Dev & Coding
PyTorch Geometric (PyG) Graph Neural Network Guide
A hands-on PyG skill covering node/link/graph tasks, custom message passing, heterogeneous graphs, and neighbor sampling for large graphs.
Cirq Quantum Circuit Assistant
A skill for designing, simulating, and running quantum circuits with Google's Cirq framework.
Pyzotero Library Automation
Lets Claude read, create, and update Zotero libraries and export citations through the pyzotero Python client.
Angular Architect
Builds enterprise-grade Angular 17+ code with standalone components, signals, NgRx state, and safe RxJS patterns.
Tool Calling Tutor
A symptom-driven debugging guide for tool/function calling: no tool call, wrong arguments, runaway ReAct loops, or schema design from scratch.
Babysit a PR
Watches an open pull request, fixes failing CI and straightforward review comments, and drives it to a mergeable state.
PR Review Comment Handler
Triages every unresolved review thread on a GitHub PR, verifies each claim against current code, fixes what is warranted, pushes, and replies in each thread individually.
Skill Creator
An end-to-end workflow for drafting new Claude skills, testing them with evals and benchmarks, and tuning their descriptions for reliable triggering.
PR Squash Message Generator
Builds one commitlint-clean Conventional Commits squash message from the net diff between a PR's base and head.
PR Summary Refresher
Rewrites the current branch's pull request description from its net diff, follows the repo's PR template, and applies it through the GitHub REST API.
Chisle Review
Reviews a diff or file purely for what can be deleted or simplified — over-engineering, speculative abstractions, and reinvented stdlib.
Chisle — Maximum-Efficiency Dev Mode
A toggleable mode that makes Claude answer in zero-fluff prose and write only the minimum code that actually needs to exist.
Code Understand — On-Demand Architecture Focus Map
Generates a ranked focus map of the load-bearing files, symbols, callers and dependencies in an unfamiliar codebase, each with file:line citations.
Playwright Browser Automation
Lets Claude write and run focused Playwright scripts to test sites, capture screenshots, and validate responsive layouts or login flows.
Replica Architect
Turns an app recon map into a concrete stack choice, SQL schema, API route table and a vertical-slice-first build order.
replica-build (Screen-by-Screen Clone Builder)
Rebuilds a clone app from recon and design specs — shell first, then the core flow, then every screen with all its states — writing 100% fresh code under a clean-room rule.
replica-deploy (Ship Your Clone to Production)
A deploy-gate skill that runs preflight checks, then walks you through production DB, env vars, DNS, Stripe live mode, OAuth, monitoring and mobile store builds.
ELI5 Code Explainer Canvas
Explains a codebase, feature, command or PR to a total beginner as a PR Lens canvas that grows one part at a time.