How borghei/claude-skills works
Claude Skills is a cross-domain library of AI-assisted workflows, runnable tools, expert personas, and installable skill bundles. Users discover skills through the site or CLI, then try them in an AI chat or install them for a supported assistant; the assistant uses the selected skill to produce workflow outputs. The README documents broader capabilities such as compliance packs, orchestration patterns, and evaluation rubrics. Sampled source confirms CLI routing, manifest-backed search, site filtering, and examples of standalone tools; connections among unsampled skill content and personas are documented capabilities, not inferred code calls.
Main entry points: index.js CLI entry · engineering Skill library · commands Install/update commands · rag-architect Runnable tools
Components 20
Skill discovery
- Web catalog
site - Site search/filter
site/js/main.js - CLI entry
cli/src/index.js - CLI search
cli/src/commands/search.js - Skill manifest
cli/src/manifest.js - Install/update commands
cli/src/commands
Skills and tools
- Skill library
engineering - Domain skills
business-growth - Runnable tools
engineering/rag-architect - Expert personas
c-level-advisor - Role bundles
- RAG design tool
engineering/rag-architect/rag_pipeline_designer.py
Assistant usage
- AI assistant
- Skill-guided workflow
- Workflow outputs
- Agent orchestration
standards
Workflow quality
- Scoring rubrics
evals - Rubric evaluator
evals/engine.py - Retrieval evaluation
engineering/rag-architect/retrieval_evaluator.py
Other components
- User
Connections 20
- User → Web catalog: browses skills
- Web catalog → Site search/filter: filters cards
- User → CLI entry: runs command
- CLI entry → CLI search: dispatches search
- CLI search → Skill manifest: loads skills
- User → Install/update commands: requests install
- CLI entry → Install/update commands: dispatches command
- User → Skill library: selects skill
- Skill library → Domain skills: organizes workflows
- User → AI assistant: tries or installs
- AI assistant → Skill-guided workflow: uses skill
- Skill library → Skill-guided workflow: guides workflow
- Skill-guided workflow → Workflow outputs: produces results
- Expert personas → Skill-guided workflow: combines skills
- Role bundles → Install/update commands: guides installation
- Agent orchestration → Skill-guided workflow: defines patterns
- Scoring rubrics → Rubric evaluator: supplies criteria
- User → Rubric evaluator: evaluates artifact
- Runnable tools → RAG design tool: includes tool
- Runnable tools → Retrieval evaluation: includes tool