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/swarm-debug

Systematic debugging — evidence before hypotheses, hypotheses before fixes, root cause before patches, and the diagnosis saved to the vault. Use for any real bug, test failure, regression, crash, or unexplained behavior — before proposing any fix.

From plugin
anmarhani-swarmvault
515 skills
Install
$ npx -y skills add AnmarHani/SwarmVault --skill swarm-debug --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/swarm-debug

Context preview

The summary Claude sees to decide when to auto-load this skill.

Systematic debugging — evidence before hypotheses, hypotheses before fixes, root cause before patches, and the diagnosis saved to the vault. Use for any real bug, test failure, regression, crash, or unexplained behavior — before proposing any fix.

SKILL.md

swarm-debug.SKILL.md
name: swarm-debug
description: Systematic debugging — evidence before hypotheses, hypotheses before fixes, root cause before patches, and the diagnosis saved to the vault. Use for any real bug, test failure, regression, crash, or unexplained behavior — before proposing any fix.

swarm-debug — systematic debugging

No fix without a reproduced cause. Shotgun patching is how the same bug costs twice.

The loop

1. **Reproduce** — a command/test that shows the bug, or record explicitly why reproduction is impossible. This is the entry gate for everything below. 2. **Evidence** — read the FULL error, stack, and surrounding logs (not the first line); note what changed recently (git log, new deps, config). 3. **Locate** — binary-search the causal chain: which layer last had correct data? Instrument with targeted prints/asserts if needed; remove them after. 4. **Hypothesize** — ranked list, cheapest-to-test first. State each as a falsifiable claim ("the cache returns stale X when Y"). 5. **Verify** — one targeted experiment per hypothesis. Evidence kills or confirms; opinion does neither. 6. **Fix the root cause** — not the symptom, when the root is reachable. If you must ship a symptom patch, say so in the code-note and open a ticket for the root. 7. **Regression test** — must fail on the pre-fix code, pass on the fix. No test, no fix. 8. **Record (J1)** — non-trivial diagnosis → memory note (the footgun, compact, ≤ 15 lines) + code-note link on the affected file, so no future session pays for this twice. Check the vault FIRST next time: `swarmvault.py query --search "<symptom>"` — someone may already have paid.

Hard rules

  • Three dead hypotheses → stop, step back, re-examine assumptions — including the spec

and design ("is the requirement itself contradictory?").

  • A diagnosis that reveals a spec/design gap → route it to the question queue / SRS

change management (swarm-spec), don't silently patch around it.

  • Performance bugs: measure before and after; a fix without numbers is a guess.

--- *Influences: superpowers systematic-debugging; Pocock's diagnosing-bugs; Jeffallan's debugging-wizard — see CREDITS.md.*

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Ships withanmarhani-swarmvault

Your AI agents don't synchronise. SwarmVault does. One shared memory for Claude Code, Codex, and any other CLI agent. Real software engineering: requirements → design → tickets → review. 14 skills, the best of everything combined.

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Python
Language
MIT
License
1mo ago
Last commit
2mo ago
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Repo: AnmarHani/SwarmVault

Other skills on anmarhani-swarmvault.