knowledge
Project Cortex - Structural Knowledge Injection for LLM
Installation
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
View source ↗GuidesSkill instructions
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
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Polish: Use
writerskill for linting
Scenario 4: User asks to write code (Python, Nix, etc.)
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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()
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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