Specify a webhook-driven task for OpenClaw
Describe event inputs, validation, deduplication, and intended actions before integration work.
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Root cause analysis frameworks including log-first investigation, git bisect correlation, and pattern-based diagnosis with confidence scoring.
--- name: debugging-patterns description: Root cause analysis frameworks including log-first investigation, git bisect correlation, and pattern-based diagnosis with confidence scoring. allowed-tools: Read, Bash, Grep, Glob, WebSearch graph: domains: [domain:software-engineering] skillAreas: [skill-area:agentic-loops, skill-area:orchestration-loop] workflows: [workflow:feature-development] topics: [topic:developer-experience] roles: [role:tech-lead, role:backend-engineer] 2. DO NOT form hypotheses before reading evidence 3. Identify the exact error: message, file, line, call stack 4. Determine reproduction steps from evidence 5. Check git log for recent changes correlating with bug introduction --- ## Pattern-Based Diagnosis - Check patterns.md for known gotchas matching the error - Cross-reference with common patterns: null pointer, race condition, resource leak, config error - Rate root cause confidence (>=80% to proceed with fix) ## Evidence Collection - Stack traces with full call chain - Error messages with context - Exit codes from reproduction attempts - Git blame/log for change correlation - Environment differences (if applicable) ## When to Use - During DEBUG workflow investigation phase - When BUILD tests fail unexpectedly - When reviewing error handling gaps ## Agents Used - `bug-investigator` (primary consumer) - `silent-failure-hunter` (pattern reference)--- name: debugging-patterns description: Root cause analysis frameworks including log-first investigation, git bisect correlation, and pattern-based diagnosis with confidence scoring. allowed-tools: Read, Bash, Grep, Glob, WebSearch graph: domains: [domain:software-engineering] skillAreas: [skill-area:agentic-loops, skill-area:orchestration-loop] workflows: [workflow:feature-development] topics: [topic:developer-experience] roles: [role:tech-lead, role:backend-engineer] 2. DO NOT form hypotheses before reading evidence 3. Identify the exact error: message, file, line, call stack 4. Determine reproduction steps from evidence 5. Check git log for recent changes correlating with bug introduction --- ## Pattern-Based Diagnosis - Check patterns.md for known gotchas matching the error - Cross-reference with common patterns: null pointer, race condition, resource leak, config error - Rate root cause confidence (>=80% to proceed with fix) ## Evidence Collection - Stack traces with full call chain - Error messages with context - Exit codes from reproduction attempts - Git blame/log for change correlation - Environment differences (if applicable) ## When to Use - During DEBUG workflow investigation phase - When BUILD tests fail unexpectedly - When reviewing error handling gaps ## Agents Used - `bug-investigator` (primary consumer) - `silent-failure-hunter` (pattern reference)
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