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Skillv1.0.0

squirrel

Full-cycle AI coding skill: plans, builds, tests, lints, fixes bugs, and writes production-grade docs. Auto-detects project state and adapts its 8-phase pipeline.

by sickn33(0) 0 installs
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About

Imported from sickn33/agentic-awesome-skills (skills/squirrel/SKILL.md). Install upstream with npx skills add sickn33/agentic-awesome-skills --skill squirrel. Copyright stays with the author (Apache-2.0).

Squirrel — Full-Cycle Software Development Skill

Overview

Squirrel is a full-cycle AI coding skill that works across 9 AI coding agents. It auto-detects project state (greenfield, in-progress, or mature) and adapts its 8-phase engineering pipeline accordingly. Instead of a one-size-fits-all workflow, it figures out where the project actually is and jumps in at exactly the right point.

When to Use This Skill

  • Use when starting a new project from scratch (greenfield)
  • Use when improving an existing codebase (in-progress or mature)
  • Use when fixing bugs, adding features, or refactoring
  • Use when adding tests, linting, or CI/CD to a project
  • Use when writing production-grade documentation
  • Use when the user says "build me", "fix this", "squirrel this project", or any multi-step development task

How It Works

Step 0: Detect Mode

Squirrel classifies the project directory:

Signal Mode Entry Point
Empty directory Greenfield All 8 phases from scratch
Source files, no tests/docs In-Progress Audit first, then improve
Source + tests + CI + README Mature Targeted improvements
"fix this bug / add feature" Targeted Scoped work only

The 8-Phase Pipeline

  1. Discover — Understand the project (audit existing code or gather requirements)
  2. Plan — Concrete task list with dependencies and done-criteria
  3. Build — Write or modify code (parallel sub-agents when supported)
  4. Test — Run existing tests, write new ones, 70%+ coverage target
  5. Bug Hunt — Static analysis + manual review
  6. Polish — Lint, format, type check, remove dead code
  7. Document — README + inline docs (update existing, don't overwrite)
  8. Ship — Final checklist: tests green, no secrets, CI configured

Failure Recovery (3-Strike Rule)

  1. Strike 1: Fix the specific error. Run tests. Move on.
  2. Strike 2: Re-read the code. Try a different approach.
  3. Strike 3: STOP. Revert. Document what failed. Ask the user.

Examples

Example 1: Build a REST API

> build me a REST API for a todo app with TypeScript and Express

Squirrel auto-detects greenfield mode and runs all 8 phases.

Example 2: Fix a bug

> fix this bug in src/auth/login.py

Squirrel enters targeted mode — abbreviated audit, scoped fix, verify.

Example 3: Improve existing project

> squirrel this project — add tests, fix lint errors, write README

Squirrel audits the existing codebase, then applies phases 4-8.

Best Practices

  • Respects existing code — matches naming conventions, test framework, import style, and architecture
  • Reads 2-3 similar files before writing a new one
  • Never suppresses type errors with as any or @ts-ignore
  • Never deletes failing tests to "pass"
  • Never leaves code in a broken state

Platform Compatibility

Squirrel works on: Claude Code, Codex, Cursor, Antigravity, Gemini CLI, GitHub Copilot, Windsurf, OpenCode, Aider (9 total).

Install with:

# Universal installer
npx skills add flyingsquirrel0419/squirrel-skill

Limitations

  • Does not replace environment-specific validation or expert review
  • CI/CD templates are starting points, not drop-in guarantees
  • Parallel sub-agent execution depends on platform support

Related Skills

  • @brainstorming - For planning before implementation
  • @test-driven-development - For TDD-oriented workflows
  • @systematic-debugging - For methodical problem-solving

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml
targets:
  - https://api.opensmartroute.ai/api/v1/registry/sickn33-agentic-awesome-skills-squirrel/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

sickn33-agentic-awesome-skills-squirrel.ocm.jsonjson
{
  "ocm": "1",
  "id": "sickn33-agentic-awesome-skills-squirrel",
  "kind": "skill",
  "name": "squirrel",
  "description": "Full-cycle AI coding skill: plans, builds, tests, lints, fixes bugs, and writes production-grade docs. Auto-detects project state and adapts its 8-phase pipeline.",
  "publisher": "sickn33",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "coding"
    ],
    "tags": [
      "skill-md",
      "development",
      "testing",
      "planning",
      "code-review",
      "documentation",
      "ci-cd",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Full-cycle AI coding skill: plans, builds, tests, lints, fixes bugs, and writes production-grade docs. Auto-detects project state and adapts its 8-phase pipeline."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/sickn33/agentic-awesome-skills",
      "path": "skills/squirrel/SKILL.md",
      "ref": "HEAD",
      "url": "https://github.com/sickn33/agentic-awesome-skills/blob/HEAD/skills/squirrel/SKILL.md",
      "key": "sickn33/agentic-awesome-skills/skills/squirrel/SKILL.md"
    },
    "license": "Apache-2.0"
  },
  "instructions": "# Squirrel — Full-Cycle Software Development Skill\n\n## Overview\n\nSquirrel is a full-cycle AI coding skill that works across 9 AI coding agents. It auto-detects project state (greenfield, in-progress, or mature) and adapts its 8-phase engineering pipeline accordingly. Instead of a one-size-fits-all workflow, it figures out where the project actually is and jumps in at exactly the right point.\n\n## When to Use This Skill\n\n- Use when starting a new project from scratch (greenfield)\n- Use when improving an existing codebase (in-progress or mature)\n- Use when fixing bugs, adding features, or refacto",
  "cost": {
    "context_tokens": 881
  }
}

Fetch it by URL: GET /api/v1/registry/sickn33-agentic-awesome-skills-squirrel/manifest?version=1.0.0

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