Project Skill Creator

Project Skill Creator

Overview

Creating project-specific skills captures institutional knowledge and patterns that generic skills cannot provide.

This skill analyzes your project and creates specialized skills (e.g., project-architecture, project-conventions, project-testing) that document project-specific patterns, standards, and workflows that all agents and future developers should follow.

Core principle: Project-specific skills transform tribal knowledge into discoverable documentation.

REQUIRED BACKGROUND: Use writing-skills for skill creation methodology. This skill applies those principles to project-specific content.

When to Use

Use this skill when:

• User runs /cc:setup-project command
• User requests "create custom skills for my project"
• Project has unique architecture or patterns to document
• Team needs standardized conventions
• Onboarding new developers or agents

Do NOT use for:

• Generic patterns already covered by existing skills
• One-off projects without reusable patterns
• Projects still in early prototyping phase

Project-Specific Skills to Create

1. project-architecture

Purpose: Document and explain the system architecture

When to create: Always (if project has clear architecture)

Content:

• High-level architecture diagram/description
• Component responsibilities
• Data flow and interactions
• Key design decisions and trade-offs
• How to extend the architecture

Example trigger: "Use when implementing features, adding components, or understanding system design - documents THIS project's architecture, component responsibilities, and design patterns"

2. project-conventions

Purpose: Capture code style and naming conventions

When to create: If project has specific conventions beyond standard linters

Content:

• Naming conventions (files, classes, functions)
• Code organization patterns
• Import/export conventions
• Comment and documentation standards
• File/directory structure rules

Example trigger: "Use when writing new code in this project - enforces naming conventions, code organization, and style patterns specific to this codebase"

3. project-testing

Purpose: Document testing approach and patterns

When to create: If project has specific testing patterns

Content:

• Testing philosophy and requirements
• Test organization (unit/integration/e2e)
• Fixture patterns and test utilities
• Mocking strategies
• Coverage requirements
• Example test patterns from project

Example trigger: "Use when writing tests - follows THIS project's testing patterns, fixture conventions, and test organization structure"

4. project-deployment

Purpose: Document build, release, and deployment process

When to create: If project has specific deployment workflow

Content:

• Build process and commands
• Environment setup
• Deployment steps
• Release checklist
• CI/CD pipeline explanation
• Rollback procedures

Example trigger: "Use when deploying, releasing, or setting up environments - documents THIS project's build process, deployment steps, and release workflow"

5. project-domain

Purpose: Capture domain-specific knowledge

When to create: If project has unique business domain

Content:

• Domain terminology and glossary
• Business rules and constraints
• Domain models and relationships
• Common workflows and use cases
• Domain-specific patterns

Example trigger: "Use when implementing business logic or understanding domain concepts - documents THIS project's business domain, terminology, and domain-specific rules"

Project Analysis Workflow

Phase 1: Project Understanding

1. Architecture Discovery

Analyze project structure:

# Get overview of directory structure
ls -R | head -100

# Look for architecture documentation
find . -name "README*" -o -name "ARCHITECTURE*" -o -name "DESIGN*"

# Analyze directory organization
tree -d -L 3

Identify architectural patterns:

• Monolith vs microservices
• Layered architecture (presentation/business/data)
• Clean architecture (domain/application/infrastructure)
• MVC, MVVM, or other patterns
• Frontend architecture (components, state management)

2. Convention Discovery

Sample 10-15 files to find patterns:

• File naming: kebab-case, snake_case, PascalCase?
• Class naming conventions
• Function naming patterns
• Import organization
• Comment styles

3. Testing Pattern Discovery

Examine test files:

# Find test files
find . -name "*test*" -o -name "*spec*" | head -20

# Read sample tests to understand patterns

Identify:

• Test organization structure
• Fixture patterns
• Mocking approach
• Assertion style
• Test naming conventions

4. Deployment Process Discovery

Check for:

• CI/CD configuration (.github/workflows, .gitlab-ci.yml)
• Build scripts (package.json scripts, Makefile, justfile)
• Docker setup (Dockerfile, docker-compose.yml)
• Deployment documentation

Phase 2: Interactive Planning

CRITICAL: Present findings and proposed skills to user.

Create summary:

## Project Analysis Summary

**Architecture Pattern:** {discovered pattern}
**Key Components:**
- {component 1} - {purpose}
- {component 2} - {purpose}

**Conventions Found:**
- File naming: {pattern}
- Class naming: {pattern}
- Import organization: {pattern}

**Testing Approach:**
- Test organization: {structure}
- Fixture patterns: {description}
- Coverage: {requirements}

**Deployment:**
- Build process: {description}
- CI/CD: {platform and approach}

## Recommended Skills

I recommend creating these project-specific skills:

1. **project-architecture** - Document {architecture pattern} and component responsibilities
2. **project-conventions** - Capture {naming} and {organization} conventions
3. **project-testing** - Document {testing approach} and fixture patterns
4. **project-deployment** - Document {build process} and deployment steps

Should I create these skills?

Get user approval before proceeding.

Phase 3: Skill Generation

For each approved skill, follow writing-skills methodology:

1. Create Skill Directory

mkdir -p .claude/skills/project-{skill-name}

2. Generate SKILL.md

Use template:

---
name: project-{skill-name}
description: Use when {specific triggers} - {what this skill provides specific to THIS project}
---

# Project {Skill Name}

## Overview

{One paragraph explaining what this skill provides for THIS project}

**Core principle:** {Key principle from project}

## {Main Content Sections}

{Content specific to this skill type - see templates below}

## When NOT to Use

- {Situations where this skill doesn't apply}
- {Edge cases or exceptions}

## Examples from This Project

{2-3 concrete examples from actual project code}

## Common Mistakes

{Project-specific anti-patterns to avoid}

3. Populate with Project-Specific Content

For project-architecture:

## Architecture Overview

{High-level description}

**Pattern:** {Architecture pattern name}

## Component Responsibilities

### {Component 1}
**Location:** `{path}`
**Purpose:** {what it does}
**Dependencies:** {what it depends on}

### {Component 2}
{...}

## Data Flow

{How data moves through the system}

## Key Design Decisions

### Decision: {Decision name}
**Rationale:** {why this decision was made}
**Trade-offs:** {what we gave up}
**Alternatives considered:** {what else was considered}

## Extending the Architecture

When adding new features:
1. {Step 1 with specific guidance}
2. {Step 2}

{Include actual examples from project}

For project-conventions:

## File Naming

**Pattern:** {discovered pattern}

Examples from this project:
- {actual file 1}
- {actual file 2}

## Class/Component Naming

**Pattern:** {discovered pattern}

Examples:
```{language}
{actual code example 1}
{actual code example 2}

Import Organization

Pattern: {discovered pattern}

Standard import order:

{actual example from project}

Code Organization

Pattern: One {unit} per file

Example structure:

{actual directory tree from project}

Documentation Standards

{How comments and docs should be written}

Example:

{actual documented code from project}

**For project-testing:**
```markdown
## Testing Philosophy

{What project values in tests}

## Test Organization

{actual test directory structure}

**Unit tests:** `{location}` - {what they test}
**Integration tests:** `{location}` - {what they test}
**E2E tests:** `{location}` - {what they test}

## Fixture Patterns

{Describe how project uses fixtures}

Example from this project:
```{language}
{actual fixture code}

Test Naming

Pattern: {discovered pattern}

Examples:

• {actual test name 1}
• {actual test name 2}

Mocking Strategy

{How project handles mocking}

Example:

{actual mock code}

Coverage Requirements

{Project coverage standards}

Running Tests

{actual commands from project}

**For project-deployment:**
```markdown
## Build Process

