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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70,704 results · page 1622 of 2,357
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ai-learning-boundary-mapperSkillProductivity
Lets your agent map which parts of an assignment benefit from AI help and which AI use undermines.
Ready to connect★ 90
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ai-llmSkillCloud & infra
Guides your agent through planning, building, and running LLM systems from strategy to deployment.
★ 90
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ai-llm-inferenceSkillAI & models
Teaches your agent how to run large language models faster and cheaper using batching, caching, and quantization.
★ 90
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ai-local-model-opsSkillAI & models
Lets your agent set up and run local AI models on your own machine using tools like Ollama and LM Studio.
★ 90
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ai-ml-data-scienceSkillMedia
Helps your agent build machine learning models and explain fairness, privacy, speech, and vision concepts.
★ 90
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ai-ml-timeseriesSkillAI & models
Guides your agent through time-series forecasting: building, validating, and comparing forecast models.
★ 90
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ai-mlopsSkillCloud & infra
Guides your agent through deploying, monitoring, and fixing production AI systems with release gates and incident plans.
★ 90
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ai-output-critical-audit-designerSkillMedia
Lets your agent audit AI-generated text against six critical thinking standards for student evaluation.
Ready to connect★ 90
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ai-post-trainingSkillAI & models
Lets your agent plan and run post-training for language models, choosing methods like RLHF, DPO, or GRPO.
★ 90
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ai-pretrainingSkillAI & models
Lets your agent build a GPT-style transformer and BPE tokenizer from scratch, step by step.
★ 90
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ai-product-operating-modelSkillAI & models
Lets your agent design how a product team should organize AI work, from platform ownership to data controls.
★ 90
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ai-prompt-engineeringSkillAI & models
Lets your agent write and improve LLM prompts with structured outputs, evals, and safety practices.
★ 90
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ai-ragSkillSearch
Guides your agent through designing a RAG agent skill: picking retrieval modes, chunking, hybrid search, and evaluation.
★ 90
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ai-scaling-lawsSkillAI & models
Lets your agent size AI models and token budgets using scaling laws like Chinchilla.
★ 90
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ai-socratic-dialogue-designerSkillMedia
Lets your agent design multi-round question sequences that test whether AI answers genuinely update or just cave.
Ready to connect★ 90
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ai-vector-brainSkillDatabases & data
Lets your agent build a pgvector retrieval brain for repos, docs, or policy corpora with SQL, scripts, and evals.
★ 90
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ai-voice-botsSkillMonitoring & ops
Lets your agent build and tune voice bots and IVR phone systems with Python speech pipelines.
★ 90
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aifSkillAI & models
Lets your agent set up a project's AI context by analyzing the tech stack and installing relevant skills.
Ready to connect★ 90
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aif-architectureSkillDev tools
Lets your agent analyze your project's tech stack and write an architecture guidelines file with a recommended pattern.
Ready to connect★ 90
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aif-best-practicesSkillDev tools
Lets your agent follow clean-code guidelines for naming, structure, error handling, testing, and code review.
Ready to connect★ 90
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aif-build-automationSkillFiles & storage
Lets your agent analyze a project and generate or improve build files like Makefile, Taskfile, Justfile, or Magefile.
Ready to connect★ 90
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aif-ciSkillSecurity
Lets your agent generate a CI/CD pipeline for GitHub Actions or GitLab CI with linting, tests, and security checks.
Ready to connect★ 90
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aif-commitSkillCommunication
Lets your agent write conventional commit messages by analyzing your staged changes.
Ready to connect★ 90
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aif-docsSkillDocs & knowledge
Lets your agent write and update project documentation, creating a short README plus detailed pages in a docs folder.
Ready to connect★ 90
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aif-evolveSkillDev tools
Lets your agent review past fixes and project patterns to update and improve your existing AI skills.
Ready to connect★ 90
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aif-exploreSkillDev tools
Lets your agent explore and think through ideas and problems with you before writing any code.
Ready to connect★ 90
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aif-fixSkillCommunication
Lets your agent find and fix a specific bug in your codebase, either immediately or from a written plan.
Ready to connect★ 90
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aif-groundedSkillDev tools
Makes your agent answer only with fully verified evidence and say when information is missing instead of guessing.
Ready to connect★ 90
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aif-implementSkillProductivity
Lets your agent work through coding tasks from a plan file step by step, marking each task done as it goes.
Ready to connect★ 90
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aif-improveSkillProductivity
Lets your agent re-analyze your codebase and improve an existing implementation plan by filling gaps and fixing tasks.
Ready to connect★ 90
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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.
68,574 of the 70,704 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 workspace 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.