{"type":"system","subtype":"init","cwd":"./bench/results/mcp-with-code-mode/issue_then_comments/run3/workspace","session_id":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","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":"f20c8982-f69d-4961-85bf-182e4f42f4ba","fast_mode_state":"off"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01Uf5Mz6EmVt9jDGNsYd9oRZ","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 then view its comments.","signature":"Ep0CCkYICxgCKkCVy0cul39ggoOq9jwxCz8gt17jiiArsb2CZgLGDO9PpfgPTXrF6jt1hw13+JQcxUPBQG46soWuJPn19b+WJ2qvEgxwtob4Vb9NUX5n/wcaDM8JKkpnHleVQXgv0SIwl3suAPoqSmp0vlEVhsjxsHt8p7CZftyUa0zf9dMuuAqPsgFAnzDXpV/GHfnYDsqHKoQBPWFCA0DHqfA2y4O67/bCwXGdR7x/v1MCRirj7ucNW0qqFQkpzKs3hXwf+gCWDBYsGHA/uVt3wjCSryzNBJZWOk1e4YoG9q96aEf1caikv1WFrwL7u7G+z7RABaIEJnFWQmLvjVOo/EzBG1lJQqpN/V6MVBAm1Ugy2FznIUsitbF9i22mGAE="}],"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":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"e55103bb-1e15-4c0e-a5cf-6afaf6342ef5"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01Uf5Mz6EmVt9jDGNsYd9oRZ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014EAz2GXC1SREFUDE3SPuCC","name":"Write","input":{"file_path":"./bench/results/mcp-with-code-mode/issue_then_comments/run3/workspace/find_bug_issue.ts","content":"import { listIssues, listComments } from \"./gh-code/issues\";\n\nconst issues = listIssues(\"openclaw/openclaw\", { state: \"open\", label: \"bug\", limit: 5 });\nconsole.log(\"Issues found:\", issues.length);\n\nif (issues.length === 0) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\n// Sort by created_at descending to get the most recent\nconst sorted = issues.sort((a: any, b: any) => new Date(b.created_at).getTime() - new Date(a.created_at).getTime());\nconst mostRecent = sorted[0];\nconsole.log(`\\nMost recent bug issue: #${mostRecent.number} - ${mostRecent.title}`);\nconsole.log(`Created: ${mostRecent.created_at}`);\n\nconst comments = listComments(\"openclaw/openclaw\", mostRecent.number);\nconsole.log(`\\nComments count: ${comments.length}`);\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(`\\nLast commenter: ${lastComment.user.login}`);\n  console.log(`Comment date: ${lastComment.created_at}`);\n  console.log(`Comment body: ${lastComment.body.slice(0, 200)}`);\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":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"ee6a22f3-df49-4f95-b5c4-6012c0295775"}
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{"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_014EAz2GXC1SREFUDE3SPuCC"}]},"parent_tool_use_id":null,"session_id":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"3458f708-9ade-4c17-9ecb-7d09eb9f05cf","timestamp":"2026-03-21T18:37:25.391Z","tool_use_result":"Error: File has not been read yet. Read it first before writing to it."}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_012hs1YaBzUa6jLXBKYhT8aM","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015cHxjWianPAzPLVJakqqAT","name":"Bash","input":{"command":"cat find_bug_issue.ts 2>/dev/null || echo \"FILE_NOT_FOUND\"","description":"Check if file exists"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":564,"cache_read_input_tokens":16189,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":564},"output_tokens":26,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"eef343ea-e0c7-459e-9cb0-8aedc84befab"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015cHxjWianPAzPLVJakqqAT","type":"tool_result","content":"import { githubApi } from \"./gh-code/exec.js\";\nimport { listComments } from \"./gh-code/issues.js\";\n\nconst issues = githubApi<any[]>(\"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=1\");\n\nif (!issues.length) {\n  console.log(\"No open issues with 'bug' label found.\");\n  process.exit(0);\n}\n\nconst issue = issues[0];\nconsole.log(`Most recent open bug issue: #${issue.number} — \"${issue.title}\" (created ${issue.created_at})`);\n\nconst comments = listComments(\"openclaw/openclaw\", issue.number);\n\nif (!comments.length) {\n  console.log(\"No comments on this issue.\");\n} else {\n  const last = comments[comments.length - 1];\n  console.log(`\\nLast commenter: ${last.author}`);\n  console.log(`Commented at: ${last.createdAt}`);\n  console.log(`Comment preview: ${last.body.slice(0, 200)}`);\n}","is_error":false}]},"parent_tool_use_id":null,"session_id":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"d2ab6fe4-484f-4316-afdf-8ddd77155ef7","timestamp":"2026-03-21T18:37:28.492Z","tool_use_result":{"stdout":"import { githubApi } from \"./gh-code/exec.js\";\nimport { listComments } from \"./gh-code/issues.js\";\n\nconst issues = githubApi<any[]>(\"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=1\");\n\nif (!issues.length) {\n  console.log(\"No open issues with 'bug' label found.\");\n  process.exit(0);\n}\n\nconst issue = issues[0];\nconsole.log(`Most recent open bug issue: #${issue.number} — \"${issue.title}\" (created ${issue.created_at})`);\n\nconst comments = listComments(\"openclaw/openclaw\", issue.number);\n\nif (!comments.length) {\n  console.log(\"No comments on this issue.\");\n} else {\n  const last = comments[comments.length - 1];\n  console.log(`\\nLast commenter: ${last.author}`);\n  console.log(`Commented at: ${last.createdAt}`);\n  console.log(`Comment preview: ${last.body.slice(0, 200)}`);\n}","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01ACAhqwhXFmmZERaBnA3yrK","type":"message","role":"assistant","content":[{"type":"text","text":"The file already exists with a prior attempt. Let me overwrite it with the correct approach using the library's typed functions."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":378,"cache_read_input_tokens":16753,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":378},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"d7dfd426-0a28-416b-b38a-1e7146d6b328"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01ACAhqwhXFmmZERaBnA3yrK","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014PDgd1Qun6sRp7PgcTKSjs","name":"Bash","input":{"command":"ls ./bench/results/mcp-with-code-mode/issue_then_comments/run3/workspace/gh-code/","description":"List gh-code library files"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":378,"cache_read_input_tokens":16753,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":378},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"48c3b049-0c3a-4c91-812a-47d156b13718"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014PDgd1Qun6sRp7PgcTKSjs","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":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"ebd0c7b2-6fcc-4148-8e03-de5b5e05b199","timestamp":"2026-03-21T18:37:34.260Z","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_01MHJ9jufXRHvLTHTs8yEFa2","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01VSpVMwsoWJAWMVEokzegFk","name":"Read","input":{"file_path":"./bench/results/mcp-with-code-mode/issue_then_comments/run3/workspace/gh-code/issues.ts"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":192,"cache_read_input_tokens":17131,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":192},"output_tokens":25,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"83634a0b-13d3-4c7e-8479-d883aeef8c68"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01VSpVMwsoWJAWMVEokzegFk","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":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"74416232-c410-476c-b54a-d4a2cbeb1d4a","timestamp":"2026-03-21T18:37:37.183Z","tool_use_result":{"type":"text","file":{"filePath":"./bench/results/mcp-with-code-mode/issue_then_comments/run3/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_016tPXBXQ5WjrFQZ1hmpV53r","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The `listIssues` function doesn't support filtering by label. I need to use the `githubApi` directly or use `viewIssue`. Let me check the exec.ts to understand what's available.","signature":"EtoCCkYICxgCKkDIB1lTswvbokM/0TiootPXk06nlmsElFFHdPOiG59HzjXdABvTkfBNpZ83gNJDKjf0PGpI++kXnzCj/pysoHrBEgxp6CBSba3pfzbD4u4aDKKghfjkQDIiRRHi3yIwgfy4tthArh6KsICoTTtlSmwr7qxvBhLGBVTq2q/m9jRsjpx0f7JT0Sdc2Qpnw8vNKsEB9Bjj8G5qeiU9qsbnkqPTpaPkFBw75hC+3XvEwygtGZv5kRZTVU2o+dp1Rw38gawTZ55cOAaO7oaMGmBR5pz4i+QitUrzjHHzvr30X+5ciLS4XBFqmfcxf+yGFR0qVg1CObwao+6PDsaOSl/x85G3br3qmRnCoKAKSxJTrHEgzO5VRnvnHE1WZoyVmP3tjg7YHQ3RQeBPFBK05tPIX53GkQ3BcsHUj8fi86J/DUjCxVVmbe7YIdZ9SO/BJcn8o25dExgB"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1029,"cache_read_input_tokens":17323,"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":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"03522d24-0e1a-4039-b882-037bc02866e2"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_016tPXBXQ5WjrFQZ1hmpV53r","type":"message","role":"assistant","content":[{"type":"text","text":"The `listIssues` function doesn't support label filtering. I'll use `githubApi` directly for that part, then `listComments` for the comments."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1029,"cache_read_input_tokens":17323,"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":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"70e67e60-f1ce-4251-86c2-d5971c0457d8"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_016tPXBXQ5WjrFQZ1hmpV53r","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01FPLzuxSUCkhTPt2DZDz1zA","name":"Edit","input":{"replace_all":false,"file_path":"./bench/results/mcp-with-code-mode/issue_then_comments/run3/workspace/find_bug_issue.ts","old_string":"import { githubApi } from \"./gh-code/exec.js\";\nimport { listComments } from \"./gh-code/issues.js\";\n\nconst issues = githubApi<any[]>(\"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=1\");\n\nif (!issues.length) {\n  console.log(\"No open issues with 'bug' label found.\");\n  process.exit(0);\n}\n\nconst issue = issues[0];\nconsole.log(`Most recent open bug issue: #${issue.number} — \"${issue.title}\" (created ${issue.created_at})`);\n\nconst comments = listComments(\"openclaw/openclaw\", issue.number);\n\nif (!comments.length) {\n  console.log(\"No comments on this issue.\");\n} else {\n  const last = comments[comments.length - 1];\n  console.log(`\\nLast commenter: ${last.author}`);\n  console.log(`Commented at: ${last.createdAt}`);\n  console.log(`Comment preview: ${last.body.slice(0, 200)}`);\n}","new_string":"import { githubApi } from \"./gh-code/exec.js\";\nimport { listComments } from \"./gh-code/issues.js\";\n\nconst issues = githubApi<any[]>(\"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=5\");\n\nif (!issues.length) {\n  console.log(\"No open issues with 'bug' label found.\");\n  process.exit(0);\n}\n\nconst issue = issues[0];\nconsole.log(`Most recent open bug issue: #${issue.number} — \"${issue.title}\" (created ${issue.created_at})`);\n\nconst comments = listComments(\"openclaw/openclaw\", issue.number);\n\nif (!comments.length) {\n  console.log(\"No comments on this issue.\");\n} else {\n  const last = comments[comments.length - 1];\n  console.log(`\\nLast commenter: ${last.author}`);\n  console.log(`Commented at: ${last.createdAt}`);\n  console.log(`Comment preview: ${last.body.slice(0, 200)}`);\n}"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1029,"cache_read_input_tokens":17323,"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":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"f2f04caf-9928-4947-8615-01fad84d1dda"}
{"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_01FPLzuxSUCkhTPt2DZDz1zA"}]},"parent_tool_use_id":null,"session_id":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"5efb5c74-bade-4e78-9d2a-de450c007fe1","timestamp":"2026-03-21T18:37:44.961Z","tool_use_result":"Error: File has not been read yet. Read it first before writing to it."}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_0124C11oEz6D2EvrjnfBwXGQ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_017MuHZds6fMEt6TnE1VV51b","name":"Read","input":{"file_path":"./bench/results/mcp-with-code-mode/issue_then_comments/run3/workspace/find_bug_issue.ts"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":842,"cache_read_input_tokens":18352,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":842},"output_tokens":24,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"37b4d696-8826-465b-942e-faedbcd35c3a"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_017MuHZds6fMEt6TnE1VV51b","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→const issues = githubApi<any[]>(\"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=1\");\n     5→\n     6→if (!issues.length) {\n     7→  console.log(\"No open issues with 'bug' label found.\");\n     8→  process.exit(0);\n     9→}\n    10→\n    11→const issue = issues[0];\n    12→console.log(`Most recent open bug issue: #${issue.number} — \"${issue.title}\" (created ${issue.created_at})`);\n    13→\n    14→const comments = listComments(\"openclaw/openclaw\", issue.number);\n    15→\n    16→if (!comments.length) {\n    17→  console.log(\"No comments on this issue.\");\n    18→} else {\n    19→  const last = comments[comments.length - 1];\n    20→  console.log(`\\nLast commenter: ${last.author}`);\n    21→  console.log(`Commented at: ${last.createdAt}`);\n    22→  console.log(`Comment preview: ${last.body.slice(0, 200)}`);\n    23→}\n    24→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n</system-reminder>\n"}]},"parent_tool_use_id":null,"session_id":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"123143c5-3a78-4304-8062-b485441063d9","timestamp":"2026-03-21T18:37:47.079Z","tool_use_result":{"type":"text","file":{"filePath":"./bench/results/mcp-with-code-mode/issue_then_comments/run3/workspace/find_bug_issue.ts","content":"import { githubApi } from \"./gh-code/exec.js\";\nimport { listComments } from \"./gh-code/issues.js\";\n\nconst issues = githubApi<any[]>(\"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=1\");\n\nif (!issues.length) {\n  console.log(\"No open issues with 'bug' label found.