AI Coding Skills Directory

🧪 Stack Architecture

This skill helps you design transport-agnostic stack architectures by detailing inputs, outputs, error taxonomy, and package choices for scalable systems.

backendapidesignoutfitter-dev

Testing & QA

🐛 Stack Creator

This skill helps you create fully structured GitLab stack projects from templates, configuring git, validation hooks, and docs for rapid, error-free

devopsgitautomationrknall

Debugging

📝 Stack Feedback

This skill creates GitHub issues on outfitter-dev/outfitter for problems found using the stack, streamlining bug reports, enhancements, and documentation gaps.

docsdebuggingautomationoutfitter-dev

Documentation

🧪 Stack Patterns

This skill helps you learn and apply Outfitter stack patterns across handlers, results, errors, and package conventions for safer, reusable code.

backendapidocsoutfitter-dev

Testing & QA

⚙️ Stack Templates

This skill scaffolds Outfitter components by generating handler, CLI, MCP tool, and daemon templates to accelerate project bootstrapping.

clibackendautomationoutfitter-dev

Automation & Integrations

🔍 Stacked Pr Rebase

This skill automates rebasing of stacked PRs after a parent merges, preserving only your commits and reporting changes clearly.

gitautomationdevopsvdustr

Code Review & Quality

📋 Staging Token

Retrieve staging credentials/JWT token for the Aircall dashboard

kentojeworkflowkentoje

Developer Workflow

🧪 Stan Development

Expert guidance for Stan probabilistic programming language development, including modern syntax, cmdstanr/cmdstanpy integration, and testing patterns

seabbstestingseabbs

Testing & QA

🧪 Standards Api

This skill helps design and implement RESTful API endpoints using proper HTTP methods, status codes, and resource-based URLs.

backendapidesignmaxritter

Testing & QA

🎨 Standards Css

This skill helps you enforce CSS standards across projects by applying design tokens, framework patterns, and production-ready optimization.

frontenddesignuxmaxritter

Frontend Development

🧪 Standards Migration

This skill guides you to create reversible, well-named migrations with zero-downtime deployment strategies and safe data transformations.

migrationdatabasesqlmaxritter

Testing & QA

🎨 Standards Responsive

This skill helps you build mobile-first, responsive layouts with fluid containers, relative units, and accessible touch targets across devices.

frontenddesignuxmaxritter

Frontend Development

🧪 Standards Tests

This skill guides you to write minimal, focused tests for core paths, mock external deps, and achieve fast, maintainable test suites.

testingunit-testsintegration-testsmaxritter

Testing & QA

🧪 Start

This skill manages autonomous looping to complete tasks until criteria are met, optimizing iterations and safety checks for reliable delivery.

automationproductivitytestingsaadshahd

Testing & QA

⚙️ Start Feature

This skill automates starting a new feature branch from the base branch using gitflow, validating context, and pushing when created.

gitscriptingautomationfradser

Automation & Integrations

⚙️ Start Work

This skill starts your daily workflow by pulling inbox, weekly plans, and content ideas, then guides task focus and creation planning.

productivityplanningwritingzephyrwang6

Automation & Integrations

📝 Starting A Design Plan

This skill guides you from context gathering to a validated, implementation-ready design document, ensuring clear requirements and actionable handoff.

designplanningdocsed3dai

Documentation

🧪 Startup Idea Validation

Use when validating a startup idea before building. Produces evidence-based GO/NO-GO decisions using a 9-dimension scorecard (problem, market, timing, moat, unit economics, founder-market fit, feasibility, GTM, risk), a validation ladder (interviews -> smoke test -> concierge/WoZ -> paid pilot), and

vasilyu1983testingvasilyu1983

Testing & QA

🔍 Startup Review Mining

Use when you need systematic extraction of pain points, feature gaps, switching triggers, and opportunities from reviews (B2B review sites, app stores, forums, communities, issue trackers). Includes bias hygiene, taxonomy building, triangulation, and turning insights into experiments.

vasilyu1983code-reviewvasilyu1983

Code Review & Quality

📋 Startup Strategy Council

This skill helps founders validate PMF and craft a focused beachhead strategy using expert council guidance on validation, positioning, and growth.

