Data and AI skills

10,073 tagged Data and AI, measured the same way as everything else here.

Browse within: LLM 276agent 129agents 127agentic-ai 112cli 75skills 70anthropic-claude 59machine-learning 57javascript 56ai-scientist 55chatgpt 55coding-agents 53openai 53bioinformatics 44

image-prompt

121

gongnyang/gongnyang-prompt-kit

Skill Claude CodeCodex

A Korean-language prompt-writing toolkit for turning vague image requests into detailed prompts for GPT Image. It covers posters, covers, illustrations, promotional materials, typography, presentations, and related formats.

not rated 321 +2 1mo ago A SkillSpector: pass 231 tokens original MIT

veritasreason

122

bibinprathap/VeritasGraph

Skill Claude Code

VeritasReason full-stack knowledge graph skill for context graphs, decision intelligence, explainability, extraction, reasoning, visualization, ontology, provenance, policy, and export workflows.

not rated 316 +2 today A 38 tokens

zhouwei713/seedance-prompt

Skill Claude CodeCodex

A skill for writing structured prompts for AI video generators such as Sora, Runway, and Veo. It focuses on videos that look like real recordings, including phone footage, home videos, documentary clips, and security-camera footage.

not rated 314 +1 1mo ago A 141 tokens original MIT

blockify-integration

124

iternal-technologies-partners/blockify-agentic-data-optimization

Skill Claude CodeCodex

Process documents with Blockify API to create optimized IdeaBlocks for RAG. Search external ChromaDB knowledge bases with 100k+ blocks. Use when processing documentation, creating knowledge bases, improving AI context retrieval, or when user mentions Blockify, IdeaBlocks, or knowledge distillation.

not rated 313 +1 4mo ago A 63 tokens

tangermeme

125

jmschrei/tangermeme

Skill Claude CodeCodex

Use for any task involving the tangermeme library — post-training analysis of genomic sequence-to-function (S2F) deep learning models. Triggers on predictions, DeepLIFT/SHAP attributions, marginalization/ablation/spacing of motifs, saturation mutagenesis (ISM), variant effect scoring, sequence design, seqlet calling…

not rated 310 6d ago A SkillSpector: pass 127 tokens original MIT

nicobailon/pi-prompt-template-model

Skill Claude CodeCodex needs its repo

Write and run custom Pi prompt templates (slash commands) for this extension. Use when creating templates with model selection, deterministic pre-steps, loops, chains, subagents, or best-of-N compare flows.

not rated 308 +1 10d ago A SkillSpector: warn 47 tokens original MIT

cloud-deploy-gate

127

zorost/AI-Engineering-Lab

Skill Claude CodeCodex

The pre-deployment gate for managed AI platforms (Azure AI Foundry, Google Vertex AI, AWS Bedrock), evals packed, budget set, guardrails on, owner named. Use before any cloud deployment.

not rated 309 +5 21d ago A SkillSpector: pass 49 tokens original MIT

ghostwriter

128

superzhang21/ghostwriter

Skill Claude CodeCodex

Use when switching AI persona/language style. Syncs 13+ character profiles (Ding Yuanying, Lin Daiyu, Lu Xun, Li Yunlong, etc.) from GitHub, generates persona prompts with thinking patterns, rhetoric, and speech traits.

not rated 302 +1 1mo ago A 57 tokens

databricks/databricks-agent-skills

Skill Codex ✓ vendor

Build custom Python data sources for Apache Spark using the PySpark DataSource API — batch and streaming readers/writers for external systems. Use this skill whenever someone wants to connect Spark to an external system (database, API, message queue, custom protocol), build a Spark connector or plugin in Python…

not rated 303 +11 today A 129 tokens

llm-intern-skill

130

wanyichen06/LLMInternSkill

Skill Claude CodeCodex

Use when polishing, diagnosing, tailoring, or exporting resumes for LLM, RAG, Agent, Agentic RL, post-training, pretraining, AIGC, search/ranking, multimodal, AI backend, or LLM algorithm internships from raw resume text, a materials folder, and/or a target job description. Audits evidence, maps JD fit, enforces truth…

