{"type":"system","subtype":"init","cwd":"./bench/results/mcp-with-code-mode/issue_then_comments/run2/workspace","session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","tools":["Task","TaskOutput","Bash","Glob","Grep","ExitPlanMode","Read","Edit","Write","NotebookEdit","WebFetch","TodoWrite","WebSearch","TaskStop","AskUserQuestion","Skill","EnterPlanMode","EnterWorktree","ExitWorktree","CronCreate","CronDelete","CronList","ToolSearch","mcp__chrome-devtools__click","mcp__chrome-devtools__close_page","mcp__chrome-devtools__drag","mcp__chrome-devtools__emulate","mcp__chrome-devtools__evaluate_script","mcp__chrome-devtools__fill","mcp__chrome-devtools__fill_form","mcp__chrome-devtools__get_console_message","mcp__chrome-devtools__get_network_request","mcp__chrome-devtools__handle_dialog","mcp__chrome-devtools__hover","mcp__chrome-devtools__lighthouse_audit","mcp__chrome-devtools__list_console_messages","mcp__chrome-devtools__list_network_requests","mcp__chrome-devtools__list_pages","mcp__chrome-devtools__navigate_page","mcp__chrome-devtools__new_page","mcp__chrome-devtools__performance_analyze_insight","mcp__chrome-devtools__performance_start_trace","mcp__chrome-devtools__performance_stop_trace","mcp__chrome-devtools__press_key","mcp__chrome-devtools__resize_page","mcp__chrome-devtools__select_page","mcp__chrome-devtools__take_memory_snapshot","mcp__chrome-devtools__take_screenshot","mcp__chrome-devtools__take_snapshot","mcp__chrome-devtools__type_text","mcp__chrome-devtools__upload_file","mcp__chrome-devtools__wait_for","LSP"],"mcp_servers":[{"name":"chrome-devtools","status":"connected"},{"name":"claude.ai Google Calendar","status":"needs-auth"},{"name":"claude.ai Gmail","status":"needs-auth"}],"model":"claude-sonnet-4-6","permissionMode":"bypassPermissions","slash_commands":["update-config","debug","simplify","batch","loop","claude-api","test-driven-development","app-installer","release-notify-issues","cli-demo-recorder","readme-generator","compact","context","cost","heapdump","init","pr-comments","release-notes","review","security-review","extra-usage","insights"],"apiKeySource":"none","claude_code_version":"2.1.77","output_style":"default","agents":["general-purpose","statusline-setup","Explore","Plan","claude-code-guide"],"skills":["update-config","debug","simplify","batch","loop","claude-api","test-driven-development","app-installer","release-notify-issues","cli-demo-recorder","readme-generator"],"plugins":[{"name":"rust-analyzer-lsp","path":"~/.claude/plugins/rust-analyzer-lsp/1.0.0"}],"uuid":"0d3fbbc6-347d-4c2e-b223-0feb3f37bafb","fast_mode_state":"off"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_016kKJLFJkGn1gV81mShxfzG","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Let me write a TypeScript script to find the most recent open issue with the \"bug\" label and view its comments.","signature":"EpcCCkYICxgCKkBtn/vGqPXz78Hyjs+2dmYAtjUxhuxtg+S5tU45Z07c/W/Dsz6MB9h2N9obUUVAduVV57jqxa5vNGfqLhsVO6GkEgwgxGfx28YYA4BdJm8aDJNX4tb+FGwM95NE8CIwf+939OwN006CqvmNTaLcfVZ2BrEiOVHcw5rXKnNAgZqw6FiDmpucsTtCs/UKwEwPKn9kOuQUK7oM66HWzK9swUhx3ffaqho/QyuqDC9c6q43Z/V4zaLtFidkTHFTT31T3sfGFG+7uk6K33W3rNcCYZY4vqyJCGiQ8vY3y2lzW2yUdjb8aWmom/qUG+UB07IPNcuwl7yAvPw6GYKB1Lxb9IbZe8lrTNs7VyqcevytlSnAGAE="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":0,"cache_read_input_tokens":16189,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"1e037f4f-3698-43d8-9f0b-fb72bfa31d22"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_016kKJLFJkGn1gV81mShxfzG","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01LtVLgwQbcUCtRcpUpejb8B","name":"Write","input":{"file_path":"./bench/results/mcp-with-code-mode/issue_then_comments/run2/workspace/find_bug_issue.ts","content":"import { listIssues, listComments } from \"./gh-code/issues\";\n\nconst issues = listIssues(\"openclaw/openclaw\", { state: \"open\", label: \"bug\", limit: 1 });\n\nif (issues.length === 0) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst issue = issues[0];\nconsole.log(`Most recent open bug issue: #${issue.number} - ${issue.title}`);\n\nconst comments = listComments(\"openclaw/openclaw\", issue.number);\n\nif (comments.length === 0) {\n  console.log(\"No comments on this issue.