- name
- skills-router
- description
- Routes tasks to skills in skill-db and skill-library using semantic discovery. Triggers on specialized skill requirements, domain-specific tasks, or explicit skill requests. Uses skill-discovery, mcp-skillset, and skill-rag-router for semantic matching.
Skills Router
Routes tasks to appropriate skills using semantic discovery across skill databases.
Skill Databases
| Database | Location | Count | Purpose |
|---|
| skill-db | ~/.claude/skill-db/ | 67+ | Primary skill source |
| skill-library | ~/.claude/skill-library/ | 48+ | Heavy/categorized skills |
| skills (active) | ~/.claude/skills/ | Variable | Currently loaded skills |
Skill Categories
Reasoning Skills (skill-db)
| Skill | Triggers | Purpose |
|---|
think | think, analyze, mental-model | Cognitive enhancement |
reason | decompose, understand, break-down | Recursive decomposition |
AoT | prove, atomic, formal | Atom of Thoughts |
urf | universal, multi-scale, complex | Universal Reasoning |
ontolog | holarchic, holons, ontology | Holarchic reasoning |
telos | physiology, biological, teleological | Teleological analysis |
qp | quantitative, calculate, physiological | Quantitative physiology |
Development Skills (skill-db)
| Skill | Triggers | Purpose |
|---|
terminal | tui, cli, terminal-ui | Terminal UI design |
component | command, agent, config | Claude Code components |
mcp-builder | mcp, server, protocol | MCP development |
dspy | dspy, prompts, optimize | DSPy optimization |
Research Skills (skill-db)
| Skill | Triggers | Purpose |
|---|
deep-research | research, thorough, citations | 7-phase research |
notebooklm | notebook, query, audio | NotebookLM integration |
skill-discovery | find skill, discover, browse | Skill discovery |
Context Skills (skill-db)
| Skill | Triggers | Purpose |
|---|
context-orchestrator | context, lifelog, ltm, limitless, pieces | Three-CLI context extraction |
limitless-cli | pendant, personal memory, graph sync, extraction pipeline | Limitless CLI project development |
Heavy Skills (skill-library)
| Skill | Triggers | Purpose |
|---|
dialectical | persuade, thesis, synthesis | Dialectical writing |
critique | evaluate, lens, adversarial | Multi-lens critique |
constraints | deontic, rights, permissions | Formal constraints |
saq | saq, exam, model-answer | SAQ generation |
mega | complex, n-superhypergraph | Meta-architecture |
textbook-grounding | textbook, citations, syntopical | Textbook grounding |
Routing Logic
# Semantic skill search
ck --sem "{query}" ~/.claude/skill-db/ --top-k 5
# Skill discovery metasystem
# (Invokes skill-discovery skill)
# mcp-skillset (when available)
mcp-skillset search "{query}"
Decision Tree
Skill Task Detected
│
├── Reasoning/Thinking?
│ ├── Cognitive? → think
│ ├── Formal proof? → AoT
│ ├── Decomposition? → reason
│ └── Complex system? → urf | mega
│
├── Development?
│ ├── Terminal UI? → terminal
│ ├── MCP server? → mcp-builder
│ └── Claude component? → component
│
├── Research?
│ ├── Deep dive? → deep-research
│ ├── Skill finding? → skill-discovery
│ └── NotebookLM? → notebooklm
│
├── Context Extraction?
│ ├── Personal/lifelog? → context-orchestrator → limitless
│ ├── Documentation? → context-orchestrator → research
│ ├── Local code/LTM? → context-orchestrator → pieces
│ └── Limitless CLI development? → limitless-cli
│
├── Writing?
│ ├── Persuasive? → dialectical
│ ├── SAQ/Exam? → saq | textbook-grounding
│ └── Critique? → critique
│
├── Data/Graph?
│ ├── Knowledge graph? → hkgb | ontolog
│ ├── Batch processing? → process | obsidian-batch
│ └── Graph reasoning? → mega | graph
│
└── Domain-specific?
├── Physiology? → telos | qp
├── Scientific? → rct-appraisal
└── Code quality? → code-skills/*
Skill Loading Protocol
progressive_loading:
level_0: Read SKILL.md frontmatter only
level_1: Read full SKILL.md
level_2: Load references/*.md
level_3: Load scripts/ and full capability
load_triggers:
- Explicit skill invocation
- Semantic match > 0.7
- Domain keyword match
- User request
Integration
- skill-discovery: Semantic skill search
- skill-rag-router: GraphRAG-based routing
- mcp-skillset: MCP skill discovery
- ck: Semantic code search for skill content
Quick Reference
# Find skill semantically
ck --sem "formal reasoning proof" ~/.claude/skill-db/
# Load skill progressively
1. Check skill-db/{skill}/SKILL.md
2. If not found, check skill-library/{skill}/SKILL.md
3. Load frontmatter, then full skill on demand
# Skill invocation
/skill_name or invoke via Skill tool
