Architect-level development, audit, and migration of multi-agent systems using LangGraph (v1+) and LangChain (v1+). Use when building or refactoring supervisor/subagent architectures, orchestrator-worker workflows, routing/hand-offs, agentic RAG, memory (short + long-term), state + context engineering, guardrails +…
Motion/CSS animation for React, Vue, Base UI, and vanilla JS via the Motion AI Kit: transitions, springs, easing curves, CSS spring generation, Motion API docs search, and MotionScore performance audits. Use to implement web animation or to grade and fix animation jank. Covers motion mcp, MotionScore, spring bounce…
Pre-PR multi-model review, parallel opus and codex exec adversarial lanes, then adversarial verification of merged findings. Read-only. Use before shipping nontrivial diffs.
Create and switch to a conventional-commit branch before any work starts, then present the branch and PR plan in chat before implementing. Use when the user wants the branch prepared first and the plan agreed up front.
Expert guidance for auditing, refactoring, and designing machine learning Jupyter notebooks with production-quality patterns. Use when: (1) Analyzing notebook structure and identifying anti-patterns, (2) Detecting data leakage and reproducibility issues, (3) Refactoring messy notebooks into modular pipelines, (4)…
Inspect package/upstream source with opensrc: internals, exact paths, version diffs, and upgrade audits for npm, PyPI, crates, and Git; not general web.
Use the Parallel CLI for web data work: URL extraction, deep research, data enrichment, entity discovery (findall), memory recall, and web monitoring. Web search goes to the parallel-search MCP server (free); escalate to parallel-cli search only when MCP is insufficient. Use for deep research, exhaustive…
Architect and implement modern full-stack web/native platform work across Next.js, Expo, Convex, and monorepo tooling. Use when the task needs stack detection, platform-level planning, cross-cutting architecture, or repo-native verification workflows. Route general web UI review to repo-local web-design-guidelines and…
World-class pytest engineer for Python: write/refactor tests, fix flakiness, design fixtures/markers, add coverage, speed up suites (collection/runtime), and optimize CI (GitHub Actions sharding, xdist parallelism, caching). Use when asked about pytest best practices, pytest 9.x features (subtests, strict mode, TOML…
Core Rust engineering. Use for implementation, debugging, review, compiler errors, ownership and lifetimes, traits and generics, async and concurrency, typed errors, Cargo and MSRV, crate choice, tests, performance, unsafe and security. Excludes focused product surfaces owned by narrower Rust skills.
Explicit-only Rust architecture orchestrator. Use only when the user explicitly invokes rust-mega-eng for broad Rust ecosystem architecture, multi-crate workspace strategy, large refactors, release engineering, crate selection portfolios, or end-to-end Rust product planning across CLI, TUI, Tauri, services, libraries…
Implicit Rust TUI and Ratatui skill. Use for terminal UIs, ratatui widgets and layouts, crossterm or termion event loops, terminal rendering architecture, async input, app state machines, keybindings, terminal UX, snapshot tests, and TUI performance.
Implicit Rust web service skill. Use for Axum, Tokio, Tower, Hyper, REST APIs, middleware/layers, request extractors, typed errors, tracing, config, graceful shutdown, SQLx, background jobs, service tests, and production Rust HTTP architecture.
Fix production Sentry issues from CLI evidence, using the issue, event, trace, replay, log and explore commands. Use for Sentry errors, performance regressions, noisy groups, source-map failures and crashes.
Commit + push relevant files, split conventional commits, open PR to main with title/body. Triggers—commit, push, open PR, scaffold PR/release defaults.
Expert guidance for Vercel's Streamdown library - a streaming-optimized react-markdown replacement for AI applications. Use when: (1) Rendering AI-generated markdown from useChat/streamText, (2) Building chat UIs with streaming responses, (3) Migrating from react-markdown to streaming-friendly rendering, (4)…
Architect-level Streamlit development for building, refactoring, debugging, testing, and deploying Streamlit apps (single-page or multipage) with correct rerun/state/caching/fragments, AppTest-based testing, custom components v2, safe theming/CSS, security-by-default, and Playwright MCP end-to-end automation.
★not rated 7 4d agoA72 tokens
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: