Skip to content
Agentmart
Submit a tool

api-bootstrapper-debug-issue

Debug issues with a reproduce-first, test-first workflow.

Skill by ranog

IndexedMIT★ 2
Write a review

Chalk Labs

Need help deploying api-bootstrapper-debug-issue?

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.

Book a call

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/ranog-api-bootstrapper-debug-issue

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.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Debug issues with a reproduce-first, test-first workflow. Use when the user reports a bug or unexpected behavior and wants a safe fix.

Use cases: backend, testing, productivity

No 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/api-bootstrapper-debug-issue

What's inside

Skill name
api-bootstrapper-debug-issue
Description
Debug issues with a reproduce-first, test-first workflow. Use when the user reports a bug or unexpected behavior and wants a safe fix.
License
MIT
Instructions
45 lines in SKILL.md · view on GitHub

Files (2)

  • SKILL.md
  • parameters-and-errors.md · references/

SKILL.md (first lines)

# API Bootstrapper Debug Issue

Use this skill to investigate bugs with controlled scope and test-first correction.

## Inputs

- `symptom`: User-visible failure description.
- `path`: Optional module or command scope.
- `test_scope`: Preferred level (`unit`, `integration`, or `auto`). Default to `auto`.

## Execution Contract

1. Clarify reproducibility target:
- Failing command, function call, or scenario.
- Expected behavior versus current behavior.

2. Reproduce the issue using the smallest viable command or test.

3. Create or adjust a test that fails for the current bug.

4. Before mutating production code, require explicit confirmation. Show:
- Failing test evidence.
- Planned fix scope.
- Prompt: `Proceed? (yes/no)`.

5. Implement the smallest fix to satisfy the failing test.

6. Validate:
- Failing test now passes.
- Relevant nearby tests still pass.

7. Report:
- `Root cause`
- `Files changed`
- `Tests added/updated`
- `Validation commands and results`

## Command Examples

```bash
pytest tests/unit/path/to/test_file.py -k bug_keyword
pytest tests/integration/path/to/test_flow.py
pytest -k failing_scenario
```

From ranog/api-bootstrapper-cli, MIT.

More from ranog/api-bootstrapper-cli

Signals

Stars
2
Forks
0
Open issues
0
Last commit (this folder)
Mar 16, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026).

Details

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

More from ranog

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 api-bootstrapper-debug-issue 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.

Goes to the Chalk Labs founders, not the newsletter. Privacy

Need help deploying api-bootstrapper-debug-issue?

CallGet help
Cite this page

api-bootstrapper-debug-issue skill. Agent Mart. https://agentmart.dev/skills/ranog-api-bootstrapper-debug-issue (last updated 2026-10-24)