strategygrowthproductantonioc-cl

Developer Workflow

📋 Starwave Requirements

This skill generates an initial set of requirements in EARS format for a feature idea, then iterates with the user to refine them.

productwritingdocsarjenschwarz

Developer Workflow

🧪 Starwave Smolspec

This skill creates a lightweight smolspec to rapidly plan small code changes, estimate scope, and outline tasks with clear success criteria.

aiplanningpythonarjenschwarz

Testing & QA

🔍 Stata Data Cleaning

This skill cleans, transforms, and documents messy Stata data with reproducible workflows to prepare analysis-ready datasets.

dataanalyticsdocsmeleantonio

Code Review & Quality

🧪 State Machine Driven Ui

This skill helps you design deterministic UI flows with finite state machines, improving reliability, visualization, and validation across complex interactions.

frontenddesignuxharborgrid-justin

Testing & QA

🧪 State Management

This skill helps you implement NgRx store architecture with actions, reducers, effects, and selectors for scalable Angular state management.

frontenddatatestingpluginagentmarketplace

Testing & QA

⚙️ Static Workspace Api

This skill helps you manage versioned table and KV schemas with migration workflows for safe schema evolution.

migrationdatabaseapiepicenterhq

Automation & Integrations

🧪 Statistical Analysis

Probability, distributions, hypothesis testing, and statistical inference. Use for A/B testing, experimental design, or statistical validation.

pluginagentmarketplacetestingpluginagentmarketplace

Testing & QA

📋 Statistics Math

Statistics, probability, linear algebra, and mathematical foundations for data science

pluginagentmarketplaceworkflowpluginagentmarketplace

Developer Workflow

🛡️ Statusline Wizard

This skill guides you through configuring Claude Code's status line with customizable display options and progress bars for any project.

cligitautomationcharlesjones-dev

Security

⚙️ Stellar Skills

This skill helps you develop Stellar and Soroban dApps by guiding wallet integration, contract deployment, and RPC usage across networks.

rustjavascripttypescriptcuyoconnect

Automation & Integrations

🐛 Step Functions

This skill helps design, orchestrate, and troubleshoot AWS Step Functions workflows with state machines, error handling, and parallel execution.

cloudbackenddevopsitsmostafa

Debugging

🎨 Stitch Loop

This skill helps you iteratively build web pages with Stitch using a baton-loop, delivering pages and next tasks for continuous improvement.

frontendautomationci-cdgoogle-labs-code

Frontend Development

📋 Stock Analysis

This skill generates a comprehensive sentiment analysis report for a single stock, summarizing bulls, bears, viewpoints, and risk factors for informed

aidataanalyticsalphamoemoe

Developer Workflow

⚙️ Stock Analysis

This skill analyzes stocks and crypto using Yahoo Finance data to deliver portfolio insights and periodic performance updates.

analyticsdatascriptinggracefullight

Automation & Integrations

⚙️ Stock Analyzer Cskill

This skill provides comprehensive stock and ETF technical analysis using RSI, MACD, Bollinger Bands, and indicators to generate actionable trading signals.

aianalyticsdatafrancyjglisboa

Automation & Integrations

📋 Stock_qualitative_analysis_skills

This skill generates comprehensive buy-side qualitative stock analysis reports with chapter-by-chapter structure, citing sources and highlighting

analyticsresearchwritingfakehank

Developer Workflow

📋 Stop Slop

This skill helps you remove AI tells from prose by cutting filler, varying rhythm, and stating facts directly for clearer writing.

writingcontentcopywritinghardikpandya

Developer Workflow

🐛 Storage Format

This skill helps you understand and navigate SQLite-like on-disk storage structures, including pages, B-trees, and overflow handling.

databasesqldatatursodatabase

Debugging

🎨 Store Data Structures

This skill helps you design efficient Zustand stores by separating list and detail data, using maps for details, and defining clear type boundaries.

datafrontendbackendlobehub

Frontend Development

🎨 Storefront Best Practices

This skill helps you design and implement storefront features across pages, integrating best practices for UX, accessibility, and SEO to boost conversions.

frontenduxaccessibilitymedusajs

Frontend Development

🧪 Storekit

Use when implementing in-app purchases, StoreKit 2 subscriptions, consumables, non-consumables, or transaction handling. Covers testing-first workflow with .storekit configuration, StoreManager architecture, and transaction verification.

