Agent-Skills.md

Agent Skills: Skills Router

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.

UncategorizedID: zpankz/mcp-skillset/skills-router

Repository

zpankz/mcp-skillset
Zpankz
12

Install this agent skill to your local

pnpm dlx add-skill https://github.com/Zpankz/mcp-skillset/tree/HEAD/skills-router

Skill Files

Browse the full folder contents for skills-router.

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skills-router/SKILL.md

Skill Metadata

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