# Self-Improvement References

How skills learn from friction and improve their knowledge docs and processes.

## What's here

| File | Purpose | When to read |
|------|---------|--------------|
| `friction-reflection.md` | How to identify and record friction during tasks | At the end of any workflow, during reflection |
| `patch-workflow.md` | How to propose and apply improvements to knowledge docs | When running an improve workflow |

## When to use this module

- You just finished a task and are reflecting on friction (documentation or operational)
- You're running an improvement workflow
- You want to understand how self-improvement works in this system
- You noticed a scripting opportunity or context management issue

## Model guidance

- Recording friction: cheap model (templated)
- Deciding what friction is worth fixing: stronger model (judgment)
- Writing patches: depends on complexity of the change