johnrogerstestingjohnrogers

Testing & QA

🧪 Story Quality

This skill reviews user stories for quality, sizing, and acceptance criteria to ensure ready-to-execute PRD conversions.

productplanningtestingrohunj

Testing & QA

📋 Storyboard Manager

This skill helps writers plan, write, and verify stories by managing characters, plots, timelines, and consistency across folders.

writingcontentplanningailabs-393

Developer Workflow

🧪 Storybook

This skill helps developers author Storybook CSF 3.0 stories with TS safely, configuring argTypes, decorators, and docs for React components.

frontenddocstestingjacobycwang

Testing & QA

🧪 Storybook

Storybook 8 for React component documentation and testing. Use for creating stories, documenting components with Controls/Actions, visual testing, and MDX documentation. Triggers on requests for Storybook stories, component documentation, visual testing, or interactive component demos.

ibutterstestingibutters

Testing & QA

📝 Storybook

Best practices for building and documenting component libraries with Storybook

mindrallydocumentationmindrally

Documentation

✨ Strategic Compact

This skill prompts strategic manual compaction at logical task boundaries to preserve context across phases and boost productivity.

aiautomationproductivityaffaan-m

Prompt Engineering

📋 Strategic Mirror

This skill helps you deliver honest feedback with compassion, ensuring truth is received and growth is encouraged.

strategygrowthwritingnikhilvallishayee

Developer Workflow

📋 Strategy

Product strategy skill for defining positioning, ICP/JTBD, competitive analysis, moat hypotheses, pricing/packaging, GTM planning, and roadmap prioritization. Use for tasks like turning ideas into a strategy memo, writing OKRs, creating TAM/SAM/SOM, and making trade-off decisions.

muzhicaomingwangworkflowmuzhicaomingwang

Developer Workflow

📝 Stream Coding

Documentation-first development methodology. The goal is AI-ready documentation - when docs are clear enough, code generation becomes automatic.

frmorettodocumentationfrmoretto

Documentation

🐛 Streaming

Guide for assistant-stream package and streaming protocols. Use when implementing streaming backends, custom protocols, or debugging stream issues.

assistant-uidebuggingassistant-ui

Debugging

📋 Streaming Data

This skill helps you design and implement real-time streaming pipelines with Kafka, Pulsar, Flink, and Spark across languages.

backenddataanalyticsancoleman

Developer Workflow

🎨 Streaming Expert

This skill helps you configure and troubleshoot CCTV streaming with HLS and WHEP, optimizing latency, reliability, and playback across components.

frontendperformancedebuggingpluxity

Frontend Development

📋 Streaming Patterns

This skill helps implement streaming patterns in Go using iter.Seq2, enabling backpressure-aware streaming, transforms, and efficient data flow.

gobackendperformancelookatitude

Developer Workflow

🎨 Streamlit

Build interactive data applications and dashboards with pure Python - no frontend experience required

vamseeachantafrontendvamseeachanta

Frontend Development

🧪 Streamlit Development

This skill helps you develop, test, and deploy Streamlit data apps on Snowflake with best practices for structure, testing, and production readiness.

pythondatatestingsfc-gh-dflippo

Testing & QA

🛡️ Streamlit Master Architect

Architect-level Streamlit development for building, refactoring, debugging, testing, and deploying Streamlit apps (single-page or multipage) with correct rerun/state/caching/fragments, AppTest-based testing, custom components v2, safe theming/CSS, security-by-default, and Playwright MCP end-to-end a

bjornmelinsecuritybjornmelin

Security

📋 Streams

Master Node.js streams for memory-efficient processing of large datasets, real-time data handling, and building data pipelines

pluginagentmarketplaceworkflowpluginagentmarketplace

Developer Workflow

🛡️ Stripe

This skill guides seamless Stripe integration for payments, subscriptions, webhooks, and analytics, ensuring secure handling and reliable billing workflows.

backendapianalyticsvelcrafting

Security

🧪 Stripe

This skill audits, fixes, and verifies Stripe integration end-to-end, ensuring checkout flows work and subscriptions stay in sync on every run.

stripebackendautomationphrazzld

Testing & QA