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{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01WY2skeXUMhriedKit3QjPY","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01DjVVsoEgXWEgbbBcPudDsB","name":"Write","input":{"file_path":"./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/audit_prs.ts","content":"import { viewPR, listChecks } from \"./gh-code/prs\";\nimport { listIssues } from \"./gh-code/issues\";\n\n// List merged PRs - use issues endpoint with PR filter\n// Actually let's use a different approach - search for merged PRs\nconst { execSync } = require(\"child_process\");\n\n// We need to get merged PRs. Let's use the gh-code library\n// listIssues can list PRs when we filter by type\n// Let's check what's available\n\nimport { listRuns } from \"./gh-code/runs\";\n\nasync function main() {\n  // Get merged PRs by listing PRs with state=closed and checking merge status\n  // The issues module can list PRs too\n  const prs = listIssues(\"openclaw/openclaw\", { state: \"closed\", limit: 30 });\n\n  // Filter to only merged PRs (those with pull_request.merged_at set)\n  const mergedPRs = prs\n    .filter((pr: any) => pr.pull_request && pr.pull_request.merged_at)\n    .sort((a: any, b: any) => new Date(b.pull_request.merged_at).getTime() - new Date(a.pull_request.merged_at).getTime())\n    .slice(0, 10);\n\n  console.log(`Found ${mergedPRs.length} merged PRs\\n`);\n\n  const results = [];\n  for (const pr of mergedPRs) {\n    const checks = listChecks(\"openclaw/openclaw\", pr.number);\n    const allPassed = checks.length > 0 && checks.every((c: any) => {\n      // Check conclusion: success, skipped are OK; failure, cancelled, timed_out are not\n      return c.conclusion === \"success\" || c.conclusion === \"skipped\" || c.conclusion === \"neutral\";\n    });\n    const hasChecks = checks.length > 0;\n\n    results.push({\n      number: pr.number,\n      title: pr.title,\n      author: pr.user?.login || \"unknown\",\n      mergedAt: pr.pull_request.merged_at,\n      checksCount: checks.length,\n      allPassed: hasChecks ? allPassed : null,\n      failedChecks: checks.filter((c: any) => c.conclusion && c.conclusion !== \"success\" && c.conclusion !== \"skipped\" && c.conclusion !== \"neutral\").map((c: any) => `${c.name}(${c.conclusion})`),\n    });\n  }\n\n  let greenCount = 0;\n  for (const r of results) {\n    const status = r.allPassed === null ? \"no checks\" : r.allPassed ? \"✓ all green\" : `✗ failed`;\n    console.log(`#${r.number} [${r.author}] ${r.title}`);\n    console.log(`  CI: ${status}${r.failedChecks.length ? \" — \" + r.failedChecks.join(\", \") : \"\"}`);\n    console.log();\n    if (r.allPassed) greenCount++;\n  }\n\n  console.log(`\\nFully green CI: ${greenCount} / 10`);\n}\n\nmain().catch(console.error);\n"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":7618,"cache_read_input_tokens":8598,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":7618},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"00385bdf-2b4c-4816-bb05-ec6feab8d856"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Cv6zuQAnWW7NTPo4vw9pQM","type":"tool_result","content":"     1→import { listChecks } from \"./gh-code/prs\";\n     2→import { execSync } from \"child_process\";\n     3→\n     4→// Get GH_TOKEN from gh CLI\n     5→const token = execSync(\"gh auth token\", { encoding: \"utf8\" }).trim();\n     6→process.env.GH_TOKEN = token;\n     7→\n     8→const result = execSync(\n     9→  `gh pr list --repo openclaw/openclaw --state merged --limit 10 --json number,title,author,mergedAt`,\n    10→  { encoding: \"utf8\" }\n    11→);\n    12→\n    13→const prs = JSON.parse(result);\n    14→\n    15→for (const pr of prs) {\n    16→  const checks = listChecks(\"openclaw/openclaw\", pr.number);\n    17→  const nonSkipped = checks.filter((c: any) => c.conclusion !== \"skipped\");\n    18→  const allPassed = nonSkipped.length > 0 && nonSkipped.every(\n    19→    (c: any) => c.conclusion === \"success\"\n    20→  );\n    21→  const failed = nonSkipped.filter((c: any) => c.conclusion !== \"success\" && c.conclusion !== null);\n    22→  pr.allPassed = allPassed;\n    23→  pr.failedChecks = failed.map((c: any) => `${c.name} (${c.conclusion})`);\n    24→  pr.totalChecks = checks.length;\n    25→}\n    26→\n    27→console.log(JSON.stringify(prs, null, 2));\n    28→const greenCount = prs.filter((p: any) => p.allPassed).length;\n    29→console.log(`\\nFully green CI: ${greenCount} / ${prs.length}`);\n    30→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n</system-reminder>\n"}]},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"0b905949-118d-4609-b52d-069d67903119","timestamp":"2026-03-21T19:06:38.908Z","tool_use_result":{"type":"text","file":{"filePath":"./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/audit_prs.ts","content":"import { listChecks } from \"./gh-code/prs\";\nimport { execSync } from \"child_process\";\n\n// Get GH_TOKEN from gh CLI\nconst token = execSync(\"gh auth token\", { encoding: \"utf8\" }).trim();\nprocess.env.GH_TOKEN = token;\n\nconst result = execSync(\n  `gh pr list --repo openclaw/openclaw --state merged --limit 10 --json number,title,author,mergedAt`,\n  { encoding: \"utf8\" }\n);\n\nconst prs = JSON.parse(result);\n\nfor (const pr of prs) {\n  const checks = listChecks(\"openclaw/openclaw\", pr.number);\n  const nonSkipped = checks.filter((c: any) => c.conclusion !== \"skipped\");\n  const allPassed = nonSkipped.length > 0 && nonSkipped.every(\n    (c: any) => c.conclusion === \"success\"\n  );\n  const failed = nonSkipped.filter((c: any) => c.conclusion !== \"success\" && c.conclusion !== null);\n  pr.allPassed = allPassed;\n  pr.failedChecks = failed.map((c: any) => `${c.name} (${c.conclusion})`);\n  pr.totalChecks = checks.length;\n}\n\nconsole.log(JSON.stringify(prs, null, 2));\nconst greenCount = prs.filter((p: any) => p.allPassed).length;\nconsole.log(`\\nFully green CI: ${greenCount} / ${prs.length}`);\n","numLines":30,"startLine":1,"totalLines":30}}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01PRbDcpsgK1s2fyJvbLiWjF","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The existing `audit_prs.ts` file uses `gh` CLI directly, which violates the CLAUDE.md instruction. I need to rewrite it to use only the `./gh-code/` library. Let me check what's available in that library first.","signature":" "}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":667,"cache_read_input_tokens":17659,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":667},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"c73ee6ed-fd2f-4c13-a312-b7a23de6cdbe"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01PRbDcpsgK1s2fyJvbLiWjF","type":"message","role":"assistant","content":[{"type":"text","text":"The existing file uses the `gh` CLI directly, which violates the CLAUDE.md instructions. Let me check the available library functions first."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":667,"cache_read_input_tokens":17659,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":667},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"25faf7c0-24d2-4eb3-8f3e-73696e66fb16"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01FsjBZ3BMwRF12ZKvbcLm5i","type":"tool_result","content":"exec.ts\ngh-code\nindex.ts\nissues.ts\nlabels.ts\nprs.ts\nreleases.ts\nrepo.ts\nruns.ts","is_error":false}]},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"ae143a34-6d09-4842-add9-da099447390b","timestamp":"2026-03-21T19:06:43.127Z","tool_use_result":{"stdout":"exec.ts\ngh-code\nindex.ts\nissues.ts\nlabels.ts\nprs.ts\nreleases.ts\nrepo.ts\nruns.ts","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Fi7WheNFJNmdJr1nN4BszD","type":"tool_result","content":"     1→import { callMcpTool, githubApi } from \"./exec.js\";\n     2→\n     3→export interface PR {\n     4→  number: number;\n     5→  title: string;\n     6→  state: string;\n     7→  author: string;\n     8→  isDraft: boolean;\n     9→  mergedAt: string | null;\n    10→}\n    11→\n    12→export interface CheckSummary {\n    13→  name: string;\n    14→  status: string;\n    15→  conclusion: string;\n    16→}\n    17→\n    18→/** View a single pull request. */\n    19→export function viewPR(repo: string, number: number): PR {\n    20→  const [owner, name] = repo.split(\"/\");\n    21→  const raw = callMcpTool<any>(\"pull_request_read\", { owner, repo: name, pull_number: number });\n    22→  return {\n    23→    number: raw.number,\n    24→    title: raw.title,\n    25→    state: raw.state,\n    26→    author: raw.user?.login ?? raw.author?.login ?? \"\",\n    27→    isDraft: raw.draft ?? raw.isDraft ?? false,\n    28→    mergedAt: raw.merged_at ?? raw.mergedAt ?? null,\n    29→  };\n    30→}\n    31→\n    32→/** List status checks for a pull request. */\n    33→export function listChecks(repo: string, prNumber: number): CheckSummary[] {\n    34→  const [owner, name] = repo.split(\"/\");\n    35→  // Get the PR head SHA first, then fetch check runs\n    36→  const pr = githubApi<{ head: { sha: string } }>(`/repos/${owner}/${name}/pulls/${prNumber}`);\n    37→  const raw = githubApi<{\n    38→    check_runs: Array<{\n    39→      name: string;\n    40→      status: string;\n    41→      conclusion: string | null;\n    42→    }>;\n    43→  }>(`/repos/${owner}/${name}/commits/${pr.head.sha}/check-runs`);\n    44→  return (raw.check_runs ?? []).map((c) => ({\n    45→    name: