Project Wisdom Library

Welcome to the Project Wisdom Library The centralized, AI-driven archive for conceptual distillations, investigations, and epistemic history. This repository is designed for Issue-Driven autonomous agent operation, moving beyond simple data storage to capture the "Wisdom" and "Paradigm Shifts" of your projects.

Core Principles

• Holistic System Thinking: We analyze connections, not just components.
• Epistemic History: We capture why decisions were made, not just what changed.
• The Wisdom Ladder: We systematically climb from Data (Level 1) to Wisdom (Level 4).

How to Use This Library

1. Vision Owner (Human): Trigger the System

1. File an Issue: Use [Intake] for investigations or [Task] for backlog items.
2. Assign: Assign the Issue to Copilot (or your connected AI Agent).
   • The Assignment is the Trigger.

2. System Owner (Agent): Execute the Mandate

The Agent automatically picks up the assigned Issue.

1. Read: The Agent reads the "System Owner Instructions" embedded in the Issue.
2. Profile: The Agent scans the Target Repository provided in the form.
3. Execute: The Agent climbs the Wisdom Ladder (Architecture $\to$ Forensics $\to$ Wisdom).
4. Deliver: The Agent submits a Pull Request with the results.

2. For AI Agents (System Owners)

Do not chat. Execute the mandate.

1. Trigger: Watch for new Issues with the label investigation.
2. Execution: Follow the Automation Guide.
   • Parse the Issue.
   • Establish the Wisdom Ladder.
   • Execute Analysis.
   • Generate Artifacts (Protocol Compliant).
   • Update Catalogue.
3. Delivery: Submit a Pull Request with the results.

Repository Structure

project-wisdom-library/
├── atomic/             # Level 1-2: Hard Facts & Forensics
├── distillations/      # Level 4: Wisdom & Paradigms
├── process_memory/     # Level 3: Epistemic History (JSON Protocol)
├── backlog/            # Strategic & Tactical Actions
├── catalogue/          # The Knowledge Graph (Manifest)
├── templates/          # Standardized Input Patterns
└── docs/               # The System Manual (Workflow & Schemas)

Documentation Resources

• Automation Guide: The "Source of Truth" for Agent execution.
• Analysis Menu: The Wisdom Ladder definitions.
• Manifest Schema: The Data Structure & Mapping Protocol.