Skills

13 production-ready skills for AI agents. Each owns one domain and composes cleanly with others.

Domain Separation

Skills from different domains compose without conflict. Skills from the same domain follow precedence rules defined in the SIP Framework.

By Domain

Voice

Skill	Description	Triggers
Blogger	Authentic personal-voice writing. Raw, unpolished, stream-of-consciousness prose.	/blog, "write a blog", "write like me"

Density

Skill	Description	Triggers
Caveman	Ultra-terse communication. Cuts token usage ~75%.	/caveman, "talk like caveman", "less tokens"
Compress	File compression. 4 intensity levels. Preserves all meaning.	/compress, "compress this", "reduce tokens"

Craft

Skill	Description	Triggers
Painter	Max pro UI/UX design with WebGPU/shader support. Animation, color, typography, GPU effects. 22+ commands.	/painter, "make it look pro", "fix the ui", "gpu effects", "particle system"
Harden	Production-harden code for 1M+ users. Caching, rate limiting, graceful shutdown.	"harden my code", "prepare for launch", "make it scalable"

Process

Skill	Description	Triggers
Memory	Persistent context engine. Daily journal rotation, manifest indexing, identity tracking.	Startup (mandatory), "I like X", "Here is my key"
ML Engine	TPU-first ML research. Distributed training, MoE, Pallas kernels. 12+ commands.	/ml, TPU mentions, distributed training
Postmortem	Blameless incident documentation. 5 Whys, action items.	/postmortem, "incident review", "what broke and why"
Refactor	Restructure messy codebases into clean, modular architecture.	"refactor my project", "clean up my code", "split this file"
Skill Creator	Meta-skill for creating, auditing, and improving other skills.	/create-skill, "make a skill", "turn this into a skill"

Content

Skill	Description	Triggers
Documenter	Comprehensive documentation. Examples, guides, API references.	"document this", "write docs", "create documentation"
Researcher	Deep web research. Diverse sources, cross-referencing, synthesis.	"research X", "find info about Y", "what's the latest on Z"
Learn	Structured study plans and topic guides. Exam prediction, panic mode.	"teach me X", "study plan for Y", "I'm cooked"

Quick Comparison

Skill	Domain	Lines	Complexity	Use When
Blogger	Voice	~2000	High	Personal-voice writing
Caveman	Density	~200	Low	Token efficiency
Compress	Density	~600	Medium	File compression
Documenter	Content	~1400	High	Technical docs
Harden	Craft	~300	Medium	Production readiness
Learn	Content	~500	Medium	Study guides & exams
Memory	Process	~400	Medium	Session continuity
ML Engine	Process	~800	High	ML research
Painter	Craft	~1200	High	UI/UX design
Postmortem	Process	~300	Low	Incident response
Refactor	Process	~250	Low	Code restructuring
Researcher	Content	~600	Medium	Web research
Skill Creator	Process	~500	Medium	Skill development

Composition Examples

Terse Technical Writing

/blog technical + /caveman lite

Blogger writes technical post, caveman compresses it.

Production-Ready Code

/refactor → /harden

Refactor establishes structure, harden adds production patterns.

Comprehensive Docs

/documenter + /researcher

Researcher gathers context, documenter structures it into docs.

Incident Response

/postmortem → /compress

Postmortem generates report, compress shrinks it for storage.

ML Research

/ml-engine + /researcher

Researcher finds prior work, ml-engine implements experiments.

Getting Started

1. Pick a skill — start with one that matches your immediate need
2. Read its docs — understand commands, options, boundaries
3. Try it solo — use it alone first to understand its behavior
4. Compose gradually — add other skills one at a time
5. Check domains — ensure skills don't conflict (different domains = safe)

Next Steps

• Getting Started — basics of using skills
• SIP Framework — how skills compose
• Creating Skills — build your own