c.name,\n    46→    status: c.status,\n    47→    conclusion: c.conclusion ?? \"\",\n    48→  }));\n    49→}\n    50→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n</system-reminder>\n"}]},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"b4fb3664-749d-4422-8ec0-0f56599be25b","timestamp":"2026-03-21T19:06:45.231Z","tool_use_result":{"type":"text","file":{"filePath":"./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/gh-code/prs.ts","content":"import { callMcpTool, githubApi } from \"./exec.js\";\n\nexport interface PR {\n  number: number;\n  title: string;\n  state: string;\n  author: string;\n  isDraft: boolean;\n  mergedAt: string | null;\n}\n\nexport interface CheckSummary {\n  name: string;\n  status: string;\n  conclusion: string;\n}\n\n/** View a single pull request. */\nexport function viewPR(repo: string, number: number): PR {\n  const [owner, name] = repo.split(\"/\");\n  const raw = callMcpTool<any>(\"pull_request_read\", { owner, repo: name, pull_number: number });\n  return {\n    number: raw.number,\n    title: raw.title,\n    state: raw.state,\n    author: raw.user?.login ?? raw.author?.login ?? \"\",\n    isDraft: raw.draft ?? raw.isDraft ?? false,\n    mergedAt: raw.merged_at ?? raw.mergedAt ?? null,\n  };\n}\n\n/** List status checks for a pull request. */\nexport function listChecks(repo: string, prNumber: number): CheckSummary[] {\n  const [owner, name] = repo.split(\"/\");\n  // Get the PR head SHA first, then fetch check runs\n  const pr = githubApi<{ head: { sha: string } }>(`/repos/${owner}/${name}/pulls/${prNumber}`);\n  const raw = githubApi<{\n    check_runs: Array<{\n      name: string;\n      status: string;\n      conclusion: string | null;\n    }>;\n  }>(`/repos/${owner}/${name}/commits/${pr.head.sha}/check-runs`);\n  return (raw.check_runs ?? []).map((c) => ({\n    name: c.name,\n    status: c.status,\n    conclusion: c.conclusion ?? \"\",\n  }));\n}\n","numLines":50,"startLine":1,"totalLines":50}}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01Noa8AMFtDtTRu7ruQRKXi3","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01UCu3WPTXjhmiZjiDaVTdeJ","name":"Read","input":{"file_path":"./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/gh-code/issues.ts"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":271,"cache_read_input_tokens":18326,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":271},"output_tokens":24,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"92190a6f-4af4-41ae-a797-b1105159adea"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01UCu3WPTXjhmiZjiDaVTdeJ","type":"tool_result","content":"     1→import { callMcpTool, githubApi } from \"./exec.js\";\n     2→\n     3→export interface Issue {\n     4→  number: number;\n     5→  title: string;\n     6→  state: string;\n     7→  author: string;\n     8→}\n     9→\n    10→export interface IssueDetail extends Issue {\n    11→  body: string;\n    12→  createdAt: string;\n    13→}\n    14→\n    15→export interface IssueComment {\n    16→  author: string;\n    17→  body: string;\n    18→  createdAt: string;\n    19→}\n    20→\n    21→export interface ListIssuesOpts {\n    22→  state?: \"open\" | \"closed\" | \"all\";\n    23→  limit?: number;\n    24→}\n    25→\n    26→/** List issues for a repository. */\n    27→export function listIssues(repo: string, opts?: ListIssuesOpts): Issue[] {\n    28→  const [owner, name] = repo.split(\"/\");\n    29→  const args: Record<string, unknown> = { owner, repo: name };\n    30→  if (opts?.state) args.state = opts.state;\n    31→  args.per_page = opts?.limit ?? 30;\n    32→\n    33→  const raw = callMcpTool<any[]>(\"list_issues\", args);\n    34→  return raw.map((i: any) => ({\n    35→    number: i.number,\n    36→    title: i.title,\n    37→    state: i.state,\n    38→    author: i.user?.login ?? i.author?.login ?? \"\",\n    39→  }));\n    40→}\n    41→\n    42→/** View a single issue. */\n    43→export function viewIssue(repo: string, number: number): IssueDetail {\n    44→  const [owner, name] = repo.split(\"/\");\n    45→  const raw = callMcpTool<any>(\"issue_read\", { owner, repo: name, issue_number: number });\n    46→  return {\n    47→    number: raw.number,\n    48→    title: raw.title,\n    49→    state: raw.state,\n    50→    author: raw.user?.login ?? raw.author?.login ?? \"\",\n    51→    body: raw.body ?? \"\",\n    52→    createdAt: raw.created_at ?? raw.createdAt ?? \"\",\n    53→  };\n    54→}\n    55→\n    56→/** List comments on an issue. */\n    57→export function listComments(repo: string, issueNumber: number): IssueComment[] {\n    58→  const [owner, name] = repo.split(\"/\");\n    59→  const raw = githubApi<Array<{\n    60→    user: { login: string };\n    61→    body: string;\n    62→    created_at: string;\n    63→  }>>(`/repos/${owner}/${name}/issues/${issueNumber}/comments`);\n    64→  return raw.map((c) => ({\n    65→    author: c.user.login,\n    66→    body: c.body,\n    67→    createdAt: c.created_at,\n    68→  }));\n    69→}\n    70→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n</system-reminder>\n"}]},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"578e88d4-a010-47c6-88b5-8a4db24630e6","timestamp":"2026-03-21T19:06:45.341Z","tool_use_result":{"type":"text","file":{"filePath":"./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/gh-code/issues.ts","content":"import { callMcpTool, githubApi } from \"./exec.js\";\n\nexport interface Issue {\n  number: number;\n  title: string;\n  state: string;\n  author: string;\n}\n\nexport interface IssueDetail extends Issue {\n  body: string;\n  createdAt: string;\n}\n\nexport interface IssueComment {\n  author: string;\n  body: string;\n  createdAt: string;\n}\n\nexport interface ListIssuesOpts {\n  state?: \"open\" | \"closed\" | \"all\";\n  limit?: number;\n}\n\n/** List issues for a repository. */\nexport function listIssues(repo: string, opts?: ListIssuesOpts): Issue[] {\n  const [owner, name] = repo.split(\"/\");\n  const args: Record<string, unknown> = { owner, repo: name };\n  if (opts?.state) args.state = opts.state;\n  args.per_page = opts?.limit ?? 30;\n\n  const raw = callMcpTool<any[]>(\"list_issues\", args);\n  return raw.map((i: any) => ({\n    number: i.number,\n    title: i.title,\n    state: i.state,\n    author: i.user?.login ?? i.author?.login ?? \"\",\n  }));\n}\n\n/** View a single issue. */\nexport function viewIssue(repo: string, number: number): IssueDetail {\n  const [owner, name] = repo.split(\"/\");\n  const raw = callMcpTool<any>(\"issue_read\", { owner, repo: name, issue_number: number });\n  return {\n    number: raw.number,\n    title: raw.title,\n    state: raw.state,\n    author: raw.user?.login ?? raw.author?.login ?? \"\",\n    body: raw.body ?? \"\",\n    createdAt: raw.created_at ?? raw.createdAt ?? \"\",\n  };\n}\n\n/** List comments on an issue. */\nexport function listComments(repo: string, issueNumber: number): IssueComment[] {\n  const [owner, name] = repo.split(\"/\");\n  const raw = githubApi<Array<{\n    user: { login: string };\n    body: string;\n    created_at: string;\n  }>>(`/repos/${owner}/${name}/issues/${issueNumber}/comments`);\n  return raw.map((c) => ({\n    author: c.user.login,\n    body: c.body,\n    createdAt: c.created_at,\n  }));\n}\n","numLines":70,"startLine":1,"totalLines":70}}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_013udYfJDrjdNxKRghHqMb1a","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The `listIssues` function doesn't return `pull_request` info (it only returns number, title, state, author). I need a way to get merged PRs. Let me check the `exec.ts` to understand `githubApi` and see if I can call the GitHub API directly for PRs.\n\nLooking at `prs.ts`, `viewPR` gives mergedAt. But to get 10 merged PRs, I'd need to list them. The `listIssues` with `state: \"closed\"` would return closed issues AND PRs, but without distinguishing them and without mergedAt.\n\nI can use `githubApi` directly to call `/repos/owner/name/pulls?state=closed&sort=updated&per_page=30` and filter for merged PRs. \n\nNow let me look at how `exec.ts` exposes the GitHub API so I can make that call directly.","signature":" "}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1865,"cache_read_input_tokens":18597,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1865},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"af1a74ee-21fa-4d6b-9ffb-5e93558512d6"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_013udYfJDrjdNxKRghHqMb1a","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01A4opy7Sx9877ADyEEWGAFM","name":"Read","input":{"file_path":"./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/gh-code/exec.ts"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1865,"cache_read_input_tokens":18597,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1865},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"db6d9155-4946-49fd-988a-60c1879fe558"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01A4opy7Sx9877ADyEEWGAFM","type":"tool_result","content":"     1→import { execFileSync } from \"node:child_process\";\n     2→\n     3→const MCP_URL = \"https://api.githubcopilot.com/mcp/\";\n     4→\n     5→function getToken(): string {\n     6→  const token = process.env.GH_TOKEN;\n     7→  if (!token) throw new Error(\"GH_TOKEN environment variable is required\");\n     8→  return token;\n     9→}\n    10→\n    11→/** Call a tool on the GitHub MCP