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{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_012DQT2mJ3qChZywABYMCFwb","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/Dsz6MB9h2N9obUUVAduVV57jqxa5vNGfqLhsVO6GkEgyzqj3dDUjh6rz222gaDO+25F4iZKb+MbevySIwO6xIaJIIykKixQsVziJmDALfkcyJJxb+COJu5TUI6lisliWPkG61ZTYVPvT9E/x1Kn8MuQ8QXpwv6H5tQ787VGCKJTJz5BTGgkiLMgRe/KsqymFptXLS+XhhITRDpS3SeHWJY65vujJ0ocBoq+BESFmiRlXkvDw8W5Kf3KBMW9yPVA58jnUUJpX4+i+Cr4/CD93W24h2k6OoI1OfXJpAyMtqqBHOpKOHzcSi+SFiBZc9GAE="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":0,"cache_read_input_tokens":16187,"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":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"0a5f109d-21cb-4c09-a488-4fa34913aa88"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_012DQT2mJ3qChZywABYMCFwb","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Ufeuj4hMUU5mXCEM122wAL","name":"Write","input":{"file_path":"./bench/results/mcp-with-code-mode/issue_then_comments/run1/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:\", JSON.stringify(issues, null, 2));\n\nif (issues.length > 0) {\n  const mostRecent = issues[0];\n  console.log(\"\\nMost recent bug issue:\", mostRecent.number, mostRecent.title);\n  const comments = listComments(\"openclaw/openclaw\", mostRecent.number);\n  console.log(\"\\nComments:\", JSON.stringify(comments, null, 2));\n}\n"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":0,"cache_read_input_tokens":16187,"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":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"dfd11ef7-3296-437c-bd99-7499f5caf786"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01U5Q3yXgzeHZiCZvD3LqYDH","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01AUwp1N3Dvcq1iegE9eGfa4","name":"Bash","input":{"command":"cat ./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/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":364,"cache_read_input_tokens":16187,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":364},"output_tokens":26,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"620b7078-9715-4d45-a460-ec91eb86390c"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01AUwp1N3Dvcq1iegE9eGfa4","type":"tool_result","content":"import { githubApi } from \"./gh-code/exec.js\";\n\n// List 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 || issues.length === 0) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst mostRecent = issues[0];\nconsole.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);\nconsole.log(`Created at: ${mostRecent.created_at}`);\nconsole.log(`URL: ${mostRecent.html_url}`);\n\n// Get comments for that issue\nconst comments = githubApi<any[]>(\n  `/repos/openclaw/openclaw/issues/${mostRecent.number}/comments?per_page=100`\n);\n\nif (!comments || comments.length === 0) {\n  console.log(\"\\nNo comments on this issue.\");\n} else {\n  const lastComment = comments[comments.length - 1];\n  console.log(`\\nTotal comments: ${comments.length}`);\n  console.log(`Last commenter: ${lastComment.user?.login}`);\n  console.log(`Last comment at: ${lastComment.created_at}`);\n  console.log(`Last comment preview: ${lastComment.body?.slice(0, 300)}`);\n}","is_error":false}]},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"c479c6a3-620d-43d1-af8a-a680c2cf66fe","timestamp":"2026-03-21T18:35:41.153Z","tool_use_result":{"stdout":"import { githubApi } from \"./gh-code/exec.js\";\n\n// List open issues with \"bug\" label, sorted by created desc\nconst issues = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=5\"\n);\n\nif (!issues || issues.length === 0) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst mostRecent = issues[0];\nconsole.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);\nconsole.log(`Created at: ${mostRecent.created_at}`);\nconsole.log(`URL: ${mostRecent.html_url}`);\n\n// Get comments for that issue\nconst comments = githubApi<any[]>(\n  `/repos/openclaw/openclaw/issues/${mostRecent.number}/comments?per_page=100`\n);\n\nif (!comments || comments.length === 0) {\n  console.log(\"\\nNo comments on this issue.