AI Agent Skill Repository

AI Agent Skills Directory

Browse reusable skills for Codex, Claude Code, Cursor, finance, research, web scraping, PPT, football analytics, data, marketing, design, and more.

Browse by scenario

Real skills, grouped by the work your agent needs to finish.

Each directory entry links to real skill pages with GitHub adoption, trust score, install handoff, risk notes, and agent-readable metadata. Use these as starting points when you want a shortlist before asking an agent to install anything.

Design to deployment

Frontend and UI skills

Design direction, Figma implementation, UI review, React performance, browser QA, and safe preview deployments.

  • FLUX, Stable Diffusion, SDXL, SD3, LoRA, Fine Tuning, DreamBooth, Training, Automatic1111, Forge WebUI, Swarm…

    Trust 88Quality 100education
  • fast-stable-diffusion + DreamBooth

    Trust 84Quality 86data-analysis
  • Agentic, long-horizon visual generation: a fuzzy story → a cross-model-audited image-based movie. Brings ARIS…

    Trust 77Quality 77utility

Codex, Claude Code, Cursor

Coding agent skills

Code review, repo inspection, testing, planning, shipping, and engineering workflows for coding agents.

  • Techne101 stars

    Forcing-function skills for AI agents — validated to improve behavior, not just change it.

    Trust 78Quality 68coding-agents
  • Every other tool executes. This one decides what to execute. Chief of Staff skill for Claude Code.

    Trust 71Quality 65utility
  • Upstack16 stars

    Lightweight Red/Green TDD skill suite for Claude Code, Cursor, Codex, and Gemini CLI. Tests before code, alwa…

    Trust 69Quality 62coding-agents

Documents and knowledge

Research and RAG skills

Research, recent-events briefings, PDF parsing, markdown conversion, RAG ingestion, and knowledge workflows.

  • Llamatik151 stars

    True on-device AI for Kotlin Multiplatform (Android, iOS, Desktop, JVM, WASM). LLM, Speech-to-Text and Image…

    Trust 78Quality 70rag-knowledge
  • A diffusion-based framework for document OCR that replaces autoregressive decoding with block-level parallel…

    Trust 78Quality 73document-processing
  • AI.Deploy.Box539 stars

    A toolbox for deep learning model deployment using C++ YoloX | YoloV7 | YoloV8 | Gan | OCR | MobileVit | Scrf…

    Trust 77Quality 61document-processing

Markets and quant

Finance and trading skills

Stock analysis, market research, quant backtesting, financial data, and investment research skills.

  • Bs P153 stars

    Ultra-low latency AVX-512 Polymarket market-making kernel (Logit Jump-Diffusion + Avellaneda-Stoikov in logit…

    Trust 77Quality 67finance

Crawlers and extraction

Web scraping skills

Crawling, scraping, extraction, browser automation, structured data capture, and website-to-markdown workflows.

  • DocDiff349 stars

    ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seal…

    Trust 71Quality 46document-processing
  • Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Anyt…

    Trust 80Quality 65media-automation

Prompts, B-roll, explainers

Video creation skills

Video-generation prompts, B-roll, Vox-style explainers, camera direction, captions, and creative-production workflows.

  • Sana8.3K stars

    SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

    Trust 89Quality 100media-automation
  • TurboDiffusion3.5K stars

    TurboDiffusion: 100–200× Acceleration for Video Diffusion Models

    Trust 84Quality 95media-automation
  • StableAvatar1.2K stars

    We present StableAvatar, the first end-to-end video diffusion transformer, which synthesizes infinite-length…

    Trust 84Quality 82media-automation

Images, video, UI

Design and creative skills

Image, video, creative production, UI design, multimodal generation, and visual workflow skills.

  • A CLI tool/python module for generating images from text using guided diffusion and CLIP from OpenAI.

    Trust 72Quality 64media-automation
  • Diffusers34K stars

    🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

    Trust 90Quality 100media-automation
  • InvokeAI27K stars

    Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthu…

    Trust 90Quality 100media-automation

Analysis and pipelines

Data and analytics skills

Data analysis, analytics, ETL, notebooks, databases, tables, charts, and reporting workflows.

