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GitHub Skill

knowledge

Project Cortex - Structural Knowledge Injection for LLM

tao3k☆ 7 Repository stars0 Repository forks

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

View source ↗Guides

Skill instructions

Knowledge Skill Policy

Router Logic

Scenario 1: User asks to "commit", "save", or "finish"
  1. Observe: Call get_development_context()
  2. Analyze: Extract commit types, scopes, and active guardrails
  3. Execute: Use git skill to commit (if Client lacks git)
  4. Verify: Ensure message follows format
Scenario 2: User asks "how do I...", "what is...", "explain..."
  1. Analyze: Identify topic from user question
  2. Search: Call consult_architecture_doc(topic)
  3. Synthesize: Summarize relevant information
  4. Respond: Provide concise answer with source references
Scenario 3: User asks to write documentation
  1. Prepare: Call get_writing_memory() FIRST
  2. Follow: Apply writing style rules
  3. Polish: Use writer skill for linting
Scenario 4: User asks to write code (Python, Nix, etc.)
  1. Standards: Call get_language_standards(lang)
  2. Context: Call get_development_context()
  3. 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()

Examples

Read the usage examples in the source repository.

View source ↗

Source history

Indexed on
2026-01-20
Index updated
2026-02-02
Branch
main

Index and sync dates describe this directory. View the source repository for code history.

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