00 |   100.00 |  100.00 | \n# percent.js    | 100.00 |   100.00 |  100.00 | \n# --------------------------------------------------------------\n# all files     | 100.00 |   100.00 |  100.00 | \n# --------------------------------------------------------------\n# end of coverage report\n",
  "title": "tests (node --test --experimental-test-coverage --test-isolation=process --test-reporter=tap --test-reporter-destination=stdout --test-reporter=lcov --test-reporter-destination=/Users/brad/.swarm/sessions/20260824T210426-49a38a/coverage/tests.lcov)",
  "unavailable": null
}

112gate-runharness2026-08-24T21:06:55.437Z

gate file-set: passed (all 2 changed file(s) are inside the declared set of 2, and every one of them was declared before it was edited)

provenance: tool-output

sha256:cebf7cdc746f5f43f6df6b098b9177b2a7fff9e524d1eee7ec49878203896f6f

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "all 2 changed file(s) are inside the declared set of 2, and every one of them was declared before it was edited",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "file-set",
  "measures": {
    "fileSetAmendments": 0,
    "filesDeclared": 2,
    "filesEditedBeforeDeclared": 0,
    "filesOutsideDeclaredSet": 0
  },
  "outputTruncated": false,
  "severity": "blocking",
  "status": "passed",
  "stderr": "",
  "stdout": "{\n  \"detail\": \"all 2 changed file(s) are inside the declared set of 2, and every one of them was declared before it was edited\",\n  \"outside\": [],\n  \"editedBeforeAuthorized\": [],\n  \"declared\": [\n    \"percent.js\",\n    \"percent.test.js\"\n  ],\n  \"amendments\": 0,\n  \"measures\": {\n    \"filesOutsideDeclaredSet\": 0,\n    \"filesEditedBeforeDeclared\": 0,\n    \"filesDeclared\": 2,\n    \"fileSetAmendments\": 0\n  }\n}",
  "title": "changes stay inside the declared file set",
  "unavailable": null
}

113gate-runharness2026-08-24T21:06:55.438Z

gate placeholder: passed (no placeholder marker was introduced by this change)

provenance: tool-output

sha256:9131d983387de9eb7d4119e3372e9aaeac213d679f40fe6ce44d305ae201cbec

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "no placeholder marker was introduced by this change",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "placeholder",
  "measures": {
    "placeholdersIntroduced": 0
  },
  "outputTruncated": false,
  "severity": "blocking",
  "status": "passed",
  "stderr": "",
  "stdout": "{\n  \"detail\": \"no placeholder marker was introduced by this change\",\n  \"findings\": [],\n  \"measures\": {\n    \"placeholdersIntroduced\": 0\n  }\n}",
  "title": "no placeholder markers introduced",
  "unavailable": null
}

114gate-runharness2026-08-24T21:06:55.438Z

gate secret-scan: passed (no known credential pattern appears in the added lines)

provenance: tool-output

sha256:a7835a09b3b3084e5c8717793a57f87b6a2b53a47b0299f58c1506c7fb1d34ef

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": true,
  "command": null,
  "detail": "no known credential pattern appears in the added lines",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "secret-scan",
  "measures": {
    "secretMatches": 0
  },
  "outputTruncated": false,
  "severity": "blocking",
  "status": "passed",
  "stderr": "",
  "stdout": "{\n  \"detail\": \"no known credential pattern appears in the added lines\",\n  \"hits\": [],\n  \"measures\": {\n    \"secretMatches\": 0\n  }\n}",
  "title": "no credential material in the change",
  "unavailable": null
}

115gate-runharness2026-08-24T21:06:55.438Z

gate diff-budget: passed (within budget: 2 file(s) and 14 added line(s))

provenance: tool-output

sha256:db18e2fbb47d59bfb4275d115c39743efd354cb2dae87a89df79f75050f30555

payload
{
  "argv": null,
  "attempt": 0,
  "blocking": false,
  "command": null,
  "detail": "within budget: 2 file(s) and 14 added line(s)",
  "durationMs": 0,
  "exitCode": 0,
  "gateId": "diff-budget",
  "measures": {
    "addedLines": 14,
    "changedFiles": 2,
    "maxAddedLines": 600,
    "maxChangedFiles": 12
  },
  "outputTruncated": false,
  "severity": "advisory",
  "status": "passed",
  "stderr": "",
  "stdout": "{\n  \"detail\": \"within budget: 2 file(s) and 14 added line(s)\",\n  \"overBudget\": false,\n  \"justificationRequired\": false,\n  \"measures\": {\n    \"changedFiles\": 2,\n    \"addedLines\": 14,\n    \"maxChangedFiles\": 12,\n    \"maxAddedLines\": 600\n  }\n}",
  "title": "change stays inside its size budget",
  "unavailable": null
}