  • PHATE552 stars

    PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high di…

    Trust 76Quality 64data-analysis
  • DiffSinger4.8K stars

    DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (SVS & TTS); AAAI 2022; Official code

    Trust 80Quality 71media-automation
  • stable diffusion webui colab

    Trust 85Quality 91media-automation

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

183

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

176 quality173 maintained

Research

Research and knowledge work

68

Deep research, source comparison, literature review, RAG, knowledge search, and reports.

67 quality65 maintained

Presentation

Presentation and deck workflows

1

PPTX generation, HTML slides, pitch decks, speaker notes, and presentation workflow skills.

1 quality1 maintained

Finance

Finance and quant workflows

14

Market data, SEC filings, portfolio analysis, quant research, backtesting, and risk workflows.

14 quality14 maintained

Marketing

Marketing and growth automation

10

SEO, content operations, lead generation, CRM, email automation, analytics, and growth workflows.

10 quality10 maintained

Design

Design and creative production

137

Design assets, images, video, audio, multimodal media, presentation, and creative production skills.

114 quality67 maintained

Data

Data, BI, and analytics

33

CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis.

33 quality32 maintained

Legal

Legal, policy, and compliance

11

Contract analysis, privacy, policy review, compliance checks, governance, and document risk review.

11 quality11 maintained

Education

Education and tutoring

6

Tutoring, course generation, quizzes, learning analytics, classrooms, and teaching workflows.

6 quality6 maintained

World Cup

Football and World Cup analytics

2

Football data, World Cup dashboards, xG, match prediction, scouting, and sports analytics.

2 quality2 maintained

High-intent entry points

Start from the task, not a keyword list.

These shortcuts use the same trust, supply, and relevance signals as the registry API, so humans and agents land on a useful shortlist faster.

Agent-readable index

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 455 ranked candidates matching "diffusion-forcing"

Best blend of quality, stars, freshness, and agent usage

1

Diffusion Forcing Transformer

NEEDS REVIEW · 48TRUST · 69SAFE · EXPERIMENTALDESIGN

[ICML 2025] Official PyTorch Implementation of "History-Guided Video Diffusion"

$ npx skills add kwsong0113/diffusion-forcing-transformer
673 stars43 quality69 trustExperimental1y since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Design and creative

CLI + Codex · 4 targets

pythonvideo-generation
by kwsong0113DetailsQuick view
2

Stable Diffusion Webui

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDDESIGN

Stable Diffusion web UI

$ npx skills add AUTOMATIC1111/stable-diffusion-webui
163.7K stars71 quality87 trustReviewed5mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonimage-generation
by AUTOMATIC1111DetailsQuick view
3

Stable Diffusion.Cpp

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDDESIGN

Diffusion model(SD,Flux,Wan,Qwen Image,Z-Image,...) inference in pure C/C++

$ npx skills add leejet/stable-diffusion.cpp
6.3K stars68 quality87 trustReviewed2mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Design and creative

CLI + Codex · 4 targets

c++image-generation
by leejetDetailsQuick view
4

TurboDiffusion

VERIFIEDEXCELLENT · 95TRUST · 84SAFE · REVIEWEDDESIGN

TurboDiffusion: 100–200× Acceleration for Video Diffusion Models

$ npx skills add thu-ml/TurboDiffusion
3.5K stars64 quality84 trustReviewed4mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Design and creative

CLI + Codex · 4 targets

pythonvideo-generation
by thu-mlDetailsQuick view
5

Custom Diffusion

VERIFIEDEXCELLENT · 90TRUST · 84SAFE · REVIEWEDRESEARCH

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

$ npx skills add adobe-research/custom-diffusion
2.0K stars65 quality84 trustReviewed2mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Research agents

CLI + Codex · 4 targets

pythoncomputer-vision
by adobe-researchDetailsQuick view
6

Stable Diffusion Videos

VERIFIEDSTRONG · 84TRUST · 84SAFE · REVIEWEDDESIGN

Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts

$ npx skills add nateraw/stable-diffusion-videos
4.7K stars56 quality84 trustReviewed8mo since pushSafe to try
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by naterawDetailsQuick view
7

Multidiffusion Upscaler For Automatic1111

VERIFIEDPROMISING · 66TRUST · 78SAFE · REVIEWEDDESIGN

Tiled Diffusion and VAE optimize, licensed under CC BY-NC-SA 4.0

$ npx skills add pkuliyi2015/multidiffusion-upscaler-for-automatic1111
5.0K stars53 quality78 trustReviewed with permission notes2y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonimage-generation
by pkuliyi2015DetailsQuick view
8

Dreambooth Stable Diffusion

VERIFIEDPROMISING · 69TRUST · 80SAFE · REVIEWEDDESIGN

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/ab…

$ npx skills add JoePenna/Dreambooth-Stable-Diffusion
3.2K stars51 quality80 trustReviewed with permission notes3y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

CLI + Codex · 4 targets

jupyter-notebookmachine-learning
by JoePennaDetailsQuick view
9

Causal Forcing

STRONG · 77TRUST · 80SAFE · REVIEWEDDESIGN

[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal For…

$ npx skills add thu-ml/Causal-Forcing
786 stars54 quality80 trustReviewed2mo since pushSafe to try
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Design and creative

CLI + Codex · 4 targets

pythonvideo-generation
by thu-mlDetailsQuick view
10

MultiDiffusion

VERIFIEDPROMISING · 60TRUST · 76SAFE · EXPERIMENTALDESIGN

Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)

$ npx skills add omerbt/MultiDiffusion
1.1K stars48 quality76 trustExperimental3y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Design and creative

CLI + Codex · 4 targets

jupyter-notebookimage-generation
by omerbtDetailsQuick view
11

Diffusiondb

VERIFIEDPROMISING · 66TRUST · 77SAFE · EXPERIMENTALCODING

A large-scale text-to-image prompt gallery dataset based on Stable Diffusion

$ npx skills add poloclub/diffusiondb
1.4K stars49 quality77 trustExperimental2y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

pythoncomputer-vision
by poloclubDetailsQuick view
12

Stable Diffusion Prompt Reader

VERIFIEDPROMISING · 66TRUST · 79SAFE · REVIEWEDDESIGN

A simple standalone viewer for reading prompts from Stable Diffusion generated image outside the webui.

$ npx skills add receyuki/stable-diffusion-prompt-reader
1.3K stars49 quality79 trustReviewed with permission notes2y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonimage-generation
by receyukiDetailsQuick view
13

MinerU Diffusion

STRONG · 73TRUST · 78SAFE · REVIEWEDRESEARCH

A diffusion-based framework for document OCR that replaces autoregressive decoding with block-level parallel diffusion decoding.

$ npx skills add opendatalab/MinerU-Diffusion
598 stars50 quality78 trustReviewed with permission notes4mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Document processing

CLI + Codex · 4 targets

pythonpdf
by opendatalabDetailsQuick view
14

Stable Diffusion Docker

NEEDS REVIEW · 49TRUST · 72SAFE · EXPERIMENTALDESIGN

Run the official Stable Diffusion releases in a Docker container with txt2img, img2img, depth2img, pix2pix, upscale4x, and inpaint.

$ npx skills add fboulnois/stable-diffusion-docker
748 stars39 quality72 trustExperimental3y since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonimage-generation
by fboulnoisDetailsQuick view
15

Clip Guided Diffusion

PROMISING · 64TRUST · 72SAFE · EXPERIMENTALDESIGN

A CLI tool/python module for generating images from text using guided diffusion and CLIP from OpenAI.

$ npx skills add afiaka87/clip-guided-diffusion
460 stars45 quality72 trustExperimentalOpenAI Agents7mo since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Multimodal media

OpenAI Agents + CLI · 4 targets

pythonimage-generation
by afiaka87DetailsQuick view
16

LLM GroundedDiffusion

NEEDS REVIEW · 42TRUST · 69SAFE · EXPERIMENTALDESIGN

LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models (LLM-grounded Diffusion: LMD, TMLR 2024)

$ npx skills add TonyLianLong/LLM-groundedDiffusion
481 stars37 quality69 trustExperimental2y since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonimage-generation
by TonyLianLongDetailsQuick view

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Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.

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