Cognitive Memory

Intelligent multi-store memory system with human-like encoding, consolidation, decay, and recall. Use when setting up agent memory, configuring remember/forget triggers, enabling sleep-time reflection, building knowledge graphs, or adding audit trails. Replaces basic flat-file memory with a cognitive architecture featuring episodic, semantic, procedural, and core memory stores. Supports multi-agent systems with shared read, gated write access model. Includes philosophical meta-reflection that de

Nodejs Patterns

WHAT: Production-ready Node.js backend patterns - Express/Fastify setup, layered architecture, middleware, error handling, validation, database integration, authentication, and caching. WHEN: User is building REST APIs, setting up Node.js servers, implementing authentication, integrating databases, adding validation/caching, or structuring backend applications. KEYWORDS: nodejs, node, express, fastify, typescript, api, rest, middleware, authentication, jwt, validation, zod, postgres, mongod

Codebase Documenter

This skill should be used when writing documentation for codebases, including README files, architecture documentation, code comments, and API documentation. Use this skill when users request help documenting their code, creating getting-started guides, explaining project structure, or making codebases more accessible to new developers. The skill provides templates, best practices, and structured approaches for creating clear, beginner-friendly documentation.

Technical Doc Generator

Generate professional technical documentation from codebases — API docs, READMEs, architecture diagrams, changelogs, and onboarding guides. Use when writing docs, creating API documentation, or delivering documentation projects.

Architecture Decision Record Drafter

Use this skill when a software architect, tech lead, or staff engineer needs to capture an in-flight architectural decision as a structured ADR. Enumerates a...

Developer

Write clean, maintainable code with debugging, testing, and architectural best practices.

Book Writing

Plan, draft, and revise complete books with chapter architecture, voice consistency, and finish-ready revision workflows.

Software Engineer

Write production-ready code with clean architecture, proper error handling, and pragmatic trade-offs between shipping fast and building right.

War Room

Multi-agent war room for brainstorming, system design, architecture review, product specs, business strategy, or any complex problem. Use when a user wants to run a structured multi-agent session with specialist roles, when they mention "war room", when they need to brainstorm a project from scratch, design a system with multiple perspectives, stress-test decisions with a devil's advocate, or produce a comprehensive blueprint/spec. Works for software, hardware, content, business — any domain.

React Performance

React and Next.js performance optimization patterns. Use when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance. Triggers on tasks involving components, data fetching, bundle optimization, re-render reduction, or server component architecture.

Github Copilot Cli

Efficient daily use of GitHub Copilot CLI for senior engineers. Use when planning, prompting, reviewing, or chaining Copilot CLI commands (gh copilot) to explore codebases, draft changes, debug issues, or accelerate workflows without losing architectural intent.

LobsterBio - Dev

Develop, extend, and contribute to Lobster AI — the multi-agent bioinformatics engine. Use when working on Lobster codebase, creating agents/services, understanding architecture, fixing bugs, adding features, or contributing to the open-source project. Trigger phrases: "add agent", "create service", "extend lobster", "contribute", "understand architecture", "how does X work in lobster", "fix bug", "add feature", "write tests", "lobster development", "agent development", "bioinformatics code"

Implementing Architecture

Use when: about to write code and docs/architecture/ exists with STATUS: APPROVED in architecture.yaml. Not when: no approved architecture yet (use compiling...

Heleni Memory Architecture

Honcho-inspired memory architecture for PA agents. Use when writing to MEMORY.md, ending a significant conversation, or deciding what to remember long-term....

Skylv Mermaid Diagram

Generates Mermaid diagrams from descriptions. Creates flowcharts, sequence diagrams, and architecture diagrams. Triggers: mermaid diagram, architecture diagr...