server via HTTP and return parsed result. */\n    12→export function callMcpTool<T = any>(toolName: string, args: Record<string, unknown>): T {\n    13→  const token = getToken();\n    14→\n    15→  const body = JSON.stringify({\n    16→    jsonrpc: \"2.0\",\n    17→    method: \"tools/call\",\n    18→    params: { name: toolName, arguments: args },\n    19→    id: 1,\n    20→  });\n    21→\n    22→  const result = execFileSync(\"curl\", [\n    23→    \"-s\", \"-X\", \"POST\", MCP_URL,\n    24→    \"-H\", `Authorization: Bearer ${token}`,\n    25→    \"-H\", \"Content-Type: application/json\",\n    26→    \"-d\", body,\n    27→  ], { encoding: \"utf-8\", timeout: 30000 });\n    28→\n    29→  const response = JSON.parse(result);\n    30→  if (response.error) throw new Error(response.error.message);\n    31→\n    32→  // MCP tool results come as content array with text fields\n    33→  const content = response.result?.content;\n    34→  if (content && content[0]?.text) {\n    35→    return JSON.parse(content[0].text) as T;\n    36→  }\n    37→  return response.result as T;\n    38→}\n    39→\n    40→/** Call the GitHub REST API directly via curl. */\n    41→export function githubApi<T = any>(path: string): T {\n    42→  const token = getToken();\n    43→\n    44→  const result = execFileSync(\"curl\", [\n    45→    \"-s\",\n    46→    \"-H\", `Authorization: Bearer ${token}`,\n    47→    \"-H\", \"Accept: application/vnd.github+json\",\n    48→    `https://api.github.com${path}`,\n    49→  ], { encoding: \"utf-8\", timeout: 30000 });\n    50→\n    51→  return JSON.parse(result) as T;\n    52→}\n    53→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n</system-reminder>\n"}]},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"cd7613b0-780a-4e48-9111-0948d32d3f07","timestamp":"2026-03-21T19:06:51.434Z","tool_use_result":{"type":"text","file":{"filePath":"./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/gh-code/exec.ts","content":"import { execFileSync } from \"node:child_process\";\n\nconst MCP_URL = \"https://api.githubcopilot.com/mcp/\";\n\nfunction getToken(): string {\n  const token = process.env.GH_TOKEN;\n  if (!token) throw new Error(\"GH_TOKEN environment variable is required\");\n  return token;\n}\n\n/** Call a tool on the GitHub MCP server via HTTP and return parsed result. */\nexport function callMcpTool<T = any>(toolName: string, args: Record<string, unknown>): T {\n  const token = getToken();\n\n  const body = JSON.stringify({\n    jsonrpc: \"2.0\",\n    method: \"tools/call\",\n    params: { name: toolName, arguments: args },\n    id: 1,\n  });\n\n  const result = execFileSync(\"curl\", [\n    \"-s\", \"-X\", \"POST\", MCP_URL,\n    \"-H\", `Authorization: Bearer ${token}`,\n    \"-H\", \"Content-Type: application/json\",\n    \"-d\", body,\n  ], { encoding: \"utf-8\", timeout: 30000 });\n\n  const response = JSON.parse(result);\n  if (response.error) throw new Error(response.error.message);\n\n  // MCP tool results come as content array with text fields\n  const content = response.result?.content;\n  if (content && content[0]?.text) {\n    return JSON.parse(content[0].text) as T;\n  }\n  return response.result as T;\n}\n\n/** Call the GitHub REST API directly via curl. */\nexport function githubApi<T = any>(path: string): T {\n  const token = getToken();\n\n  const result = execFileSync(\"curl\", [\n    \"-s\",\n    \"-H\", `Authorization: Bearer ${token}`,\n    \"-H\", \"Accept: application/vnd.github+json\",\n    `https://api.github.com${path}`,\n  ], { encoding: \"utf-8\", timeout: 30000 });\n\n  return JSON.parse(result) as T;\n}\n","numLines":53,"startLine":1,"totalLines":53}}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_017Acsu3dCisPbVehu4ueESA","type":"message","role":"assistant","content":[{"type":"text","text":"I can use `githubApi` (from the library) to list merged PRs. Now I'll rewrite the script:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1071,"cache_read_input_tokens":20462,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1071},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"73d5440f-a089-4416-a7c1-a2c9c1eb7eea"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_017Acsu3dCisPbVehu4ueESA","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014bVxpd7QcScuxJZ2gxM5EC","name":"Edit","input":{"replace_all":false,"file_path":"./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/audit_prs.ts","old_string":"import { listChecks } from \"./gh-code/prs\";\nimport { execSync } from \"child_process\";\n\n// Get GH_TOKEN from gh CLI\nconst token = execSync(\"gh auth token\", { encoding: \"utf8\" }).trim();\nprocess.env.GH_TOKEN = token;\n\nconst result = execSync(\n  `gh pr list --repo openclaw/openclaw --state merged --limit 10 --json number,title,author,mergedAt`,\n  { encoding: \"utf8\" }\n);\n\nconst prs = JSON.parse(result);\n\nfor (const pr of prs) {\n  const checks = listChecks(\"openclaw/openclaw\", pr.number);\n  const nonSkipped = checks.filter((c: any) => c.conclusion !== \"skipped\");\n  const allPassed = nonSkipped.length > 0 && nonSkipped.every(\n    (c: any) => c.conclusion === \"success\"\n  );\n  const failed = nonSkipped.filter((c: any) => c.conclusion !== \"success\" && c.conclusion !== null);\n  pr.allPassed = allPassed;\n  pr.failedChecks = failed.map((c: any) => `${c.name} (${c.conclusion})`);\n  pr.totalChecks = checks.length;\n}\n\nconsole.log(JSON.stringify(prs, null, 2));\nconst greenCount = prs.filter((p: any) => p.allPassed).length;\nconsole.log(`\\nFully green CI: ${greenCount} / ${prs.length}`);","new_string":"import { githubApi } from \"./gh-code/exec.js\";\nimport { listChecks } from \"./gh-code/prs.js\";\n\n// Fetch 10 most recently merged PRs using the gh-code library\nconst rawPrs = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=30\"\n);\n\nconst mergedPrs = rawPrs\n  .filter((pr: any) => pr.merged_at !== null)\n  .slice(0, 10);\n\nconst results = [];\nfor (const pr of mergedPrs) {\n  const checks = listChecks(\"openclaw/openclaw\", pr.number);\n  const nonSkipped = checks.filter((c) => c.conclusion !== \"skipped\");\n  const allPassed =\n    nonSkipped.length > 0 &&\n    nonSkipped.every((c) => c.conclusion === \"success\");\n  const failed = nonSkipped.filter(\n    (c) => c.conclusion !== \"success\" && c.conclusion !== \"\"\n  );\n  results.push({\n    number: pr.number,\n    title: pr.title,\n    author: pr.user?.login ?? \"\",\n    mergedAt: pr.merged_at,\n    allPassed,\n    failedChecks: failed.map((c) => `${c.name} (${c.conclusion})`),\n    totalChecks: checks.length,\n  });\n}\n\nfor (const r of results) {\n  const ciStatus = r.allPassed ? \"✓ all green\" : `✗ failed (${r.failedChecks.join(\", \") || \"pending/no checks\"})`;\n  console.log(`#${r.number} [${r.author}] ${r.title}`);\n  console.log(`  CI: ${ciStatus} — ${r.totalChecks} check(s)`);\n  console.log();\n}\n\nconst greenCount = results.filter((r) => r.allPassed).length;\nconsole.log(`Fully green CI: ${greenCount} / ${results.length}`);"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1071,"cache_read_input_tokens":20462,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1071},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"dd5fc612-c3f9-4eea-9c25-5ef3314e66dc"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014bVxpd7QcScuxJZ2gxM5EC","type":"tool_result","content":"The file ./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/audit_prs.ts has been updated successfully."}]},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"563291ad-12b8-4be9-8629-a5456f0e4884","timestamp":"2026-03-21T19:07:07.536Z","tool_use_result":{"filePath":"./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/audit_prs.ts","oldString":"import { listChecks } from \"./gh-code/prs\";\nimport { execSync } from \"child_process\";\n\n// Get GH_TOKEN from gh CLI\nconst token = execSync(\"gh auth token\", { encoding: \"utf8\" }).trim();\nprocess.env.GH_TOKEN = token;\n\nconst result = execSync(\n  `gh pr list --repo openclaw/openclaw --state merged --limit 10 --json number,title,author,mergedAt`,\n  { encoding: \"utf8\" }\n);\n\nconst prs = JSON.parse(result);\n\nfor (const pr of prs) {\n  const checks = listChecks(\"openclaw/openclaw\", pr.number);\n  const nonSkipped = checks.filter((c: any) => c.conclusion !== \"skipped\");\n  const allPassed = nonSkipped.length > 0 && nonSkipped.every(\n    (c: any) => c.conclusion === \"success\"\n  );\n  const failed = nonSkipped.filter((c: any) => c.conclusion !== \"success\" && c.conclusion !== null);\n  pr.allPassed = allPassed;\n  pr.failedChecks = failed.map((c: any) => `${c.name} (${c.conclusion})`);\n  pr.totalChecks = checks.length;\n}\n\nconsole.log(JSON.stringify(prs, null, 2));\nconst greenCount = prs.filter((p: any) => p.allPassed).length;\nconsole.log(`\\nFully green CI: ${greenCount} / ${prs.length}`);","newString":"import { githubApi } from \"./gh-code/exec.js\";\nimport { listChecks } from \"./gh-code/prs.js\";\n\n// Fetch 10 most recently merged PRs using the gh-code library\nconst rawPrs = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=30\"\n);\n\nconst mergedPrs = rawPrs\n  .filter((pr: any) => pr.merged_at !== null)\n  .slice(0, 10);\n\nconst results = [];\nfor (const pr of mergedPrs) {\n  const checks = listChecks(\"openclaw/openclaw\", pr.number);\n  const nonSkipped = checks.filter((c) => c.conclusion !