\");\n} else {\n  const lastComment = comments[comments.length - 1];\n  console.log(`Last commenter: ${lastComment.author}`);\n  console.log(`Comment date: ${lastComment.createdAt}`);\n  console.log(`Comment body: ${lastComment.body}`);\n}\n"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":0,"cache_read_input_tokens":16189,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"7ecd6986-bd1d-45ef-a796-2f258dc7765d"}
{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"<tool_use_error>File has not been read yet. Read it first before writing to it.</tool_use_error>","is_error":true,"tool_use_id":"toolu_01LtVLgwQbcUCtRcpUpejb8B"}]},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"f41a845f-a1a1-46c4-9fc1-2c0aaa56ef95","timestamp":"2026-03-21T18:36:37.904Z","tool_use_result":"Error: File has not been read yet. Read it first before writing to it."}
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{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01KEBPqxprjZJAwLHkypmYUh","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014o6aYKHe1ijMABozdN4JBJ","name":"Bash","input":{"command":"ls ./bench/results/mcp-with-code-mode/issue_then_comments/run2/workspace/","description":"List workspace files"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":438,"cache_read_input_tokens":16189,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":438},"output_tokens":26,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"204799e9-36ec-4ac9-8237-5489c7e53278"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014o6aYKHe1ijMABozdN4JBJ","type":"tool_result","content":"AGENTS.md\nappcast.xml\napps\nassets\nCHANGELOG.md\nCLAUDE.md\nCONTRIBUTING.md\ndocker-compose.yml\ndocker-setup.sh\nDockerfile\nDockerfile.sandbox\nDockerfile.sandbox-browser\nDockerfile.sandbox-common\ndocs\ndocs.acp.md\nextensions\nfind_bug_issue.ts\nfly.private.toml\nfly.toml\ngh-code\ngit-hooks\nknip.config.ts\nLICENSE\nopenclaw.mjs\nopenclaw.podman.env\npackage.json\npackages\npatches\npnpm-lock.yaml\npnpm-workspace.yaml\npyproject.toml\nREADME.md\nrender.yaml\nscripts\nSECURITY.md\nsetup-podman.sh\nskills\nsrc\nSwabble\ntest\ntest-fixtures\ntsconfig.json\ntsconfig.plugin-sdk.dts.json\ntsdown.config.ts\nui\nvendor\nVISION.md\nvitest.channel-paths.mjs\nvitest.channels.config.ts\nvitest.config.ts\nvitest.e2e.config.ts\nvitest.extensions.config.ts\nvitest.gateway.config.ts\nvitest.live.config.ts\nvitest.scoped-config.ts\nvitest.unit-paths.mjs\nvitest.unit.config.ts\nzizmor.yml","is_error":false}]},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"6c279ae9-44e4-4e37-a9b5-ada58ed0cdc3","timestamp":"2026-03-21T18:36:41.525Z","tool_use_result":{"stdout":"AGENTS.md\nappcast.xml\napps\nassets\nCHANGELOG.md\nCLAUDE.md\nCONTRIBUTING.md\ndocker-compose.yml\ndocker-setup.sh\nDockerfile\nDockerfile.sandbox\nDockerfile.sandbox-browser\nDockerfile.sandbox-common\ndocs\ndocs.acp.md\nextensions\nfind_bug_issue.ts\nfly.private.toml\nfly.toml\ngh-code\ngit-hooks\nknip.config.ts\nLICENSE\nopenclaw.mjs\nopenclaw.podman.env\npackage.json\npackages\npatches\npnpm-lock.yaml\npnpm-workspace.yaml\npyproject.toml\nREADME.md\nrender.yaml\nscripts\nSECURITY.md\nsetup-podman.sh\nskills\nsrc\nSwabble\ntest\ntest-fixtures\ntsconfig.json\ntsconfig.plugin-sdk.dts.json\ntsdown.config.ts\nui\nvendor\nVISION.md\nvitest.channel-paths.mjs\nvitest.channels.config.ts\nvitest.config.ts\nvitest.e2e.config.ts\nvitest.extensions.config.ts\nvitest.gateway.config.ts\nvitest.live.config.ts\nvitest.scoped-config.ts\nvitest.unit-paths.mjs\nvitest.unit.config.ts\nzizmor.yml","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_013XafBH3upPcWAUfibYPH5P","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01N5psyK7KzHZ7nYGdnBoNqQ","name":"Read","input":{"file_path":"./bench/results/mcp-with-code-mode/issue_then_comments/run2/workspace/find_bug_issue.ts"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":446,"cache_read_input_tokens":16627,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":446},"output_tokens":24,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"2adfa983-8334-44b7-9582-d27c2f238527"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01N5psyK7KzHZ7nYGdnBoNqQ","type":"tool_result","content":"     1→import { githubApi } from \"./gh-code/exec.js\";\n     2→import { listComments } from \"./gh-code/issues.js\";\n     3→\n     4→// Fetch open issues with \"bug\" label, sorted by created desc\n     5→const issues = githubApi<any[]>(\n     6→  \"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=5\"\n     7→);\n     8→\n     9→if (!issues.length) {\n    10→  console.log(\"No open issues with label 'bug' found.\");\n    11→  process.exit(0);\n    12→}\n    13→\n    14→const issue = issues[0];\n    15→console.log(`Most recent open bug issue: #${issue.number} - ${issue.title}`);\n    16→console.log(`Created at: ${issue.created_at}`);\n    17→console.log(`Author: ${issue.user.login}`);\n    18→\n    19→const comments = listComments(\"openclaw/openclaw\", issue.number);\n    20→if (!comments.length) {\n    21→  console.log(\"\\nNo comments on this issue.\");\n    22→} else {\n    23→  const last = comments[comments.length - 1];\n    24→  console.log(`\\nTotal comments: ${comments.length}`);\n    25→  console.log(`Last commenter: ${last.author}`);\n    26→  console.log(`Last comment at: ${last.createdAt}`);\n    27→  console.log(`Last comment preview: ${last.body.slice(0, 300)}`);\n    28→}\n    29→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n</system-reminder>\n"}]},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"f6b49838-8b2a-44bc-8db7-b33d2b7c5f14","timestamp":"2026-03-21T18:36:43.585Z","tool_use_result":{"type":"text","file":{"filePath":"./bench/results/mcp-with-code-mode/issue_then_comments/run2/workspace/find_bug_issue.ts","content":"import { githubApi } from \"./gh-code/exec.js\";\nimport { listComments } from \"./gh-code/issues.js\";\n\n// Fetch open issues with \"bug\" label, sorted by created desc\nconst issues = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=5\"\n);\n\nif (!issues.length) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst issue = issues[0];\nconsole.log(`Most recent open bug issue: #${issue.number} - ${issue.title}`);\nconsole.log(`Created at: ${issue.created_at}`);\nconsole.log(`Author: ${issue.user.login}`);\n\nconst comments = listComments(\"openclaw/openclaw\", issue.number);\nif (!comments.length) {\n  console.log(\"\\nNo comments on this issue.\");\n} else {\n  const last = comments[comments.length - 1];\n  console.log(`\\nTotal comments: ${comments.length}`);\n  console.log(`Last commenter: ${last.author}`);\n  console.log(`Last comment at: ${last.createdAt}`);\n  console.log(`Last comment preview: ${last.body.slice(0, 300)}`);\n}\n","numLines":29,"startLine":1,"totalLines":29}}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01C25oWzkjfcuPyQnwgyS4us","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"There's already a find_bug_issue.ts file. Let me check the gh-code library to understand what's available, then run the existing script.","signature":"ErECCkYICxgCKkA89efGiYDFdsKKU03tfIL2nFu29g4CTrg9N2O/naMhVfiO/0UhSVrmNqgi5OgMV3pypedEQZNB3MVeF+0Ac7nAEgz9w6+oMqVv+ybBpmwaDHLzdkFYfl63dyBNviIwK4zWcnzoBQSw4n5qvlgeRm6KEiS5ZicKE4vTRZ/C6NIJCNjwo5W45iA2Kw0fHL4kKpgBB0XI49mhvUfPYEJjy0JS2KHv6n19Uxzftg9o+ge0dk10RQzejaOFrlBjGlnjtTfkenu7pmQLH39sA80e2qQeYAqMWr1brUaUbtrNyCsmoKKQQrX/zUShBWS0ivZkaadbpANHQZ9Br3LvSHDeeyBljSHJxNU8aiFOkQFZzGHKRHyVSW3XV3X8W5IgGqX35+UW3/NWsj8aFGsYAQ=="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1058,"cache_read_input_tokens":16627,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1058},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"2e00f241-3a9c-4c29-a6e5-4956a0ee503a"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01C25oWzkjfcuPyQnwgyS4us","type":"message","role":"assistant","content":[{"type":"text","text":"The file already exists. Let me check the gh-code library structure and run the script."