# TODO.md Triage Instructions

## What's New

TODO.md now contains two major sections ready for triage:

1. **Feature Gaps & Limitations** — 40+ specific gaps identified in the codebase
2. **UOK Self-Evolution Research** — 10 prioritized improvements for SF's self-evolution capabilities

## How to Triage

When you have Node 26.1.0+ available:

```bash
cd /home/mhugo/code/singularity-forge

# Run the triage command
sf todo triage

# Or if using npm/nvm
nvm use 26
npm exec sf -- todo triage
```

## What Triage Does

The triage tool will:
1. Parse TODO.md
2. Extract items into structured `.sf/triage/` artifacts
3. Propose categorization and priorities
4. Show you a review interface
5. Either commit to backlog or reset TODO.md to empty dump inbox

## Key Items to Watch For

The UOK Self-Evolution section has **3 high-impact quick wins** (8-10 days total):

1. Close self-report feedback loop [9/10 impact, 2-3 days]
2. Activate continuous model learning [8/10 impact, 3-4 days]  
3. Automate knowledge injection [7/10 impact, 2-3 days]

These should be prioritized if you want to activate SF's learning loop.

## Full Research Report

See: `/home/mhugo/snap/copilot-cli/38/.copilot/session-state/2514fa98-076d-48d2-a1f9-c3fd77c4a82a/research/is-our-uok-the-best-for-a-self-evolving-coder-what.md`

This contains:
- Executive summary
- Detailed analysis of UOK implementation vs. documentation
- 10 improvement suggestions with feasibility assessment
- Competitive analysis (vs. other orchestration systems)
- 15+ citations to code and design docs