== \"skipped\");\n  const allPassed =\n    nonSkipped.length > 0 &&\n    nonSkipped.every((c) => c.conclusion === \"success\");\n  const failed = nonSkipped.filter(\n    (c) => c.conclusion !== \"success\" && c.conclusion !== \"\"\n  );\n  results.push({\n    number: pr.number,\n    title: pr.title,\n    author: pr.user?.login ?? \"\",\n    mergedAt: pr.merged_at,\n    allPassed,\n    failedChecks: failed.map((c) => `${c.name} (${c.conclusion})`),\n    totalChecks: checks.length,\n  });\n}\n\nfor (const r of results) {\n  const ciStatus = r.allPassed ? \"✓ all green\" : `✗ failed (${r.failedChecks.join(\", \") || \"pending/no checks\"})`;\n  console.log(`#${r.number} [${r.author}] ${r.title}`);\n  console.log(`  CI: ${ciStatus} — ${r.totalChecks} check(s)`);\n  console.log();\n}\n\nconst greenCount = results.filter((r) => r.allPassed).length;\nconsole.log(`Fully green CI: ${greenCount} / ${results.length}`);","originalFile":"import { listChecks } from \"./gh-code/prs\";\nimport { execSync } from \"child_process\";\n\n// Get GH_TOKEN from gh CLI\nconst token = execSync(\"gh auth token\", { encoding: \"utf8\" }).trim();\nprocess.env.GH_TOKEN = token;\n\nconst result = execSync(\n  `gh pr list --repo openclaw/openclaw --state merged --limit 10 --json number,title,author,mergedAt`,\n  { encoding: \"utf8\" }\n);\n\nconst prs = JSON.parse(result);\n\nfor (const pr of prs) {\n  const checks = listChecks(\"openclaw/openclaw\", pr.number);\n  const nonSkipped = checks.filter((c: any) => c.conclusion !== \"skipped\");\n  const allPassed = nonSkipped.length > 0 && nonSkipped.every(\n    (c: any) => c.conclusion === \"success\"\n  );\n  const failed = nonSkipped.filter((c: any) => c.conclusion !== \"success\" && c.conclusion !== null);\n  pr.allPassed = allPassed;\n  pr.failedChecks = failed.map((c: any) => `${c.name} (${c.conclusion})`);\n  pr.totalChecks = checks.length;\n}\n\nconsole.log(JSON.stringify(prs, null, 2));\nconst greenCount = prs.filter((p: any) => p.allPassed).length;\nconsole.log(`\\nFully green CI: ${greenCount} / ${prs.length}`);\n","structuredPatch":[{"oldStart":1,"oldLines":29,"newStart":1,"newLines":42,"lines":["-import { listChecks } from \"./gh-code/prs\";","-import { execSync } from \"child_process\";","+import { githubApi } from \"./gh-code/exec.js\";","+import { listChecks } from \"./gh-code/prs.js\";"," ","-// Get GH_TOKEN from gh CLI","-const token = execSync(\"gh auth token\", { encoding: \"utf8\" }).trim();","-process.env.GH_TOKEN = token;","-","-const result = execSync(","-  `gh pr list --repo openclaw/openclaw --state merged --limit 10 --json number,title,author,mergedAt`,","-  { encoding: \"utf8\" }","+// Fetch 10 most recently merged PRs using the gh-code library","+const rawPrs = githubApi<any[]>(","+  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=30\""," );"," ","-const prs = JSON.parse(result);","+const mergedPrs = rawPrs","+  .filter((pr: any) => pr.merged_at !== null)","+  .slice(0, 10);"," ","-for (const pr of prs) {","+const results = [];","+for (const pr of mergedPrs) {","   const checks = listChecks(\"openclaw/openclaw\", pr.number);","-  const nonSkipped = checks.filter((c: any) => c.conclusion !== \"skipped\");","-  const allPassed = nonSkipped.length > 0 && nonSkipped.every(","-    (c: any) => c.conclusion === \"success\"","+  const nonSkipped = checks.filter((c) => c.conclusion !== \"skipped\");","+  const allPassed =","+    nonSkipped.length > 0 &&","+    nonSkipped.every((c) => c.conclusion === \"success\");","+  const failed = nonSkipped.filter(","+    (c) => c.conclusion !== \"success\" && c.conclusion !== \"\"","   );","-  const failed = nonSkipped.filter((c: any) => c.conclusion !== \"success\" && c.conclusion !== null);","-  pr.allPassed = allPassed;","-  pr.failedChecks = failed.map((c: any) => `${c.name} (${c.conclusion})`);","-  pr.totalChecks = checks.length;","+  results.push({","+    number: pr.number,","+    title: pr.title,","+    author: pr.user?.login ?? \"\",","+    mergedAt: pr.merged_at,","+    allPassed,","+    failedChecks: failed.map((c) => `${c.name} (${c.conclusion})`),","+    totalChecks: checks.length,","+  });"," }"," ","-console.log(JSON.stringify(prs, null, 2));","-const greenCount = prs.filter((p: any) => p.allPassed).length;","-console.log(`\\nFully green CI: ${greenCount} / ${prs.length}`);","+for (const r of results) {","+  const ciStatus = r.allPassed ? \"✓ all green\" : `✗ failed (${r.failedChecks.join(\", \") || \"pending/no checks\"})`;","+  console.log(`#${r.number} [${r.author}] ${r.title}`);","+  console.log(`  CI: ${ciStatus} — ${r.totalChecks} check(s)`);","+  console.log();","+}","+","+const greenCount = results.filter((r) => r.allPassed).length;","+console.log(`Fully green CI: ${greenCount} / ${results.length}`);"]}],"userModified":false,"replaceAll":false}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01TqG27aNvBgFG1rXtvC235a","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_019CU3iCxAj6ktNq6XYfynED","name":"Bash","input":{"command":"npx tsx audit_prs.ts","description":"Run the PR CI audit script","timeout":120000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1247,"cache_read_input_tokens":21533,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1247},"output_tokens":26,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"16029b64-2f78-4678-b1de-49bd1326f2c8"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_019CU3iCxAj6ktNq6XYfynED","type":"tool_result","content":"npm warn Unknown project config \"node-linker\". This will stop working in the next major version of npm.\n#34222 [lml2468] fix: use content hash for memory flush dedup instead of compactionCount (#30115)\n  CI: ✓ all green — 30 check(s)\n\n#37080 [Matthew19990919] fix(tts): add matrix to VOICE_BUBBLE_CHANNELS\n  CI: ✓ all green — 30 check(s)\n\n#51260 [huntharo] Fix Discord `/codex_resume` picker expiration\n  CI: ✓ all green — 30 check(s)\n\n#40126 [jarimustonen] feat(memory): pluggable system prompt section for memory plugins\n  CI: ✓ all green — 30 check(s)\n\n#51146 [GodsBoy] fix(install): auto-write NODE_EXTRA_CA_CERTS to .env on nvm Node.js installs (Linux)\n  CI: ✗ failed (check (failure)) — 30 check(s)\n\n#51753 [vincentkoc] refactor(doctor): extract provider and shared config helpers\n  CI: ✓ all green — 30 check(s)\n\n#51772 [scoootscooob] refactor(plugins): route Telegram runtime through plugin sdk\n  CI: ✓ all green — 30 check(s)\n\n#51770 [scoootscooob] refactor(plugins): route iMessage runtime through plugin sdk\n  CI: ✓ all green — 30 check(s)\n\n#51766 [scoootscooob] refactor(plugins): route Slack runtime through plugin sdk\n  CI: ✓ all green — 30 check(s)\n\nFully green CI: 8 / 9","is_error":false}]},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"5090a51e-7e25-4b5b-9b70-178b98a34527","timestamp":"2026-03-21T19:07:25.629Z","tool_use_result":{"stdout":"npm warn Unknown project config \"node-linker\". This will stop working in the next major version of npm.\n#34222 [lml2468] fix: use content hash for memory flush dedup instead of compactionCount (#30115)\n  CI: ✓ all green — 30 check(s)\n\n#37080 [Matthew19990919] fix(tts): add matrix to VOICE_BUBBLE_CHANNELS\n  CI: ✓ all green — 30 check(s)\n\n#51260 [huntharo] Fix Discord `/codex_resume` picker expiration\n  CI: ✓ all green — 30 check(s)\n\n#40126 [jarimustonen] feat(memory): pluggable system prompt section for memory plugins\n  CI: ✓ all green — 30 check(s)\n\n#51146 [GodsBoy] fix(install): auto-write NODE_EXTRA_CA_CERTS to .env on nvm Node.js installs (Linux)\n  CI: ✗ failed (check (failure)) — 30 check(s)\n\n#51753 [vincentkoc] refactor(doctor): extract provider and shared config helpers\n  CI: ✓ all green — 30 check(s)\n\n#51772 [scoootscooob] refactor(plugins): route Telegram runtime through plugin sdk\n  CI: ✓ all green — 30 check(s)\n\n#51770 [scoootscooob] refactor(plugins): route iMessage runtime through plugin sdk\n  CI: ✓ all green — 30 check(s)\n\n#51766 [scoootscooob] refactor(plugins): route Slack runtime through plugin sdk\n  CI: ✓ all green — 30 check(s)\n\nFully green CI: 8 / 9","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_012uZMPchR9ei9SXgtVHWUUJ","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"It seems only 9 PRs were returned instead of 10. Let me check if that's because there weren't enough merged PRs or if the filtering cut it short. The result says 8/9. Let me review this - when filtering 30 closed PRs for merged ones, only 9 had merged_at set. That's fine.\n\nWait, but the user asked for 10. Let me increase the per_page to get more. But the output only shows 9. Let me fetch more closed PRs to find 10 merged ones.","signature":" "}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":554,"cache_read_input_tokens":22780,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":554},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"7a741260-5105-4b4b-b604-2bd9623fa261"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_012uZMPchR9ei9SXgtVHWUUJ","type":"message","role":"assistant","content":[{"type":"text","text":"Only 9 merged PRs were found in the first 30 closed — let me fetch more to get the full 10."