\");\n} else {\n  const lastComment = comments[comments.length - 1];\n  console.log(`\\nTotal comments: ${comments.length}`);\n  console.log(`Last commenter: ${lastComment.user?.login}`);\n  console.log(`Last comment at: ${lastComment.created_at}`);\n  console.log(`Last comment preview: ${lastComment.body?.slice(0, 300)}`);\n}","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01MaHu3mbQpT1u8Z9HXxSEPT","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The file already exists with different content that uses `githubApi` directly instead of the `gh-code` library functions. Let me update it to use the proper library functions as specified in CLAUDE.md.","signature":"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"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":512,"cache_read_input_tokens":16551,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":512},"output_tokens":9,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"c3677c81-91bb-4a37-8f9e-03412a5671fd"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01MaHu3mbQpT1u8Z9HXxSEPT","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_013yGgCS3iy9BReiF3Xu5QKv","name":"Read","input":{"file_path":"./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/find_bug_issue.ts"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":512,"cache_read_input_tokens":16551,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":512},"output_tokens":9,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"31fe6340-2208-4d04-af6b-ec4220af7403"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_013yGgCS3iy9BReiF3Xu5QKv","type":"tool_result","content":"     1→import { githubApi } from \"./gh-code/exec.js\";\n     2→\n     3→// List open issues with \"bug\" label, sorted by created desc\n     4→const issues = githubApi<any[]>(\n     5→  \"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=5\"\n     6→);\n     7→\n     8→if (!issues || issues.length === 0) {\n     9→  console.log(\"No open issues with label 'bug' found.\");\n    10→  process.exit(0);\n    11→}\n    12→\n    13→const mostRecent = issues[0];\n    14→console.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);\n    15→console.log(`Created at: ${mostRecent.created_at}`);\n    16→console.log(`URL: ${mostRecent.html_url}`);\n    17→\n    18→// Get comments for that issue\n    19→const comments = githubApi<any[]>(\n    20→  `/repos/openclaw/openclaw/issues/${mostRecent.number}/comments?per_page=100`\n    21→);\n    22→\n    23→if (!comments || comments.length === 0) {\n    24→  console.log(\"\\nNo comments on this issue.\");\n    25→} else {\n    26→  const lastComment = comments[comments.length - 1];\n    27→  console.log(`\\nTotal comments: ${comments.length}`);\n    28→  console.log(`Last commenter: ${lastComment.user?.login}`);\n    29→  console.log(`Last comment at: ${lastComment.created_at}`);\n    30→  console.log(`Last comment preview: ${lastComment.body?.slice(0, 300)}`);\n    31→}\n    32→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n</system-reminder>\n"}]},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"2be47e0b-1a57-4693-b92c-c50ad88dfe93","timestamp":"2026-03-21T18:35:44.130Z","tool_use_result":{"type":"text","file":{"filePath":"./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/find_bug_issue.ts","content":"import { githubApi } from \"./gh-code/exec.js\";\n\n// List open issues with \"bug\" label, sorted by created desc\nconst issues = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=5\"\n);\n\nif (!issues || issues.length === 0) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst mostRecent = issues[0];\nconsole.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);\nconsole.log(`Created at: ${mostRecent.created_at}`);\nconsole.log(`URL: ${mostRecent.html_url}`);\n\n// Get comments for that issue\nconst comments = githubApi<any[]>(\n  `/repos/openclaw/openclaw/issues/${mostRecent.number}/comments?per_page=100`\n);\n\nif (!comments || comments.length === 0) {\n  console.log(\"\\nNo comments on this issue.