Skills for Agents

🎯

Domain-Specific

Each skill owns one aspect — voice, density, craft, or process. No overlap, no conflict.

🔗

Composable

Skills work together seamlessly. Caveman + Blogger = terse posts in authentic voice.

📐

SIP Framework

Skills Interoperability Protocol ensures every skill knows how to compose with others.

⚡

Production-Ready

Battle-tested skills for ML research, documentation, UI/UX, incident response, and more.

🎨

13 Skills Included

Blogger, Caveman, Compress, Documenter, Harden, Learn, Memory, ML Engine, Painter, Postmortem, Refactor, Researcher, Skill Creator.

🚀

Framework-Agnostic

Drop into any agent framework. Works with any LLM that supports system prompts.

Quick Example

bash

# Layered composition — both skills active simultaneously
/blog technical + /caveman lite
→ Blogger writes technical post, caveman compresses output

# Pipeline composition — sequential
/postmortem → /compress
→ Postmortem generates report → compress shrinks it

# Natural language
"Write a blog about the UI incident, make it terse"
→ blogger (voice) + caveman (density) + postmortem (content)

Why Skills?

Traditional AI prompts are monolithic — one giant instruction set that tries to do everything. When you need multiple capabilities, they conflict.

Skills solve this by:

Domain separation — each skill owns one aspect (voice, density, craft, process)

Explicit composition — skills declare what they yield to

Conflict resolution — SIP Framework provides precedence rules

Result: skills that compose without breaking each other.

Available Skills

Skill	Domain	What It Does
Blogger	Voice	Authentic personal-voice writing. Raw, unpolished, stream-of-consciousness.
Caveman	Density	Ultra-terse communication. Cuts token usage ~75%.
Compress	Density	File compression. 4 intensity levels. Preserves all meaning.
Documenter	Content	Comprehensive documentation. Examples, guides, API references.
Harden	Craft	Production-harden code for 1M+ users. Caching, rate limiting, graceful shutdown.
Memory	Process	Persistent context engine. Daily journal rotation, manifest indexing.
ML Engine	Process	TPU-first ML research. Distributed training, MoE, Pallas kernels.
Painter	Craft	Max pro UI/UX design. Animation, color, typography, accessibility.
Postmortem	Process	Blameless incident documentation. 5 Whys, action items.
Refactor	Process	Restructure messy codebases into clean, modular architecture.
Researcher	Content	Deep web research. Diverse sources, cross-referencing, synthesis.
Learn	Content	Structured study plans, topic guides, exam prediction, and active recall.
Skill Creator	Process	Meta-skill for creating, auditing, and improving other skills.

Skill

Domain

What It Does

Blogger

Voice

Authentic personal-voice writing. Raw, unpolished, stream-of-consciousness.

Caveman

Density

Ultra-terse communication. Cuts token usage ~75%.

Compress

Density

File compression. 4 intensity levels. Preserves all meaning.