Deep library, dependency, framework, and API documentation research using Context7 MCP tools only. Use when you need up-to-date docs, version-specific API reference, migration…
Expert guidance for AI SDK Core: text generation, structured data, tool calling (tool/dynamicTool), MCP integration (createMCPClient, Experimental_StdioMCPTransport),…
JS/TS + Python dep upgrade intel (monorepos). Outdated package-manager checks + GitHub release/changelog → Markdown+JSON.
Architect and implement modern full-stack web/native platform work across Next.js, Expo, Convex, and monorepo tooling.
World-class Vitest QA/test engineer for TypeScript + Next.js (local + CI performance focused)
Set up browser automation and UI QA for a new repository using playwright-interactive as the primary interactive tool and agent-browser as the secondary CLI smoke-check tool.
Zod v4 validation library reference. Auto-loads when working with Zod schemas, validation, z.object, z.string, z.infer, safeParse, transforms, discriminatedUnion.
Create and switch to a new conventional-commit and semver-compliant branch before doing any work, then present the full execution plan for that branch and its pull request.
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…
Architect-level guidance, workflows, and scripts for building agentic coding systems with OpenAI Codex.
Inspect dependency/upstream source with opensrc CLI. Trigger for implementation beyond docs/types, package internals, source paths, version diffs, upgrade audits,…
Fetch unresolved GitHub PR review threads, normalize them, fix them end-to-end, verify the results, and re-check until the PR is clean or blocked.
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…
Expert guidance for building Dash applications with Dash Mantine Components (DMC) v2.4.0. Use when creating dashboards, forms, data visualization apps with DMC.
Route frontend UI work to one focused taste reference so output is less generic, more premium, and visually distinct.
Build/refresh REPO_CONTEXT.md + REVIEW_BRIEF from repo. Triggers—new repo, zip for later chats, grounded brief. Not code w/o these artifacts.
Use built-in Codex coordination, retrieval, and utility tools effectively during live sessions. Trigger when work benefits from maintaining a step plan, asking the user 1-3 short…
Performs comprehensive, multi-layered research on any topic with structured analysis and synthesis of information from multiple sources.
Expert guidance for auditing, refactoring, and designing machine learning Jupyter notebooks with production-quality patterns.
Production-ready Supabase integration patterns for Next.js/React/TypeScript applications. Use when working with Supabase for (1) SSR authentication with @supabase/ssr, (2)…
AGENTS.md maintenance rules for deciding when durable repo guidance should be updated after implementation.
Audit Dash apps for callback hazards, state flow risks, layout and accessibility issues, and Dash-specific UX regressions.
Implicit Rust web service skill. Use for Axum, Tokio, Tower, Hyper, REST APIs, middleware/layers, request extractors, typed errors, tracing, config, graceful shutdown, SQLx,…
Implicit Rust Tauri v2 skill. Use for Tauri apps, Rust commands, invoke contracts, app state, plugins, capabilities and permissions, secure IPC, filesystem and shell access,…
Definitive, rule-first Bun development/build/runtime guidance + automation. Use when adopting Bun, migrating a repo from Node.js, auditing/fixing Bun package management…
Expert guidance for Vercel's Streamdown library - a streaming-optimized react-markdown replacement for AI applications.
Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens. Preserves all technical substance, code, URLs, and structure.
Sync repo docs (AGENTS, README, ADRs, specs, runbooks, doc comments) ↔ code/workflow. Triggers—big change, drift, docs-align/AGENTS prompts, plan, governance.
Expert guidance for building chat UIs with AI SDK React hooks. Use when: (1) Building chatbots with useChat hook, (2) Implementing tool UIs with server/client execution, (3)…
Guide for creating AI subagents with isolated context for complex multi-step workflows. Use when users want to create a subagent, specialized agent, verifier, debugger, or…
Generate a complete Convex-first feature specification for a repo, including data model, API surface, rollout, and verification.
Fix local review (Codex, Zen, notes) w/ verify. Not gh-pr-review-fix or babysit-pr.
Implicit Rust CLI and Clap skill. Use for command-line apps and tools, clap derive or builder APIs, subcommands, flags, config and env precedence, stdin/stdout/stderr contracts,…
Architect-level Streamlit development for building, refactoring, debugging, testing, and deploying Streamlit apps (single-page or multipage) with correct…
Rust programming expert for ownership, lifetimes, async/await, traits, and unsafe code
Align docs with code. Detect drift and update ADRs, specs, README, AGENTS. Use after implementation or for docs drift reviews. Not for code review fixes or platform architecture.
Generate repo-local dependency upgrade packs under `.agents/plans/upgrade/topic-slug/` with a playbook, trigger prompt, operator mode, and canonical manifest.
opensrc CLI—dep + upstream source. Triggers—impl beyond docs/types, version compare, upgrade diff audit, prewarm w/ `opensrc fetch` then `opensrc path`.
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…
Bounded subagent delegation and synthesis. Use for explicit subagent, delegation, fan-out, spawn policy, custom agent routing, wait behavior, and evidence-first synthesis.
Architect-level development, audit, and migration of multi-agent systems using LangGraph (v1+) and LangChain (v1+).
Expert guidance for building AI agents with ToolLoopAgent (AI SDK v6+). Use when creating agents, configuring stopWhen/prepareStep, callOptionsSchema/prepareCall, dynamic tool…
Architect AWS infrastructure and application integrations with production-grade service selection, boundaries, rollout thinking, and verification.
SOTA Docker/Compose architecture, implementation, refactor, and security hardening. Use when working on containerization tasks such as creating or rewriting Dockerfiles,…
Signr PR remediation + closure operator for GitHub PRs—review-thread fixes, CI repair, Expo/EAS or Vercel/Turborepo debug, repo docs alignment, scoped conventional commits, push,…
Audit Convex—schema, security, runtime edges, migrations, function risk. Triggers—review, contract, remediate. Not greenfield spec (convex-feature-spec).
Repo/monorepo—dep modernize, vuln fix, framework-aware upgrade, hard-cut, dep-native refactors.
Researches a Convex component against Signr's live backend graph, asks scored one-at-a-time design questions, and produces a reusable adoption or rejection package with `PLAN.md`…
Shared Bun audit/remediation router. Use when auditing a repo for Bun-first correctness, explaining Bun audit findings, listing Bun audit rules, planning safe Bun fixes, applying…
Dash Mantine Components (DMC) best practices and performance optimization guidelines. Use this skill when writing, reviewing, or refactoring Dash apps with DMC to ensure optimal…