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ae-debug

Find the cause of failing behavior and fix it when requested.

Skill by AndreaCatalucci

IndexedMIT★ 1
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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/andreacatalucci-ae-debug

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

Find the cause of failing behavior and fix it when requested. Use for errors, regressions, failing tests, and stuck investigations.

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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/ae-debug

What's inside

Skill name
ae-debug
Description
Find the cause of failing behavior and fix it when requested. Use for errors, regressions, failing tests, and stuck investigations.
License
MIT
Instructions
15 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Debug

Find the smallest explanation that accounts for the failure.

1. Read the exact symptom and relevant project lessons. Reuse a current reproduction or reproduce the failure when practical.
2. Trace the real execution path and compare failing behavior with expected behavior.
3. Form one concrete hypothesis and test the cheapest discriminating observation. Revise it when evidence disagrees. A trajectory change is a lesson.
4. State the root cause and causal chain supported by the observations. Stop investigating when the evidence distinguishes it from plausible alternatives; name any remaining uncertainty.
5. A fix request leads to the smallest causal change and a narrow regression check. A diagnosis request ends with the findings.

Inspect stored state before logs when the product persists it. Redact secrets and unrelated production data.

Report the cause, evidence, fix if any, and remaining uncertainty.

From AndreaCatalucci/andrea-engineering, MIT.

Signals

Stars
1
Forks
0
Open issues
0
Last commit (this folder)
Sep 5, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

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Cite this page

ae-debug skill. Agent Mart. https://agentmart.dev/skills/andreacatalucci-ae-debug (last updated 2026-10-24)