Official Core
Claude · Codex · Copilot Skill Creator
Create clean SKILL.md folders with focused instructions, references, examples, and optional scripts.
Use it when You want to turn a repeatable workflow into a portable agent skill.
Build Future field guide · Updated July 30, 2026
Give your AI a better way to work.
Skills are reusable instructions that turn a general AI agent into a capable specialist. Find a proven workflow, copy the starter, and adapt it to your team.
Skills, in plain English
A playbook your agent can actually follow.
- 01
Pick the job
Search by outcome or browse the track closest to your work.
- 02
Check the source
Review who made it, what it can touch, and whether the licence fits.
- 03
Copy and shape it
Start with our portable template, then add your standards and context.
Start here
Four useful first moves.
Build a workflow, research a customer, design a screen, or review a skill before it gets real access.
01
Core
02 Skill Creator
Create clean SKILL.md folders with focused instructions, references, examples, and optional scripts.
Sales
03 Account Research
Research an account, company, or buyer before outreach, meetings, or deal review.
Design
04 UI Design with Stitch
Generate and iterate on UI designs through the Stitch design MCP server.
Security
Agent Skill Threat Review
Review a third-party skill against the OWASP Agentic Skills Top 10 for code-layer and instruction-layer risks.
The directory
Find the right skill.
70 skills shown
No skill matches that search yet. Try a broader job or browse another track.
03
Core
Baseline skill formats, document workflows, and safety checks.
Build Future Original Core
Claude · Codex · Cursor Skill Security Scan
Review third-party skills for suspicious instructions, scripts, secrets, network calls, and unsafe scope.
Use it when You are about to install or publish a third-party SKILL.md package.
Official Core
Claude · Codex Document Skills
Work with PDFs, spreadsheets, Word docs, and presentations using agent-readable office workflows.
Use it when You need agents to inspect, transform, or produce office files.
12
Software
Code review, CI repair, web testing, migrations, and agent engineering.
Official Software
Claude · Codex Webapp Testing
Run a local web app, inspect browser output, capture screenshots, and debug UI behavior.
Use it when You need an agent to verify that a web app actually renders and works.
Official Software
Codex · Claude Fix GitHub CI
Inspect failing GitHub Actions logs, identify the likely cause, patch the issue, and verify the fix.
Use it when A pull request or main branch has failing GitHub checks.
Official Software
Codex · Claude Address PR Comments
Collect actionable PR review comments, implement fixes, and report what changed.
Use it when You need an agent to handle review feedback without losing thread context.
Official Software
Codex · Claude · Cursor React Best Practices
Review React and Next.js code for rendering, accessibility, performance, and maintainability.
Use it when You are building or reviewing modern React/Next.js interfaces.
Verified Software
Claude · Codex · Cursor Engineering Workflow Skills
Code review, TDD, debugging, migrations, simplification, and engineering documentation workflows.
Use it when You want a broad but practical software-agent operating system.
Official Software
Codex · Claude Vercel Deployment
Deploy, inspect, optimize, and debug Vercel-hosted apps with agent-readable workflows.
Use it when You need an agent to work with Vercel projects or deployment output.
Official Software
Claude · Codex · Cursor AI/ML Engineering
Work with models, datasets, Spaces, training jobs, evaluation, and Hugging Face Hub workflows.
Use it when You need agent help around model or dataset engineering.
Verified Software
Claude · Codex · Copilot Test Automation
Plan and run Playwright, Cypress, Selenium, Appium, API, and CI testing workflows.
Use it when You need cross-browser, mobile, API, or CI testing support.
Official Software
Claude · Codex · Cursor Supabase Backend
Build against Supabase Postgres, auth, storage, and edge functions with agent-readable workflows.
Use it when You are building an app backend on Supabase.
Official Software
Claude · Codex · Copilot Microsoft & Azure Skills
Ground coding agents with Azure and Foundry skills, MCP servers, custom agents, and AGENTS.md conventions.
Use it when You build on Azure or want Microsoft-standard agent grounding.
Official Software
Claude · Codex · Cursor Expo Mobile Skills
Build, submit, and debug Expo and React Native apps, including EAS build workflows.
Use it when You are shipping a mobile app with Expo or React Native.
Official Software
Claude · Codex Sentry Debugging
Triage errors, use Sentry SDKs correctly, and debug production issues from your editor.
Use it when You use Sentry for error monitoring and want faster triage.
09
Data
SQL review, metric definitions, dashboard QA, experiments, and data quality.
Build Future Original Data
Claude · Codex · Copilot SQL Review QA
Review SQL for grain, joins, filters, nulls, date logic, dialect issues, and performance risks.
Use it when A query is going into a report, dashboard, model, or stakeholder analysis.
Build Future Original Data
Claude · Codex Metric Definitions
Turn messy metric debates into canonical definitions with grain, owner, caveats, and examples.
Use it when Different teams are using the same metric name to mean different things.
Build Future Original Data
Claude · Codex Data Validation QA
Check datasets for missingness, duplicates, stale dates, broken joins, and suspicious distributions.
Use it when You need to trust a dataset before using it for a decision.
Build Future Original Data
Claude · Codex · Copilot Dashboard QA
Review dashboards for metric accuracy, filters, stale data, misleading charts, and broken interactions.
Use it when A dashboard is going to executives, clients, or an operating team.
Build Future Original Data
Claude · Codex Experiment Analysis
Analyze A/B tests with hypotheses, guardrails, exposure checks, segments, and decision notes.
Use it when You need a clean readout from an experiment without overreading noisy slices.
Verified Data
Claude · Codex Data Observability
Triage data freshness, volume, schema, lineage, and quality incidents.
Use it when A pipeline or dashboard looks wrong and you need a source-backed incident summary.
Official Data
Claude · Codex Elastic Data Workflows
Use agent skills for search, observability, Elastic workflows, and data infrastructure tasks.
Use it when Your stack uses Elastic for search, logs, or observability.
Official Data
Claude · Codex · Gemini Google Cloud & Workspace
Work across BigQuery, Cloud Run, Cloud SQL, AlloyDB, Firebase, GKE, plus Gmail, Drive, Docs, Sheets, and Calendar.
Use it when Your stack runs on Google Cloud or Workspace and you want agent-ready workflows.
Official Data
Claude · Codex MongoDB Query Builder
Turn plain-language questions into read-only MongoDB find queries and aggregation pipelines.
Use it when You need safe, source-grounded queries against a MongoDB database.
06
Finance
Filings, models, trading workflows, investment memos, and source-backed analysis.
Verified Finance
Claude · Codex Financial Analyst
Analyze public companies, SEC filings, business segments, estimates, ratings, and risk factors.
Use it when You need source-grounded public-company research.
Build Future Original Finance
Claude · Codex SEC Filing Review
Review MD&A, footnotes, risk factors, accounting policies, and filing changes.
Use it when You need an agent to summarize or compare public filing sections.
Verified Finance
Claude · Codex Investment Memo
Draft an investment memo with thesis, market, traction, risks, diligence gaps, and recommendation.
Use it when You need a first-pass IC memo from notes, decks, filings, and diligence material.
Build Future Original Finance
Claude · Codex Financial Model Audit
Audit assumptions, formulas, links, balance checks, sensitivities, and model documentation.
Use it when A spreadsheet model is about to be used for a real decision.
Verified Finance
Claude · Codex · Cursor Trading Workflow Skills
Use agent skills for trading research, risk review, portfolio notes, and market-analysis workflows.
Use it when You are using an agent for trading research or portfolio operations, not financial advice.
Official Finance
Claude · Codex · Cursor Stripe Payments
Choose the right Stripe API for the job (Checkout vs PaymentIntents, Connect, Billing, Treasury) and migrate deprecated calls.
Use it when You are integrating or reviewing payments code against Stripe.
05
Legal
Contracts, NDAs, compliance, tabular review, and verification workflows.
Verified Legal
Claude · Codex Contract Review
Review commercial contracts against a playbook, flag issues, and suggest fallback language.
Use it when You need a structured first-pass contract review before counsel review.
Verified Legal
Claude · Codex NDA Review
Review an NDA for obligations, scope, duration, exceptions, remedies, and escalation items.
Use it when Business teams need an NDA triage before legal signoff.
Verified Legal
Claude · Codex Tabular Contract Review
Extract clauses, obligations, dates, risks, and citations from many contracts into a table.
Use it when You need diligence-style clause extraction with source locations.
Verified Legal
Claude · Codex Privacy Compliance Review
Review data-processing workflows, DPAs, privacy obligations, DSARs, and compliance gaps.
Use it when A product, vendor, or process touches personal data.
Verified Legal
Claude · Codex Legal Red Team Verifier
Adversarially review AI-generated legal work for citations, unsupported claims, and risk.
Use it when An agent produced legal analysis, contract notes, or a compliance memo.
06
Healthcare
Literature search, research protocols, reporting checks, and patient education drafts.
Verified Healthcare
Claude · Codex Clinical Literature Search
Search medical literature, retrieve citations, and organize evidence for research workflows.
Use it when You need a transparent literature-search process with citation discipline.
Verified Healthcare
Claude · Codex Protocol Draft
Draft clinical or research protocols with objectives, methods, outcomes, risks, and reporting needs.
