Applies abstract interpretation with interval, sign, congruence, octagon, and polyhedra domains to infer variable ranges and loop invariants without running the code.
Design, code and verify hash-seeded long-form generative artworks before minting on platforms like Art Blocks, Highlight or 256ART.
An author-facing reference for how Claude Code plugins, skills, commands, agents, and hooks actually behave, with verified contracts and re-verification commands.
A four-layer project-memory playbook: search GitHub Discussions, the decision journal, and ADRs via verified GraphQL/ripgrep commands before re-investigating anything.
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.
Hands-on skill for installing, running and benchmarking Mamba-1/Mamba-2 linear-complexity SSMs.
A skill that walks you through loading, fine-tuning (LoRA/QLoRA), pretraining and deploying 20+ LLM architectures with Lightning AI's LitGPT.
Forces a probe → hypothesis → smoke → control → claim discipline when an ML training run fails, diverges, OOMs, hangs, or looks slow.
An architecture skill that audits your layers, boundaries and SOLID usage against the Dependency Rule and prescribes concrete inversions.
Scaffolds new process definitions for the babysitter event-sourced orchestration framework following official SDK patterns.
A structured Kubernetes skill that diagnoses manifests, Helm charts and Kustomize overlays through six failure modes and enforces validation plus rollback planning.
A meta-skill that turns a finished task, log trail, or refined workflow into a validated, reusable skill package.
Measures whether your Playwright, Puppeteer, Selenium or CDP browser presents a self-consistent fingerprint, scoring an existing Page object in place.
Reads your project's schema and generates idempotent seed scripts with realistic sample data, correct foreign-key ordering, and Cloudflare D1 limits handled.
Scaffolds Hono route files, middleware, Zod validation, typed bindings and API docs for an existing Cloudflare Workers project.
Teaches Claude the exact syntax and constraints of Apple's `container` CLI for running containers on Apple-silicon Macs without Docker.
A stack-agnostic discipline skill that forces orient → baseline → smallest change → test → verify → self-review on every code change.
Turns one focused Markdown behavior scenario into a deterministic test written in the repository's own test stack.
Turns a functional requirements file into a coupling-balanced modular architecture plus per-module design docs, test specs, and an architecture overview.
A reference skill that evaluates coupling across integration strength, distance, and volatility to guide split-or-merge and architecture decisions.