learning-knowledge-base-builder
knowledge-base-builder for learning content management and knowledge systems.
Boost efficiency with task automation and organizers.
knowledge-base-builder for learning content management and knowledge systems.
Select appropriate human-AI collaboration modes: Automation (AI acts independently), Augmentation (AI assists human work), or Agency (AI takes delegated responsibility).
Implementar clientes de infraestrutura em infrastructure/. Use quando criar client externo, configuração, integração LLM, tracing, ou conexão com serviços fora do synth-lab.
Comprehensive FastAPI development skill for building production-ready Python APIs from Hello World to enterprise applications. Use this skill when the user asks about FastAPI or wants to build APIs with Python, including: (1) Creating new FastAPI projects or applications, (2) Building REST APIs with path operations, query parameters, request bodies, (3) Implementing authentication and authorization with OAuth2, JWT tokens, API keys, (4) Database integration with SQLModel, SQLAlchemy, CRUD operations, (5) Project structuring with APIRouter, dependencies, middleware, (6) Testing FastAPI applications with TestClient and pytest, (7) Deployment strategies including Docker, cloud platforms, HTTPS configuration, (8) Advanced features like WebSockets, background tasks, CORS, file uploads, (9) Debugging FastAPI issues or improving existing FastAPI code, (10) Questions about FastAPI best practices, patterns, or architecture. Triggers include phrases like "build an API", "create FastAPI app", "add authentication", "set
Automate headless browser interactions using agent-browser CLI. Use when scraping web pages, automating form submissions, testing web apps, or performing browser automation tasks. Works with element refs (@e1, @e2) optimized for AI agent reasoning.
Uses multiple parallel finder agents and multiple oracle consultations simultaneously for broad analysis. Use when asked to search from multiple angles, investigate across many files, or need parallel multi-perspective analysis.
Semantic skill discovery and routing using GraphRAG, vector embeddings, and multi-tool search. Automatically matches user intent to the most relevant skills from 144+ available options using ck semantic search, LEANN RAG, and knowledge graph relationships. Triggers on /meta queries, complex multi-domain tasks, explicit skill requests, or when task complexity exceeds threshold (files>20, domains>2, complexity>=0.7).
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
This skill should be used when users mention 'generate rules', 'isolation rules', 'methodology preset', 'apply preset', 'saturation', 'am I saturated', 'branch', 'fork', 'explore alternative', 'team', 'add researcher', 'intercoder reliability', 'dashboard', 'show status', or after /qual-design completes.
DEPRECATED - Use chatkit-frontend skill instead. This skill has been consolidated into the chatkit-frontend skill for better organization.
Activate when user mentions "codex review", "code review", "fix pr code review". This skill provides guidance on how to effectively collaborate with codex to do a interate code review.
Guide for creating Claude Code skills with latest frontmatter options. Use when creating new skills, updating existing skills, or extending Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Build coding agents with the Claude Agent SDK. Use when creating agentic workflows, implementing todo tracking, monitoring agent progress, building multi-turn conversations, streaming responses, or integrating custom tools with Claude Code.
Intelligent skill router and creator. Analyzes ANY input to recommend existing skills, improve them, or create new ones. Uses deep iterative analysis with 11 thinking models, regression questioning, evolution lens, and multi-agent synthesis panel. Phase 0 triage ensures you never duplicate existing functionality.
Create system design documents based on requirements. Use when users need technical architecture, API design, data models, or system design. Triggers on keywords like "system design", "architecture", "technical design", "API design".
Backend Architect Agent. 시스템 설계, 아키텍처 결정, 기술 선택을 담당합니다. 설계, 아키텍처, 구조, 패턴, 기술 선택 관련 요청 시 사용됩니다.
Agent execution patterns including LLM calls and token handling. Use when implementing agent execution or multipart forms. Triggers: agent.Agent, VisionForm, ParseVisionForm, Token injection, constructAgent, ChatStream, VisionStream, multipart/form-data, base64, Provider.Options["token"], go-agents, ExecuteRequest, SetSecret, GetSecret. File patterns: internal/agents/*.go
Use OpenAI Codex CLI as a discussion partner to verify ideas, evaluate plans, and improve quality. Automatically triggered during implementation planning, troubleshooting, debugging, or when seeking a second opinion on technical decisions.
Create new Claude Code skills through guided conversation. Use when the user wants to create a skill, write a skill, make a skill, or set up custom instructions for a specific domain or workflow.
Extract lessons from task failures using Reflector agent, merge insights via Curator pattern, achieving 10% accuracy improvement without context collapse. Use for post-failure analysis, lesson extraction, self-improvement, and building resilience. Analyzes what went wrong and formulates actionable lessons. Triggers on "learn from failure", "analyze mistake", "reflect on error", "post-mortem", "failure analysis", "what went wrong".