ahel is live on Product Hunt today. Upvote

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.

Filter by category

54,017 results · page 195 of 1,801

  • ai-augmented-economistSkillDev tools

    Guides your agent to plan how AI tools can be used in economic research, teaching, and policy work with privacy safeguards.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • Answering Research QuestionsSkillSearch

    Guides your agent through a step-by-step literature research workflow: searching papers, scoring relevance, and synthesizing findings.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • anti-hallucinationSkillFiles & storage

    Makes your agent stop guessing and verify facts, code, and file paths before acting on them.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • auto-empirical-research-skillsSkillMonitoring & ops

    Lets your agent find and load the right research skill for econometrics, causal inference, replication, or paper writing.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • bayesian-estimationSkillAI & models

    Guides your agent through Bayesian statistics: setting priors, running MCMC, checking convergence, and reporting results.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • bayesian-workflowSkillAI & models

    Guides your agent through rigorous Bayesian modeling in PyMC with built-in checks for priors, convergence, and calibration.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • briefing-noteSkillDocs & knowledge

    Turns a policy topic into a structured 1-2 page briefing note with issue, background, options, and recommendation.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • Building Paper Screening RubricsSkillDev tools

    Lets your agent build and refine paper screening rubrics for literature searches through brainstorming and testing.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • causal-inferenceSkillAI & models

    Lets your agent apply causal inference methods like difference-in-differences and instrumental variables to observational data.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • causal-inference-mixtapeSkillMedia

    Lets your agent write causal inference code like DiD, instrumental variables, and regression discontinuity in Python, R, or Stata.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • check-citationsSkillDev tools

    Checks your bibliography against CrossRef, Semantic Scholar, and OpenAlex to catch fake or AI-hallucinated citations.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • Checking ChEMBL for Structured SAR DataSkillDatabases & data

    Lets your agent check if a medicinal chemistry paper is in the ChEMBL database to get curated bioactivity data instead of parsing PDFs.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • chinese-ppt2SkillDev tools

    Guides your agent to build polished Chinese academic Beamer slide decks in LaTeX with proper spacing and natural wording.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • chinese-quote-converterSkillFiles & storage

    Converts straight English quotation marks into proper Chinese curved quotes in text and markdown files.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • citation-fidelitySkillDocs & knowledge

    Lets your agent verify academic citations by locating each quote on the original PDF page and flagging ones it cannot find.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • Cleaning Up Research SessionsSkillFiles & storage

    Lets your agent clear temporary files from finished research sessions while keeping all important results safe.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • codebook-passSkillDev tools

    Lets your agent clean survey data with a standardized workflow for missing values, variable coding, and outliers.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • coding-guidelinesSkillDev tools

    Gives your agent a set of coding rules for Python and Stata so research scripts follow one consistent style.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • Command DevelopmentSkillFiles & storage

    Guides your agent to write custom slash commands as Markdown files with arguments and frontmatter.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • cost-benefitSkillCommerce & finance

    Lets your agent run a full cost-benefit analysis with NPV, benefit-cost ratios, sensitivity checks, and a headline verdict.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • data-cleaningSkillDev tools

    Guides your agent to clean and transform messy datasets into analysis-ready files using Python, R, or Stata.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • data-docSkillDatabases & data

    Guides your agent to document datasets, variables, sources, and merge keys in structured templates for replication.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • data-fetcherSkillCommerce & finance

    Lets your agent download economic and financial data from FRED, World Bank, BLS, OECD, and Yahoo Finance.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • did-analysisSkillMonitoring & ops

    Guides your agent through Difference-in-Differences econometric analysis, from parallel trends tests to staggered treatment designs.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • did-reviewerSkillDev tools

    Lets your agent check the parallel trends assumption and plot diagnostics before running a difference-in-differences analysis.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • do-agentSkillProductivity

    Lets your agent break a big task into a multi-stage plan and run up to 10 parallel sub-agents to complete it.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • dowhySkillAI & models

    Lets your agent run causal analysis to answer whether X actually causes Y, not just whether they're correlated.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • econ-abstract-writingSkillDev tools

    Lets your agent draft and revise an economics paper abstract following patterns from top journals.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • econ-auditSkillDocs & knowledge

    Lets your agent review economic reports like fiscal briefings for methodology errors and get a severity-ranked scorecard.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

    View details
  • econ-intro-writingSkillDev tools

    Guides your agent to draft and revise the introduction section of an academic economics paper.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k 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.

53,585 of the 54,017 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