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1058,"cache_read_input_tokens":16627,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1058},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"dfd03299-5d47-4280-a585-797e670c3af5"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01C25oWzkjfcuPyQnwgyS4us","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01HSQsnfoaxejMwMigE4n3rp","name":"Bash","input":{"command":"ls ./bench/results/mcp-with-code-mode/issue_then_comments/run2/workspace/gh-code/","description":"List gh-code modules"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1058,"cache_read_input_tokens":16627,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1058},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"8fc8b03c-619e-4848-8476-c5ac44228755"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01HSQsnfoaxejMwMigE4n3rp","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":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"f90618b6-924d-47ef-8cc6-0e666c973668","timestamp":"2026-03-21T18:36:47.120Z","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}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01W36U4TEH8DWPe4GUNVeouB","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01XbRp8FF319JLJRtN1iTrab","name":"Read","input":{"file_path":"./bench/results/mcp-with-code-mode/issue_then_comments/run2/workspace/gh-code/issues.ts"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":233,"cache_read_input_tokens":17685,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":233},"output_tokens":24,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"ca7a4005-7c39-4ba2-88b7-2eb5952743f8"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01XbRp8FF319JLJRtN1iTrab","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":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"91886470-0ee2-423a-aad6-bf6b3b4f9a3c","timestamp":"2026-03-21T18:36:49.064Z","tool_use_result":{"type":"text","file":{"filePath":"./bench/results/mcp-with-code-mode/issue_then_comments/run2/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_01JQLC9V5fLTMwCii54Mb65Y","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The existing `find_bug_issue.ts` uses `githubApi` directly to list issues. But the `listIssues` function in `issues.ts` doesn't support the `label` option. The existing script uses `githubApi` to fetch issues with the bug label.\n\nLet me update the script to use the library properly. The existing script uses `githubApi` for the issue listing (since `listIssues` doesn't support label filtering), and `listComments` for the comments. Let me update the script to use the correct imports (without `.js` extension since we're using tsx).","signature":" "}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1029,"cache_read_input_tokens":17918,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1029},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"29aae586-5eb2-4764-af4c-e1a5d9106407"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01JQLC9V5fLTMwCii54Mb65Y","type":"message","role":"assistant","content":[{"type":"text","text":"The existing script uses `githubApi` to filter by label (since `listIssues` doesn't support it). Let me update the imports to use `.ts` extensions for tsx and run it."