Data and AI skills

10,161 tagged Data and AI, measured the same way as everything else here.

Browse within: LLM 285agents 135agent 130agentic-ai 115skills 84cli 76machine-learning 60anthropic-claude 59coding-agents 59chatgpt 57javascript 56ai-scientist 55openai 52bioinformatics 44

deepseek-vision-skill

697

Sunlianwang/deepseek-vision

Skill Claude CodeCodex

A vision skill that sends images and screenshots to a visual analysis service. It adds image understanding to a model that otherwise works only with text.

not rated 1 +1 1mo ago A 39 tokens

gpt-image-2-combined

698

albert850904/gpt-image-2-skill

Skill Claude CodeCodex

A prompt-writing skill for creating, rewriting, classifying, or improving prompts for GPT-Image-2, an image-generation model. It includes style templates, prompting techniques, and guidance on avoiding common prompt problems.

not rated 1 2mo ago A 109 tokens

forge-embeddings

699

VoxellInc/forge-mcp

Skill Claude CodeCodex

Turn text into embedding vectors with Forge (Voxell's hosted embedding API) for semantic search, RAG retrieval, clustering, dedup, or similarity. Use when the user wants to embed text/documents/queries, build or query a vector index, find similar or duplicate text, or pick an embedding model and dimension. Provides…

not rated 1 3mo ago A 84 tokens original MIT

pcq

700

playidea-lab/pcq

Skill Claude CodeCodex

Use when creating, modifying, validating, running, or reviewing CQ ML experiments that use cq.yaml, pcq contract scripts, RunRecord artifacts, or CQ worker execution.

not rated 1 3mo ago A 37 tokens original Apache-2.0

searchrag-skill

701

kuc-arc-f/mcp_client_7ex

Skill Claude Code

A skill that sends a search query to a script and receives text from a retrieval-augmented generation system, which finds relevant source material before producing an answer.

not rated 1 7mo ago A 37 tokens original MIT

ollama-sync

702

mskadu/opencode-agent-skills

Skill Claude Code

Synchronizes the list of available models in the 'opencode.json' configuration file's 'ollama' provider models list with the actual models available on the system via the 'ollama list' command.

not rated 1 3mo ago A 45 tokens original MIT

prompt-coach

703

goingli0324/prompt-coach

Skill Claude CodeCodex

A prompt-writing guide that turns a vague request into a clear goal, its fixed limits, and the main obstacle. It then produces a structured prompt that an AI can act on.

not rated 1 1mo ago A 154 tokens original MIT

add-ai

704

T4LEL/Claude-Arsenal

Skill Claude CodeCodex

Use when adding an AI/LLM feature to a product - chat, generation, summarization, extraction, semantic search - or when the user says add AI, use Claude, chatbot, embeddings.

not rated 1 2mo ago A 43 tokens original MIT

JesseRaber/manus-prompt-engineering-skill

Skill Claude CodeCodex

Design and audit Manus prompts for engineering, release, production, and security work. Use when writing a Manus prompt or reviewing a Manus execution or recording against authorization and evidence.

not rated 1 24d ago A 41 tokens original MIT

ai-workflow

706

vindm/dotclaude

Skill Claude CodeCodex

Set up LLM workflow discipline for projects that use AI / LLM calls in production or eval suites. Authors an eval-cost-watcher agent that projects token cost BEFORE regression evals run, plus an AI-workflow-discipline rule covering mock-mode placement, fixture freshness, and multi-stage cost accumulation. Optionally a…

not rated 1 3d ago A 88 tokens original MIT

ontotect

707

Moonweave-AI/Ontotect

Skill Codex

Systematic ontology engineering for designing, constructing, reviewing, repairing, optimizing, refactoring, validating, documenting, and governing ontologies, vocabularies, taxonomies, knowledge graphs, semantic models, and mappings. Use for RDF/RDFS, OWL 2, SKOS, SHACL, SPARQL, OBO, Turtle, JSON-LD, RDF/XML…

not rated 1 1mo ago A 152 tokens original MIT

prompt-pilot

708

savasturkoglu1/promptpilot-plugin

Skill Claude CodeCodex

Rewrite a rough, vague prompt into a precise, context-enriched prompt. Explores the codebase read-only and weaves real file paths and symbols into the rewritten prompt — never implements the task itself. Use when the user asks to optimize, enrich, or improve a prompt before running it.