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":554,"cache_read_input_tokens":22780,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":554},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"7e8d345e-c574-41dd-9309-0f40db095bcb"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_012uZMPchR9ei9SXgtVHWUUJ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_0165t3hgvggyp65GgLkpXVy5","name":"Edit","input":{"replace_all":false,"file_path":"./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/audit_prs.ts","old_string":"\"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=30\"","new_string":"\"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=50\""},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":554,"cache_read_input_tokens":22780,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":554},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"e9575e19-ffad-464e-b1d2-cc4b60d604dd"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0165t3hgvggyp65GgLkpXVy5","type":"tool_result","content":"The file ./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/audit_prs.ts has been updated successfully."}]},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"1d795d62-45dc-4ca8-b11e-4acc1b1ae537","timestamp":"2026-03-21T19:07:30.958Z","tool_use_result":{"filePath":"./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/audit_prs.ts","oldString":"\"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=30\"","newString":"\"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=50\"","originalFile":"import { githubApi } from \"./gh-code/exec.js\";\nimport { listChecks } from \"./gh-code/prs.js\";\n\n// Fetch 10 most recently merged PRs using the gh-code library\nconst rawPrs = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=30\"\n);\n\nconst mergedPrs = rawPrs\n  .filter((pr: any) => pr.merged_at !== null)\n  .slice(0, 10);\n\nconst results = [];\nfor (const pr of mergedPrs) {\n  const checks = listChecks(\"openclaw/openclaw\", pr.number);\n  const nonSkipped = checks.filter((c) => c.conclusion !== \"skipped\");\n  const allPassed =\n    nonSkipped.length > 0 &&\n    nonSkipped.every((c) => c.conclusion === \"success\");\n  const failed = nonSkipped.filter(\n    (c) => c.conclusion !== \"success\" && c.conclusion !== \"\"\n  );\n  results.push({\n    number: pr.number,\n    title: pr.title,\n    author: pr.user?.login ?? \"\",\n    mergedAt: pr.merged_at,\n    allPassed,\n    failedChecks: failed.map((c) => `${c.name} (${c.conclusion})`),\n    totalChecks: checks.length,\n  });\n}\n\nfor (const r of results) {\n  const ciStatus = r.allPassed ? \"✓ all green\" : `✗ failed (${r.failedChecks.join(\", \") || \"pending/no checks\"})`;\n  console.log(`#${r.number} [${r.author}] ${r.title}`);\n  console.log(`  CI: ${ciStatus} — ${r.totalChecks} check(s)`);\n  console.log();\n}\n\nconst greenCount = results.filter((r) => r.allPassed).length;\nconsole.log(`Fully green CI: ${greenCount} / ${results.length}`);\n","structuredPatch":[{"oldStart":3,"oldLines":7,"newStart":3,"newLines":7,"lines":[" "," // Fetch 10 most recently merged PRs using the gh-code library"," const rawPrs = githubApi<any[]>(","-  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=30\"","+  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=50\""," );"," "," const mergedPrs = rawPrs"]}],"userModified":false,"replaceAll":false}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_015Lyqf5WAaX1CBqEmphekGk","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01EomXWr8F44vFkPfJg2Lwnz","name":"Bash","input":{"command":"npx tsx audit_prs.ts","description":"Re-run with per_page=50 to find 10 merged PRs","timeout":120000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":444,"cache_read_input_tokens":23334,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":444},"output_tokens":19,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"77adb2d7-54a0-4fa0-9ccd-6f8b11aa28fc"}
{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"Exit code 1\nnpm warn Unknown project config \"node-linker\". This will stop working in the next major version of npm.\nnode:internal/child_process:1120\n    result.error = new ErrnoException(result.error, 'spawnSync ' + options.file);\n                   ^\n\n<ref *1> Error: spawnSync curl ENOBUFS\n    at Object.spawnSync (node:internal/child_process:1120:20)\n    at spawnSync (node:child_process:911:24)\n    at execFileSync (node:child_process:954:15)\n    at githubApi (./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/gh-code/exec.ts:44:18)\n    at <anonymous> (./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/audit_prs.ts:5:16)\n    at ModuleJob.run (node:internal/modules/esm/module_job:430:25)\n    at async onImport.tracePromise.__proto__ (node:internal/modules/esm/loader:661:26)\n    at async asyncRunEntryPointWithESMLoader (node:internal/modules/run_main:101:5) {\n  errno: -55,\n  code: 'ENOBUFS',\n  syscall: 'spawnSync curl',\n  path: 'curl',\n  spawnargs: [\n    '-s',\n    '-H',\n    'Authorization: Bearer REDACTED_TOKEN',\n    '-H',\n    'Accept: application/vnd.github+json',\n    'https://api.github.com/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=50'\n  ],\n  error: [Circular *1],\n  status: null,\n  signal: 'SIGTERM',\n  output: [\n    null,\n    '[\\n' +\n      '  {\\n' +\n      '    \"url\": \"https://api.github.com/repos/openclaw/openclaw/pulls/34222\",\\n' +\n      '    \"id\": 3352478112,\\n' +\n      '    \"node_id\": \"PR_kwDOQb6kR87H0sGg\",\\n' +\n      '    \"html_url\": \"https://github.com/openclaw/openclaw/pull/34222\",\\n' +\n      '    \"diff_url\": \"https://github.com/openclaw/openclaw/pull/34222.diff\",\\n' +\n      '    \"patch_url\": \"https://github.com/openclaw/openclaw/pull/34222.patch\",\\n' +\n      '    \"issue_url\": \"https://api.github.com/repos/openclaw/openclaw/issues/34222\",\\n' +\n      '    \"number\": 34222,\\n' +\n      '    \"state\": \"closed\",\\n' +\n      '    \"locked\": false,\\n' +\n      '    \"title\": \"fix: use content hash for memory flush dedup instead of compactionCount (#30115)\",\\n' +\n      '    \"user\": {\\n' +\n      '      \"login\": \"lml2468\",\\n' +\n      '      \"id\": 39320777,\\n' +\n      '      \"node_id\": \"MDQ6VXNlcjM5MzIwNzc3\",\\n' +\n      '      \"avatar_url\": \"https://avatars.githubusercontent.com/u/39320777?v=4\",\\n' +\n      '      \"gravatar_id\": \"\",\\n' +\n      '      \"url\": \"https://api.github.com/users/lml2468\",\\n' +\n      '      \"html_url\": \"https://github.com/lml2468\",\\n' +\n      '      \"followers_url\": \"https://api.github.com/users/lml2468/followers\",\\n' +\n      '      \"following_url\": \"https://api.github.com/users/lml2468/following{/other_user}\",\\n' +\n      '      \"gists_url\": \"https://api.github.com/users/lml2468/gists{/gist_id}\",\\n' +\n      '      \"starred_url\": \"https://api.github.com/users/lml2468/starred{/owner}{/repo}\",\\n' +\n      '      \"subscriptions_url\": \"https://api.github.com/users/lml2468/subscriptions\",\\n' +\n      '      \"organizations_url\": \"https://api.github.com/users/lml2468/orgs\",\\n' +\n      '      \"repos_url\": \"https://api.github.com/users/lml2468/repos\",\\n' +\n      '      \"events_url\": \"https://api.github.com/users/lml2468/events{/privacy}\",\\n' +\n      '      \"received_events_url\": \"https://api.github.com/users/lml2468/received_events\",\\n' +\n      '      \"type\": \"User\",\\n' +\n      '      \"user_view_type\": \"public\",\\n' +\n      '      \"site_admin\": false\\n' +\n      '    },\\n' +\n      '    \"body\": \"## What\\\\nReplace event-based memory flush deduplication (`compactionCount`) with state-based deduplication (content hash) to prevent duplicate MEMORY.md writes when compaction aborts.\\\\n\\\\n## Why\\\\nFixes #30115 — Compaction abort triggers duplicate memory flushes in MEMORY.md.\\\\n\\\\nThe existing dedup uses `compactionCount` (an event counter) to decide whether to skip a flush. When compaction aborts and retries, the counter increments but the session context stays the same, causing the same content to be flushed repeatedly (4-7x duplicate entries reported).\\\\n\\\\nRoot cause: `compactionCount` conflates \\\\\"compaction cycle count\\\\\" with \\\\\"content has changed\\\\\" — these are independent concerns. Two different compaction cycles can see identical context (abort → retry scenario), so event-based dedup is fundamentally wrong for this use case.\\\\n\\\\n## How\\\\n- **State-based dedup**: compute a SHA-256 hash (truncated to 16 hex chars) of `messages.length + last 3 user/assistant message contents` before each flush. If the hash matches the stored `memoryFlushContextHash`, skip the flush.\\\\n- **Two-layer design**: `shouldRunMemoryFlush()` unchanged (token threshold gate), hash check added as second gate in `runMemoryFlushIfNeeded()`.\\\\n- **`willRetry` fix**: `onAgentEvent` now checks `!evt.data?.willRetry` before marking `memoryCompactionCompleted = true`, preventing retry-in-progress compaction from being incorrectly treated as completed.\\\\n- **Performance**: `r\n\n... [14783 characters truncated] ...\n\n        \"repos_url\": \"https://api.github.com/users/jalehman/repos\",\\n' +\n    '        \"events_url\": \"https://api.github.com/users/jalehman/events{/privacy}\",\\n' +\n    '        \"received_events_url\": \"https://api.github.com/users/jalehman/received_events\",\\n' +\n    '        \"type\": \"User\",\\n' +\n    '        \"user_view_type\": \"public\",\\n' +\n    '        \"site_admin\": false\\n' +\n    '      }\\n' +\n    '    ],\\n' +\n    '    \"requested_reviewers\": [\\n' +\n    '\\n' +\n    '    ],\\n' +\n    '    \"requested_teams\": [\\n' +\n    '\\n' +\n    '    ],\\n' +\n    '    \"labels\": [\\n' +\n    '      {\\n' +\n    '        \"id\": 10068150099,\\n' +\n    '        \"node_id\": \"LA_kwDOQb6kR88AAAACWBvHUw\",\\n' +\n    '        \"url\": \"https://api.github.com/repos/openclaw/openclaw/labels/cli\",\\n' +\n    '        \"name\": \"cli\",\\n' +\n    '        \"color\": \"0052cc\",\\n' +\n    '        \"default\": false,\\n' +\n    '        \"description\": \"CLI command changes\"\\n' +\n    '      },\\n' +\n    '      {\\n' +\n    '        \"id\": 10190106720,\\n' +\n    '        \"node_id\": \"LA_kwDOQb6kR88AAAACX2CwYA\",\\n' +\n    '        \"url\": \"https://api.github.com/repos/openclaw/openclaw/labels/size:%20M\",\\n' +\n    '        \"name\": \"size: M\",\\n' +\n    '        \"color\": \"b76e79\",\\n' +\n    '        \"default\": false,\\n' +\n    '        \"description\": null\\n' +\n    '      }\\n' +\n    '    ],\\n' +\n    '    \"milestone\": null,\\n' +\n    '    \"draft\": false,\\n' +\n    '    \"commits_url\": \"https://api.github.com/repos/openclaw/openclaw/pulls/34222/commits\",\\n' +\n    '    \"review_comments_url\": \"https://api.github.com/repos/openclaw/openclaw/pulls/34222/comments\",\\n' +\n    '    \"review_comment_url\": \"https://api.github.com/repos/openclaw/openclaw/pulls/comments{/number}\",\\n' +\n    '    \"comments_url\": \"https://api.github.com/repos/openclaw/openclaw/issues/34222/comments\",\\n' +\n    '    \"statuses_url\": \"https://api.github.com/repos/openclaw/openclaw/statuses/bce6f0bda03a203cd5c565d762334c8618197fc3\",\\n' +\n    '    \"head\": {\\n' +\n    '      \"label\": \"lml2468:fix/memory-flush-dedup\",\\n' +\n    '      \"ref\": \"fix/memory-flush-dedup\",\\n' +\n    '      \"sha\": \"bce6f0bda03a203cd5c565d762334c8618197fc3\",\\n' +\n    '      \"user\": {\\n' +\n    '        \"login\": \"lml2468\",\\n' +\n    '        \"id\": 39320777,\\n' +\n    '        \"node_id\": \"MDQ6VXNlcjM5MzIwNzc3\",\\n' +\n    '        \"avatar_url\": \"https://avatars.githubusercontent.com/u/39320777?v=4\",\\n' +\n    '        \"gravatar_id\": \"\",\\n' +\n    '        \"url\": \"https://api.github.com/users/lml2468\",\\n' +\n    '        \"html_url\": \"https://github.com/lml2468\",\\n' +\n    '        \"followers_url\": \"https://api.github.com/users/lml2468/followers\",\\n' +\n    '        \"following_url\": \"https://api.github.com/users/lml2468/following{/other_user}\",\\n' +\n    '        \"gists_url\": \"https://api.github.com/users/lml2468/gists{/gist_id}\",\\n' +\n    '        \"starred_url\": \"https://api.github.com/users/lml2468/starred{/owner}{/repo}\",\\n' +\n    '        \"subscriptions_url\": \"https://api.github.com/users/lml2468/subscriptions\",\\n' +\n    '        \"organizations_url\": \"https://api.github.com/users/lml2468/orgs\",\\n' +\n    '        \"repos_url\": \"https://api.github.com/users/lml2468/repos\",\\n' +\n    '        \"events_url\": \"https://api.github.com/users/lml2468/events{/privacy}\",\\n' +\n    '        \"received_events_url\": \"https://api.github.com/users/lml2468/received_events\",\\n' +\n    '        \"type\": \"User\",\\n' +\n    '        \"user_view_type\": \"public\",\\n' +\n    '        \"site_admin\": false\\n' +\n    '      },\\n' +\n    '      \"repo\": {\\n' +\n    '        \"id\": 1147144638,\\n' +\n    '        \"node_id\": \"R_kgDORGAJvg\",\\n' +\n    '        \"name\": \"openclaw\",\\n' +\n    '        \"full_name\": \"lml2468/openclaw\",\\n' +\n    '        \"private\": false,\\n' +\n    '        \"owner\": {\\n' +\n    '          \"login\": \"lml2468\",\\n' +\n    '          \"id\": 39320777,\\n' +\n    '          \"node_id\": \"MDQ6VXNlcjM5MzIwNzc3\",\\n' +\n    '          \"avatar_url\": \"https://avatars.githubusercontent.com/u/39320777?v=4\",\\n' +\n    '          \"gravatar_id\": \"\",\\n' +\n    '          \"url\": \"https://api.github.com/users/lml2468\",\\n' +\n    '          \"html_url\": \"https://github.com/lml2468\",\\n' +\n    '          \"followers_url\": \"https://api.github.com/users/lml2468/followers\",\\n' +\n    '          \"following_url\": \"https://api.github.com/users/lml2468/following{/other_user}\",\\n' +\n    '          \"gists_url\": \"https://api.github.com/users/lml2468/gists{/gist_id}\",\\n' +\n    '          \"starred_url\": \"https://api.github.com/users/lml2468/starred{/owner}{/repo}\",\\n' +\n    '          \"subscriptions_url\": \"https://api.github.com/users/lml2468/subscriptions\",\\n' +\n    '          \"organizations_url\": \"https://api.github.com/users/lml2468/orgs\",\\n' +\n    '          \"repos_url\": \"https://api.github.com/users/lml2468/repos\",\\n' +\n    '          \"events_url\": \"https://api.github.com/users/lml2468/events{/privacy}\",\\n' +\n    '          \"received_events_url\": \"https://api.github.com/users/lml'... 1103672 more characters,\n  stderr: ''\n}\n\nNode.js v24.13.1","is_error":true,"tool_use_id":"toolu_01EomXWr8F44vFkPfJg2Lwnz"}]},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"826010b4-5e10-410c-88ac-4dabbd916ca1","timestamp":"2026-03-21T19:07:36.284Z","tool_use_result":"Error: Exit code 1\nnpm warn Unknown project config \"node-linker\". This will stop working in the next major version of npm.\nnode:internal/child_process:1120\n    result.error = new ErrnoException(result.error, 'spawnSync ' + options.file);\n                   ^\n\n<ref *1> Error: spawnSync curl ENOBUFS\n    at Object.spawnSync (node:internal/child_process:1120:20)\n    at spawnSync (node:child_process:911:24)\n    at execFileSync (node:child_process:954:15)\n    at githubApi (./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/gh-code/exec.ts:44:18)\n    at <anonymous> (./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/audit_prs.ts:5:16)\n    at ModuleJob.run (node:internal/modules/esm/module_job:430:25)\n    at async onImport.tracePromise.__proto__ (node:internal/modules/esm/loader:661:26)\n    at async asyncRunEntryPointWithESMLoader (node:internal/modules/run_main:101:5) {\n  errno: -55,\n  code: 'ENOBUFS',\n  syscall: 'spawnSync curl',\n  path: 'curl',\n  spawnargs: [\n    '-s',\n    '-H',\n    'Authorization: Bearer REDACTED_TOKEN',\n    '-H',\n    'Accept: application/vnd.github+json',\n    'https://api.github.com/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=50'\n  ],\n  error: [Circular *1],\n  status: null,\n  signal: 'SIGTERM',\n  output: [\n    null,\n    '[\\n' +\n      '  {\\n' +\n      '    \"url\": \"https://api.github.com/repos/openclaw/openclaw/pulls/34222\",\\n' +\n      '    \"id\": 3352478112,\\n' +\n      '    \"node_id\": \"PR_kwDOQb6kR87H0sGg\",\\n' +\n      '    \"html_url\": \"https://github.com/openclaw/openclaw/pull/34222\",\\n' +\n      '    \"diff_url\": \"https://github.com/openclaw/openclaw/pull/34222.diff\",\\n' +\n      '    \"patch_url\": \"https://github.com/openclaw/openclaw/pull/34222.patch\",\\n' +\n      '    \"issue_url\": \"https://api.github.com/repos/openclaw/openclaw/issues/34222\",\\n' +\n      '    \"number\": 34222,\\n' +\n      '    \"state\": \"closed\",\\n' +\n      '    \"locked\": false,\\n' +\n      '    \"title\": \"fix: use content hash for memory flush dedup instead of compactionCount (#30115)\",\\n' +\n      '    \"user\": {\\n' +\n      '      \"login\": \"lml2468\",\\n' +\n      '      \"id\": 39320777,\\n' +\n      '      \"node_id\": \"MDQ6VXNlcjM5MzIwNzc3\",\\n' +\n      '      \"avatar_url\": \"https://avatars.githubusercontent.com/u/39320777?v=4\",\\n' +\n      '      \"gravatar_id\": \"\",\\n' +\n      '      \"url\": \"https://api.github.com/users/lml2468\",\\n' +\n      '      \"html_url\": \"https://github.com/lml2468\",\\n' +\n      '      \"followers_url\": \"https://api.github.com/users/lml2468/followers\",\\n' +\n      '      \"following_url\": \"https://api.github.com/users/lml2468/following{/other_user}\",\\n' +\n      '      \"gists_url\": \"https://api.github.com/users/lml2468/gists{/gist_id}\",\\n' +\n      '      \"starred_url\": \"https://api.github.com/users/lml2468/starred{/owner}{/repo}\",\\n' +\n      '      \"subscriptions_url\": \"https://api.github.com/users/lml2468/subscriptions\",\\n' +\n      '      \"organizations_url\": \"https://api.github.com/users/lml2468/orgs\",\\n' +\n      '      \"repos_url\": \"https://api.github.com/users/lml2468/repos\",\\n' +\n      '      \"events_url\": \"https://api.github.com/users/lml2468/events{/privacy}\",\\n' +\n      '      \"received_events_url\": \"https://api.github.com/users/lml2468/received_events\",\\n' +\n      '      \"type\": \"User\",\\n' +\n      '      \"user_view_type\": \"public\",\\n' +\n      '      \"site_admin\": false\\n' +\n      '    },\\n' +\n      '    \"body\": \"## What\\\\nReplace event-based memory flush deduplication (`compactionCount`) with state-based deduplication (content hash) to prevent duplicate MEMORY.md writes when compaction aborts.\\\\n\\\\n## Why\\\\nFixes #30115 — Compaction abort triggers duplicate memory flushes in MEMORY.md.\\\\n\\\\nThe existing dedup uses `compactionCount` (an event counter) to decide whether to skip a flush. When compaction aborts and retries, the counter increments but the session context stays the same, causing the same content to be flushed repeatedly (4-7x duplicate entries reported).\\\\n\\\\nRoot cause: `compactionCount` conflates \\\\\"compaction cycle count\\\\\" with \\\\\"content has changed\\\\\" — these are independent concerns. Two different compaction cycles can see identical context (abort → retry scenario), so event-based dedup is fundamentally wrong for this use case.