ae-debug
Find the cause of failing behavior and fix it when requested.
Skill by AndreaCatalucci
Chalk Labs
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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
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
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.
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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
- Source
- GitHubgithub-graphql
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- 0.581score
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SkillAFreshness: A★ 1Claude Code +9 - 0.547score
unslop
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Edit prose for clarity, precision, economy, and consistency.
SkillBFreshness: B★ 1Claude Code +9 - 0.547score
ae-learn
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Capture one reusable project lesson.
SkillBFreshness: B★ 1Claude Code +9 - 0.546score
ae-explore
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Explore a solution direction.
SkillBFreshness: B★ 1Claude Code +9 - 0.544score
ae-review
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Review code or another requested artifact for material problems.
SkillBFreshness: B★ 1Claude Code +9 - 0.544score
ae-work
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Implement a concrete request or plan.
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Done for you
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Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
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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)