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1029,"cache_read_input_tokens":17918,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1029},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"848a404e-e455-4fcf-9287-c3e967585a8b"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01JQLC9V5fLTMwCii54Mb65Y","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01PnHfu4wzZFdHvg4KTCQRj6","name":"Read","input":{"file_path":"./bench/results/mcp-with-code-mode/issue_then_comments/run2/workspace/gh-code/exec.ts"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1029,"cache_read_input_tokens":17918,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1029},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"70bebc8e-f6a6-4615-871d-1151f003b82e"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PnHfu4wzZFdHvg4KTCQRj6","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":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"ca7ba042-30b2-451f-9806-554386f0456b","timestamp":"2026-03-21T18:36:54.823Z","tool_use_result":{"type":"text","file":{"filePath":"./bench/results/mcp-with-code-mode/issue_then_comments/run2/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_01JEvMgHyyfw4n6JAKxgdV9u","type":"message","role":"assistant","content":[{"type":"text","text":"The existing script looks correct. Let me update it to fix the import paths (`.js` → `.ts` for tsx) and run it."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1059,"cache_read_input_tokens":18947,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1059},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"70149aac-cfe3-4cc0-a96d-20d428e6ff96"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01JEvMgHyyfw4n6JAKxgdV9u","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01KKAGJSU9NhiSXEKjkmLd8n","name":"Edit","input":{"replace_all":false,"file_path":"./bench/results/mcp-with-code-mode/issue_then_comments/run2/workspace/find_bug_issue.ts","old_string":"import { githubApi } from \"./gh-code/exec.js\";\nimport { listComments } from \"./gh-code/issues.js\";","new_string":"import { githubApi } from \"./gh-code/exec\";\nimport { listComments } from \"./gh-code/issues\";"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1059,"cache_read_input_tokens":18947,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1059},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"e39b6079-4e16-4f22-afa8-159b9679c592"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01KKAGJSU9NhiSXEKjkmLd8n","type":"tool_result","content":"The file ./bench/results/mcp-with-code-mode/issue_then_comments/run2/workspace/find_bug_issue.ts has been updated successfully."}]},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"f6c4f2b1-8e14-4664-b0f7-10205ef95d46","timestamp":"2026-03-21T18:37:01.067Z","tool_use_result":{"filePath":"./bench/results/mcp-with-code-mode/issue_then_comments/run2/workspace/find_bug_issue.ts","oldString":"import { githubApi } from \"./gh-code/exec.js\";\nimport { listComments } from \"./gh-code/issues.js\";","newString":"import { githubApi } from \"./gh-code/exec\";\nimport { listComments } from \"./gh-code/issues\";","originalFile":"import { githubApi } from \"./gh-code/exec.js\";\nimport { listComments } from \"./gh-code/issues.js\";\n\n// Fetch open issues with \"bug\" label, sorted by created desc\nconst issues = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=5\"\n);\n\nif (!issues.length) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst issue = issues[0];\nconsole.log(`Most recent open bug issue: #${issue.number} - ${issue.title}`);\nconsole.log(`Created at: ${issue.created_at}`);\nconsole.log(`Author: ${issue.user.login}`);\n\nconst comments = listComments(\"openclaw/openclaw\", issue.number);\nif (!comments.length) {\n  console.log(\"\\nNo comments on this issue.