\\\\n\\\\n## How\\\\n- **State-based dedup**: compute a SHA-256 hash (truncated to 16 hex chars) of `messages.length + last 3 user/assistant message contents` before each flush. If the hash matches the stored `memoryFlushContextHash`, skip the flush.\\\\n- **Two-layer design**: `shouldRunMemoryFlush()` unchanged (token threshold gate), hash check added as second gate in `runMemoryFlushIfNeeded()`.\\\\n- **`willRetry` fix**: `onAgentEvent` now checks `!evt.data?.willRetry` before marking `memoryCompactionCompleted = true`, preventing retry-in-progress compaction from being incorrectly treated as completed.\\\\n- **Performance**: `r\n\n... [14783 characters truncated] ...\n\n        \"repos_url\": \"https://api.github.com/users/jalehman/repos\",\\n' +\n    '        \"events_url\": \"https://api.github.com/users/jalehman/events{/privacy}\",\\n' +\n    '        \"received_events_url\": \"https://api.github.com/users/jalehman/received_events\",\\n' +\n    '        \"type\": \"User\",\\n' +\n    '        \"user_view_type\": \"public\",\\n' +\n    '        \"site_admin\": false\\n' +\n    '      }\\n' +\n    '    ],\\n' +\n    '    \"requested_reviewers\": [\\n' +\n    '\\n' +\n    '    ],\\n' +\n    '    \"requested_teams\": [\\n' +\n    '\\n' +\n    '    ],\\n' +\n    '    \"labels\": [\\n' +\n    '      {\\n' +\n    '        \"id\": 10068150099,\\n' +\n    '        \"node_id\": \"LA_kwDOQb6kR88AAAACWBvHUw\",\\n' +\n    '        \"url\": \"https://api.github.com/repos/openclaw/openclaw/labels/cli\",\\n' +\n    '        \"name\": \"cli\",\\n' +\n    '        \"color\": \"0052cc\",\\n' +\n    '        \"default\": false,\\n' +\n    '        \"description\": \"CLI command changes\"\\n' +\n    '      },\\n' +\n    '      {\\n' +\n    '        \"id\": 10190106720,\\n' +\n    '        \"node_id\": \"LA_kwDOQb6kR88AAAACX2CwYA\",\\n' +\n    '        \"url\": \"https://api.github.com/repos/openclaw/openclaw/labels/size:%20M\",\\n' +\n    '        \"name\": \"size: M\",\\n' +\n    '        \"color\": \"b76e79\",\\n' +\n    '        \"default\": false,\\n' +\n    '        \"description\": null\\n' +\n    '      }\\n' +\n    '    ],\\n' +\n    '    \"milestone\": null,\\n' +\n    '    \"draft\": false,\\n' +\n    '    \"commits_url\": \"https://api.github.com/repos/openclaw/openclaw/pulls/34222/commits\",\\n' +\n    '    \"review_comments_url\": \"https://api.github.com/repos/openclaw/openclaw/pulls/34222/comments\",\\n' +\n    '    \"review_comment_url\": \"https://api.github.com/repos/openclaw/openclaw/pulls/comments{/number}\",\\n' +\n    '    \"comments_url\": \"https://api.github.com/repos/openclaw/openclaw/issues/34222/comments\",\\n' +\n    '    \"statuses_url\": \"https://api.github.com/repos/openclaw/openclaw/statuses/bce6f0bda03a203cd5c565d762334c8618197fc3\",\\n' +\n    '    \"head\": {\\n' +\n    '      \"label\": \"lml2468:fix/memory-flush-dedup\",\\n' +\n    '      \"ref\": \"fix/memory-flush-dedup\",\\n' +\n    '      \"sha\": \"bce6f0bda03a203cd5c565d762334c8618197fc3\",\\n' +\n    '      \"user\": {\\n' +\n    '        \"login\": \"lml2468\",\\n' +\n    '        \"id\": 39320777,\\n' +\n    '        \"node_id\": \"MDQ6VXNlcjM5MzIwNzc3\",\\n' +\n    '        \"avatar_url\": \"https://avatars.githubusercontent.com/u/39320777?v=4\",\\n' +\n    '        \"gravatar_id\": \"\",\\n' +\n    '        \"url\": \"https://api.github.com/users/lml2468\",\\n' +\n    '        \"html_url\": \"https://github.com/lml2468\",\\n' +\n    '        \"followers_url\": \"https://api.github.com/users/lml2468/followers\",\\n' +\n    '        \"following_url\": \"https://api.github.com/users/lml2468/following{/other_user}\",\\n' +\n    '        \"gists_url\": \"https://api.github.com/users/lml2468/gists{/gist_id}\",\\n' +\n    '        \"starred_url\": \"https://api.github.com/users/lml2468/starred{/owner}{/repo}\",\\n' +\n    '        \"subscriptions_url\": \"https://api.github.com/users/lml2468/subscriptions\",\\n' +\n    '        \"organizations_url\": \"https://api.github.com/users/lml2468/orgs\",\\n' +\n    '        \"repos_url\": \"https://api.github.com/users/lml2468/repos\",\\n' +\n    '        \"events_url\": \"https://api.github.com/users/lml2468/events{/privacy}\",\\n' +\n    '        \"received_events_url\": \"https://api.github.com/users/lml2468/received_events\",\\n' +\n    '        \"type\": \"User\",\\n' +\n    '        \"user_view_type\": \"public\",\\n' +\n    '        \"site_admin\": false\\n' +\n    '      },\\n' +\n    '      \"repo\": {\\n' +\n    '        \"id\": 1147144638,\\n' +\n    '        \"node_id\": \"R_kgDORGAJvg\",\\n' +\n    '        \"name\": \"openclaw\",\\n' +\n    '        \"full_name\": \"lml2468/openclaw\",\\n' +\n    '        \"private\": false,\\n' +\n    '        \"owner\": {\\n' +\n    '          \"login\": \"lml2468\",\\n' +\n    '          \"id\": 39320777,\\n' +\n    '          \"node_id\": \"MDQ6VXNlcjM5MzIwNzc3\",\\n' +\n    '          \"avatar_url\": \"https://avatars.githubusercontent.com/u/39320777?v=4\",\\n' +\n    '          \"gravatar_id\": \"\",\\n' +\n    '          \"url\": \"https://api.github.com/users/lml2468\",\\n' +\n    '          \"html_url\": \"https://github.com/lml2468\",\\n' +\n    '          \"followers_url\": \"https://api.github.com/users/lml2468/followers\",\\n' +\n    '          \"following_url\": \"https://api.github.com/users/lml2468/following{/other_user}\",\\n' +\n    '          \"gists_url\": \"https://api.github.com/users/lml2468/gists{/gist_id}\",\\n' +\n    '          \"starred_url\": \"https://api.github.com/users/lml2468/starred{/owner}{/repo}\",\\n' +\n    '          \"subscriptions_url\": \"https://api.github.com/users/lml2468/subscriptions\",\\n' +\n    '          \"organizations_url\": \"https://api.github.com/users/lml2468/orgs\",\\n' +\n    '          \"repos_url\": \"https://api.github.com/users/lml2468/repos\",\\n' +\n    '          \"events_url\": \"https://api.github.com/users/lml2468/events{/privacy}\",\\n' +\n    '          \"received_events_url\": \"https://api.github.com/users/lml'... 1103672 more characters,\n  stderr: ''\n}\n\nNode.js v24.13.1"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01GXjM5hvifuwYNDszSCLWMd","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The buffer is too small for per_page=50. Let me use a two-page approach or use the search API with per_page=30 but use two pages. Actually, the first run with per_page=30 already gave 9 merged PRs - maybe there's just 9 recently merged PRs in the set. Let me look at what the 30 returned - maybe some were closed but not merged.\n\nLooking at the first run result: it showed 9 PRs and said \"8/9\". Wait, the initial run said \"Fully green CI: 8 / 9\" not 10. So we got 30 closed PRs, only 9 were merged. \n\nI'll try fetching multiple pages with per_page=20 to stay within buffer limits while gathering enough merged PRs to find 10 with fully green CI.","signature":" "}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":3984,"cache_read_input_tokens":23778,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":3984},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"1723cee3-1e3c-4203-81d9-8b8fe41b75d3"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01GXjM5hvifuwYNDszSCLWMd","type":"message","role":"assistant","content":[{"type":"text","text":"Buffer overflow at per_page=50. Let me fetch two pages of 20 instead."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":3984,"cache_read_input_tokens":23778,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":3984},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"2b92d5cf-7970-41e8-987e-fe407db11564"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01GXjM5hvifuwYNDszSCLWMd","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01FfQwfaxiSSnwcfp9zRa3Zb","name":"Edit","input":{"replace_all":false,"file_path":"./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/audit_prs.ts","old_string":"// Fetch 10 most recently merged PRs using the gh-code library\nconst rawPrs = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=50\"\n);\n\nconst mergedPrs = rawPrs\n  .filter((pr: any) => pr.merged_at !== null)\n  .slice(0, 10);","new_string":"// Fetch enough closed PRs across two pages to find 10 merged ones\nconst page1 = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=20&page=1\"\n);\nconst page2 = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=20&page=2\"\n);\n\nconst mergedPrs = [...page1, ...page2]\n  .filter((pr: any) => pr.merged_at !== null)\n  .slice(0, 10);"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":3984,"cache_read_input_tokens":23778,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":3984},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"96797ae5-a165-4ec8-a32a-ce89547a1d71"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01FfQwfaxiSSnwcfp9zRa3Zb","type":"tool_result","content":"The file ./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/audit_prs.ts has been updated successfully."}]},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"83c8d438-2dfe-46bb-87ff-e19e248bedff","timestamp":"2026-03-21T19:07:47.875Z","tool_use_result":{"filePath":"./bench/results/mcp-with-code-mode/merged_pr_ci_audit/run4/workspace/audit_prs.ts","oldString":"// Fetch 10 most recently merged PRs using the gh-code library\nconst rawPrs = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=50\"\n);\n\nconst mergedPrs = rawPrs\n  .filter((pr: any) => pr.merged_at !