全部能力

Turn a PR, diff, merge request, or patch stack into one evidence-first review brief. Use when the main job is deciding approve vs request-changes vs block, naming the highest-risk findings, calling out missing proof for risky paths, and routing Git cleanup, debugging, test-policy, visual-review, or repo-admin work to the right neighboring skill instead of absorbing it.

Expert DevOps engineer for CI/CD, IaC, Kubernetes, and deployment automation. Activate on: CI/CD, GitHub Actions, Terraform, Docker, Kubernetes, Helm, ArgoCD,…

A guide for writing self-documenting code

Call Ethereum and EVM chains from IC canisters (Rust) via the EVM RPC canister using the evm_rpc_client crate. Covers typed API calls, raw JSON-RPC,…

Upscale and enhance image and video resolution using AI

Guides red-green-refactor TDD workflows with test generation, coverage gap analysis, and multi-framework support. Use when writing tests first, analyzing coverage reports, generating test stubs, or converting tests between Jest, Pytest, JUnit, and Vitest.

Guide to spences10's Claude Code ecosystem tools. Use when user asks which tool to use, how tools relate, or needs help choosing between MCP servers, skills,…

Sync local tests with Shiplight cloud — push and pull YAML test cases, templates, and functions between your repo and the cloud. Requires a Shiplight cloud…

DevOps and platform engineering patterns: Kubernetes, Terraform, GitOps, CI/CD, observability, incident response, and cloud-native ops.

Run a reproduce → isolate → verify debugging workflow for concrete bugs, regressions, flaky failures, and environment-specific behavior. Use when the user already has a failing command, test, request, UI flow, or narrowed symptom and needs root-cause diagnosis, regression isolation, or fix verification rather than raw log-line selection, broad test-policy design, PR review, or generic performance tuning.

Route BMAD/BMM work from the packet the user already has now: idea notes, product brief, PRD, architecture draft, review feedback, existing repo state, or milestone pressure. Use when the user wants a structured BMAD workflow, asks what phase or artifact comes next, needs a portable front door across Claude/Codex/Gemini/OpenCode, or needs to decide whether the next move is ideation, planning, architecture, review, execution slicing, or a runtime handoff. Triggers on: bmad, BMAD, BMM, workflow-init, workflow-status, what phase are we in, what should we write next, product brief, PRD, architecture next, sprint plan, brownfield planning, existing repo BMAD.

Comprehensive guide for developing in the Astro monorepo. Covers architecture, debugging, testing, and critical constraints. Use when working on features,…

Framer Motion (Motion) animation patterns for React — springs, staggers, layout animations, micro-interactions, scroll effects, and page transitions. Use when…

Benchmark any agent skill to measure whether it actually improves performance. Use when the user wants to evaluate, test, or compare a skill against baseline, or when they mention "benchmark", "eval", "skill performance", or "does this skill help". Runs isolated eval sessions with and without the skill, grades outputs via layered grading (deterministic checks + LLM-as-judge), analyzes behavioral signals, and generates a comparison report with a USE / DON'T USE verdict.

Generates complete starter repositories for various tech stacks (Next.js, Vite, Nest, FastAPI, etc.) with best-practice conventions, folder structure, baseline…

Coordinate a full Paperclip release across engineering verification, npm, GitHub, smoke testing, and announcement follow-up. Use when leadership asks to ship a release, not merely to discuss versioning.

Organize application environment configuration: `.env` files, env precedence, typed env validation, secret handoff, framework-specific env rules, and config drift between local, staging, CI, and production. Use when the user needs help structuring environment variables, validating required config, separating public/private env values, or cleaning up env-file sprawl. This is the narrower app-config compatibility skill. Route broader runnable-machine, Docker, devcontainer, onboarding, and local-service setup work to `system-environment-setup`.

Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.

Receive and verify Shopify webhooks. Use when setting up Shopify webhook handlers, debugging signature verification, or handling store events like orders/create, products/update, or customers/create.

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical…