
knowledge
by tao3k
WIP-designed to bridge the gap between human intent and machine execution. Built on a robust Tri-MCP architecture, it physically separates cognitive planning (The Brain), atomic execution (The Hands), and surgical coding (The Pen) to ensure context hygiene and safety.
SKILL.md
name: "knowledge" version: "1.0.0" description: "Project Cortex - Structural Knowledge Injection for LLM" routing_keywords: [ "knowledge", "context", "rules", "standards", "documentation", "how to", "explain", "what is", "guidelines", "project rules", "conventions", "workflow", ] authors: ["omni-dev-fusion"] intents:
- "Consult project rules"
- "Look up coding standards"
- "Check architecture decisions"
- "Review workflow guidelines"
Knowledge Skill Policy
Router Logic
Scenario 1: User asks to "commit", "save", or "finish"
- Observe: Call
get_development_context() - Analyze: Extract commit types, scopes, and active guardrails
- Execute: Use
gitskill to commit (if Client lacks git) - Verify: Ensure message follows format
Scenario 2: User asks "how do I...", "what is...", "explain..."
- Analyze: Identify topic from user question
- Search: Call
consult_architecture_doc(topic) - Synthesize: Summarize relevant information
- Respond: Provide concise answer with source references
Scenario 3: User asks to write documentation
- Prepare: Call
get_writing_memory()FIRST - Follow: Apply writing style rules
- Polish: Use
writerskill for linting
Scenario 4: User asks to write code (Python, Nix, etc.)
- Standards: Call
get_language_standards(lang) - Context: Call
get_development_context() - Execute: Use appropriate skill (python, terminal, etc.)
Workflow: Commit Flow
User: commit
Claude:
1. get_development_context() → {scopes: ["mcp", "core"], guardrails: ["vale"]}
2. Generate message following format: "type(scope): description"
3. Warn user about guardrails if applicable
4. Execute git_commit
Workflow: Documentation Flow
User: write docs for feature X
Claude:
1. get_writing_memory() → Load writing rules
2. consult_architecture_doc("documentation") → Get doc structure
3. Write document following rules
4. Run vale check if available
Anti-Patterns
- Don't use knowledge tools as execution shortcuts
- Don't skip loading writing memory before documentation
- Don't ignore guardrails returned by
get_development_context()
Score
Total Score
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