**Command:** `{actual command}`

**Steps:**
1. {step 1 from actual build}
2. {step 2}

## Environment Setup

{How to configure environments}

## Deployment Steps

### Development
```bash
{actual deployment commands}

Production

{actual production deployment}

CI/CD Pipeline

{Describe actual CI/CD setup}

Stages:

1. {stage 1} - {what happens}
2. {stage 2} - {what happens}

Release Checklist

• {actual checklist item 1}
• {actual checklist item 2}

Rollback Procedure

{How to rollback in this project}

## Implementation Steps

**Use TodoWrite to create todos for each step:**

1. [ ] Analyze project architecture and structure
2. [ ] Discover naming and code conventions
3. [ ] Examine testing patterns and approach
4. [ ] Review deployment and build process
5. [ ] Identify domain-specific knowledge to capture
6. [ ] Create analysis summary
7. [ ] Present findings and proposed skills to user
8. [ ] Get user approval for skill creation
9. [ ] For each approved skill:
   - [ ] Create skill directory
   - [ ] Generate SKILL.md with frontmatter
   - [ ] Populate with project-specific examples
   - [ ] Include actual code from project
10. [ ] Confirm skills created with user

## Examples

### Example 1: FastAPI Project

**Analysis:**
- Clean Architecture (domain/application/infrastructure)
- Repository pattern for data access
- Dependency injection via FastAPI
- pytest with async support

**Skills Created:**

1. `project-architecture` - Documents Clean Architecture layers, repository pattern usage
2. `project-testing` - Documents pytest async patterns, fixture conventions
3. `project-deployment` - Documents Docker build, migrations, deployment to AWS

### Example 2: React Project

**Analysis:**
- Component-based architecture
- Custom hooks in `src/hooks/`
- Compound component patterns
- Vitest for testing

**Skills Created:**

1. `project-architecture` - Documents component structure, state management approach
2. `project-conventions` - Documents component naming, hook conventions, file organization
3. `project-testing` - Documents Vitest setup, testing-library patterns

## Quality Checklist

Before considering skills complete:

- [ ] All skills include actual code examples from project
- [ ] Frontmatter description includes specific triggers
- [ ] Content is project-specific (not generic advice)
- [ ] File paths and commands are exact (not placeholders)
- [ ] Examples are real code from the project
- [ ] "When NOT to Use" section included
- [ ] User has approved all skills
- [ ] Skills saved to `.claude/skills/project-{name}/`

## Common Mistakes

### ❌ Generic Content
Writing generic advice instead of project-specific patterns
**Fix:** Include actual code examples and exact file paths

### ❌ Placeholder Examples
Using generic placeholders like `{your-component}.tsx`
**Fix:** Use actual filenames and code from project

### ❌ Missing Context
Not explaining WHY patterns exist
**Fix:** Document decisions, trade-offs, and rationale

### ❌ Too Verbose
Creating encyclopedic documentation
**Fix:** Keep skills focused and scannable (< 500 lines)

### ❌ Skipping Approval
Generating skills without user review
**Fix:** Always present findings and get approval

## Integration with writing-skills

Follow these `writing-skills` principles:

- **Test-driven:** Verify skills help agents solve real tasks
- **Concise:** Target < 500 words for frequently-loaded skills
- **Examples over explanation:** Show actual project code
- **Cross-reference:** Reference other skills by name
- **Claude Search Optimization:** Rich description with triggers

## Skill Naming Convention

**CRITICAL:** Use `project-{name}` format:

- ✅ `project-architecture`
- ✅ `project-conventions`
- ✅ `project-testing`
- ✅ `project-deployment`
- ✅ `project-domain`
- ❌ `architecture-guide` (not discoverable as project-specific)
- ❌ `my-testing-patterns` (unclear scope)

The `project-` prefix ensures:
- Clear distinction from generic skills
- Consistent discovery pattern
- No naming conflicts

## Updating Skills

As project evolves, skills need updates:

**Triggers for updates:**
- Architecture changes
- New conventions adopted
- Testing approach evolves
- Deployment process changes

**Update workflow:**
1. Identify what changed
2. Update skill content
3. Add changelog note in skill
4. Test with real scenarios

## Storage Location

**All project-specific skills:** `.claude/skills/project-{name}/SKILL.md`

**Never store in:**
- `cc/skills/` (that's for generic CrispyClaude skills)
- Project source directories (not discoverable)
- Documentation folder (wrong tool for the job)