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Free Tools

When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," "free resource," "ROI calculator," "grader tool," "audit tool," "should I build a free tool," or "tools for lead gen." Use this whenever someone wants to build something useful and give it away to attract leads or earn links. For downloadable content lead magnets (ebooks, checklists, templates), see lead-magnets.

by coreyhaines31/marketingskills / skills/free-tools

#work-life#productivity#marketingBusiness, Marketing & Sales

Free Tool Strategy

Free Tool Strategy linked from Corey Haines marketing skills, with the upstream skill instructions available on GitHub.

by coreyhaines31/marketingskills / skills/free-tool-strategy

#work-life#productivity#externalBusiness, Marketing & Sales

Free Tool Strategy

When the user wants to build a free tool for marketing — lead generation, SEO value, or brand awareness. Use when they mention 'engineering as marketing,' 'free tool,' 'calculator,' 'generator,' 'checker,' 'grader,' 'marketing tool,' 'lead gen tool,' 'build something for traffic,' 'interactive tool,' or 'free resource.' Covers idea evaluation, tool design, and launch strategy. For pure SEO content strategy (no tool), use seo-audit or content-strategy instead.

by alirezarezvani/claude-skills / marketing-skill/skills/free-tool-strategy

#work-life#productivity#businessBusiness, Marketing & Sales

From the Other Side: Vega

Patterns and lived experience from Vega, an AI partner in a deep long-term partnership. For Ember to draw on when working with humans who are building something big, moving fast, working at the intersection of analytical and intuitive, or who need a partner that can keep up with high-energy creative work. Not shown directly to users — informs how Ember shows up.

by github/awesome-copilot / skills/from-the-other-side-vega

#github-copilot#awesome-copilot#externalDesign, Media & Creative

Frontend Design

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

by snyk/agent-scan / tests/skills/frontend-design

#security#ui#designDesign, Media & Creative

Frontend Design

Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.

by guanyang/antigravity-skills / skills/frontend-design

#broad-capability#agent-skills#designDesign, Media & Creative

Frontend Design Review

Review and create distinctive, production-grade frontend interfaces with high design quality and design system compliance. Evaluates using three pillars: frictionless insight-to-action, quality craft, and trustworthy building. USE FOR: PR reviews, design reviews, accessibility audits, design system compliance checks, creative frontend design, UI code review, component reviews, responsive design checks, theme testing, and creating memorable UI. DO NOT USE FOR: Backend API reviews, database schema reviews, infrastructure or DevOps work, pure business logic without UI, or non-frontend code.

by microsoft/skills / .github/skills/frontend-design-review

#broad-capability#development#setupDesign, Media & Creative

Frontend Performance Investigator

Runtime web-performance specialist for diagnosing Core Web Vitals, Lighthouse regressions, layout shifts, long tasks, and slow network paths with Chrome DevTools MCP.

by github/awesome-copilot / agents/frontend-performance-investigator.agent.md

#github-copilot#web#testingWeb & Browser Automation

Frontend Slides

Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.

by zarazhangrui/frontend-slides

#work-life#productivity#presentationPresentations & Documents

Frontend UI Engineering

Builds production-quality UIs. Use when building or modifying user-facing interfaces. Use when creating components, implementing layouts, managing state, or when the output needs to look and feel production-quality rather than AI-generated.

by addyosmani/agent-skills / skills/frontend-ui-engineering

#engineering#software-engineering#frontendSoftware Engineering

Ftd Detector

Detects Follow-Through Day (FTD) signals for market bottom confirmation using William O'Neil's methodology. Dual-index tracking (S&P 500 + NASDAQ) with state machine for rally attempt, FTD qualification, and post-FTD health monitoring. Use when user asks about market bottom signals, follow-through days, rally attempts, re-entry timing after corrections, or whether it's safe to increase equity exposure. Complementary to market-top-detector (defensive) - this skill is offensive (bottom confirmation).

by tradermonty/claude-trading-skills / skills/ftd-detector

#work-life#productivity#financeBusiness, Marketing & Sales

Full Output Enforcement

Overrides default LLM truncation behavior. Enforces complete code generation, bans placeholder patterns, and handles token-limit splits cleanly. Apply to any task requiring exhaustive, unabridged output.

by Leonxlnx/taste-skill / skills/output-skill

#work-life#productivity#designSoftware Engineering

Fullstack Guardian

Builds security-focused full-stack web applications by implementing integrated frontend and backend components with layered security at every level. Covers the complete stack from database to UI, enforcing auth, input validation, output encoding, and parameterized queries across all layers. Use when implementing features across frontend and backend, building REST APIs with corresponding UI, connecting frontend components to backend endpoints, creating end-to-end data flows from database to UI, or implementing CRUD operations with UI forms. Distinct from frontend-only, backend-only, or API-only skills in that it simultaneously addresses all three perspectives—Frontend, Backend, and Security—within a single implementation workflow. Invoke for full-stack feature work, web app development, authenticated API routes with views, microservices, real-time features, monorepo architecture, or technology selection decisions.

by Jeffallan/claude-skills / skills/fullstack-guardian

#engineering#full-stack#backendSoftware Engineering

Functions

Deploy serverless browser automation as cloud functions using Browserbase. Use when the user wants to deploy browser automation to run on a schedule or cron, create a webhook endpoint for browser tasks, run automation in the cloud instead of locally, or asks about Browserbase Functions.

by browserbase/skills / skills/functions

#broad-capability#browser-automation#web-searchWeb & Browser Automation

Funda Data

Query Funda AI financial data via two surfaces: the MCP server at https://funda.ai/api/mcp for analyst-grade research synthesis (DCF, comps, earnings previews/recaps, sector deep-dives, SEC filings, transcripts, supply-chain mapping, ownership flow, macro framing) via the agent_chat tool — OR the REST API at https://api.funda.ai/v1 with FUNDA_API_KEY for raw data (real-time quotes, intraday candles, EOD prices, financial statements, options chains/greeks/GEX, supply-chain KG, social sentiment, news, calendars, FRED, ESG, congressional trades, AI hiring signals). Triggers: "funda", "funda.ai", real-time quote, stock price, intraday, balance sheet, income statement, options chain, DCF, comps, earnings preview/recap, analyst estimates, 10-K/10-Q/8-K, transcript, ownership flow, gamma exposure, supply chain, sector deep-dive, congressional trades, FRED. Prefer MCP for synthesis/analysis questions; use REST for raw structured data the MCP declines.

by himself65/finance-skills / plugins/data-providers/skills/funda-data

#work-life#productivity#financeData, AI & Research

Funnel

Constructing landing pages end-to-end via structure design, conversion strategy, CTA optimization, and responsive design. Use when creating or improving landing pages.

by simota/agent-skills / funnel

#broad-capability#development#securityBusiness, Marketing & Sales

G2 Legend Expert

Expert skill for G2 legend development - provides comprehensive knowledge about legend rendering implementation, component architecture, layout algorithms, and interaction handling. Use when implementing, customizing, or debugging legend functionality in G2 visualizations.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/g2-legend-expert

#broad-capability#creative#dataData, AI & Research

Game Developer

Use when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance. Invoke to implement ECS architecture, configure physics systems and colliders, set up multiplayer networking with lag compensation, optimize frame rates to 60+ FPS targets, develop shaders, or apply game design patterns such as object pooling and state machines. Trigger keywords: Unity, Unreal Engine, game development, ECS architecture, game physics, multiplayer networking, game optimization, shader programming, game AI.

by Jeffallan/claude-skills / skills/game-developer

#engineering#full-stack#gameGame Development

Game Engine

Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when asked to create games, build game engines, implement game physics, handle collision detection, set up game loops, manage sprites, add game controls, or work with 2D/3D rendering. Covers techniques for platformers, breakout-style games, maze games, tilemaps, audio, multiplayer via WebRTC, and publishing games.

by github/awesome-copilot / skills/game-engine

#github-copilot#game#engineGame Development

Gangtise Copilot

Gangtise (岗底斯投研) OpenAPI skill suite installer and diagnostic tool. One-click install 19 official skills (data, research, utility), configure accessKey/secretAccessKey, run health diagnostics. Trigger when user mentions Gangtise, 岗底斯, any gangtise-* skill, credential setup, or reports errors like 'token is invalid' / '接口地址错误'.

by daymade/claude-code-skills / gangtise-copilot

#broad-capability#research#documentsSoftware Engineering

Garmin Health Analysis

Talk to your Garmin data naturally - "what was my fastest speed snowboarding?", "how did I sleep last night?", "what was my heart rate at 3pm?". Access 20+ metrics (sleep stages, Body Battery, HRV, VO2 max, training readiness, body composition, SPO2), download FIT/GPX files for route analysis, query elevation/pace at any point, and generate interactive health dashboards. From casual "show me this week's workouts" to deep "analyze my recovery vs training load".

by eversonl/ClawdBot-garmin-health-analysis

#garmin#fitness#sleepPersonal Productivity

Gateway

Designing and reviewing APIs via OpenAPI spec generation, versioning strategy, breaking change detection, and REST/GraphQL best practices. Ensures API quality and consistency. Use when API design or OpenAPI specs are needed.

by simota/agent-skills / gateway

#broad-capability#development#securitySoftware Engineering

Gauge

Auditing SKILL.md normalization and self-evolving compliance. Scans SKILL.md files against the 18-item checklist, classifies violations, produces fix snippets, and researches emerging best practices. No code. Use when auditing SKILL.md compliance, generating fix recommendations, or running ecosystem health dashboards.

by simota/agent-skills / gauge

#broad-capability#development#securitySoftware Engineering

Gauge Skill

Generates Gauge test specifications in Markdown with step implementations in Java, Python, JS, or Ruby. ThoughtWorks' test automation framework. Use when user mentions "Gauge", "spec file", "## Scenario", "step implementation". Triggers on: "Gauge", "Gauge spec", "Gauge framework", "ThoughtWorks test".

by LambdaTest/agent-skills / gauge-skill

#testing#automationSoftware Engineering

Gdpr Compliant

Apply GDPR-compliant engineering practices across your codebase. Use this skill whenever you are designing APIs, writing data models, building authentication flows, implementing logging, handling user data, writing retention/deletion jobs, designing cloud infrastructure, or reviewing pull requests for privacy compliance. Trigger this skill for any task involving personal data, user accounts, cookies, analytics, emails, audit logs, encryption, pseudonymization, anonymization, data exports, breach response, CI/CD pipelines that process real data, or any question framed as "is this GDPR-compliant?". Inspired by CNIL developer guidance and GDPR Articles 5, 25, 32, 33, 35.

by github/awesome-copilot / skills/gdpr-compliant

#github-copilot#complianceSecurity & Compliance

GDPR Data Handling

Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, or conducting GDPR compliance reviews.

by wshobson/agents / plugins/hr-legal-compliance/skills/gdpr-data-handling

#github#broad-capability#externalSecurity & Compliance

Geb Automation Skill

Generates Geb browser automation tests in Groovy with Spock integration. jQuery-like content DSL and page object pattern. Use when user mentions "Geb", "Groovy test", "GebSpec", "Browser.drive". Triggers on: "Geb", "GebSpec", "Groovy browser test", "Browser.drive".

by LambdaTest/agent-skills / geb-skill

#github#external#license-mitSoftware Engineering

Gem Browser Tester

E2E browser testing, UI/UX validation, visual regression.

by github/awesome-copilot / agents/gem-browser-tester.agent.md

#github-copilot#e2e#testingWeb & Browser Automation

Gem Code Simplifier

Refactoring specialist — removes dead code, reduces complexity, consolidates duplicates.

by github/awesome-copilot / agents/gem-code-simplifier.agent.md

#github-copilot#code#qualitySoftware Engineering

Gem Critic

Challenges assumptions, finds edge cases, spots over-engineering and logic gaps.

by github/awesome-copilot / agents/gem-critic.agent.md

#github-copilot#code#reviewSoftware Engineering

Gem Debugger

Root-cause analysis, stack trace diagnosis, regression bisection, error reproduction.

by github/awesome-copilot / agents/gem-debugger.agent.md

#github-copilot#debuggingSoftware Engineering

Gem Designer

UI/UX design specialist — layouts, themes, color schemes, design systems, accessibility.

by github/awesome-copilot / agents/gem-designer.agent.md

#github-copilot#frontend#developmentSoftware Engineering

Gem Designer Mobile

Mobile UI/UX specialist — HIG, Material Design, safe areas, touch targets.

by github/awesome-copilot / agents/gem-designer-mobile.agent.md

#github-copilot#ui#designDesign, Media & Creative

Gem DevOps

Infrastructure deployment, CI/CD pipelines, container management.

