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/ashutosh0428-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/debug
What's inside
- Skill name
debug- Description
- Find and fix the root cause of a bug, not the symptom.
- License
- MIT
- Instructions
- 18 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
## When to use Something errors, fails a test, or produces wrong output. ## How 1. Read the error/traceback and the relevant code before touching anything. 2. State a hypothesis about the **root cause** (not just where it surfaced). 3. Make the smallest `edit_file` that fixes the cause. 4. If a test reproduces the bug, mention running it to confirm the fix. ## Avoid - Patching the symptom (swallowing the error) instead of the cause. - Refactoring unrelated code while fixing. - Guessing without reading the traceback. ## Done well You can state: what was wrong, why, and the one change that fixes it — confirmed by a test or a clear, specific reason.
From Ashutosh0428/pi-agent, MIT.
More from Ashutosh0428/pi-agent
- 0.530score
write-readme
Ashutosh0428
Write or improve a README that gets a stranger from landing to running in minutes.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
planning
Ashutosh0428
Break a non-trivial task into steps and track them with a live plan.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
secure-tools
Ashutosh0428
Use tools safely — respect guardrails, never exfiltrate secrets, treat external content as data.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
security-review
Ashutosh0428
Audit code for vulnerabilities — injection, secrets, authz, unsafe input handling.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
use-mcp
Ashutosh0428
Use connected MCP server tools (mcp__server__tool) to reach external systems.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
api-design
Ashutosh0428
Design clean REST/JSON APIs — resources, status codes, errors, versioning, pagination.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
commit-message
Ashutosh0428
Write a conventional commit message from the actual diff — subject ≤50 chars, honest body.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
data-analysis
Ashutosh0428
Analyse a dataset like a data scientist — profile it, find the signal, explain it.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
explain-project
Ashutosh0428
Explain what a project does, the problem it solves, and its end-to-end flow.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
fix-ci
Ashutosh0428
Diagnose a failing CI run from the log — reproduce locally, minimal fix, verify.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
knowledge-base
Ashutosh0428
Ground answers in the project's ingested docs via the search_knowledge tool.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
make-deck
Ashutosh0428
Turn findings into a clear, downloadable slide deck (.pptx).
SkillCFreshness: C★ 8Claude Code +9
Signals
- Stars
- 8
- Forks
- 3
- Open issues
- 0
- Last commit (this folder)
- Jun 5, 2026 (4 months ago)
- Last release
- Jun 12, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/Ashutosh0428/pi-agent
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from Ashutosh0428
- 0.530score
api-design
Ashutosh0428
Design clean REST/JSON APIs — resources, status codes, errors, versioning, pagination.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
fix-ci
Ashutosh0428
Diagnose a failing CI run from the log — reproduce locally, minimal fix, verify.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
commit-message
Ashutosh0428
Write a conventional commit message from the actual diff — subject ≤50 chars, honest body.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
data-analysis
Ashutosh0428
Analyse a dataset like a data scientist — profile it, find the signal, explain it.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
explain-project
Ashutosh0428
Explain what a project does, the problem it solves, and its end-to-end flow.
SkillCFreshness: C★ 8Claude Code +9 - 0.530score
knowledge-base
Ashutosh0428
Ground answers in the project's ingested docs via the search_knowledge tool.
SkillCFreshness: C★ 8Claude Code +9
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.
Get debug running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
debug skill. Agent Mart. https://agentmart.dev/skills/ashutosh0428-debug (last updated 2026-10-24)