Data and AI skills

10,486 tagged Data and AI, measured the same way as everything else here.

Browse within: LLM 328agentic-ai 148skills 140agent 134agents 125coding-agents 91cli 86chatgpt 77machine-learning 64anthropic-claude 60openai 56javascript 54antigravity 52bioinformatics 46

coleam00/cole-medin-knowledge-base

Skill Claude Code

Build an OKF (Open Knowledge Format) knowledge base from any YouTube channel. Uses Google's OKF standard so any AI can read the output with zero setup. Uses Supadata (managed API, paid). Invoke with /channel-to-kb-supadata @ChannelHandle.

not rated 141 +2 2mo ago A 63 tokens

dkg-importer

194

OriginTrail/dkg

Skill Claude CodeCodex

Bulk-import a large RDF graph (code graph, corpus, GitHub history, etc.) into a DKG node's working memory. Use this skill when you need to push more than a few thousand triples in a single import — it codifies the chunking budgets, the assertion-loop shape, the resumability manifest, and the canonical URI rules so…

not rated 140 +4 changed 1mo ago A SkillSpector: warn 87 tokens original Apache-2.0

open-infra-skills/infra-skills

Skill Codex

Profile, benchmark, debug, and optimize AI training workloads on Moore Threads MUSA GPUs while preserving numerical behavior. Use for Torch MUSA, MTT GPUs, mthreads-gmi, Moore Perf System (msys), Moore Perf Compute (mcu), MFU/HFU, FlashAttention/FA2, SDPA, torch.compile, FSDP/FSDP2, MCCL, distributed hangs, low-batch…

not rated 140 +2 3mo ago A SkillSpector: pass 110 tokens original Apache-2.0

WackyGem/Fleur

Skill Codex

A runbook for replaying past data through Dagster pipelines, which are scheduled workflows for processing data. It describes how to use the project’s `dg launch` commands and shared backfill jobs.

not rated 138 +3 changed 14d ago A SkillSpector: pass 46 tokens original MIT

chroma

197

AlexAI-MCP/hermes-CCC

Skill Claude CodeCodex

Open-source embedding database for RAG — store embeddings, vector search, metadata filtering. Simple API, scales from notebook to production.

not rated 134 6mo ago A 29 tokens

local-rag-search

198

nkapila6/mcp-local-rag

Skill Claude CodeCodex

Efficiently perform web searches using the mcp-local-rag server with semantic similarity ranking. Use this skill when you need to search the web for current information, research topics across multiple sources, or gather context from the internet without using external APIs. This skill teaches effective use of…

not rated 134 1mo ago A SkillSpector: pass 80 tokens original MIT

lazyFrogLOL/Harness_Engineering

Skill Claude CodeCodex

This skill provides guidance for implementing tensor parallelism in PyTorch, specifically column-parallel and row-parallel linear layers. Use when implementing distributed neural network layers that split weights/activations across multiple ranks, working with torch.distributed for model parallelism, or implementing…

not rated 129 +1 5mo ago A 69 tokens

audit-prompt-caching

200

sernote/audit-prompt-caching

Skill Codex

Use whenever the user mentions cachedtokens=0,totalcachedtokens,cachereadinputtokens,cachecreationinputtokens,cachewritetokens,promptcachekey,promptcacheoptions,promptcachebreakpoint,previousinteractionid,cachecontrol/cachePoint,TTFT,KV reuse…

not rated 129 +2 changed 1mo ago A SkillSpector: pass 139 tokens original MIT

nativeprompt

201

edvardgrishin27/nativeprompt

Skill Claude CodeCodex

A prompt editor that adapts a user's request to the rules of a selected coding model, such as Claude Code, Codex, Gemini CLI, or GPT-5.

not rated 128 changed 26d ago A 147 tokens original MIT

reprompter

202

AytuncYildizli/reprompter

Skill Claude Code

Two intents: Improve ("reprompt this") emits a scored spec prompt; Build ("one-shot this") emits a build prompt for a whole app/game/site. Use when: "reprompt", "clean up this prompt", "before /goal", "Codex /goal", "Claude Code /goal", "Hermes /goal", "repromptverse", "reprompter teams", "smart run", "run with…

not rated 119 +1 2d ago D 267 tokens original MIT

gno

203

gmickel/gno

Skill Claude Code

Search local documents, files, notes, and knowledge bases. Index directories, search with BM25/vector/hybrid, get AI answers with citations. Use when user wants to search files, find documents, query notes, look up information in local folders, index a directory, set up document search, build a knowledge base, needs…

not rated 118 +3 yesterday A 86 tokens original MIT

ledidi

204

jmschrei/ledidi

Skill Claude CodeCodex

Use for any task involving the ledidi library — gradient-based design of minimal edits to categorical sequences (DNA/RNA/protein) so that a frozen oracle model predicts a desired output. Triggers on designing or editing a sequence, inserting or knocking out a motif or binding site, hitting a target model output, cell…

not rated 117 +1 changed 1mo ago A SkillSpector: pass 126 tokens original Apache-2.0

luma-vision

205

JochenYang/luma-mcp

Skill Claude CodeCodex

A skill for analyzing images with several external vision models. It is activated only when a user starts a request with /skill luma-vision and includes an image.

