Discover Documentation skills, compare source repositories and read the instructions for each workflow.
SDK installation and setup patterns for Agent-to-Agent Protocol across Python, TypeScript, Java, C#, and Go. Use when implementing A2A protocol, setting up SDKs, configuring authentication, or when user mention...
Backend API authentication patterns with Clerk JWT middleware and route protection. Use when building REST APIs, GraphQL APIs, protecting backend routes, implementing JWT validation, setting up Express middlewa...
Agent-to-Agent (A2A) server configuration patterns for HTTP, STDIO, SSE, and WebSocket transports. Use when building A2A servers, configuring MCP transports, setting up server endpoints, or when user mentions A...
Configure Supabase authentication providers (OAuth, JWT, email). Use when setting up authentication, configuring OAuth providers (Google/GitHub/Discord), implementing auth flows, configuring JWT settings, or wh...
Production deployment configurations for Celery workers and beat schedulers across Docker, Kubernetes, and systemd environments. Use when deploying Celery to production, containerizing workers, orchestrating wi...
Complete Supabase setup for Mem0 OSS including PostgreSQL schema with pgvector for embeddings, memory_relationships tables for graph memory, RLS policies for user/tenant isolation, performance indexes, connecti...
使用ABT（And-But-Therefore，即「而且-但是-因此」）叙事框架评估中文科研项目申请书和论文。该框架源自Randy Olson的《Houston, We Have a Narrative》。专为环境科学和城市气候研究领域校准。使用场景：(1) 用户要求评估或...
Evaluate research proposals and papers using the And-But-Therefore (ABT) storytelling framework from Olson's 'Houston, We Have a Narrative'. Calibrated for environmental science and urban climate research. Use...
This skill should be used when the user asks to "query Chicago data", "find Chicago datasets", "get Chicago crime data", "download Chicago permits", "write a SODA query for Chicago", "search data.cityofchicago....
This skill should be used when the user asks to "write marketing copy", "create social media posts", "write a blog post", "draft an email", "write product descriptions", "create brand messaging", "write ad copy...
This skill should be used when the user asks to "query Cook County data", "find Cook County datasets", "get property assessments", "download parcel data", "search datacatalog.cookcountyil.gov", "get medical exa...
This skill should be used when the user asks to "get Census data", "query American Community Survey", "find ACS data", "get population by state", "query Decennial Census", "find Census variables", "get median i...
Four-phase debugging framework that ensures root cause identification before fixes. Use when encountering bugs, test failures, unexpected behavior, or when previous fix attempts failed. Enforces investigate-fir...
BDD orchestrator for feature-level work. Use when user says 'add', 'implement', 'build', 'feature', 'iteration', 'story', 'phase', 'resume', 'continue', or references a ticket/iteration/story. Also use when wor...
Deep code review with web research. USE WHEN user says 'double check against latest', 'verify versions', 'check security'. Complements automatic quality hook with ecosystem verification.
Systematic refactoring with small-step discipline. Use when user says 'refactor', 'clean up', 'restructure', 'extract', 'rename', 'simplify', or mentions code smells. Enforces one change → test → commit cycle....
Best practices for creating draw.io (.drawio) XML diagrams with proper font rendering, arrow placement, and text sizing.
Analyze bash scripts for performance bottlenecks, enforce coding standards, identify consolidation opportunities, and suggest modern tool replacements. Use when optimizing shell scripts, merging multiple script...
Intelligently organize files and folders by understanding context, finding duplicates, and suggesting better structures.
Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature,...
Build production-ready Python CLI tools, utilities, and automation scripts with strict typing, performance optimization, and zero external dependencies (stdlib-only by default). Triggers on "Create a CLI tool f...
AGGRESSIVELY use TOON v2.0 format for biggish regular data (≥5 items, ≥60% uniform). Auto-applies to tables, logs, events, transactions, analytics, API responses, database results. Supports 3 array types (inlin...
Execute codeagent-wrapper for multi-backend AI code tasks. Supports Codex, Claude, and Gemini backends with file references (@syntax) and structured output.
Automatically substitute modern performant tools in generated code. Triggers on npm, find, pip, grep, wget, curl, jq, eslint, black, coreutils, sudo. Substitutions - npm→bun, find→fd, pip→uv, grep→rg, wget/curl...
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