not rated 301 +6 1mo ago A 116 tokens original MIT

habitat-gs-train

131

zju3dv/habitat-gs

Skill Claude CodeCodex needs its repo

Train and evaluate a navigation policy in the habitat-gs simulator. Covers the full generate-episodes → train → evaluate flow for PointNav / ImageNav / ObjectNav (Habitat-Lab + DDPPO reinforcement learning) and for Vision-and-Language Navigation (StreamVLN, Uni-NaVid). Use when the user wants to train, fine-tune…

not rated 289 +4 27d ago A SkillSpector: pass 114 tokens original MIT

ling-kong-ran/pisper

Skill Claude Code

Audit and optimize Pisper system-prompt and tool-schema token overhead while preserving stable prompt-cache prefixes, permissions, and runtime behavior. Invoke only for explicit prompt or tool-context optimization work.

not rated 284 +4 today A SkillSpector: pass 42 tokens original MIT

local-llm-router

133

hoodini/ai-agents-skills

Skill Claude CodeCodex

Route AI coding queries to local LLMs in air-gapped networks. Integrates Serena MCP for semantic code understanding. Use when working offline, with local models (Ollama, LM Studio, Jan, OpenWebUI), or in secure/closed environments. Triggers on local LLM, Ollama, LM Studio, Jan, air-gapped, offline AI, Serena, local…

not rated 278 +1 1mo ago A 98 tokens

unsloth-buddy

134

TYH-labs/unsloth-buddy

Skill Claude CodeCodex

This skill should be used when users want to fine-tune language models or perform reinforcement learning (SFT, DPO, GRPO, ORPO, KTO, SimPO) using the highly optimized Unsloth library. Covers environment setup, LoRA patching, VRAM optimization, vision/multimodal fine-tuning, TTS, embedding training, and…

not rated 277 2mo ago C 123 tokens original MIT

rag-evaluate-quality

135

lyonzin/knowledge-rag

Skill Claude CodeCodex

Periodically measure the retrieval quality of the knowledge base using evaluateretrieval (MRR@5, Recall@5, Precision@5) plus getindexstats for health metrics. Run weekly, after significant reindex activity, or when the user reports declining answer quality. Prevents silent index rot and grounds "should we tune X"…

not rated 273 +4 4d ago A SkillSpector: pass 78 tokens original MIT

x2strategy

136

ALAGENT-HKU/x2strategy

Skill Claude Code

ALAGENT X2Strategy: any research input (PDF paper, Markdown draft, DOCX report, text notes, or keyword search) → structured strategy specification → executable Backtrader code → backtest → diagnosis report. Two core capabilities: (1) paper2spec extracts multi-strategy specs from any document via 5-layer LLM…

not rated 270 +2 2mo ago A 210 tokens

xianyu110/awesome-gptimage2

Skill Codex

Build, validate, search, export, and maintain structured GPT image prompt case libraries with stable IDs, localized categories, prompt fingerprints, source attribution, and license metadata. Use when Codex needs to import prompt/image examples, deduplicate cases, query reusable prompts, update a case-library JSON…

not rated 261 +2 1mo ago A 73 tokens

icesixgod/codex-trajectory

Skill Codex

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, visual event ledger, or live…

not rated 245 +2 3d ago A SkillSpector: pass 78 tokens original MIT

graphsignal-profiler

139

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 244 1mo ago A 74 tokens original Apache-2.0

komunite/kalfa

Skill Claude Code

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

not rated 244 4mo ago A 23 tokens original MIT

perforatedai

141

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). Also use when: debugging dendrite…

not rated 237 today A SkillSpector: warn 115 tokens original Apache-2.0

freeride

142

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 234 +1 4mo ago A 63 tokens

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 234 +7 12d ago A SkillSpector: warn 55 tokens original Apache-2.0

caira

144

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 227 6d ago A SkillSpector: warn 49 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: