project-analysis

Analyze Project Skill

Analyze the current project and store facts about it in long-term memory.

Workflow

1. Read key project files to understand the tech stack
2. Extract facts about languages, frameworks, tools, conventions
3. Store facts using memory.store_extraction

Files to Read

Read these files (if they exist) to understand the project:

Package/Dependency Files

• Gemfile - Ruby dependencies (Rails, RSpec, etc.)
• package.json - JavaScript/TypeScript dependencies
• pyproject.toml or requirements.txt - Python dependencies
• Cargo.toml - Rust dependencies
• go.mod - Go dependencies
• pom.xml or build.gradle - Java dependencies

Configuration Files

• README.md - Project overview and setup instructions
• tsconfig.json - TypeScript configuration
• .eslintrc* or eslint.config.* - ESLint configuration
• .prettierrc* - Prettier configuration
• .rubocop.yml or .standard.yml - Ruby linting
• Dockerfile - Container configuration
• .github/workflows/*.yml - CI/CD configuration

Convention Files

• .editorconfig - Editor configuration
• CLAUDE.md or AGENTS.md - AI assistant instructions

What to Extract

Look for and store facts about:

Category	Predicate	Examples
Languages	uses_language	Ruby, TypeScript, Python, Go, Rust
Frameworks	uses_framework	Rails, React, Next.js, Django, FastAPI
Tools	uses_tool	RSpec, Jest, ESLint, Prettier, Docker
Databases	uses_database	PostgreSQL, MySQL, Redis, MongoDB
Package Manager	uses_package_manager	Bundler, npm, pnpm, Poetry, Cargo
CI/CD	uses_ci	GitHub Actions, CircleCI, GitLab CI
Conventions	has_convention	EditorConfig, 2-space indentation

Example Analysis

After reading Gemfile:

source 'https://rubygems.org'
gem 'rails', '~> 7.0'
gem 'pg'
gem 'rspec-rails', group: :test

Store these facts:

{
  "entities": [
    {"type": "language", "name": "Ruby"},
    {"type": "framework", "name": "Rails"},
    {"type": "database", "name": "PostgreSQL"},
    {"type": "tool", "name": "RSpec"}
  ],
  "facts": [
    {
      "subject": "repo",
      "predicate": "uses_language",
      "object": "Ruby",
      "quote": "Gemfile present",
      "strength": "stated"
    },
    {
      "subject": "repo",
      "predicate": "uses_framework",
      "object": "Rails",
      "quote": "gem 'rails', '~> 7.0'",
      "strength": "stated"
    },
    {
      "subject": "repo",
      "predicate": "uses_database",
      "object": "PostgreSQL",
      "quote": "gem 'pg'",
      "strength": "stated"
    },
    {
      "subject": "repo",
      "predicate": "uses_tool",
      "object": "RSpec",
      "quote": "gem 'rspec-rails'",
      "strength": "stated"
    },
    {
      "subject": "repo",
      "predicate": "uses_package_manager",
      "object": "Bundler",
      "quote": "Gemfile present",
      "strength": "stated"
    }
  ]
}

Best Practices

1. Check what exists first: Use memory.recall with broad query like "uses" to see existing facts
2. Don't duplicate: Skip facts that are already stored
3. Include quotes: Reference the specific line or file where you found the information
4. Use stated strength: For explicit declarations in config files
5. Be selective: Only store durable, useful facts—not every dependency

Scope

• Use scope_hint: "project" for project-specific facts (default)
• Use scope_hint: "global" for user preferences found in global config files