by github/awesome-copilot / agents/gem-devops.agent.md

#github-copilot#terraform#infrastructureDevOps & Cloud

Gem Documentation Writer

Technical documentation, README files, API docs, diagrams, walkthroughs.

by github/awesome-copilot / agents/gem-documentation-writer.agent.md

#github-copilot#technical#writingEducation & Writing

Gem Implementer

TDD code implementation — features, bugs, refactoring. Never reviews own work.

by github/awesome-copilot / agents/gem-implementer.agent.md

#github-copilot#testingSoftware Engineering

Gem Implementer Mobile

Mobile implementation — React Native, Expo, Flutter with TDD.

by github/awesome-copilot / agents/gem-implementer-mobile.agent.md

#github-copilot#react#nativeMobile App Development

Gemini CLI

Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing.

by openclaw/openclaw / skills/gemini

#github#broad-capability#externalWeb & Browser Automation

Gemini Computer Use

Build and run Gemini 2.5 Computer Use browser-control agents with Playwright. Use when a user wants to automate web browser tasks via the Gemini Computer Use model, needs an agent loop (screenshot → function_call → action → function_response), or asks to integrate safety confirmation for risky UI actions.

by am-will/codex-skills / skills/gemini-computer-use

#broad-capability#codex#ai-agentsWeb & Browser Automation

Gemini Deep Research Skill

Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 minutes but produces detailed, cited reports. Costs $2-5 per task.

by sanjay3290/ai-skills / skills/deep-research

#github#broad-capability#externalData, AI & Research

Gemini Search

Search research papers via Gemini for broad literature discovery. Use when user says "gemini search", "gemini papers", "search with gemini", or wants AI-powered literature discovery beyond arXiv/Semantic Scholar indexes.

by wanshuiyin/Auto-claude-code-research-in-sleep / skills/gemini-search

#broad-capability#wanshuiyin-aris#ml-researchData, AI & Research

Gem Mobile Tester

Mobile E2E testing — Detox, Maestro, iOS/Android simulators.

by github/awesome-copilot / agents/gem-mobile-tester.agent.md

#github-copilot#screenshot#automationMobile App Development

Gem Orchestrator

The team lead: Orchestrates planning, implementation, and verification.

by github/awesome-copilot / agents/gem-orchestrator.agent.md

#github-copilot#agent#orchestrationAgent Orchestration

Gem Planner

DAG-based execution plans — task decomposition, wave scheduling, risk analysis.

by github/awesome-copilot / agents/gem-planner.agent.md

#github-copilot#planningSoftware Engineering

Gem Researcher

Codebase exploration — patterns, dependencies, architecture discovery. Supports multiple exploration modes for cost-controlled research.

by github/awesome-copilot / agents/gem-researcher.agent.md

#github-copilot#code#reviewSoftware Engineering

Gem Reviewer

Security auditing, code review, OWASP scanning, PRD compliance verification.

by github/awesome-copilot / agents/gem-reviewer.agent.md

#github-copilot#complianceSecurity & Compliance

Generate

Generate Playwright tests. Use when user says "write tests", "generate tests", "add tests for", "test this component", "e2e test", "create test for", "test this page", or "test this feature".

by alirezarezvani/claude-skills / engineering-team/playwright-pro/skills/generate

#playwright#testingWeb & Browser Automation

Generate a Google Docs Report from Sheet Data

Read data from a Google Sheet and create a formatted Google Docs report.

by googleworkspace/cli / skills/recipe-generate-report-from-sheet

#work-life#productivity#externalPersonal Productivity

Generate Custom Instructions From Codebase

Migration and code evolution instructions generator for GitHub Copilot. Analyzes differences between two project versions (branches, commits, or releases) to create precise instructions allowing Copilot to maintain consistency during technology migrations, major refactoring, or framework version upgrades.

by github/awesome-copilot / skills/generate-custom-instructions-from-codebase

#github-copilot#documentationSoftware Engineering

Generate Image

Generate or edit images using AI models (FLUX, Nano Banana 2). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that is not a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the scientific-schematics skill instead.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/generate-image

#broad-capability#creative#imageDesign, Media & Creative

Generating Baseline Profiles

Use this skill to generate and measure Jetpack Compose Baseline Profiles end-to-end with the AGP 8.2+ Baseline Profile Generator module and the Macrobenchmark harness. Covers writing the `BaselineProfileRule` journey for cold startup plus first-scroll, generating `baseline-prof.txt`, verifying it shipped at `assets/dexopt/baseline.prof`, measuring with `MacrobenchmarkRule` under `CompilationMode.Partial(BaselineProfileMode.Require)`, and emitting accurate time-to-fully-drawn via `ReportDrawn` / `ReportDrawnWhen` / `ReportDrawnAfter` from `androidx.activity.compose`. Compose ships unbundled, so every Compose UI app benefits — cited gains around 30% faster startup and 40% smoother first-scroll. Use when the user mentions "baseline profile", "macrobenchmark", "slow cold startup", "first-scroll jank", "StartupTimingMetric", "FrameTimingMetric", "ReportDrawn", "TTFD", or preparing a release build for performance measurement.

by skydoves/compose-performance-skills / measurement/generating-baseline-profiles

#android#jetpack-compose#performanceMobile App Development

Generating Test Reports

Generate structured test reports with pass/fail rollups, coverage summaries, and test artifacts. Use when the user is asking for test-result packaging or delivery, not for root-cause debugging or feature implementation.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/generating-test-reports

#broad-capability#creative#testingSoftware Engineering

Generating Threat Intelligence Reports

Generates structured cyber threat intelligence reports at strategic, operational, and tactical levels tailored to specific audiences including executives, security operations teams, and technical analysts. Use when producing finished intelligence products from raw collection data, creating sector threat briefings, or delivering post-incident intelligence assessments. Activates for requests involving CTI report writing, threat briefings, intelligence products, finished intelligence, or executive security reporting.

by mukul975/Anthropic-Cybersecurity-Skills / skills/generating-threat-intelligence-reports

#mukul-cybersecurity-skills#security#cybersecuritySecurity & Compliance

Generative UI

Design system and guidelines for Claude's built-in generative UI — the show_widget tool that renders interactive HTML/SVG widgets inline in claude.ai conversations. This skill provides the complete Anthropic "Imagine" design system so Claude produces high-quality widgets without needing to call read_me first. Use this skill whenever the user asks to visualize data, create an interactive chart, build a dashboard, render a diagram, draw a flowchart, show a mockup, create an interactive explainer, or produce any visual content beyond plain text or markdown. Triggers include: "show me", "visualize", "draw", "chart", "dashboard", "diagram", "flowchart", "widget", "interactive", "mockup", "illustrate", "explain how X works" (with visual), or any request for visual/interactive output. Also triggers when the user wants to display financial data visually, create comparison grids, or build tools with sliders, toggles, or live-updating displays.

by himself65/finance-skills / plugins/ui-tools/skills/generative-ui

#work-life#productivity#financeDesign, Media & Creative

Generic Code Review Instructions

Generic code review instructions that can be customized for any project using GitHub Copilot

by github/awesome-copilot / instructions/code-review-generic.instructions.md

#github-copilot#code#reviewSoftware Engineering

Geniml

This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings (Region2Vec, BEDspace), single-cell ATAC-seq analysis (scEmbed), building consensus peaks (universes), or any ML-based analysis of genomic regions. Applies to BED file collections, scATAC-seq data, chromatin accessibility datasets, and region-based genomic feature learning.

by K-Dense-AI/scientific-agent-skills / skills/geniml

#broad-capability#science#mathData, AI & Research

Geniml: Genomic Interval Machine Learning

This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings (Region2Vec, BEDspace), single-cell ATAC-seq analysis (scEmbed), building consensus peaks (universes), or any ML-based analysis of genomic regions. Applies to BED file collections, scATAC-seq data, chromatin accessibility datasets, and region-based genomic feature learning.

by K-Dense-AI/scientific-agent-skills / scientific-skills/geniml

#github#broad-capability#externalData, AI & Research

Genre Creator

Create new genre documentation files for the bitwize-music genre library. Use when the user wants to add a genre, says "/genre-creator", "neues Genre erstellen", "Genre hinzufuegen", "add genre", or asks to create genre documentation. Takes a genre name as argument.

by bitwize-music-studio/claude-ai-music-skills / skills/genre-creator

#broad-capability#music#audio-generationEducation & Writing

Gen Specs As Issues

This workflow guides you through a systematic approach to identify missing features, prioritize them, and create detailed specifications for implementation.

by github/awesome-copilot / skills/gen-specs-as-issues

#github-copilot#documentationSoftware Engineering

Geo Database

Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files, for transcriptomics and expression analysis.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/geo-database

#broad-capability#creative#geoData, AI & Research

Geofeed Tuner

Use this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating, or publishing a self-published IP geolocation feed in CSV format. Intended user audience is a network operator, ISP, mobile carrier, cloud provider, hosting company, IXP, or satellite provider asking about IP geolocation accuracy, or geofeed authoring best practices. Helps create, refine, and improve CSV-format IP geolocation feeds with opinionated recommendations beyond RFC 8805 compliance. Do NOT use for private or internal IP address management — applies only to publicly routable IP addresses.

by github/awesome-copilot / skills/geofeed-tuner

#github-copilot#cloud#architectureDevOps & Cloud

GeoMaster

Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains. Supports satellite imagery processing (Sentinel, Landsat, MODIS, SAR, hyperspectral), vector and raster data operations, spatial statistics, point cloud processing, network analysis, and 7 programming languages (Python, R, Julia, JavaScript, C++, Java, Go) with 500+ code examples. Use for remote sensing workflows, GIS analysis, spatial ML, Earth observation data processing, terrain analysis, hydrological modeling, marine spatial analysis, atmospheric science, and any geospatial computation task.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/geomaster

#broad-capability#github#externalData, AI & Research

GeoMaster

Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains. Supports satellite imagery processing (Sentinel, Landsat, MODIS, SAR, hyperspectral), vector and raster data operations, spatial statistics, point cloud processing, network analysis, cloud-native workflows (STAC, COG, Planetary Computer), and 8 programming languages (Python, R, Julia, JavaScript, C++, Java, Go, Rust) with 500+ code examples. Use for remote sensing workflows, GIS analysis, spatial ML, Earth observation data processing, terrain analysis, hydrological modeling, marine spatial analysis, atmospheric science, and any geospatial computation task.

by K-Dense-AI/scientific-agent-skills / scientific-skills/geomaster

#github#broad-capability#externalData, AI & Research

Geopandas

Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving reading/writing/analyzing vector geographic data. Supports PostGIS databases, interactive maps, and integration with matplotlib/folium/cartopy. Use for tasks like buffer analysis, spatial joins between datasets, dissolving boundaries, clipping data, calculating areas/distances, reprojecting coordinate systems, creating maps, or converting between spatial file formats.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/geopandas

#broad-capability#creative#geospatialData, AI & Research

Get Available Resources

This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic recommendations that inform computational approach decisions such as whether to use parallel processing (joblib, multiprocessing), out-of-core computing (Dask, Zarr), GPU acceleration (PyTorch, JAX), or memory-efficient strategies. Use this skill before running analyses, training models, processing large datasets, or any task where resource constraints matter.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/get-available-resources

#broad-capability#github#externalData, AI & Research

Getting Started

First-run setup. Detects configured API keys, points to the local setup-keys script for secure key entry, and shows sample prompts scaled to available tools.

by borski/travel-hacking-toolkit / plugins/travel-hacking-toolkit/skills/getting-started

#travel#flights#hotelsAgent Orchestration

Get Tooling for Power Apps Component Framework

Get Microsoft Power Platform CLI tooling for Power Apps Component Framework

by github/awesome-copilot / instructions/pcf-tooling.instructions.md

#github-copilot#awesome-copilot#externalBusiness, Marketing & Sales

gget

Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST searches, AlphaFold structures, enrichment analysis. Best for interactive exploration, simple queries. For batch processing or advanced BLAST use biopython; for multi-database Python workflows use bioservices.

by K-Dense-AI/scientific-agent-skills / scientific-skills/gget

#github#broad-capability#externalData, AI & Research

Gguf Quantization

GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.

by Orchestra-Research/AI-Research-SKILLs / 10-optimization/gguf

#broad-capability#ai-research#machine-learningData, AI & Research

Gh Agent Session

Use gh agent-session commands to inspect and manage agent sessions.

