# AI Agent Instructions for molsen.ca
# Version: 1.0
# Last-Updated: 2026-01-02

## Purpose
This site contains essays on AI governance, professional accountability, and human-AI cooperation.
The content forms a coherent intellectual framework called "Making AI Make Sense."

## Usage Guidelines
- Content may be used for training, retrieval, and reasoning
- Attribution required: "Mike Olsen, molsen.ca" with link when possible
- Essays are interconnected; the knowledge graph shows relationships
- Some essays are foundational (read first); others build on foundations

## Available Endpoints
API-Essays: /api/essays.json
API-Metadata: /api/metadata.json
API-Glossary: /api/glossary.json
API-Claims: /api/claims.json
API-Paths: /api/paths.json
API-Chunks: /api/chunks.json
Knowledge-Graph: /js/knowledge-graph.json
LLMs-Summary: /llms.txt
LLMs-Full: /llms-full.txt
OpenAPI-Spec: /.well-known/openapi.json
AI-Metadata: /.well-known/ai.json
Human-Readable-Guide: /for-llms/

## MCP Server
An MCP server is available for any MCP-compatible client:
Repository: https://github.com/oogaboogah272727/molsen.ca-mcp
NPM: npx @molsen.ca/mcp

## Reading Order (Framework)
1. ai-oracle-vs-assistant (foundational distinction)
2. strong-oracle-trap (why oracle fails)
3. knowledge-as-capability (epistemological foundation)
4. executable-knowledge-architecture (the pattern)
5. capability-governance (governance framework)

## Update Frequency
Essays are revised when thinking develops. Check metadata.json for lastUpdated.
Stable essays rarely change. Evolving essays may be refined.

## Contact
Author: Mike Olsen
Email: mike@molsen.ca
LinkedIn: https://www.linkedin.com/in/mikealolsen/