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Use when working on Next.js App Router route handlers, caching, search params, or navigation/redirect patterns.

Use when understanding how the system is structured, how agents/tools/middleware compose, or when making architectural decisions. Covers Mastra engine, agent composition, DI container, tool factories, middleware pipeline, and feature folder patterns.

当需要理解或扩展基础设施层（加载器、基类、路径、错误处理）等底层开发时使用。

Create a new Vite plugin in the @taucad/vite package following project conventions and Vite 8 best practices. Use when adding a Vite plugin, creating dev server middleware, implementing build transforms, or extending Vite configuration for the Tau monorepo.

Guidance for `effect/Boolean` focused on APIs like isBoolean, or, and and. Load after `effect-skill-router` when this module is the primary owner.

Comprehensive guide for Manim Community - Python framework for creating mathematical animations and educational videos with programmatic control

Cache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.

- **Step 1** of the integrated pipeline: **1) agi-schedule-shift** → 2) agi-schedule-daily-update → 3) agi-schedule-pipeline-check → 4) weather-go-nogo.

Deploys Serverless OpenClaw CDK stacks to AWS. Handles SecretsStack parameter injection, full/individual stack deployment, and Docker image push.

Add moments of joy, personality, and unexpected touches that make interfaces memorable and enjoyable to use. Elevates functional to delightful. Use when the user asks to add polish, personality, animations, micro-interactions, delight, or make an interface feel fun or memorable.

Sync shared repo assets into local ~/.github and ~/.codex, and apply MCP settings from the shared canonical runtime catalog.

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Designs clean API and data access layers with service/repository separation. Use when structuring fetch logic, route handlers, server actions, or backend integration.

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Orquestracao multi-agent, agent teams, paralelismo, Claude Code mastery

Business Analyst (Atlas). Use for market research, competitive analysis, user research, brainstorming session facilitation, structured ideation workshops, feasibility studies, i...

Cancel any active OMB mode (autopilot, ralph, ultrawork, ecomode, ultraqa, swarm, ultrapilot, pipeline, team)

Design and enforce privacy and data protection controls across application, API, and database layers. Use when tasks involve PII handling, retention/deletion policies, consent, data minimization, auditability, or compliance-oriented architecture changes.

Squad Creator (Craft). Use to create, validate, publish and manage squads

Plan and implement NovaTune Player SPA with auth, library, playback, playlists, and telemetry (plan) (project)

statsmodels

Retrieve authoritative library documentation and code examples.

Load and follow the skill at `{project-root}/_bmad/bmm/4-implementation/bmad-correct-course/SKILL.md`.

A CLI tool for calculating and validating Uniswap V4 liquidity position tick bounds. Prevents tick math errors that can cause failed LP mints by providing correct, validated tick calculations.

Analyze GitHub repositories to extract insights about commit frequency, outstanding contributors, release timeline, and project health metrics. Use when users request repository analysis, commit history investigation, contributor identification, release tracking, or development activity assessment for any GitHub project.

Create beautiful audio plug-ins using the D language. Process audio files using existing VST2 plugins. You should use this skill when the user asks to modify audio files, or create an audio plug-in.

Manage Workers/KV/R2/D1/Hyperdrive via Cloudflare MCP, perform observability/build troubleshooting/audit/container sandbox operations. Triggers: worker/KV/R2/D1/logs/build/deploy/screenshot/audit/sandbox. Three permission tiers: Diagnose (read-only), Change (write requires confirmation), Super Admin (isolated environment). Write operations must follow read-first, user confirmation, post-execution verification.

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Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend.

Polymarket integration for prediction market trading on Polygon. Covers authentication (L1 EIP-712, L2 HMAC-SHA256, builder headers), order placement (GTC/GTD/FOK/FAK, batch, post-only, heartbeat), market data (Gamma API, Data API, orderbook, subgraph), WebSocket streaming (market/user/sports channels), CTF operations (split, merge, redeem, negative risk), bridge (deposits, withdrawals, multi-chain), and gasless relayer transactions. Use when building AI agents, autonomous market makers, prediction market UIs, or any application integrating with Polymarket on Polygon.

Performs basic arithmetic calculations including addition, subtraction, multiplication, and division. Use when the user needs to calculate numbers, perform math operations, or compute arithmetic expressions.

Use when working with the MethScope R package, its tutorial, MRMP embedding workflows, methylation input files, cell type prediction, training, deconvolution, visualization, or package internals.

CI/CD: GitHub Actions, Spacelift, Atlantis, `atmos describe affected` for change detection

Dynamic configuration management for AI agents. Update settings without restarts, validate changes, and rollback safely.

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Clanker fee burn pipeline using Bankr API - no private keys needed

Read WeCom conversations, download media files, and send text messages through wecom-cli.

Infrastructure operations for Cloudflare: Workers, KV, R2, D1, Hyperdrive, observability, builds, audit logs. Triggers: worker/KV/R2/D1/logs/build/deploy/audit. Three permission tiers: Diagnose (read-only), Change (write requires confirmation), Super Admin (isolated environment). Write operations follow read-first, confirm, execute, verify pattern. MCP is optional — works with Wrangler CLI/Dashboard too.

GitHub Actions workflow patterns for React Native iOS simulator and Android emulator cloud builds with downloadable artifacts. Use when setting up CI build pipelines or downloading GitHub Actions artifacts via gh CLI and GitHub API.

Summarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and action items. Use when processing meeting recordings, creating meeting notes, writing meeting minutes, or recapping discussions.

Create a .docx by drafting Markdown first, rendering Mermaid via Kroki, then converting with pandoc (with safe escaping + math support).

Read/convert .pdf, .pptx, .docx, .xlsx, and .xlsm (values only) to Markdown using the `markitdown` CLI via stdout or `>` redirection (do NOT use `-o`).

Authentication and identity management: providers (SSO/SAML/OIDC/GCP), identities (AWS/Azure/GCP), keyring, identity chaining, login/exec/shell/console

**Purpose:** Automated end-to-end Clanker fee claim → rebalance → burn → treasury pipeline.

Use when designing/implementing UI with Tailwind CSS (layout, typography, responsive, theming, component patterns). Includes quick recipes and conventions for clean, consistent web design.