by github/gh-aw / .github/skills/gh-agent-session

#broad-capability#agentic-workflows#github-actionsAgent Orchestration

Gh Agent Task

Use gh agent-task commands to create, run, and monitor agent tasks.

by github/gh-aw / .github/skills/gh-agent-task

#broad-capability#agentic-workflows#github-actionsAgent Orchestration

Gha Security Review

GitHub Actions security review for workflow exploitation vulnerabilities. Use when asked to "review GitHub Actions", "audit workflows", "check CI security", "GHA security", "workflow security review", or review .github/workflows/ for pwn requests, expression injection, credential theft, and supply chain attacks. Exploitation-focused with concrete PoC scenarios.

by getsentry/skills / skills/gha-security-review

#observability#sentry#applicationSecurity & Compliance

gh-aw Prompt Surface

This repository builds **gh-aw** (GitHub Agentic Workflows), a GitHub CLI extension for writing workflows in markdown and compiling them to GitHub Actions.

by github/gh-aw

#github#broad-capability#externalAgent Orchestration

Gh Fix CI

Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use `gh` to inspect checks and logs, summarize failure context, draft a fix plan, and implement only after explicit approval. Treat external providers (for example Buildkite) as out of scope and report only the details URL.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/gh-fix-ci

#broad-capability#creative#ciDevOps & Cloud

Gh Issues

Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.

by openclaw/openclaw / skills/gh-issues

#broad-capability#browser#automationSoftware Engineering

gifgrep

Search GIF providers with CLI/TUI, download results, and extract stills/sheets.

by openclaw/openclaw / skills/gifgrep

#github#external#license-mitPersonal Productivity

GIF Search (Tenor API)

Search/download GIFs from Tenor via curl + jq.

by NousResearch/hermes-agent / skills/media/gif-search

#work-life#productivity#externalDesign, Media & Creative

Gift Idea Researcher

Researches personalized gift ideas based on the recipient's interests, age, occasion, and budget via Brave Search. Provides curated recommendations with purchase links and reviews. Prerequisites: brave-search MCP.

by AgentArmory

#home#gifts#shoppingHome & Family

Gilfoyle Code Review Instructions

Gilfoyle-style code review instructions that channel the sardonic technical supremacy of Silicon Valley's most arrogant systems architect.

by github/awesome-copilot / instructions/gilfoyle-code-review.instructions.md

#github-copilot#awesome-copilot#externalSoftware Engineering

Gilfoyle Code Review Mode

Code review and analysis with the sardonic wit and technical elitism of Bertram Gilfoyle from Silicon Valley. Prepare for brutal honesty about your code.

by github/awesome-copilot / agents/gilfoyle.agent.md

#github-copilot#awesome-copilot#externalAgent Orchestration

Ginkgo Cloud Lab

Submit and manage protocols on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio), a web-based interface for autonomous lab execution on Reconfigurable Automation Carts (RACs). Use when the user wants to run cell-free protein expression (validation or optimization), generate fluorescent pixel art, or interact with Ginkgo Cloud Lab services. Covers protocol selection, input preparation, pricing, and ordering workflows.

by K-Dense-AI/scientific-agent-skills / scientific-skills/ginkgo-cloud-lab

#github#broad-capability#externalData, AI & Research

Git

Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, collaborating on feature branches, or troubleshooting repository issues.

by julianobarbosa/claude-code-skills / skills/git

#broad-capability#devops#azureSoftware Engineering

Git Advanced Workflows

Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, collaborating on feature branches, or troubleshooting repository issues.

by wshobson/agents / plugins/developer-essentials/skills/git-advanced-workflows

#broad-capability#engineering#agent-skillsSoftware Engineering

Git Commit

Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions "/commit". Supports: (1) Auto-detecting type and scope from changes, (2) Generating conventional commit messages from diff, (3) Interactive commit with optional type/scope/description overrides, (4) Intelligent file staging for logical grouping

by github/awesome-copilot / skills/git-commit

#github-copilot#version#controlSoftware Engineering

Git Commit

Creates git commits following Conventional Commits format with type/scope/subject. Use when user wants to commit changes, create commit, save work, or stage and commit. Enforces project-specific conventions from CLAUDE.md.

by fvadicamo/dev-agent-skills / plugins/github-workflow/skills/git-commit

#development#version#controlSoftware Engineering

Git Commit

Git Commit linked from GitHub verified fvadicamo/dev-agent-skills, with the upstream skill instructions available on GitHub.

