[Aibrary] Search and find books based on user scenarios, needs, questions, or keywords. Use when the user describes a situation, challenge, or topic and want...
Claw Multi Agent enables parallel multi-agent orchestration for faster, comprehensive research, model comparison, and code pipelines, saving 50-65% time.
Use when designing new system architecture, reviewing existing designs, or making architectural decisions. Invoke for system design, architecture review, des...
Generates high-level system architectures with specified patterns and suggests technology stacks based on functional requirements.
--- name: backend-architect description: "Use this agent when designing APIs, building server-side logic, implementing databases, or architecting scalable backend systems. This agent specializes in cr
Autonomous quality engineering swarm that forges production-ready code through continuous behavioral verification, exhaustive E2E testing, and self-healing fix loops. Combines DDD+ADR+TDD methodology
Git archaeology engine that reconstructs the WHY behind code — not what changed, but what pressures, failures, and pivots shaped the codebase into its curren...
Structured decision-making patterns for common engineering choices — library selection, architecture, build vs buy, prioritization, reversibility analysis, and ADRs. Use when choosing between tools,
Multi-agent workflow orchestrator. Use when the user asks to build, create, make, ship, develop, or launch any software (apps, webapps, websites, mobile apps...
All-in-One AI creation: images (SeeDream 4.5, Midjourney, Nano Banana 2), videos (Wan 2.6, Kling, Veo 3.1, Sora, Pixverse, Hailuo, SeeDance, Vidu), music (Su...
Generate professional presentations and slide decks using each::sense AI. Create pitch decks, business presentations, training materials, conference talks, a...
Project health and best practices enforcer. Checks security, quality, documentation, CI/CD, and dependencies. Produces a letter grade (A-F) with actionable f...
> **⚡ Updated for Opus 4.5, Sonnet 4.5 & Haiku 4.5** — Three-tier model strategy for optimal performance
Codebase onboarding assistant that maps project architecture, identifies patterns, generates guides, and helps new developers understand any repository in mi...
<p align="center"> <a href="https://github.com/trimstray/the-book-of-secret-knowledge"> <img src="https://github.com/trimstray/the-book-of-secret-knowledge/blob/master/static/img/the-book-of-secret-kn
World-Class Technology & Data Playbook. Use for: software development best practices, IT infrastructure design, cybersecurity strategy, data analytics, busin...
Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation te...
--- name: "migration-architect" description: "Migration Architect" --- # Migration Architect **Tier:** POWERFUL **Category:** Engineering - Migration Strategy **Purpose:** Zero-downtime migratio
Universal migration planner for any swap — framework to framework, library to library, language to language, database to database. Generates a step-by-step m...
Semantic search tool to quickly find answers across multiple code repositories with AI memory of your preferences for faster documentation lookup.
A local/remote MCP server for generating infrastructure and architecture diagrams as code using the Python [diagrams](https://diagrams.mingrammer.com/) library ## Features **5 Diagram Tools** for in
Hasura integration. Manage Users, Organizations. Use when the user wants to interact with Hasura data.
Unknown option: help. Use when you need dockerfile builder capabilities. Triggers on: dockerfile builder, lang, app-name, port, multi-stage, dockerignore.
Build Docker images from a Dockerfile with support for build args, tags, multi-stage builds, and efficient layer caching.