richfrem

Distills uncached files into the Recursive Language Model(RLM) Summary cache Ledger. You (the agent) ARE the distillation engine. Read each file deeply, write a high-quality 1-sentence summary, inject it via inject_summary.py. The purpose is if you read the full file once and produce a great summary once it will avoid the need to read the file every time you need to know what the script does or wh

Provides active execution protocols to rigorously audit how code, directory structures, and agent actions comply with the authoritative ecosystem specs. Trigger when validating new skills, plugins, or workflows.

This skill should be used when the user wants to "humanize this", "make this sound less AI", "rewrite this naturally", "remove AI patterns", "make this more conversational", "this sounds robotic", "edit for voice or tone", or pastes text that reads like LLM output (parallel structure in threes, em dashes, semicolons, hedging phrases, hollow affirmations). Also trigger for "make this sound like me"

A standard Spec-Kitty workflow routine.

Progressive-disclosure query against the Obsidian LLM wiki. Returns RLM summary first, expands to bullets, then full wiki node on demand. Use when looking up concepts, searching the wiki, or getting instant context from the knowledge graph.

Transforms raw source files registered in wiki_sources.json into Karpathy-style LLM wiki nodes inside the wiki-root. Generates concept pages, cluster pages, index, and table of contents. Use when building or rebuilding the wiki from raw content.

Specialized Quality Assurance Operator for documentation link integrity and scans. Automatically handles automated link validation, auditing, fixing, and repairing broken documentation links and docs paths across repositories, with guidance on when to commit changes.

Evaluates and improves the exploration-cycle skills, prompts, routing, and artifact quality using baseline-first, one-hypothesis iteration loops with keep-discard decisions and experiment ledgers.

End-to-end pipeline that transforms an undocumented vibe-coded prototype into a Spec Kit-compatible specification package and a Superpowers-ready implementation handoff, including characterization tests, domain extraction, architecture decisions, task breakdown, TDD strategy, worktree guidance, and certification reports.

Converts a document (.txt, .md, .pdf, .docx) into an RSVP (Rapid Serial Visual Presentation) token stream using the Spritz ORP formula. Invoked when a user wants to speed-read a file, generate a token stream at a target WPM, or prepare a Spritz/RSVP reading session.

A system architecture scaffolder designed to synthesize visual discoveries and interactive Q&A responses into comprehensive C4 and TOGAF specs.

Scaffold an agent skill with Docker runtime support