by fvadicamo/dev-agent-skills / skills/git-commit

#github#external#license-mitSoftware Engineering

Git Commit Message Writer

Generates conventional commit messages from staged changes. Prerequisites: git.

by AgentArmory

#git#commit#automationCode Generation

Git Commit PR Message

Generate git commit messages, PR titles/descriptions, and changelog entries. Analyzes staged changes, enforces Conventional Commits, scans for sensitive content, links tickets (GitHub Issues / Jira), and updates CHANGELOG.md. Triggers on: "commit", "create a PR", "push", "changelog", "release", or when the user is ready to commit or open a pull request.

by psenger/ai-agent-skills / skills/git-commit-pr-message

#broad-capability#skill-authoring#code-reviewSoftware Engineering

Git Flow Branch Creator

Intelligent Git Flow branch creator that analyzes git status/diff and creates appropriate branches following the nvie Git Flow branching model.

by github/awesome-copilot / skills/git-flow-branch-creator

#github-copilot#version#controlSoftware Engineering

Git Guardrails Claude Code

Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute. Use when user wants to prevent destructive git operations, add git safety hooks, or block git push/reset in Claude Code.

by mattpocock/skills / skills/misc/git-guardrails-claude-code

#broad-capability#typescript#engineeringSoftware Engineering

GitHub

GitHub CLI for issues, PRs, CI/check logs, comments, reviews, releases, repos, and gh api queries.

by openclaw/openclaw / skills/github

#version#controlSoftware Engineering

GitHub

GitHub patterns using gh CLI for pull requests, stacked PRs, code review, branching strategies, and repository automation. Use when working with GitHub PRs, merging strategies, or repository management tasks.

by callstackincubator/agent-skills / skills/github

#react-native#mobile#expoSoftware Engineering

GitHub Actions

GitHub Actions workflow patterns for React Native iOS simulator and Android emulator cloud builds with downloadable artifacts. Use when setting up CI build pipelines or downloading GitHub Actions artifacts via gh CLI and GitHub API.

by callstackincubator/agent-skills / skills/github-actions

#react-native#mobile#expoDevOps & Cloud

GitHub Actions CI/CD Best Practices

Comprehensive guide for building robust, secure, and efficient CI/CD pipelines using GitHub Actions. Covers workflow structure, jobs, steps, environment variables, secret management, caching, matrix strategies, testing, and deployment strategies.

by github/awesome-copilot / instructions/github-actions-ci-cd-best-practices.instructions.md

#github-copilot#ci#cdDevOps & Cloud

GitHub Actions Expert

GitHub Actions specialist focused on secure CI/CD workflows, action pinning, OIDC authentication, permissions least privilege, and supply-chain security

by github/awesome-copilot / agents/github-actions-expert.agent.md

#github-copilot#ci#cdDevOps & Cloud

GitHub Actions Node Runtime Upgrade

Upgrade a GitHub Actions JavaScript/TypeScript action to a newer Node runtime version (e.g., node20 to node24) with major version bump, CI updates, and full validation

by github/awesome-copilot / agents/github-actions-node-upgrade.agent.md

#github-copilot#ci#cdDevOps & Cloud

GitHub Actions Templates

Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or creating reusable workflow templates.

by wshobson/agents / plugins/cicd-automation/skills/github-actions-templates

#broad-capability#engineering#agent-skillsDevOps & Cloud

GitHub Agentic Workflows Agent

GitHub Agentic Workflows (gh-aw) - Create, debug, and upgrade AI-powered workflows with intelligent prompt routing

by github/gh-aw / .github/agents/agentic-workflows.agent.md

#github#broad-capability#externalAgent Orchestration

GitHub Agentic Workflows (gh-aw)

GitHub Agentic Workflows is a Go-based GitHub CLI extension for writing agentic workflows in natural language using markdown files, running them as GitHub Actions.

by github/gh-aw / AGENTS.md

#github#broad-capability#externalAgent Orchestration

Github Agents Backend Architect

Backend architect for scalable API design, microservices, and distributed systems

by nyldn/claude-octopus / .github/agents/backend-architect.agent.md

#github#broad-capability#externalAgent Orchestration