\");\n} else {\n  const last = comments[comments.length - 1];\n  console.log(`\\nTotal comments: ${comments.length}`);\n  console.log(`Last commenter: ${last.author}`);\n  console.log(`Last comment at: ${last.createdAt}`);\n  console.log(`Last comment preview: ${last.body.slice(0, 300)}`);\n}\n","structuredPatch":[{"oldStart":1,"oldLines":5,"newStart":1,"newLines":5,"lines":["-import { githubApi } from \"./gh-code/exec.js\";","-import { listComments } from \"./gh-code/issues.js\";","+import { githubApi } from \"./gh-code/exec\";","+import { listComments } from \"./gh-code/issues\";"," "," // Fetch open issues with \"bug\" label, sorted by created desc"," const issues = githubApi<any[]>("]}],"userModified":false,"replaceAll":false}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01DPqFFgTJPxtSRcrAGLDQ57","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01L7siEA8cvfs4VxGDQseWqA","name":"Bash","input":{"command":"npx tsx find_bug_issue.ts","description":"Run the bug issue finder script","timeout":60000},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":416,"cache_read_input_tokens":20006,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":416},"output_tokens":26,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"34a671f8-6c63-450e-ae81-5968399a9a08"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01L7siEA8cvfs4VxGDQseWqA","type":"tool_result","content":"npm warn Unknown project config \"node-linker\". This will stop working in the next major version of npm.\nMost recent open bug issue: #51810 - [Bug]: Doctor/update fails when Telegram bot token uses file-based SecretRef (2026.3 regression)\nCreated at: 2026-03-21T18:32:21Z\nAuthor: Manet147-cl\n\nNo comments on this issue.","is_error":false}]},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"e4750fea-8c39-4f21-9c6a-88ffca4483fa","timestamp":"2026-03-21T18:37:09.396Z","tool_use_result":{"stdout":"npm warn Unknown project config \"node-linker\". This will stop working in the next major version of npm.\nMost recent open bug issue: #51810 - [Bug]: Doctor/update fails when Telegram bot token uses file-based SecretRef (2026.3 regression)\nCreated at: 2026-03-21T18:32:21Z\nAuthor: Manet147-cl\n\nNo comments on this issue.","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01Xa7LLYpQskscBKoQ8D3RKQ","type":"message","role":"assistant","content":[{"type":"text","text":"Here's the result:\n\n**Most recent open bug issue:** [#51810] `[Bug]: Doctor/update fails when Telegram bot token uses file-based SecretRef (2026.3 regression)`\n- **Created:** 2026-03-21 by `Manet147-cl`\n- **Comments:** None — this issue has no comments yet, so there is no last commenter."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":208,"cache_read_input_tokens":20422,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":208},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","uuid":"1455bc69-39c4-4f7f-81d6-637f14213d80"}
{"type":"result","subtype":"success","is_error":false,"duration_ms":42348,"duration_api_ms":39543,"num_turns":9,"result":"Here's the result:\n\n**Most recent open bug issue:** [#51810] `[Bug]: Doctor/update fails when Telegram bot token uses file-based SecretRef (2026.3 regression)`\n- **Created:** 2026-03-21 by `Manet147-cl`\n- **Comments:** None — this issue has no comments yet, so there is no last commenter.","stop_reason":"end_turn","session_id":"0909f706-6a73-49f0-8590-61dbc13ada9d","total_cost_usd":0.09112724999999999,"usage":{"input_tokens":11,"cache_creation_input_tokens":4887,"cache_read_input_tokens":160610,"output_tokens":1639,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":4887,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"modelUsage":{"claude-sonnet-4-6":{"inputTokens":11,"outputTokens":1639,"cacheReadInputTokens":160610,"cacheCreationInputTokens":4887,"webSearchRequests":0,"costUSD":0.09112724999999999,"contextWindow":200000,"maxOutputTokens":32000}},"permission_denials":[],"fast_mode_state":"off","uuid":"5a614cfd-d90e-4804-acb8-36057718c24f"}
