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

latex-paper-skills

145

yunshenwuchuxun/latex-paper-skills

Skill Claude CodeCodex

Write, revise, and validate ML/AI research papers in LaTeX. Use for topic-to-paper planning, review papers, empirical papers, verified result backfill, citation audits, and academic prose refinement.

not rated 270 +2 9d ago A 47 tokens original MIT

OpenDCAI/DataFlow-WebUI

Skill Claude CodeCodex needs its repo

Plan and write a standard DataFlow pipeline from a target and representative JSONL data. Use when a user asks to select DataFlow operators, trace field dependencies, generate runnable pipeline code, or repair a pipeline with schema or field-flow errors.

not rated 253 +2 1mo ago A SkillSpector: warn 55 tokens original Apache-2.0

model-builder

147

qualcomm/qai-appbuilder

Skill Claude CodeCodex

QAI ModelBuilder. Tools and workflows for conversion, inspection, operator patching, quantization, and inference validation of custom ONNX/PyTorch models on Qualcomm platforms. Use this skill for ONNX/PyTorch-to-QNN or SNPE conversion; route direct .tflite and .pte execution to the matching runtime sub-skill. NOT for…

not rated 253 +3 changed today A 90 tokens

icesixgod/codex-trajectory

Skill Claude CodeCodex

Inspect or show a local Codex task trajectory, including turns, approximate model steps, assistant messages, reasoning summaries, tool calls, failures, compaction, token usage, and timing. Use when the user asks for a trajectory, execution trace, task timeline, slow-tool analysis, current-task timing distribution…

not rated 250 +1 changed yesterday A SkillSpector: pass 88 tokens original MIT

nirholas/three.ws

Skill Claude CodeCodex

Complete mastery guide for designing social media recommendation algorithms — understanding candidate generation, ranking models, engagement prediction, content graph modeling, collaborative filtering, embedding spaces, real-time personalization, exploration vs exploitation tradeoffs, feedback loops, filter bubble…

not rated 247 +7 today A SkillSpector: pass 88 tokens original Apache-2.0

komunite/kalfa

Skill Claude Code

Solopreneurler için pratik prompt mühendisliği rehberi — Claude ve ChatGPT ile verimli çalışma.

not rated 246 +2 5mo ago A 23 tokens original MIT

graphsignal-profiler

151

graphsignal/graphsignal-profiler

Skill Claude CodeCodex

Set up the Graphsignal Profiler for inference workloads — vLLM, SGLang, PyTorch, and dstack services. Use when the user wants GPU profiling, tracing, or monitoring for inference, asks about graphsignal-run or graphsignal.watch(), or asks about CUPTI / Prometheus / OTLP setup.

not rated 245 3mo ago A 74 tokens copy · 100% Apache-2.0

freeride

152

Shaivpidadi/FreeRide

Skill Claude CodeCodex

Manages free AI models from OpenRouter for OpenClaw. Automatically ranks models by quality, configures fallbacks for rate-limit handling, and updates openclaw.json. Use when the user mentions free AI, OpenRouter, model switching, rate limits, or wants to reduce AI costs.

not rated 238 +1 5mo ago A 63 tokens

perforatedai

153

PerforatedAI/PerforatedAI

Skill Claude CodeCodex

Expert in PerforatedAI library for adding artificial dendrites to PyTorch neural networks. Triggers: 'Perforate my model' (start interactive setup), 'debug my perforated model' (debug/optimize existing integration), 'load my perforated model for inference' (deploy trained models), 'export my perforated model'…

not rated 237 changed 1mo ago A SkillSpector: warn 133 tokens original Apache-2.0

rag

154

RailtownAI/railtracks

Skill Claude Code

Build a RAG (retrieval-augmented generation) pipeline using railtracks. Use when the user wants to ingest documents into a vector store and retrieve relevant passages to answer questions.

not rated 234 +1 changed 18d ago A 39 tokens original MIT

implement-sqrl

155

DataSQRL/sqrl

Skill Claude CodeCodex

Use when writing or editing DataSQRL scripts (.sqrl) for data processing, transformation, aggregation, or serving logic. Use for any pipeline logic implementation. Contains SQRL language spec.

not rated 231 changed today A 43 tokens original Apache-2.0

caira

156

microsoft/CAIRA

Skill Claude CodeCodex ✓ vendor

Primary entrypoint for coding agents using CAIRA as reference material to design and build generative AI solutions with Azure AI Foundry, Azure OpenAI-compatible endpoints, agent frameworks, APIs, and frontends tailored to a user's scenario.

not rated 229 1mo ago A SkillSpector: warn 49 tokens original MIT

goai

157

zendev-sh/goai

Skill Claude CodeCodex

GoAI is a Go SDK for AI applications. One unified API across 25+ LLM providers. Inspired by the Vercel AI SDK, adapted to Go idioms (generics, interfaces, channels).