\");\n} else {\n  const lastComment = comments[comments.length - 1];\n  console.log(`\\nTotal comments: ${comments.length}`);\n  console.log(`Last commenter: ${lastComment.user?.login}`);\n  console.log(`Last comment at: ${lastComment.created_at}`);\n  console.log(`Last comment preview: ${lastComment.body?.slice(0, 300)}`);\n}\n","numLines":32,"startLine":1,"totalLines":32}}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01Bu9eCrqJSTHH2ErCAt1jwF","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Sou5cW4Sd5L82cYpX4EtBj","name":"Edit","input":{"replace_all":false,"file_path":"./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/find_bug_issue.ts","old_string":"import { githubApi } from \"./gh-code/exec.js\";\n\n// List open issues with \"bug\" label, sorted by created desc\nconst issues = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=5\"\n);\n\nif (!issues || issues.length === 0) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst mostRecent = issues[0];\nconsole.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);\nconsole.log(`Created at: ${mostRecent.created_at}`);\nconsole.log(`URL: ${mostRecent.html_url}`);\n\n// Get comments for that issue\nconst comments = githubApi<any[]>(\n  `/repos/openclaw/openclaw/issues/${mostRecent.number}/comments?per_page=100`\n);\n\nif (!comments || comments.length === 0) {\n  console.log(\"\\nNo comments on this issue.\");\n} else {\n  const lastComment = comments[comments.length - 1];\n  console.log(`\\nTotal comments: ${comments.length}`);\n  console.log(`Last commenter: ${lastComment.user?.login}`);\n  console.log(`Last comment at: ${lastComment.created_at}`);\n  console.log(`Last comment preview: ${lastComment.body?.slice(0, 300)}`);\n}","new_string":"import { listIssues, listComments } from \"./gh-code/issues\";\n\nconst issues = listIssues(\"openclaw/openclaw\", { state: \"open\", label: \"bug\", limit: 5 });\n\nif (!issues || issues.length === 0) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst mostRecent = issues[0];\nconsole.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);\nconsole.log(`Created at: ${mostRecent.createdAt}`);\nconsole.log(`URL: ${mostRecent.url}`);\n\nconst comments = listComments(\"openclaw/openclaw\", mostRecent.number);\n\nif (!comments || comments.length === 0) {\n  console.log(\"\\nNo comments on this issue.\");\n} else {\n  const lastComment = comments[comments.length - 1];\n  console.log(`\\nTotal comments: ${comments.length}`);\n  console.log(`Last commenter: ${lastComment.author}`);\n  console.log(`Last comment at: ${lastComment.createdAt}`);\n  console.log(`Last comment preview: ${lastComment.body?.slice(0, 300)}`);\n}"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":718,"cache_read_input_tokens":17063,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":718},"output_tokens":25,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"35fee829-6866-410d-a23e-c27fb59b913e"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Sou5cW4Sd5L82cYpX4EtBj","type":"tool_result","content":"The file ./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/find_bug_issue.ts has been updated successfully."}]},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"a715f78e-d4a1-4f3e-8740-b55b6d039062","timestamp":"2026-03-21T18:35:50.325Z","tool_use_result":{"filePath":"./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/find_bug_issue.ts","oldString":"import { githubApi } from \"./gh-code/exec.js\";\n\n// List open issues with \"bug\" label, sorted by created desc\nconst issues = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=5\"\n);\n\nif (!issues || issues.length === 0) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst mostRecent = issues[0];\nconsole.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);\nconsole.log(`Created at: ${mostRecent.created_at}`);\nconsole.log(`URL: ${mostRecent.html_url}`);\n\n// Get comments for that issue\nconst comments = githubApi<any[]>(\n  `/repos/openclaw/openclaw/issues/${mostRecent.number}/comments?per_page=100`\n);\n\nif (!comments || comments.length === 0) {\n  console.log(\"\\nNo comments on this issue.\");\n} else {\n  const lastComment = comments[comments.length - 1];\n  console.log(`\\nTotal comments: ${comments.length}`);\n  console.log(`Last commenter: ${lastComment.user?.login}`);\n  console.log(`Last comment at: ${lastComment.created_at}`);\n  console.log(`Last comment preview: ${lastComment.body?.slice(0, 300)}`);\n}","newString":"import { listIssues, listComments } from \"./gh-code/issues\";\n\nconst issues = listIssues(\"openclaw/openclaw\", { state: \"open\", label: \"bug\", limit: 5 });\n\nif (!issues || issues.length === 0) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst mostRecent = issues[0];\nconsole.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);\nconsole.log(`Created at: ${mostRecent.createdAt}`);\nconsole.log(`URL: ${mostRecent.url}`);\n\nconst comments = listComments(\"openclaw/openclaw\", mostRecent.number);\n\nif (!comments || comments.length === 0) {\n  console.log(\"\\nNo comments on this issue.\");\n} else {\n  const lastComment = comments[comments.length - 1];\n  console.log(`\\nTotal comments: ${comments.length}`);\n  console.log(`Last commenter: ${lastComment.author}`);\n  console.log(`Last comment at: ${lastComment.createdAt}`);\n  console.log(`Last comment preview: ${lastComment.body?.slice(0, 300)}`);\n}","originalFile":"import { githubApi } from \"./gh-code/exec.js\";\n\n// List open issues with \"bug\" label, sorted by created desc\nconst issues = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=5\"\n);\n\nif (!issues || issues.length === 0) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst mostRecent = issues[0];\nconsole.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);\nconsole.log(`Created at: ${mostRecent.created_at}`);\nconsole.log(`URL: ${mostRecent.html_url}`);\n\n// Get comments for that issue\nconst comments = githubApi<any[]>(\n  `/repos/openclaw/openclaw/issues/${mostRecent.number}/comments?per_page=100`\n);\n\nif (!comments || comments.length === 0) {\n  console.log(\"\\nNo comments on this issue.\");\n} else {\n  const lastComment = comments[comments.length - 1];\n  console.log(`\\nTotal comments: ${comments.length}`);\n  console.log(`Last commenter: ${lastComment.user?.login}`);\n  console.log(`Last comment at: ${lastComment.created_at}`);\n  console.log(`Last comment preview: ${lastComment.body?.slice(0, 300)}`);\n}\n","structuredPatch":[{"oldStart":1,"oldLines":9,"newStart":1,"newLines":6,"lines":["-import { githubApi } from \"./gh-code/exec.js\";","+import { listIssues, listComments } from \"./gh-code/issues\";"," ","-// List open issues with \"bug\" label, sorted by created desc","-const issues = githubApi<any[]>(","-  \"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=5\"","-);","+const issues = listIssues(\"openclaw/openclaw\", { state: \"open\", label: \"bug\", limit: 5 });"," "," if (!issues || issues.length === 0) {","   console.log(\"No open issues with label 'bug' found.\");"]},{"oldStart":12,"oldLines":20,"newStart":9,"newLines":17,"lines":[" "," const mostRecent = issues[0];"," console.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);","-console.log(`Created at: ${mostRecent.created_at}`);","-console.log(`URL: ${mostRecent.html_url}`);","+console.log(`Created at: ${mostRecent.createdAt}`);","+console.log(`URL: ${mostRecent.url}`);"," ","-// Get comments for that issue","-const comments = githubApi<any[]>(","-  `/repos/openclaw/openclaw/issues/${mostRecent.number}/comments?per_page=100`","-);","+const comments = listComments(\"openclaw/openclaw\", mostRecent.number);"," "," if (!comments || comments.length === 0) {","   console.log(\"\\nNo comments on this issue.\");"," } else {","   const lastComment = comments[comments.length - 1];","   console.log(`\\nTotal comments: ${comments.length}`);","-  console.log(`Last commenter: ${lastComment.user?.login}`);","-  console.log(`Last comment at: ${lastComment.created_at}`);","+  console.log(`Last commenter: ${lastComment.author}`);","+  console.log(`Last comment at: ${lastComment.createdAt}`);","   console.log(`Last comment preview: ${lastComment.body?.slice(0, 300)}`);"," }"]}],"userModified":false,"replaceAll":false}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_0139SpmdX9hLxtgt9jYaWyHK","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01UdNUn9wmjkfpZb6rs8hQgp","name":"Bash","input":{"command":"npx tsx find_bug_issue.ts 2>&1","description":"Run the bug issue finder script"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":890,"cache_read_input_tokens":17781,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":890},"output_tokens":26,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"ebe76a88-9e6d-4a32-8a11-7077cd83cc95"}