not rated 116 2mo ago A SkillSpector: pass 37 tokens original MIT

kimix_api

206

Sikao-Engine/KimiX

Skill Claude CodeCodex

Guide for using KimiX API utilities covering kimix, kimix.utils, kimix.base, kimix.dag, kimix.network, kimix.server, kimix.parser, kimix.cot, kimix.retrieval, kimix.summarize, and kimiagentsdk.

not rated 113 +1 changed today A 63 tokens

setup-open-index

207

DrDroidLab/open-index

Skill Claude CodeCodex

Install and configure Open Index as the read/write context layer for a domain-specialized agent. Use when setting up a legal, marketing, customer support, sales, infrastructure, or other domain agent with Open Index over MCP.

not rated 113 +1 2mo ago A SkillSpector: pass 48 tokens original MIT

rt22766/claude-skill-model-fingerprint

Skill Claude CodeCodex

A check for whether an API is really serving a Claude model rather than a model with an unclear source or a third-party wrapper. It can run quick checks and, when needed, a deeper review of identity, tools, metadata, and nested responses.

not rated 111 7mo ago A 83 tokens

okf-generator

209

UmairBaig8/okf-generator

Skill Claude CodeCodex

Generate OKF (Open Knowledge Format) v0.2 knowledge bundles from codebases, and look up exact concepts for AI agent context injection. Use this skill whenever the user wants to: index a codebase, generate OKF bundles, extract code knowledge into structured markdown, convert codebases into training data, look up…

not rated 110 +1 2mo ago A 134 tokens original MIT

prompt-sensei

210

chengzhongwei/Prompt-sensei

Skill Claude Code

Stage-aware prompt coaching, prompt improvement, lookback analysis, prompting habit feedback, and local reports about prompt quality for AI coding agents such as Claude Code or Codex.

not rated 109 +2 3mo ago A 39 tokens original Apache-2.0

early-experience-data

211

OSU-NLP-Group/EarlyExperience

Skill Claude CodeCodex

Use this skill whenever the user asks to generate, collect, inspect, or prepare early-experience training data (Implicit World Modeling or Self-Reflection, in the sense of arXiv:2510.08558) for an agent environment. Trigger phrases include "rollout", "collect expert trajectories", "generate reflection", "smoke test…

not rated 104 3mo ago A SkillSpector: pass 125 tokens original MIT

hybrid-memory

212

clawdbrunner/openclaw-graphiti-memory

Skill Claude CodeCodex

Hybrid memory strategy combining OpenClaw's built-in QMD vector memory with Graphiti temporal knowledge graph. Use for all memory recall requests.

not rated 103 3mo ago A SkillSpector: pass 32 tokens original MIT

fdueblab/Micro-Agent

Skill Claude CodeCodex

Technical guidance for recognizing human actions in video without training a new machine-learning model or using an LLM. It describes a pipeline that samples video frames, estimates body poses, measures movement, and assigns labels with rules.

not rated 101 changed 29d ago A SkillSpector: pass 0 tokens original MIT

yolodex

214

qtzx06/yolodex

Skill Claude Code

Train a custom YOLO object detection model from any YouTube gameplay video. Provide a video URL and target classes, and this skill handles the entire pipeline autonomously — frame extraction, AI-powered labeling, data augmentation, training, and evaluation with iterative improvement.

not rated 96 6mo ago A 56 tokens

dat-skill

215

that-company/dat-skill

Skill Codex

Default path for any cloud training work in Dat. Use this skill whenever a task needs cloud training, GPU training, model fine-tuning, training evaluation, long-running training compute, or hosted training job orchestration. Also use it to submit prepared packages, handle approval/session handoff, track jobs, cancel…

not rated 93 3mo ago A 77 tokens

deeprefine

216

HKUST-KnowComp/DeepRefine-Skill

Skill Claude CodeCodex

Agent-native DeepRefine refinement loop — same control flow as DeepRefine.refine(), graphify search instead of FAISS, session LLM, dry-run review before approved graph writes.

not rated 93 2mo ago A SkillSpector: pass 42 tokens original MIT

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