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Skills.

Give your AI a better way to work.

A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.

Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.

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55,543 results · page 103 of 1,852

  • slime-rl-trainingSkillAI & models

    Guides your agent through RL post-training of GLM models using the slime framework with Megatron and SGLang.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

    View details
  • sparse-autoencoder-trainingSkillAI & models

    Guides your agent through training sparse autoencoders to break down neural network activity into interpretable features.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

    View details
  • speculative-decodingSkillCloud & infra

    Teaches your agent how to speed up LLM text generation using speculative decoding and related techniques.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

    View details
  • stable-diffusion-image-generationSkillMedia

    Lets your agent generate images from text descriptions, edit existing images, or fill in missing parts of images.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

    View details
  • systems-paper-writingSkillDev tools

    Guides your agent through writing systems research papers with structure templates, checklists, and venue deadlines.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

    View details
  • tensorboardSkillMonitoring & ops

    Lets your agent visualize machine learning training metrics, compare experiments, and profile model performance in TensorBoard.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

    View details
  • tensorrt-llmSkillCloud & infra

    Lets your agent speed up running large language models on NVIDIA GPUs using TensorRT optimizations.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

    View details
  • torchforge-rl-trainingSkillDev tools

    Guides your agent through setting up and running reinforcement learning training with PyTorch using torchforge.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

    View details
  • training-llms-megatronSkillAI & models

    Lets your agent train large language models (2B-462B parameters) with efficient GPU parallelism strategies.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

    View details
  • transformer-lens-interpretabilitySkillAI & models

    Guides your agent through inspecting and editing transformer model internals to study how the model works.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

    View details
  • unslothSkillDocs & knowledge

    Gives your agent expert guidance on fine-tuning language models faster with less memory using Unsloth.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

    View details
  • verl-rl-trainingSkillAI & models

    Guides your agent through training LLMs with reinforcement learning methods like RLHF, GRPO, and PPO using verl.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

    View details
  • weights-and-biasesSkillMonitoring & ops

    Lets your agent log machine learning experiments, view training charts, run hyperparameter sweeps, and manage model registries.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

    View details
  • whisperSkillMedia

    Lets your agent transcribe audio to text, translate speech to English, and identify spoken languages.

    Ready to connect★ 13k

    github.com/orchestra-research/ai-research-skills13k stars

    View details
  • build-px4SkillCloud & infra

    Build PX4 board firmware in the px4-dev Docker container, including git worktrees, and stage commit-labeled artifacts without flashing hardware.

    Ready to connect★ 13k

    github.com/px4/px4-autopilot13k stars

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  • rebase-onto-mainSkillDev tools

    Lets your agent rebase a git branch onto main, handling squash-merged parent branches cleanly.

    Ready to connect★ 13k

    github.com/px4/px4-autopilot13k stars

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  • api-ref-toneSkillDev tools

    Gives your agent tone-of-voice rules for writing Highcharts API reference documentation.

    Ready to connect★ 12k

    github.com/highcharts/highcharts12k stars

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  • optimizeSkillFiles & storage

    Lets your agent improve Highcharts chart code for faster runtime and smaller file size without changing behavior.

    Ready to connect★ 12k

    github.com/highcharts/highcharts12k stars

    View details
  • building-emdash-siteSkillFiles & storage

    Guides your agent to build and customize websites on the EmDash CMS using Astro, from pages to deployment.

    Ready to connect★ 12k

    github.com/emdash-cms/emdash12k stars

    View details
  • creating-pluginsSkillFiles & storage

    Guides your agent to build plugins for EmDash CMS with hooks, storage, settings, admin pages, and API routes.

    Ready to connect★ 12k

    github.com/emdash-cms/emdash12k stars

    View details
  • emdash-cliSkillDev tools

    Lets your agent manage content, media, and collections in an EmDash CMS from the command line.

    Ready to connect★ 12k

    github.com/emdash-cms/emdash12k stars

    View details
  • implementSkillDev tools

    Lets your agent implement a requested code change in EmDash, run focused checks, and report the results.

    Ready to connect★ 12k

    github.com/emdash-cms/emdash12k stars

    View details
  • investigateSkillDev tools

    Lets your agent investigate a single reported issue end to end: reproduce, diagnose, and verify with evidence.

    Ready to connect★ 12k

    github.com/emdash-cms/emdash12k stars

    View details
  • repro-adminSkillWeb & browsing

    Lets your agent reproduce admin UI bugs by driving the app in a browser and saving screenshots and a transcript.

    Ready to connect★ 12k

    github.com/emdash-cms/emdash12k stars

    View details
  • repro-apiSkillWeb & browsing

    Lets your agent reproduce EmDash bugs at the API level using failing tests in a container.

    Ready to connect★ 12k

    github.com/emdash-cms/emdash12k stars

    View details
  • repro-publicSkillWeb & browsing

    Lets your agent reproduce bugs on a public site and capture screenshots plus a replayable transcript.

    Ready to connect★ 12k

    github.com/emdash-cms/emdash12k stars

    View details
  • reviewSkillDev tools

    Lets your agent review a pull request for bugs and convention violations and return line-anchored findings.

    Ready to connect★ 12k

    github.com/emdash-cms/emdash12k stars

    View details
  • ux-acceptance-coordinatorSkillWeb & browsing

    Lets your agent coordinate browser-based UX acceptance tests against a disposable admin site and report results.

    Ready to connect★ 12k

    github.com/emdash-cms/emdash12k stars

    View details
  • ux-acceptance-testerSkillWeb & browsing

    Lets your agent walk through a website like a user and report where the journey works or gets stuck.

    Ready to connect★ 12k

    github.com/emdash-cms/emdash12k stars

    View details
  • wordpress-plugin-to-emdashSkillDev tools

    Helps your agent convert WordPress plugins, themes, or custom post types to work with EmDash CMS.

    Ready to connect★ 12k

    github.com/emdash-cms/emdash12k stars

    View details

What is a skill?

A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.

55,111 of the 55,543 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.

Install one and every AI you use gets it

Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.

Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.

See how to connect your AI