AI-research-SKILLs

Skills (99)

• example-skill-name

  v1.0.0MIT107 lines275 words6 blocks

  Brief third-person description of what this skill does and when to use it. Include key terms and triggers for discovery. Maximum 1024 characters.

  bash
• autoresearch

  v1.0.0MIT412 lines3571 words7 blocks

  Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear opti...

  json
• tensorboard

  v1.0.0MIT630 lines1560 words28 blocks

  Visualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance with TensorBoard - Goog...

  bashpython
• mlflow

  v1.0.0MIT705 lines1481 words29 blocks

  Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic M...

  bashpython
• weights-and-biases

  v1.0.0MIT591 lines1313 words23 blocks

  Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B...

  bashpython
• experiment-tracking-swanlab

  v1.0.0MIT407 lines923 words17 blocks

  Provides guidance for experiment tracking with SwanLab. Use when you need open-source run tracking, local or self-hosted dashboards, and lightweight m...

  bashpython
• llamaindex

  v1.0.0MIT570 lines1554 words25 blocks

  Data framework for building LLM applications with RAG. Specializes in document ingestion (300+ connectors), indexing, and querying. Features vector in...

  bashpython
• autogpt-agents

  v1.0.0MIT404 lines1174 words19 blocks

  Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous a...

  bashhttpjavascriptjsonpythonyaml
• crewai-multi-agent

  v1.0.0MIT499 lines1477 words22 blocks

  Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, ...

  bashpythonyaml
• langchain

  v1.0.0MIT481 lines1411 words20 blocks

  Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integratio...

  bashpython
• evolving-ai-agents

  v1.0.0MIT384 lines1754 words10 blocks

  Provides guidance for automatically evolving and optimizing AI agents across any domain using LLM-driven evolution algorithms. Use when building self-...

  bashmarkdownpython
• ara-research-manager

  v1.0.0MIT325 lines1544 words7 blocks

  Records research provenance as a post-task epilogue, scanning conversation history at the end of a coding or research session to extract decisions, ex...

  bashmarkdowntextyaml
• ara-compiler

  v1.0.0MIT246 lines2093 words1 blocks

  Compiles any research input — PDF papers, GitHub repositories, experiment logs, code directories, or raw notes — into a complete Agent-Native Research...

  text
• ara-rigor-reviewer

  v3.0.0MIT323 lines2392 words1 blocks

  Performs ARA Seal Level 2 semantic epistemic review on Agent-Native Research Artifacts, scoring six dimensions (evidence relevance, falsifiability, sc...

  json
• chroma

  v1.0.0MIT407 lines970 words17 blocks

  Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-f...

  bashpython
• pinecone

  v1.0.0MIT359 lines888 words12 blocks

  Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and name...

  bashpython
• faiss

  v1.0.0MIT222 lines677 words10 blocks

  Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index ...

  bashpython
• sentence-transformers

  v1.0.0MIT256 lines712 words11 blocks

  Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic similarity, clustering, and retrie...

  bashpython
• qdrant-vector-search

  v1.0.0MIT494 lines1271 words19 blocks

  High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor...

  bashpython
• llamaguard

  v1.0.0MIT338 lines977 words13 blocks

  Meta's 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - violence/hate, sexual content, weapons, substances, sel...

  bashpython