/skill:recommend

Get personalized skill recommendations based on your project's detected tech stack. Matches against a curated catalog of vetted skills, with optional live marketplace search.

Quick Start

Copy/agileflow:skill:recommend

Detect your tech stack and show recommended skills from the curated catalog.

Parameters

Usage Examples

View all recommendations

Copy/agileflow:skill:recommend

Analyze your project dependencies and show matching skills by category.

Filter by keyword

Copy/agileflow:skill:recommend react

Show recommended skills matching "react" in name, description, or tags.

Search for specific technology

Copy/agileflow:skill:recommend testing

Find skills related to testing frameworks and tools.

How It Works

┌─────────────────────────────────────┐
│   /agileflow:skill:recommend       │
│                                    │
│ 1. Detect tech stack              │
│ 2. Match against skill catalog    │
│ 3. Filter already-installed       │
│ 4. Rank by relevance              │
│ 5. Show install commands          │
└─────────────────────────────────────┘

Step 1: Tech Stack Detection

Reads package.json and scans for project files:

• Node/JavaScript: package.json dependencies
• Python: requirements.txt, pyproject.toml
• Go: go.mod
• PHP: composer.json
• DevOps: Dockerfile, terraform/, k8s/
• CI/CD: .github/workflows/

Step 2: Skill Matching

Scores each skill in the curated catalog based on how many of the skill's tags match your detected stack.

Step 3: Filter Installed

Checks .claude/skills/ and excludes skills already installed.

Step 4: Display by Category

Shows recommendations grouped by category with relevance percentage.

Step 5: Install Commands

Each skill shows the exact npx skills add command for installation.

Skill Categories

The curated catalog (~60 skills) is organized in 6 categories:

Example Output

Detected Tech Stack
═══════════════════════════════════════
  Frameworks: react, next, typescript
  Databases: prisma, postgresql
  Testing: jest, playwright
  Styling: tailwind
  DevOps: github-actions, docker

Recommended Skills (12 matches)
═══════════════════════════════════════

Frontend
  ✓ next-best-practices (95% match)
    Next.js App Router, RSC, and data fetching
    Install: npx skills add vercel/next-skills

  ✓ react-best-practices (90% match)
    React patterns, hooks, and component architecture
    Install: npx skills add vercel/agent-skills

  ✓ tailwind-mastery (85% match)
    Tailwind CSS utility patterns and custom configurations
    Install: npx skills add anthropics/skills

Database
  ✓ prisma-orm (90% match)
    Prisma schema design, migrations, and query patterns
    Install: npx skills add mcpmarket/skills

  ✓ postgresql-advanced (75% match)
    PostgreSQL advanced queries and performance
    Install: npx skills add anthropics/skills

Testing
  ✓ jest-testing (85% match)
    Jest unit and integration testing patterns
    Install: npx skills add anthropics/skills

  ✓ playwright-automation (80% match)
    Playwright e2e testing and browser automation
    Install: npx skills add anthropics/skills

DevOps
  ✓ github-actions (75% match)
    GitHub Actions workflow design and optimization
    Install: npx skills add anthropics/skills

When to Use

Use skill recommendations for:

• Discovering skills matching your tech stack
• Finding best practices for frameworks you use
• Learning patterns for testing tools
• Setting up DevOps automation
• Finding security audit skills

Error Handling

No package.json Found

Could not detect tech stack (no package.json found).
You can still browse the marketplace:
  npx skills find
  npx skills search <your-technology>

No Matches Found

No curated skills match your tech stack.
Try searching the marketplace:
  npx skills search <your-technology>
  npx skills find

Installing a Skill

Once you see a recommended skill, install it with:

npmpnpmyarnbun
npx skills add vercel/next-skills
Copy

After installation, the skill appears in .claude/skills/ and is automatically excluded from future recommendations.

Broader Search

For skills beyond the curated catalog, use the live marketplace:

npmpnpmyarnbun
npx skills search <keyword>
Copy

Or browse all available skills:

npmpnpmyarnbun
npx skills find
Copy

Tech Stack Mapping

Common framework-to-tag mappings:

Related Commands

• /skill:list - View installed skills
• /skill:delete - Remove a skill