Dev & Coding
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.
Implement Feature
A dev workflow skill that turns an approved feature spec into architecture, code, tests, and a QA handoff package.
CI Audit (ci-audit)
Measures where GitHub Actions minutes and wait time actually go, then ships ranked fixes as small PRs with warm-cache before/after numbers.
Code Understand — Architecture Focus Map
Builds a ranked focus map of the load-bearing files, symbols and callers of an unfamiliar codebase, each with a file:line citation, before you change anything.
Blender Add-on (Extension) Development
A rulebook for building Blender 5.x extensions — manifest, registration, wheels, GPU drawing, CLI build and publishing.
Agent Teams
A playbook for running multiple Claude Code sessions as a lead-plus-teammates team with shared tasks, messaging, and file locks.
Auto Setup
Detects your project's stack and auto-configures lint, typecheck, test and format quality gates plus a Claude settings file.
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.
Chisle Audit
A read-only skill that scans a diff, file, or repo for both over-engineered code and bloated prose, returning a ranked list of what to cut.
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.
Compose Motion (Jetpack Compose Animation)
A practical guide skill for Jetpack Compose animation: API selection, spring tuning, gestures, and anti-patterns.
OpenSpec Explore Mode
Puts Claude into a no-code 'thinking partner' mode for exploring ideas, diagnosing problems, and clarifying requirements before implementation.
Accessibility Audit
A stack-agnostic WCAG 2.1 AA audit workflow that produces a prioritized accessibility report and remediation roadmap.