{"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.\n./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/gh-code/issues.ts:34\n  return raw.map((i: any) => ({\n             ^\n\nTypeError: raw.map is not a function\n    at listIssues (./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/gh-code/issues.ts:34:14)\n    at <anonymous> (./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/find_bug_issue.ts:3:16)\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\nNode.js v24.13.1","is_error":true,"tool_use_id":"toolu_01UdNUn9wmjkfpZb6rs8hQgp"}]},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"022ac668-13c0-458f-9025-1db52f97a4c4","timestamp":"2026-03-21T18:35:54.191Z","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.\n./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/gh-code/issues.ts:34\n  return raw.map((i: any) => ({\n             ^\n\nTypeError: raw.map is not a function\n    at listIssues (./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/gh-code/issues.ts:34:14)\n    at <anonymous> (./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/find_bug_issue.ts:3:16)\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\nNode.js v24.13.1"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01TL1BVk35Hdi6Byh4W1Zr71","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01JGb3VTMCbdfhzKy4SugTAC","name":"Read","input":{"file_path":"./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/gh-code/issues.ts"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":425,"cache_read_input_tokens":18671,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":425},"output_tokens":18,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"d01ef7ce-76a8-46ef-a401-5d6eccb270a9"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01JGb3VTMCbdfhzKy4SugTAC","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":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"646297ba-ef77-43b0-b25d-af61c503d39a","timestamp":"2026-03-21T18:35:57.223Z","tool_use_result":{"type":"text","file":{"filePath":"./bench/results/mcp-with-code-mode/issue_then_comments/run1/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_01VWLdjTNbUZSpDTr4LDHR2g","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The `listIssues` function doesn't support a `label` option. I need to update my script to filter by label differently. The `listIssues` function doesn't have a `label` option in `ListIssuesOpts`. \n\nLet me look at the exec.ts to understand what `callMcpTool` does and how it works.","signature":"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"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1029,"cache_read_input_tokens":19096,"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":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"1aee17c6-74a1-43c0-85e9-528e624bf406"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01VWLdjTNbUZSpDTr4LDHR2g","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_011wjVEK37evYVEGNx2hP6gX","name":"Read","input":{"file_path":"./bench/results/mcp-with-code-mode/issue_then_comments/run1/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":19096,"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":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"efb81dc8-b9ca-40cb-ab31-beadee53aca1"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011wjVEK37evYVEGNx2hP6gX","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→  // MCP endpoint may return SSE format (\"data: {...}\\n\\n\"); extract the JSON payload\n    30→  let jsonText = result.trim();\n    31→  if (jsonText.startsWith(\"event:\") || jsonText.startsWith(\"data:\")) {\n    32→    const dataLine = jsonText.split(\"\\n\").find((l) => l.startsWith(\"data:\"));\n    33→    if (!dataLine) throw new Error(\"No data line found in SSE response\");\n    34→    jsonText = dataLine.slice(\"data:\".length).trim();\n    35→  }\n    36→\n    37→  const response = JSON.parse(jsonText);\n    38→  if (response.error) throw new Error(response.error.message);\n    39→\n    40→  // MCP tool results come as content array with text fields\n    41→  const content = response.result?.content;\n    42→  if (content && content[0]?.text) {\n    43→    return JSON.parse(content[0].text) as T;\n    44→  }\n    45→  return response.result as T;\n    46→}\n    47→\n    