\");\n  process.exit(0);\n}\n\nconst issue = issues[0];\nconsole.log(`Most recent open bug issue: #${issue.number} — \"${issue.title}\" (created ${issue.created_at})`);\n\nconst comments = listComments(\"openclaw/openclaw\", issue.number);\n\nif (!comments.length) {\n  console.log(\"No comments on this issue.\");\n} else {\n  const last = comments[comments.length - 1];\n  console.log(`\\nLast commenter: ${last.author}`);\n  console.log(`Commented at: ${last.createdAt}`);\n  console.log(`Comment preview: ${last.body.slice(0, 200)}`);\n}\n","numLines":24,"startLine":1,"totalLines":24}}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01Mb1hAvV9sd7dFdVQH5Jo6U","type":"message","role":"assistant","content":[{"type":"text","text":"The existing script looks correct. Let me run it directly."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":541,"cache_read_input_tokens":19194,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":541},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"7378a1ed-6cfc-405d-abab-8e7bf387fdc1"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01Mb1hAvV9sd7dFdVQH5Jo6U","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_0178DoygVMWmUFmYa5bj4y7b","name":"Bash","input":{"command":"npx tsx find_bug_issue.ts","description":"Run script to find most recent open bug issue and last commenter"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":541,"cache_read_input_tokens":19194,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":541},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"a3739023-94e3-49ab-91f9-8408b27f2201"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0178DoygVMWmUFmYa5bj4y7b","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)\" (created 2026-03-21T18:32:21Z)\n\nLast commenter: Ryce\nCommented at: 2026-03-21T18:37:35Z\nComment preview: ## KeepMyClaw angle\n\nFile-based SecretRef works at the Gateway level but fails during Doctor/update validation — two subsystems disagree on whether the token is accessible. This is a classic boundary-","is_error":false}]},"parent_tool_use_id":null,"session_id":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"ea34566a-f244-4ae4-9d07-9ee17c9b8e7d","timestamp":"2026-03-21T18:37:52.383Z","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)\" (created 2026-03-21T18:32:21Z)\n\nLast commenter: Ryce\nCommented at: 2026-03-21T18:37:35Z\nComment preview: ## KeepMyClaw angle\n\nFile-based SecretRef works at the Gateway level but fails during Doctor/update validation — two subsystems disagree on whether the token is accessible. This is a classic boundary-","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01JttKjJAQLDJRNqSZMrfdd9","type":"message","role":"assistant","content":[{"type":"text","text":"**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\n\n**Last commenter:** `Ryce`\n- Commented at: 2026-03-21T18:37:35Z\n- Comment preview: *\"## KeepMyClaw angle — File-based SecretRef works at the Gateway level but fails during Doctor/update validation — two subsystems disagree on whether the token is accessible...\"*"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":374,"cache_read_input_tokens":19735,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":374},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","uuid":"0cd6011b-0244-459c-b72b-73c7131e95c9"}
{"type":"result","subtype":"success","is_error":false,"duration_ms":36703,"duration_api_ms":34035,"num_turns":8,"result":"**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\n\n**Last commenter:** `Ryce`\n- Commented at: 2026-03-21T18:37:35Z\n- Comment preview: *\"## KeepMyClaw angle — File-based SecretRef works at the Gateway level but fails during Doctor/update validation — two subsystems disagree on whether the token is accessible...\"*","stop_reason":"end_turn","session_id":"4c39af2a-1362-4cae-b794-8a8a1a7234b4","total_cost_usd":0.08769479999999999,"usage":{"input_tokens":10,"cache_creation_input_tokens":3920,"cache_read_input_tokens":140866,"output_tokens":2047,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":3920,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"modelUsage":{"claude-sonnet-4-6":{"inputTokens":10,"outputTokens":2047,"cacheReadInputTokens":140866,"cacheCreationInputTokens":3920,"webSearchRequests":0,"costUSD":0.08769479999999999,"contextWindow":200000,"maxOutputTokens":32000}},"permission_denials":[],"fast_mode_state":"off","uuid":"5f65e50c-8af4-4226-a861-ce906d38bb90"}
