Chalk Labs
Need help deploying debug?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
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/3rdai-admin-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
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What's inside
- Skill name
debug- Description
- None
- License
- MIT
- Instructions
- 31 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- missing YAML frontmatter
- name: missing
- description: missing
Files (2)
- SKILL.md
- debug.md
SKILL.md (first lines)
# Skill: debug Invoked by: /debug command ## Procedure Load and follow `skills/debug/debug.md` when executing this skill. ## Purpose Systematically diagnose a failure — a failing test, error, or unexpected behavior — identify the root cause from evidence, and propose the smallest fix scoped to the actual defect. ## When to Use - A test, build, validation, or eval fails and the cause is not obvious - Behavior differs from what a plan, prompt, or contract specifies - During `stages/06-iteration/` when a regression must be understood before revising ## Output A diagnosis tied to evidence (logs, stack traces, file lines), a stated root cause, a minimal proposed fix, a confirmation method, and noted regression risk. ## Harness References - Procedure: `skills/debug/debug.md` - Agents: `agents/researcher.agent.md` (investigation), `agents/builder.agent.md` (fix) - Rubrics: `evals/rubrics/agent-output-quality.md` - Case: `evals/cases/debugging/failing-test-diagnosis.md` - Stage: `stages/06-iteration/` - Deployment overlay (optional): `_config/project-notes.md` ## Next Step - Root cause found: hand the minimal fix to the Builder Agent via `/build`, or `/revise` the source artifact if the defect is in a plan/prompt/config. - Cause still unclear: record findings and escalate with specific open questions.
From 3rdAI-admin/th3rdai-harness, MIT.
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plan
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No description from the publisher yet.
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prompt
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No description from the publisher yet.
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No description from the publisher yet.
SkillCFreshness: C★ 1Claude Code +9 - 0.264score
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No description from the publisher yet.
SkillCFreshness: C★ 1Claude Code +9 - 0.264score
build
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No description from the publisher yet.
SkillCFreshness: C★ 1Claude Code +9 - 0.264score
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No description from the publisher yet.
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skill-script-audit
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Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- May 29, 2026 (5 months ago)
- Last release
- Jun 19, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/3rdAI-admin/th3rdai-harness
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
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.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
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
debug skill. Agent Mart. https://agentmart.dev/skills/3rdai-admin-debug (last updated 2026-10-24)