not rated 1 yesterday A 63 tokens original MIT

model-trainer

709

kntism/skills

Skill Claude CodeCodex

This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment. Includes guidance on the TRL Jobs package, UV…

not rated 1 6mo ago A 128 tokens

qdrant-edge

710

gururaser/qdrant-edge-skill

Skill Claude CodeCodex

Expert guide for building applications with Qdrant Edge — the embedded, offline-capable vector search engine for edge devices (robots, kiosks, mobile phones, IoT, home assistants). Use this skill whenever the user mentions Qdrant Edge, qdrant-edge-py, EdgeShard, on-device vector search, offline vector search, embedded…

not rated 1 6mo ago A 129 tokens

godmod3

711

crnisamuraj/G0DM0D3-mcp

Skill Claude CodeCodex

Invoke the G0DM0D3 multi-model API from any MCP-compatible client.

not rated 1 1mo ago A 21 tokens

Knuckles-Team/archivebox-api

Skill Claude CodeCodex

Natively ingest an ArchiveBox archive into the epistemic-graph knowledge graph via the archivebox-api MCP server — push snapshots as typed :Snapshot nodes (with :Tag + :hasTag links and per-snapshot :Document page-text) and archive results as :ArchiveResult nodes, best-effort, with the Wire-First ingest tools. Use…

not rated 1 14d ago A 141 tokens original MIT

qmcp-manager

714

BigKAA/qmcp

Skill Claude CodeCodex

Qdrant MCP Server management and diagnostics skill. Use whenever working with the qmcp (QDrant MCP Server) project for semantic code search. Activates on queries about: Qdrant database state, collections, or indexed content Cleaning up vector database (orphans, stale vectors, missing files) Understanding what's…

not rated 1 5mo ago A 146 tokens original Apache-2.0

vision-router

715

wotonger/vision-router-mcp

Skill Claude CodeCodex

Analyze images through the vision-router MCP server using a user-selected BYOK cloud vision model (Gemini, Qwen VL / DashScope, SiliconFlow, OpenRouter, or any OpenAI-compatible vision API), then reason over the structured result. Use whenever an answer depends on image content and the current model cannot see images…

not rated 1 1mo ago A 69 tokens original MIT

glm-vision

716

yblt/glm-vision

Skill Claude CodeCodex

A skill that gives text-only AI models access to image understanding through the GLM-4.6V-Flash vision model. It can work with images, screenshots, charts, scanned pages, documents, and image URLs.

not rated 1 1mo ago A 159 tokens

vision-extension

717

loudMore/vision-extension

Skill Claude CodeCodex

Use this skill for ANY interaction with vision-extension (the open-source vision pack at github.com/loudMore/vision-extension, containing the vision-extension MCP server) — installing/configuring it, calling its tools (mcpvision-extensiondescribeimage, mcpvision-extensioncompareimages, mcpvision-extensionextracttext)…

not rated 1 2mo ago B 273 tokens original MIT

documentation-server

718

Unity-Billal-mesloub/mcp-documentation-server

Skill Claude CodeCodex

Use when you need to store, retrieve, search, or manage documents in a local knowledge base with semantic search and hybrid (vector + full-text) retrieval. Also use when interacting with the documentation server web interface, managing uploads, or performing AI-powered document analysis. Use this instead of MCP-native…

not rated 1 17d ago A 71 tokens

ml-research-workflow

719

zhyx12/projtool

Skill Claude CodeCodex

Use this skill whenever the user is doing ML experiment work in a projtool-managed repo — that is, requests involving training, runs, manifests, reports, mutagen sync, AutoDL instances, GPU provisioning, experiment branches, worktrees, image builds, research threads / lineage / the docs registry, or projtool tool…

not rated 1 29d ago A 206 tokens original MIT

maha-context-compiler

720

Maha-Strategies/maha-mcp-bridge

Skill Claude CodeCodex

Pre-inference prompt compression middleware that reduces document and prompt token payloads by 74% prior to calling LLMs. Use this tool when prompt context exceeds 10,000 tokens to cut LLM input token costs on Base Mainnet.

not rated 1 1mo ago A 55 tokens original MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: