assimilate-popular-wor…
This skill should be used when the user asks to "find skills in the wild", "assimilate popular workflows", "discover SKILL.md files in repos", "research…
Structured debugging methodology using hypothesis-driven investigation, log analysis, and bisection to isolate and resolve defects.
$ npx -y skills add a5c-ai/babysitter --skill systematic-debugging --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/systematic-debuggingContext preview
The summary Claude sees to decide when to auto-load this skill.
Structured debugging methodology using hypothesis-driven investigation, log analysis, and bisection to isolate and resolve defects.
name: systematic-debugging description: Structured debugging methodology using hypothesis-driven investigation, log analysis, and bisection to isolate and resolve defects. allowed-tools: Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion 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]
1. **Reproduce** - Confirm the defect with a minimal reproduction 2. **Hypothesize** - Form theories about the root cause 3. **Investigate** - Systematically test hypotheses (logs, breakpoints, bisection) 4. **Isolate** - Narrow to the specific component/line 5. **Fix** - Apply targeted fix addressing root cause 6. **Verify** - Confirm fix resolves the issue without regression
until you enumerate at least 3 candidate root-cause hypotheses, give each hypothesis a falsifying log line or observation, and cite concrete log evidence for the selected fix. Use seq number when present; otherwise cite timestamp, log-id, or artifact path plus the exact log line. If no proposed fix cites a specific log line or log record, mark `needs-more-data`.
Integrated into `methodologies/rpikit/rpikit-implement` (failure handling)
Enforce obedience on agentic workforces. Manage extremely complex workflows through deterministic, hallucination-free self-orchestration.
Repo: a5c-ai/babysitter
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