48→/** Call the GitHub REST API directly via curl. */\n    49→export function githubApi<T = any>(path: string): T {\n    50→  const token = getToken();\n    51→\n    52→  const result = execFileSync(\"curl\", [\n    53→    \"-s\",\n    54→    \"-H\", `Authorization: Bearer ${token}`,\n    55→    \"-H\", \"Accept: application/vnd.github+json\",\n    56→    `https://api.github.com${path}`,\n    57→  ], { encoding: \"utf-8\", timeout: 30000 });\n    58→\n    59→  return JSON.parse(result) as T;\n    60→}\n    61→\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":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"56a271f4-89f1-4a45-bd9e-a0d93b227914","timestamp":"2026-03-21T18:36:00.784Z","tool_use_result":{"type":"text","file":{"filePath":"./bench/results/mcp-with-code-mode/issue_then_comments/run1/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  // MCP endpoint may return SSE format (\"data: {...}\\n\\n\"); extract the JSON payload\n  let jsonText = result.trim();\n  if (jsonText.startsWith(\"event:\") || jsonText.startsWith(\"data:\")) {\n    const dataLine = jsonText.split(\"\\n\").find((l) => l.startsWith(\"data:\"));\n    if (!dataLine) throw new Error(\"No data line found in SSE response\");\n    jsonText = dataLine.slice(\"data:\".length).trim();\n  }\n\n  const response = JSON.parse(jsonText);\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":61,"startLine":1,"totalLines":61}}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01PkLYkDACmahx5TaWG26g7u","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The `listIssues` function uses `callMcpTool` with `list_issues`, but doesn't support a `label` filter. I need to use `githubApi` directly to filter by label, or I can list all open issues and filter in code. But the `listIssues` doesn't pass label to the MCP tool.\n\nLooking at the CLAUDE.md, it says to use the `./gh-code/` library. The `listIssues` doesn't support label filtering. I could use `githubApi` directly (which is exported from exec.ts) but that's used internally by gh-code modules.\n\n\nSince `githubApi` is imported from exec.js and used in `listComments`, I can use it directly from the gh-code library to get issues with label filtering rather than trying to extend `listIssues`.","signature":"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"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1110,"cache_read_input_tokens":20125,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1110},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"da02b198-9c3c-45c3-8c1b-291884bd5d3f"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01PkLYkDACmahx5TaWG26g7u","type":"message","role":"assistant","content":[{"type":"text","text":"The `listIssues` function doesn't support label filtering. I'll use `githubApi` from the gh-code library (which is part of the library) and filter for \"bug\" label directly."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1110,"cache_read_input_tokens":20125,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1110},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"f7b62c9f-4bf4-44bb-99b2-e6bf26141e1a"}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_01PkLYkDACmahx5TaWG26g7u","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01HFxc1gaXdGf31um6nnTTdK","name":"Edit","input":{"replace_all":false,"file_path":"./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/find_bug_issue.ts","old_string":"import { listIssues, listComments } from \"./gh-code/issues\";\n\nconst issues = listIssues(\"openclaw/openclaw\", { state: \"open\", label: \"bug\", limit: 5 });\n\nif (!issues || issues.length === 0) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst mostRecent = issues[0];\nconsole.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);\nconsole.log(`Created at: ${mostRecent.createdAt}`);\nconsole.log(`URL: ${mostRecent.url}`);\n\nconst comments = listComments(\"openclaw/openclaw\", mostRecent.number);\n\nif (!comments || comments.length === 0) {\n  console.log(\"\\nNo comments on this issue.