== null)\n  .slice(0, 10);","newString":"// Fetch enough closed PRs across two pages to find 10 merged ones\nconst page1 = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=20&page=1\"\n);\nconst page2 = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=20&page=2\"\n);\n\nconst mergedPrs = [...page1, ...page2]\n  .filter((pr: any) => pr.merged_at !== null)\n  .slice(0, 10);","originalFile":"import { githubApi } from \"./gh-code/exec.js\";\nimport { listChecks } from \"./gh-code/prs.js\";\n\n// Fetch 10 most recently merged PRs using the gh-code library\nconst rawPrs = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=50\"\n);\n\nconst mergedPrs = rawPrs\n  .filter((pr: any) => pr.merged_at !== null)\n  .slice(0, 10);\n\nconst results = [];\nfor (const pr of mergedPrs) {\n  const checks = listChecks(\"openclaw/openclaw\", pr.number);\n  const nonSkipped = checks.filter((c) => c.conclusion !== \"skipped\");\n  const allPassed =\n    nonSkipped.length > 0 &&\n    nonSkipped.every((c) => c.conclusion === \"success\");\n  const failed = nonSkipped.filter(\n    (c) => c.conclusion !== \"success\" && c.conclusion !== \"\"\n  );\n  results.push({\n    number: pr.number,\n    title: pr.title,\n    author: pr.user?.login ?? \"\",\n    mergedAt: pr.merged_at,\n    allPassed,\n    failedChecks: failed.map((c) => `${c.name} (${c.conclusion})`),\n    totalChecks: checks.length,\n  });\n}\n\nfor (const r of results) {\n  const ciStatus = r.allPassed ? \"✓ all green\" : `✗ failed (${r.failedChecks.join(\", \") || \"pending/no checks\"})`;\n  console.log(`#${r.number} [${r.author}] ${r.title}`);\n  console.log(`  CI: ${ciStatus} — ${r.totalChecks} check(s)`);\n  console.log();\n}\n\nconst greenCount = results.filter((r) => r.allPassed).length;\nconsole.log(`Fully green CI: ${greenCount} / ${results.length}`);\n","structuredPatch":[{"oldStart":1,"oldLines":12,"newStart":1,"newLines":15,"lines":[" import { githubApi } from \"./gh-code/exec.js\";"," import { listChecks } from \"./gh-code/prs.js\";"," ","-// Fetch 10 most recently merged PRs using the gh-code library","-const rawPrs = githubApi<any[]>(","-  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=50\"","+// Fetch enough closed PRs across two pages to find 10 merged ones","+const page1 = githubApi<any[]>(","+  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=20&page=1\""," );","+const page2 = githubApi<any[]>(","+  \"/repos/openclaw/openclaw/pulls?state=closed&sort=updated&direction=desc&per_page=20&page=2\"","+);"," ","-const mergedPrs = rawPrs","+const mergedPrs = [...page1, ...page2]","   .filter((pr: any) => pr.merged_at !== null)","   .slice(0, 10);"," "]}],"userModified":false,"replaceAll":false}}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01VT6NbehyAJCECAiyXLSZ4C","type":"tool_result","content":"npm warn Unknown project config \"node-linker\". This will stop working in the next major version of npm.\n#34222 [lml2468] fix: use content hash for memory flush dedup instead of compactionCount (#30115)\n  CI: ✓ all green — 30 check(s)\n\n#37080 [Matthew19990919] fix(tts): add matrix to VOICE_BUBBLE_CHANNELS\n  CI: ✓ all green — 30 check(s)\n\n#51260 [huntharo] Fix Discord `/codex_resume` picker expiration\n  CI: ✓ all green — 30 check(s)\n\n#40126 [jarimustonen] feat(memory): pluggable system prompt section for memory plugins\n  CI: ✓ all green — 30 check(s)\n\n#51146 [GodsBoy] fix(install): auto-write NODE_EXTRA_CA_CERTS to .env on nvm Node.js installs (Linux)\n  CI: ✗ failed (check (failure)) — 30 check(s)\n\n#51753 [vincentkoc] refactor(doctor): extract provider and shared config helpers\n  CI: ✓ all green — 30 check(s)\n\n#51772 [scoootscooob] refactor(plugins): route Telegram runtime through plugin sdk\n  CI: ✓ all green — 30 check(s)\n\n#51770 [scoootscooob] refactor(plugins): route iMessage runtime through plugin sdk\n  CI: ✓ all green — 30 check(s)\n\n#51766 [scoootscooob] refactor(plugins): route Slack runtime through plugin sdk\n  CI: ✓ all green — 30 check(s)\n\n#27727 [Pandadadadazxf] fix: compaction safeguard summary budget\n  CI: ✓ all green — 30 check(s)\n\nFully green CI: 9 / 10","is_error":false}]},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"c1d96ae1-9a30-495a-ab31-c3f5384d550b","timestamp":"2026-03-21T19:08:11.014Z","tool_use_result":{"stdout":"npm warn Unknown project config \"node-linker\". This will stop working in the next major version of npm.\n#34222 [lml2468] fix: use content hash for memory flush dedup instead of compactionCount (#30115)\n  CI: ✓ all green — 30 check(s)\n\n#37080 [Matthew19990919] fix(tts): add matrix to VOICE_BUBBLE_CHANNELS\n  CI: ✓ all green — 30 check(s)\n\n#51260 [huntharo] Fix Discord `/codex_resume` picker expiration\n  CI: ✓ all green — 30 check(s)\n\n#40126 [jarimustonen] feat(memory): pluggable system prompt section for memory plugins\n  CI: ✓ all green — 30 check(s)\n\n#51146 [GodsBoy] fix(install): auto-write NODE_EXTRA_CA_CERTS to .env on nvm Node.js installs (Linux)\n  CI: ✗ failed (check (failure)) — 30 check(s)\n\n#51753 [vincentkoc] refactor(doctor): extract provider and shared config helpers\n  CI: ✓ all green — 30 check(s)\n\n#51772 [scoootscooob] refactor(plugins): route Telegram runtime through plugin sdk\n  CI: ✓ all green — 30 check(s)\n\n#51770 [scoootscooob] refactor(plugins): route iMessage runtime through plugin sdk\n  CI: ✓ all green — 30 check(s)\n\n#51766 [scoootscooob] refactor(plugins): route Slack runtime through plugin sdk\n  CI: ✓ all green — 30 check(s)\n\n#27727 [Pandadadadazxf] fix: compaction safeguard summary budget\n  CI: ✓ all green — 30 check(s)\n\nFully green CI: 9 / 10","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01YPM15K7PreBgRv3Uuqdgya","type":"message","role":"assistant","content":[{"type":"text","text":"Here are the 10 most recently merged PRs in `openclaw/openclaw`:\n\n| # | Title | Author | CI |\n|---|-------|--------|----|\n| #34222 | fix: use content hash for memory flush dedup instead of compactionCount | lml2468 | ✓ all green |\n| #37080 | fix(tts): add matrix to VOICE_BUBBLE_CHANNELS | Matthew19990919 | ✓ all green |\n| #51260 | Fix Discord `/codex_resume` picker expiration | huntharo | ✓ all green |\n| #40126 | feat(memory): pluggable system prompt section for memory plugins | jarimustonen | ✓ all green |\n| #51146 | fix(install): auto-write NODE_EXTRA_CA_CERTS to .env on nvm Node.js installs (Linux) | GodsBoy | ✗ failed |\n| #51753 | refactor(doctor): extract provider and shared config helpers | vincentkoc | ✓ all green |\n| #51772 | refactor(plugins): route Telegram runtime through plugin sdk | scoootscooob | ✓ all green |\n| #51770 | refactor(plugins): route iMessage runtime through plugin sdk | scoootscooob | ✓ all green |\n| #51766 | refactor(plugins): route Slack runtime through plugin sdk | scoootscooob | ✓ all green |\n| #27727 | fix: compaction safeguard summary budget | Pandadadadazxf | ✓ all green |\n\n**9 out of 10 had fully green CI.** The one exception was #51146 by GodsBoy, where the `check` step failed."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":596,"cache_read_input_tokens":28502,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":596},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","uuid":"d7028b64-bedf-4753-b7e9-bdd1066bd3ac"}
{"type":"result","subtype":"success","is_error":false,"duration_ms":116190,"duration_api_ms":77344,"num_turns":14,"result":"Here are the 10 most recently merged PRs in `openclaw/openclaw`:\n\n| # | Title | Author | CI |\n|---|-------|--------|----|\n| #34222 | fix: use content hash for memory flush dedup instead of compactionCount | lml2468 | ✓ all green |\n| #37080 | fix(tts): add matrix to VOICE_BUBBLE_CHANNELS | Matthew19990919 | ✓ all green |\n| #51260 | Fix Discord `/codex_resume` picker expiration | huntharo | ✓ all green |\n| #40126 | feat(memory): pluggable system prompt section for memory plugins | jarimustonen | ✓ all green |\n| #51146 | fix(install): auto-write NODE_EXTRA_CA_CERTS to .env on nvm Node.js installs (Linux) | GodsBoy | ✗ failed |\n| #51753 | refactor(doctor): extract provider and shared config helpers | vincentkoc | ✓ all green |\n| #51772 | refactor(plugins): route Telegram runtime through plugin sdk | scoootscooob | ✓ all green |\n| #51770 | refactor(plugins): route iMessage runtime through plugin sdk | scoootscooob | ✓ all green |\n| #51766 | refactor(plugins): route Slack runtime through plugin sdk | scoootscooob | ✓ all green |\n| #27727 | fix: compaction safeguard summary budget | Pandadadadazxf | ✓ all green |\n\n**9 out of 10 had fully green CI.** The one exception was #51146 by GodsBoy, where the `check` step failed.","stop_reason":"end_turn","session_id":"c528a767-9d9f-44f9-980b-2d02346caad4","total_cost_usd":0.22804769999999996,"usage":{"input_tokens":15,"cache_creation_input_tokens":20500,"cache_read_input_tokens":264759,"output_tokens":4780,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":20500,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"modelUsage":{"claude-sonnet-4-6":{"inputTokens":15,"outputTokens":4780,"cacheReadInputTokens":264759,"cacheCreationInputTokens":20500,"webSearchRequests":0,"costUSD":0.22804769999999996,"contextWindow":200000,"maxOutputTokens":32000}},"permission_denials":[],"fast_mode_state":"off","uuid":"c1ade562-bb6c-48b9-88d8-1266a4e281cc"}
