Load the minimal Cookmate backend context fast. Use only for backend tasks to avoid repeated discovery: Prisma schema, domain modules, repositories, route patterns, shared route helpers.

Run an MCP evaluation using mcpbr on SWE-bench or other datasets.

Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.

Triggered when a task completes, runs phase-appropriate tests (not all 8), moves passing tests to regression folders, and updates task status.

Analyze MongoDB collection schemas, infer data types, detect inconsistencies, and recommend schema design improvements. Use when the user asks about database structure, data modeling, schema validation, or wants to understand their MongoDB collections.

Reference guide for MongoDB performance patterns: index strategies (ESR rule, compound, partial, TTL), explain plan interpretation, and performance checklists. Use as background knowledge when advising on indexing or performance. For hands-on optimization of a specific slow query, trigger the query-advisor agent instead.

Next.js App Router における Server Actions と Route Handlers の使い分け、セキュリティ、および実装規約。

Load CSV/XLSX into DuckDB with validation and an ETL markdown report

Expert knowledge in Go clean architecture patterns and best practices

name: diff-doc-sync

Integrate Dapr building blocks for event-driven microservices - Pub/Sub, State Management, Secrets, Service Invocation, and Jobs API. Use when implementing event-driven architecture for Phase 5. (project)

Set up comprehensive observability for Windsurf integrations with metrics, traces, and alerts. Use when implementing monitoring for Windsurf operations, setting up dashboards, or configuring alerting for Windsurf integration health. Trigger with phrases like "windsurf monitoring", "windsurf metrics", "windsurf observability", "monitor windsurf", "windsurf alerts", "windsurf tracing".

When asked to commit the codebase, follow these guidelines

PR を人間に引き渡す直前に CI 完了監視→失敗解析→get-sonar-feedback→/pr-review レポート→最終報告までを一気通貫で実行するフロー。

ImageAgent - Generate EVOLEA Brand Images with Reinforcement Learning

自更新 skills。记录用户反馈，更新方法论和规则。触发词：更新规则、记录反馈、改进skill

Use when working with stacked diffs (branch B based on branch A, which is based on main).

Plan and execute large refactors with shadow mode and rollback.

Build the Astro frontend with Tailwind CSS v4 via the Vite plugin, a WPGraphQL data layer, and React islands (shadcn/ui) only where needed. Use when implementing or fixing frontend files under frontend/ for this WordPress headless repo.

name: todo-sync