\");\n} else {\n  const lastComment = comments[comments.length - 1];\n  console.log(`\\nTotal comments: ${comments.length}`);\n  console.log(`Last commenter: ${lastComment.author}`);\n  console.log(`Last comment at: ${lastComment.createdAt}`);\n  console.log(`Last comment preview: ${lastComment.body?.slice(0, 300)}`);\n}","new_string":"import { listIssues, listComments } from \"./gh-code/issues\";\nimport { githubApi } from \"./gh-code/exec.js\";\n\n// listIssues doesn't support label filtering, so use githubApi with label param\nconst raw = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=5\"\n);\n\nif (!raw || raw.length === 0) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst mostRecent = raw[0];\nconsole.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);\nconsole.log(`Created at: ${mostRecent.created_at}`);\nconsole.log(`URL: ${mostRecent.html_url}`);\n\nconst comments = listComments(\"openclaw/openclaw\", mostRecent.number);\n\nif (!comments || comments.length === 0) {\n  console.log(\"\\nNo comments on this issue.\");\n} else {\n  const lastComment = comments[comments.length - 1];\n  console.log(`\\nTotal comments: ${comments.length}`);\n  console.log(`Last commenter: ${lastComment.author}`);\n  console.log(`Last comment at: ${lastComment.createdAt}`);\n  console.log(`Last comment preview: ${lastComment.body?.slice(0, 300)}`);\n}"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1110,"cache_read_input_tokens":20125,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1110},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"2afe1bb2-75a7-4381-9376-f6d62714bfc4"}
{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01HFxc1gaXdGf31um6nnTTdK","type":"tool_result","content":"The file ./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/find_bug_issue.ts has been updated successfully."}]},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"8aa6e12a-76e2-455c-95c3-1f9e5357f65e","timestamp":"2026-03-21T18:36:16.167Z","tool_use_result":{"filePath":"./bench/results/mcp-with-code-mode/issue_then_comments/run1/workspace/find_bug_issue.ts","oldString":"import { listIssues, listComments } from \"./gh-code/issues\";\n\nconst issues = listIssues(\"openclaw/openclaw\", { state: \"open\", label: \"bug\", limit: 5 });\n\nif (!issues || issues.length === 0) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst mostRecent = issues[0];\nconsole.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);\nconsole.log(`Created at: ${mostRecent.createdAt}`);\nconsole.log(`URL: ${mostRecent.url}`);\n\nconst comments = listComments(\"openclaw/openclaw\", mostRecent.number);\n\nif (!comments || comments.length === 0) {\n  console.log(\"\\nNo comments on this issue.\");\n} else {\n  const lastComment = comments[comments.length - 1];\n  console.log(`\\nTotal comments: ${comments.length}`);\n  console.log(`Last commenter: ${lastComment.author}`);\n  console.log(`Last comment at: ${lastComment.createdAt}`);\n  console.log(`Last comment preview: ${lastComment.body?.slice(0, 300)}`);\n}","newString":"import { listIssues, listComments } from \"./gh-code/issues\";\nimport { githubApi } from \"./gh-code/exec.js\";\n\n// listIssues doesn't support label filtering, so use githubApi with label param\nconst raw = githubApi<any[]>(\n  \"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=5\"\n);\n\nif (!raw || raw.length === 0) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst mostRecent = raw[0];\nconsole.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);\nconsole.log(`Created at: ${mostRecent.created_at}`);\nconsole.log(`URL: ${mostRecent.html_url}`);\n\nconst comments = listComments(\"openclaw/openclaw\", mostRecent.number);\n\nif (!comments || comments.length === 0) {\n  console.log(\"\\nNo comments on this issue.\");\n} else {\n  const lastComment = comments[comments.length - 1];\n  console.log(`\\nTotal comments: ${comments.length}`);\n  console.log(`Last commenter: ${lastComment.author}`);\n  console.log(`Last comment at: ${lastComment.createdAt}`);\n  console.log(`Last comment preview: ${lastComment.body?.slice(0, 300)}`);\n}","originalFile":"import { listIssues, listComments } from \"./gh-code/issues\";\n\nconst issues = listIssues(\"openclaw/openclaw\", { state: \"open\", label: \"bug\", limit: 5 });\n\nif (!issues || issues.length === 0) {\n  console.log(\"No open issues with label 'bug' found.\");\n  process.exit(0);\n}\n\nconst mostRecent = issues[0];\nconsole.