Dev & Coding
Architect — Design Before Code
A design-first workflow skill that sketches types, signatures, and module boundaries before implementation, then treats that sketch as a contract while the code fills in.
Architect — Sketch Before You Code
A design workflow skill that sketches types, signatures and module boundaries first, synthesizes multiple model perspectives, then fills in code against the agreed sketch.
Mamba Architecture (Selective State Space Models)
Hands-on skill for installing, running and benchmarking Mamba-1/Mamba-2 linear-complexity SSMs.
Implementing LLMs with LitGPT
A skill that walks you through loading, fine-tuning (LoRA/QLoRA), pretraining and deploying 20+ LLM architectures with Lightning AI's LitGPT.
TorchTitan Distributed LLM Pretraining
A skill that walks Claude through configuring and launching large-scale LLM pretraining with torchtitan — 4D parallelism (FSDP2/TP/PP/CP), Float8, and distributed checkpointing from 8 to 512+ GPUs.
Castmate — Right Model for the Right Job
Delegates a task to another AI coding CLI, or fans one prompt out to several models in parallel and synthesizes their independent opinions.
Batch Orchestration (large-scale parallel changes)
A workflow skill that decomposes repetitive, large-scale code changes into independent units and runs one parallel agent per isolated git worktree.
Compose Multiplatform Patterns
Gives Claude battle-tested Compose Multiplatform rules for expect/actual, shared resources, iOS/Android interop and cross-target performance.
Compose Graphics (M3 Expressive · AGSL · Canvas)
A deep reference for advanced Jetpack Compose visuals: M3 Expressive spring motion, AGSL shaders, and Canvas generative drawing with correct SDK/version gating.
Codex Plugin QA (codex-qa)
A QA harness that exercises the omo Codex plugin in a real codex app-server using an isolated CODEX_HOME and a local mock model, with hook firing proven by notifications.
Add a Product E2E Eval
A rulebook for adding or extending Paperclip's full-stack Product E2E eval workflows, fixtures, matchers, and evidence paths for local or Daytona runs.
Add Emacs Channel (NanoClaw)
An installer skill that wires an Emacs channel into NanoClaw over a local HTTP bridge, giving you a chat buffer and org-mode integration inside Emacs.
Add Codex Agent Provider (add-codex)
Installs OpenAI Codex (app-server) as a first-class agent backend for NanoClaw, switchable per group.
Add Atomic Chat Local-Model Tool (NanoClaw)
Wires a stdio MCP server into the NanoClaw agent-runner so the containerized agent can call local models served by the Atomic Chat desktop app.
Dead Code Removal Orchestrator
Scans a TypeScript project for unused code, confirms each candidate via LSP, then removes it through parallel per-file batches with atomic commits.
EGM Bootstrap (Repository README Contract Generator)
Walks a directory tree and auto-generates or repairs EGM-compliant READMEs documenting each package's interface, invariants, and side effects.
cc-hooks (Claude Code Hook Configurator)
Installs, repairs and tests Claude Code hooks so risky commands are blocked mechanically instead of by polite instructions.
BMad Ticket Manager
A BMad-native skill that slices initiatives into epics and stories, writes/refines tickets, and runs the whole board.