Orchestrate and monitor a full attested release of rlm-rs end-to-end: release-prep PR, tag, attested binaries + SBOM, crates.io Trusted Publishing with .crate attestation, Homebrew propagation, and independent workstation verification. Use this skill whenever the user invokes /release v or /release patch|minor|major…
Use Catsu for unified, high-performance embedding API calls across 11 providers (OpenAI, VoyageAI, Cohere, Jina, Mistral, Gemini, Together AI, Mixedbread, Nomic, DeepInfra, Cloudflare) through a single consistent interface. Covers model selection and discovery, automatic retry with exponential backoff, cost and token…
Use Chonkie for fast, lightweight text chunking in RAG pipelines. Covers all 11 chunker types (Token, Fast, Sentence, Recursive, Semantic, Late, Code, Neural, Slumber, Table, TeraflopAI), the Pipeline API for chaining fetch→process→chunk→refine→export→store workflows, embeddings refineries, vector DB handshakes…
Use Mandex (mx) to search and manage offline documentation packages for AI agents. Covers pulling docs from CDN, full-text search with BM25 + optional ONNX semantic reranking, building custom .mandex packages from markdown, project-level dependency sync, and multi-agent integration (Claude Code, Cursor, Codex). Use…
Improve content and workflows for users with varied attention, memory, and executive function profiles. Use when user asks to 'simplify content', 'reduce cognitive load', 'improve readability', 'chunk content', 'make accessible for ADHD', 'help with focus'.
This skill should be used when the user asks about "chunking strategies", "how to chunk a file", "semantic vs fixed chunking", "chunk size selection", "overlap settings", or needs guidance on selecting the appropriate chunking approach for RLM processing.
This skill should be used when the user asks to "process a large file", "analyze document exceeding context", "use RLM", "recursive language model workflow", "chunk and analyze a file", "handle long context", or needs to work with documents too large to fit in the context window. Orchestrates the full RLM loop using…