Use it when You need a structured protocol draft from research notes and source material.
Verified Healthcare
Claude · Codex Reporting Checklist
Check research writeups against reporting standards such as PRISMA and EQUATOR-style guidance.
Use it when A manuscript, protocol, review, or evidence summary needs reporting-quality checks.
Verified Healthcare
Claude · Codex Biomedical Agent Skills
Use a broad healthcare and biomedical SKILL.md catalog selectively for FDA, trials, guidelines, and drug workflows.
Use it when You need healthcare research workflow coverage beyond a single protocol or literature review.
Build Future Original Healthcare
Claude · Codex Patient Education Draft
Turn clinician-approved source material into plain-language patient education drafts.
Use it when You need understandable patient-facing copy without giving diagnosis or treatment advice.
Official Healthcare
Claude · Codex · Gemini Scientific Databases
Ground research agents in AlphaFold, AlphaGenome, UniProt, and dozens of other biology and science databases.
Use it when You need source-backed biomedical or scientific research beyond literature search.
04
Marketing
Campaigns, SEO, brand voice, growth experiments, and content systems.
Verified Marketing
Claude · Codex · Cursor Marketing Skills Pack
Use focused marketing agent skills for product marketing, SEO, AEO, CRO, copy, launch, and analytics.
Use it when You need a broad marketing workflow pack with practical operator coverage.
Verified Marketing
Claude · Codex · Cursor GTM Skills Pack
Create campaign briefs, landing page audits, AEO checks, ad variants, and voice-of-customer summaries.
Use it when You need agent workflows for GTM execution, not just content drafts.
Verified Marketing
Claude · Codex Growth Operations
Run growth experiments, content operations, outbound systems, SEO workflows, and revenue-intelligence tasks.
Use it when You want a more operational growth and marketing automation skill pack.
Build Future Original Marketing
Claude · Codex SEO and AEO Audit
Review pages for search visibility, AI answer readiness, structured data, entities, and content gaps.
Use it when A page needs to be discoverable in search and AI-assisted answers.
07
Sales
Account research, call prep, support triage, CRM hygiene, and knowledge base work.
Official Sales
Claude · Codex Account Research
Research an account, company, or buyer before outreach, meetings, or deal review.
Use it when A seller, founder, or CS lead needs a fast account brief.
Official Sales
Claude · Codex Call Prep
Prepare agendas, discovery questions, context, risks, and likely objections before a customer call.
Use it when You have CRM notes, transcripts, email context, or prior support history to synthesize.
Official Sales
Claude · Codex Call Summary
Turn transcripts or notes into decisions, risks, next steps, owner/date actions, and CRM-ready summaries.
Use it when You need follow-ups after sales, customer success, or discovery calls.
Official Sales
Claude · Codex Support Ticket Triage
Classify, prioritize, route, deduplicate, and draft next actions for support tickets.
Use it when A support queue needs fast, consistent triage.
Official Sales
Claude · Codex Customer Escalation
Package customer impact, timeline, reproduction steps, failed workarounds, and needed decision.
Use it when Support needs to escalate an issue to product, engineering, or leadership.
Official Sales
Claude · Codex Knowledge Base Article
Turn resolved tickets, workarounds, and internal notes into customer-facing help content.
Use it when The same support issue is repeating and should become reusable documentation.
Verified Sales
Claude · Codex CRM Hygiene
Clean duplicate, stale, inconsistent, and poorly routed CRM records.
Use it when The CRM is becoming a decorative database nobody trusts.
04
Product
PRDs, interview synthesis, prioritization, releases, and experiments.
Verified Product
Claude · Codex PRD Writer
Write product requirements with problem, users, scope, non-goals, metrics, risks, and rollout plan.
Use it when A feature idea needs to become a clear buildable product brief.
Verified Product
Claude · Codex Interview Synthesis
Turn interview transcripts into themes, evidence, confidence, quotes, and product implications.
Use it when You have user research notes and need decisions, not a transcript smoothie.
Verified Product
Claude · Codex Roadmap Prioritization
Compare roadmap bets using frameworks, assumptions, evidence, dependencies, and decision notes.
Use it when A product team needs to choose what not to build.
Verified Product
Claude · Codex Experiment Design
Create an experiment plan with hypothesis, assignment, primary metric, guardrails, and readout plan.
Use it when A team wants to test a product change without kidding itself.
03
Design
UI generation, design critique, heuristics, and usability review workflows.
Verified Design
Claude · Codex Design Critique
Review UI screens for clarity, hierarchy, spacing, accessibility, consistency, and likely usability issues.