116ratchet-decisionharness2026-08-24T21:06:55.450Z

the final state against the base commit accepted: the ratchet accepted the attempt: no measure moved the wrong way (not compared: testsCollected, changedLineCoverage)

provenance: tool-output

sha256:dee04a61fc0ab4ce9d55ff138a8751601a6cdbb40482a6766bb9a9646cb0683f

payload
{
  "abstentions": [
    {
      "measure": "testsCollected",
      "reason": "it was measured on only one side of the attempt, so there is nothing to compare"
    },
    {
      "measure": "changedLineCoverage",
      "reason": "it was measured on only one side of the attempt, so there is nothing to compare"
    }
  ],
  "accepted": true,
  "attempt": 0,
  "detail": "the ratchet accepted the attempt: no measure moved the wrong way (not compared: testsCollected, changedLineCoverage)",
  "gates": {
    "after": {
      "diff-budget": "passed",
      "file-set": "passed",
      "format": "not-applicable",
      "lint": "not-applicable",
      "placeholder": "passed",
      "secret-scan": "passed",
      "tests": "passed",
      "typecheck": "not-applicable"
    },
    "before": {}
  },
  "measures": {
    "after": {
      "assertions": 4,
      "changedLineCoverage": 1,
      "skipMarkers": 0,
      "testsCollected": 5,
      "testsDeclared": 1
    },
    "before": {
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    }
  },
  "newSpecifications": [],
  "respecification": [],
  "scope": "base",
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}

117workspace-diffharness2026-08-24T21:06:55.480Z

the change this task made, 693 characters of patch against c3accdecb2e16196ce79af7c1420f5eaa047cd1b

provenance: model

sha256:b23e9d3a2713f0003572bea0fb74ac76c81532d71313285b5a580bb863762e3c

payload
{
  "baseRef": "c3accdecb2e16196ce79af7c1420f5eaa047cd1b",
  "characters": 693,
  "patch": "diff --git a/percent.js b/percent.js\nnew file mode 100644\nindex 0000000..c98cc32\n--- /dev/null\n+++ b/percent.js\n@@ -0,0 +1,5 @@\n+function percentOf(value, total) {\n+  return (value / total) * 100;\n+}\n+\n+module.exports = { percentOf };\ndiff --git a/percent.test.js b/percent.test.js\nnew file mode 100644\nindex 0000000..4f1d9a5\n--- /dev/null\n+++ b/percent.test.js\n@@ -0,0 +1,9 @@\n+const test = require('node:test');\n+const assert = require('node:assert');\n+const { percentOf } = require('./percent');\n+\n+test('percentOf calculates percentage', () => {\n+  assert.strictEqual(percentOf(50, 100), 50);\n+  assert.strictEqual(percentOf(10, 200), 5);\n+  assert.strictEqual(percentOf(0, 100), 0);\n+});\n",
  "truncated": false
}

118rewardharness2026-08-24T21:06:55.731Z

scored 0.7806045782458514 after 34s, costing nothing

provenance: tool-output

sha256:ef7d67aaf01d884fd4f820447202eb974907d30c623be9df44b7919d604eada0

payload
{
  "assignment": "pinned",
  "attempts": 0,
  "changedFiles": 2,
  "costDetail": "local:qwen3-coder-next:latest runs locally; the tokens were not bought",
  "costInputTokens": 94370,
  "costOutputTokens": 1834,
  "costSource": "local",
  "costUsd": 0,
  "latencyMs": 33727,
  "model": "local:qwen3-coder-next:latest",
  "ratchet": {
    "assertions": 4,
    "attempts": 0,
    "changedLineCoverage": 1,
    "erosions": 0,
    "rejected": 0,
    "settled": "green",
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  },
  "recordedAt": 1787605615481,
  "reward": 0.7806045782458514,
  "rewardReason": "green with 0 retries, 34s, and $0.0000",
  "schemaVersion": 2,
  "sessionId": "20260824T210426-49a38a",
  "taskClass": "edit",
  "taskClassRule": "nothing more specific matched, so it is read as an ordinary edit"
}