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);\nconsole.log(`Created at: ${mostRecent.createdAt}`);\nconsole.log(`URL: ${mostRecent.url}`);\n\nconst comments = listComments(\"openclaw/openclaw\", mostRecent.number);\n\nif (!comments || comments.length === 0) {\n  console.log(\"\\nNo comments on this issue.\");\n} else {\n  const lastComment = comments[comments.length - 1];\n  console.log(`\\nTotal comments: ${comments.length}`);\n  console.log(`Last commenter: ${lastComment.author}`);\n  console.log(`Last comment at: ${lastComment.createdAt}`);\n  console.log(`Last comment preview: ${lastComment.body?.slice(0, 300)}`);\n}\n","structuredPatch":[{"oldStart":1,"oldLines":16,"newStart":1,"newLines":20,"lines":[" import { listIssues, listComments } from \"./gh-code/issues\";","+import { githubApi } from \"./gh-code/exec.js\";"," ","-const issues = listIssues(\"openclaw/openclaw\", { state: \"open\", label: \"bug\", limit: 5 });","+// listIssues doesn't support label filtering, so use githubApi with label param","+const raw = githubApi<any[]>(","+  \"/repos/openclaw/openclaw/issues?state=open&labels=bug&sort=created&direction=desc&per_page=5\"","+);"," ","-if (!issues || issues.length === 0) {","+if (!raw || raw.length === 0) {","   console.log(\"No open issues with label 'bug' found.\");","   process.exit(0);"," }"," ","-const mostRecent = issues[0];","+const mostRecent = raw[0];"," console.log(`Most recent open bug issue: #${mostRecent.number} - ${mostRecent.title}`);","-console.log(`Created at: ${mostRecent.createdAt}`);","-console.log(`URL: ${mostRecent.url}`);","+console.log(`Created at: ${mostRecent.created_at}`);","+console.log(`URL: ${mostRecent.html_url}`);"," "," const comments = listComments(\"openclaw/openclaw\", mostRecent.number);"," "]}],"userModified":false,"replaceAll":false}}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Vkqosoyh37z1xFxwgTR5A1","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\nURL: https://github.com/openclaw/openclaw/issues/51810\n\nNo comments on this issue.","is_error":false}]},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"76b48d49-c064-4a4d-9eb7-f9e2a0f2a0f4","timestamp":"2026-03-21T18:36:19.367Z","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\nURL: https://github.com/openclaw/openclaw/issues/51810\n\nNo comments on this issue.","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}
{"type":"assistant","message":{"model":"claude-sonnet-4-6","id":"msg_0191VtEYtCszUtf9GyGwc1L3","type":"message","role":"assistant","content":[{"type":"text","text":"The most recent open issue labeled **\"bug\"** in `openclaw/openclaw` is:\n\n- **Issue #51810**: `[Bug]: Doctor/update fails when Telegram bot token uses file-based SecretRef (2026.3 regression)`\n- Created: 2026-03-21T18:32:21Z\n\nThis issue has **no comments** yet — no one has commented on it."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":308,"cache_read_input_tokens":22581,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":308},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"parent_tool_use_id":null,"session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","uuid":"80f5afdd-655e-4502-96d4-100578564275"}
{"type":"result","subtype":"success","is_error":false,"duration_ms":49528,"duration_api_ms":45638,"num_turns":10,"result":"The most recent open issue labeled **\"bug\"** in `openclaw/openclaw` is:\n\n- **Issue #51810**: `[Bug]: Doctor/update fails when Telegram bot token uses file-based SecretRef (2026.3 regression)`\n- Created: 2026-03-21T18:32:21Z\n\nThis issue has **no comments** yet — no one has commented on it.","stop_reason":"end_turn","session_id":"bdb42457-c3e8-45f3-9e6e-f93a9bc4502a","total_cost_usd":0.1307016,"usage":{"input_tokens":12,"cache_creation_input_tokens":6702,"cache_read_input_tokens":185477,"output_tokens":3326,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":6702,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"},"modelUsage":{"claude-sonnet-4-6":{"inputTokens":12,"outputTokens":3326,"cacheReadInputTokens":185477,"cacheCreationInputTokens":6702,"webSearchRequests":0,"costUSD":0.1307016,"contextWindow":200000,"maxOutputTokens":32000}},"permission_denials":[],"fast_mode_state":"off","uuid":"ce924419-03b8-4a95-9544-72da107ddf6d"}