Use it when You need a structured design pass before shipping UI.
Build Future Original Design
Claude · Codex Heuristic Evaluation
Review interfaces against usability heuristics and accessibility basics with severity labels.
Use it when A product needs a UX audit grounded in established heuristics.
Official Design
Claude · Codex · Gemini UI Design with Stitch
Generate and iterate on UI designs through the Stitch design MCP server.
Use it when You want an agent to draft or revise interface designs, not just critique them.
03
Security
Skill vetting, cloud and platform security, threat mapping, and supply-chain safety.
Official Security
Claude · Codex · Cursor Cloud Platform Security
Work securely across Cloudflare Workers, Pages, storage, networking, and infrastructure-as-code, including stateful agents.
Use it when You build or harden apps on Cloudflare and edge infrastructure.
Verified Security
Claude · Codex · Cursor Cybersecurity Skills Pack
Use a large catalog of security workflows mapped to MITRE ATT&CK, NIST CSF 2.0, ATLAS, and D3FEND.
Use it when A security team wants structured, framework-aligned agent workflows.
Build Future Original Security
Claude · Codex · Cursor Agent Skill Threat Review
Review a third-party skill against the OWASP Agentic Skills Top 10 for code-layer and instruction-layer risks.
Use it when You are evaluating or approving a skill before it runs with real access.
08
Operations
SOPs, process audits, hiring kits, vendor comparisons, and policy rewrites.
Build Future Original Operations
Claude · Codex SOP Builder
Turn messy process notes into an SOP with owner, trigger, steps, exceptions, controls, and revision history.
Use it when A process is repeated often enough that improvising it is expensive.
Build Future Original Operations
Claude · Codex Process Audit
Compare documented process against actual evidence, bottlenecks, handoffs, controls, and failures.
Use it when The process doc says one thing and the team is clearly doing seventeen others.
Build Future Original Operations
Claude · Codex Hiring Scorecard
Create role-specific competencies, evidence anchors, rating scales, and debrief rules.
Use it when A hiring team needs structured evaluation instead of vibes with a calendar invite.
Build Future Original Operations
Claude · Codex Interview Kit
Build interviewer guides with agenda, competency questions, follow-ups, rating anchors, and feedback forms.
Use it when Multiple interviewers need to evaluate the same role consistently.
Build Future Original Operations
Claude · Codex · Copilot Meeting Brief
Prepare meeting context, decisions needed, likely questions, risks, and owner/date action logs.
Use it when A meeting needs to become useful before everyone loses another hour of life.
Build Future Original Operations
Claude · Codex Vendor Comparison
Compare vendors using weighted criteria, must-haves, TCO, security risk, references, and recommendation.
Use it when A team is choosing a tool and needs evidence instead of demo-induced hypnosis.
Build Future Original Operations
Claude · Codex Policy Rewrite
Rewrite HR or admin policies in plain English while preserving obligations, exceptions, and risk flags.
Use it when A policy is technically written in English but spiritually a compliance cave.
Official Operations
Claude · Codex Datadog Observability
Query APM data from your editor, search an LLM-optimized docs index, and use the Datadog CLI.
Use it when You run on Datadog and need observability answers without leaving the agent.
Our review bar
Useful first. Safe enough to inspect. Never blindly trusted.
A skill is code plus instructions. Read both before giving it secrets, write access, or the keys to anything expensive.
- 01Source
Is the maintainer credible and the origin clear?
- 02Scope
Does it ask for only the access the job needs?
- 03Behaviour
Are scripts, network calls, and file changes understandable?
- 04Portability
Can the workflow move between modern agent tools?
Source map
Where we look.
Official repositories, open standards, and high-signal community catalogues.
01
OpenAI skills
02 Official Codex skill catalog and authoring patterns.
Anthropic skills
03 Official Claude skill examples and document workflows.
Anthropic knowledge-work plugins
04 Official-style sales and support workflow skills.
Vercel agent skills
05 React, Next.js, deployment, and Vercel workflow skills.
GitHub Copilot skills
06 Copilot-compatible directory for agent skills.
Skills.sh
07 Trending and ranked skill discovery feed.
MDSkill
08 Ranked public directory with category and security signals.
Agent Skills spec
09 Canonical open standard for the portable SKILL.md format.
Awesome Agent Skills
10 Largest cross-tool aggregator of official and community skills.
Awesome Claude Skills
11 Well-curated, Claude-focused directory of agent skills.
OWASP Agentic Skills Top 10
Safety reference for reviewing skills before you run them.
Make the work repeatable
The best skill is the one your team keeps improving.
Start with a trusted pattern. Add your standards. Test it on real work. Then write down what the agent should do better next time.