SkillLayer

The Knowledge Crystallizer — A layer that captures AI session context and distills it into reusable, shareable .skill.md files.

What is this?

Skills are encoded context. The problem is not intelligence — it is context transfer. SkillLayer watches how experts work, identifies what is repeatable, and packages it into a format that anyone can use in any future AI session.

Core Flow

1. User selects past conversations about a recurring task
2. One-click distillation into a structured .skill.md file
3. Load the skill into any fresh AI session — start at week 6, not day 1

Project Structure

``` skilllayer/ ├── src/ # MCP server source code │ ├── tools/ # MCP tool implementations │ ├── distillation/ # Core distillation engine │ └── privacy/ # PII scrubbing layer ├── prompts/ # Distillation prompt versions ├── docs/ # Technical documentation │ └── skill-schema.md # .skill.md format specification ├── tests/ # Test suite └── examples/ # Example .skill.md files ```

Status

Pre-MVP — Validation phase

License

MIT