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systematic-debugging

Use when diagnosing a failure, flaky behavior, or unexpected output before attempting a fix.

Skill by RakuenSoftware

IndexedAGPL-3.0★ 188
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/rakuensoftware-systematic-debugging

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Use when diagnosing a failure, flaky behavior, or unexpected output before attempting a fix.

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/systematic-debugging

What's inside

Skill name
systematic-debugging
Description
Use when diagnosing a failure, flaky behavior, or unexpected output before attempting a fix.
License
AGPL-3.0
Instructions
18 lines in SKILL.md · view on GitHub

Files (3)

  • SKILL.md
  • condition-based-waiting.md · references/
  • root-cause-tracing.md · references/

SKILL.md (first lines)

# Systematic Debugging

Start with evidence, not guesses.

1. Reproduce the failure with the smallest command, input, or trace available.
2. Read the failing path until you can explain where expected state diverges from actual state.
3. Form one hypothesis that predicts an observable result.
4. Test the hypothesis with a targeted command, log, assertion, or code read.
5. Apply a fix only after the evidence identifies the cause.

After three failed fixes, stop changing code and re-check the model of the system. Repeated patches without a new observation usually mean the cause is elsewhere.

Useful references:

- `references/root-cause-tracing.md`
- `references/condition-based-waiting.md`

From RakuenSoftware/aimee, AGPL-3.0.

More from RakuenSoftware/aimee

Signals

Stars
188
Forks
68
Open issues
0
Last commit (this folder)
Jun 3, 2026 (5 months ago)
Last release
Oct 16, 2026 (15 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
AGPL-3.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from RakuenSoftware

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Cite this page

systematic-debugging skill. Agent Mart. https://agentmart.dev/skills/rakuensoftware-systematic-debugging (last updated 2026-10-24)