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/systematic-debugging

Structured debugging methodology using hypothesis-driven investigation, log analysis, and bisection to isolate and resolve defects.

From plugin
babysitter
1.8k200 skills3 agents21 commands1 MCP
Install
$ npx -y skills add a5c-ai/babysitter --skill systematic-debugging --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/systematic-debugging

Context 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.

SKILL.md

systematic-debugging.SKILL.md
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]
  • Unexpected behavior discovered during testing
  • Bug reports require investigation
  • Performance issues need root cause analysis

Process

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

Key Rules

  • Never apply fixes without understanding the root cause
  • For Strike-3/post-instrumentation handoffs, do not apply a source-code fix

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`.

  • Use web-researcher agent for unfamiliar error patterns
  • Document the investigation path for future reference
  • Verify that the fix does not introduce regressions

Tool Use

Integrated into `methodologies/rpikit/rpikit-implement` (failure handling)

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Ships withbabysitter

Enforce obedience on agentic workforces. Manage extremely complex workflows through deterministic, hallucination-free self-orchestration.

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