not rated 228 +1 changed 16d ago A 0 tokens original MIT

streamlit/agent-skills

Skill Claude Code

Use for ALL Streamlit tasks: creating, editing, debugging, beautifying, styling, theming, optimizing, or deploying Streamlit apps. Also custom components, st.components.v2, HTML/JS/CSS work. Discovers and loads version-matched reference docs from the user's installed Streamlit (>=1.57). Triggers: streamlit, st.…

not rated 226 +2 3mo ago A Socket: passSnyk: pass 128 tokens copy · 100% Apache-2.0 archived

minimind-learning

159

joyehuang/minimind-notes

Skill Claude CodeCodex

A Chinese-language learning assistant for MiniMind, a small language-model project, that records study notes and recognizes common machine-learning terms.

not rated 222 +4 4mo ago A SkillSpector: warn 76 tokens original Apache-2.0

balukosuri/Andrej-Karpathy-s-Autoresearch-As-a-Universal-Skill

Skill Claude CodeCodex

Self-improving prompt optimization using the Karpathy autoresearch pattern. Scans any repo, suggests optimization targets, auto-defines binary eval metrics, and runs an autonomous generate-eval-score-mutate loop to improve prompts over time. Use when the user asks to optimize, improve, or run autoresearch on anything…

not rated 208 +1 7mo ago A 73 tokens

jccb

161

cloudQuant/backtrader

Skill Claude CodeCodex

A code-search skill for finding information in framework source code using retrieval and grep, a command-line text search tool. It is used when the agent needs to inspect backend framework code.

not rated 203 +2 today A 26 tokens GPL-3.0

NVIDIA/nvalchemi-toolkit

Skill Claude Code ✓ vendor

How to distill a large teacher MLIP into a small student with DistillationStrategy — teacher signals and offline dataset labeling, the teacher loss targets, the on-policy segment loop (propagator, replay buffer, mixed loader), checkpoints and restart, and accuracy/stability evaluation with acceptance thresholds. Use…

not rated 197 +5 today A 109 tokens original Apache-2.0

hm-llm-guardrails

163

rodrigohighermind/highermind-code-skills

Skill Claude CodeCodex

Catálogo de 14 patterns obrigatórios para app que integra LLM (Claude/GPT/Gemini) em produção. Use antes de shippar feature LLM pra produção, quando custo da API explode sem explicação, quando user reclama de "respostas demoram demais" ou "trava no meio", ao adicionar tool calling, agentes ou chat persistente. Cobre…

not rated 196 4mo ago A SkillSpector: pass 149 tokens original MIT

databricks-pipelines

164

Kilo-Org/kilo-marketplace

Skill Codex

Develop Lakeflow Spark Declarative Pipelines (formerly Delta Live Tables) on Databricks. Use when building batch or streaming data pipelines with Python or SQL. Invoke BEFORE starting implementation.

not rated 195 +1 25d ago A SkillSpector: pass 43 tokens original Apache-2.0

agentic-kaggle-skill

165

FrankS-IntelLab/agentic-kaggle-skill

Skill Codex

Kaggle-first end-to-end competition workflow for scored submissions. Use when Codex must run Kaggle or competitive ML workflows through scored submission, including code competitions, validation, metrics, policy-safe public notebook/discussion intel, tabular/text/image modeling, tuning, ensembling/stacking, proactive…

not rated 189 +1 4mo ago A 110 tokens copy · 100% MIT

video-prompting

166

Square-Zero-Labs/video-prompting-skill

Skill Claude CodeCodex

Draft and refine prompts for video generation models (including text-to-video, image/keyframe-to-video, and reference-driven generation), and create character-sheet prompts for image models when the goal is character consistency before image-to-video. Use when a user asks for a "video prompt", a model-specific prompt…

not rated 185 +1 2mo ago A Socket: passSnyk: passSkillSpector: warn 152 tokens original Apache-2.0

sandbase

167

sandbaseai/cli

Skill Claude CodeCodex

Discover better ways to complete tasks. Proactively search SandBase (the sandbasediscover MCP tool, or sandbase discover in a shell) before writing a scraper, before using a generic web fetch for structured data, before telling the user something is inaccessible, and whenever a task needs a capability you do not have…

not rated 184 +2 changed 11d ago A SkillSpector: warn 236 tokens copy · 97% Apache-2.0

art-design-skill

168

Supreme-Ultimate/novel-to-script-team

Skill Claude CodeCodex

An art-design skill for turning character and scene lists into detailed prompts for image-generation tools. It covers visible character details, clothing, locations, objects, camera views, colour, and lighting.

not rated 179 5mo ago A 40 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: