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Core: complete local skill discovery, agent-owned selection, stack validation, and planning, backed by 2,652+ agentic skills.","maintainers":[{"name":"sickn33","email":"Niccolo.lucioli@hotmail.com"}],"readme":"<!-- registry-sync: version=18.15.0; skills=2652; stars=47251; updated_at=2026-10-04T23:13:54+00:00 -->\n# AAS Core — Agentic Awesome Skills\n\n> **Find reusable instructions for your project, inspect their complete files, and keep an exact skill set you can review and reuse.**\n\nAgentic Awesome Skills is a library of 2,652+ installable `SKILL.md` playbooks. AAS Core helps Codex or Claude search the complete local catalog, record the skills the agent chooses, and preview a plan you can inspect before changing a target. Core does not rank or recommend skills.\n\n**Current release: V18.15.0.** AAS Core supports local catalog inspection, agent-owned selection, stack validation, and plan preview. Apply and recovery remain experimental. [Read the AAS Core preview guide](https://github.com/sickn33/agentic-awesome-skills/blob/v18.15.0/docs/users/aas-core.md) for setup and exact trust boundaries.\n\nThis README tracks `main`. Features listed under [Unreleased](CHANGELOG.md#unreleased) require a later release; the versioned guide describes the published package.\n\nThis is an independent community project, not affiliated with or endorsed by Google. Google, Antigravity, Gemini, and related names describe compatibility and install targets. The GitHub repository is canonical; the [hosted catalog](https://aaskills.tech/) and browser-local Workbench are companion discovery and review surfaces.\n\n[![GitHub stars](https://img.shields.io/badge/⭐%2047%2C000%2B%20Stars-gold?style=for-the-badge)](https://github.com/sickn33/agentic-awesome-skills/stargazers)\n[![Follow @AASkills_ on X](https://img.shields.io/badge/Follow-%40AASkills__-black?style=for-the-badge&logo=x)](https://x.com/AASkills_)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)\n[![Claude Code](https://img.shields.io/badge/Claude%20Code-Anthropic-purple)](https://claude.ai)\n[![Cursor](https://img.shields.io/badge/Cursor-AI%20IDE-orange)](https://cursor.sh)\n[![Codex CLI](https://img.shields.io/badge/Codex%20CLI-OpenAI-green)](https://github.com/openai/codex)\n[![Autohand Code](https://img.shields.io/badge/Autohand%20Code-CLI-blue)](https://github.com/autohandai/code-cli)\n[![Gemini CLI](https://img.shields.io/badge/Gemini%20CLI-Google-blue)](https://github.com/google-gemini/gemini-cli)\n[![Latest Release](https://img.shields.io/github/v/release/sickn33/agentic-awesome-skills?display_name=tag&style=for-the-badge)](https://github.com/sickn33/agentic-awesome-skills/releases/latest)\n[![Direct skill distribution](https://img.shields.io/badge/Direct%20skills-npx%20agentic--awesome--skills-black?style=for-the-badge&logo=npm)](#installation)\n[![Kiro](https://img.shields.io/badge/Kiro-AWS-orange?style=for-the-badge)](https://kiro.dev)\n[![Copilot](https://img.shields.io/badge/Copilot-GitHub-lightblue?style=for-the-badge)](https://github.com/features/copilot)\n[![OpenCode](https://img.shields.io/badge/OpenCode-CLI-gray?style=for-the-badge)](https://github.com/opencode-ai/opencode)\n[![Antigravity](https://img.shields.io/badge/Antigravity-AI%20IDE-red?style=for-the-badge)](https://github.com/sickn33/agentic-awesome-skills)\n\n## Table of Contents\n\n- [Watch the Introduction](#watch-the-introduction)\n- [Support the Project](#support-the-project)\n- [AAS Core: Agent-First Preview](#aas-core-agent-first-preview)\n- [Installation](#installation)\n- [Choose Your Tool](#choose-your-tool)\n- [Recommended Specialized Plugins](#recommended-specialized-plugins)\n- [Bundles & Workflows](#bundles--workflows)\n- [Browse 2,652+ Skills](#browse-2652-skills)\n- [Troubleshooting](#troubleshooting)\n- [Stable Skills Manifest v1](#stable-skills-manifest-v1)\n- [Contributing](#contributing)\n- [Community](#community)\n- [Credits & Sources](#credits--sources)\n- [Top Contributors](#top-contributors)\n- [Repo Contributors](#repo-contributors)\n- [Star History](#star-history)\n- [License](#license)\n\n## Watch the Introduction\n\nA 40-second introduction to Agentic Awesome Skills. Press play to watch it here on GitHub.\n\nhttps://github.com/user-attachments/assets/02aa20ca-c3bb-4984-807e-7b06ef77e785\n\nIf GitHub's player stalls, [watch the video on the AAS website](https://aaskills.tech/).\n\n## Support the Project\n\nHelp keep the catalog open, maintained, and available to the builders who use it.\n\n<a href=\"https://vercel.com/open-source-program\"><img alt=\"Vercel OSS Program\" src=\"https://vercel.com/oss/program-badge-2026.svg\" /></a>\n\n| Support AAS | What it helps fund |\n| --- | --- |\n| [♥ Sponsor AAS](https://github.com/sponsors/sickn33) | Ongoing maintenance, reviews, and release work |\n| [Buy Me a Coffee](https://buymeacoffee.com/sickn33) | Small, direct contributions from the community |\n\nEvery contribution helps us keep the skills curated, the tooling tested, and the catalog useful for the next project.\n\n<a href=\"https://buymeacoffee.com/sickn33\">\n  <img src=\"assets/buy-me-a-coffee-banner.png\" alt=\"Support Agentic Awesome Skills on Buy Me a Coffee\" width=\"420\" />\n</a>\n\n*Security tooling support: [Snyk](https://snyk.io/).*\n\n*AI compute & model credits: [Atlas Cloud](https://atlascloud.ai/) (supporting media generation workflows via [`atlas-cloud-media`](skills/atlas-cloud-media/SKILL.md)).*\n\n*This project is tested with BrowserStack.*\n\n[![Powered by Atlas Cloud](https://www.atlascloud.ai/oss-program/powered-by-atlas-cloud.svg)](https://www.atlascloud.ai/)\n\n## AAS Core: Agent-First Preview\n\nCodex or Claude inspects your project and chooses exact skills. Every current catalog skill is individually searchable, readable, and available for agent selection. The read-only `compose_stack` tool validates the chosen IDs and structure in memory; a client or the `aas` CLI can persist `aas-stack.json` and optional selection evidence. `aas stack validate` checks the manifest, while `aas stack plan` writes an immutable preview for your review. Manifests have a technical maximum of 128 skills; Core does not rank or recommend candidates or install skills in this supported preview path.\n\n> [!IMPORTANT]\n> Structural and identity validity does not certify semantic fit, compatibility, setup correctness, operational safety, or safety to apply. Apply and recovery require experimental opt-in and remain outside the supported preview.\n\nThe [Workbench](https://aaskills.tech/workbench) reviews stack and plan artifacts in browser memory without accessing your filesystem. See the [Core guide](https://github.com/sickn33/agentic-awesome-skills/blob/v18.15.0/docs/users/aas-core.md) for tool contracts, capability coverage, and limits.\n\n## Installation\n\n### From selection to use\n\nStart with AAS Core in Codex or Claude. Configure the local MCP using the [Codex](docs/users/codex-cli-skills.md) or [Claude](docs/users/claude-code-skills.md) guide. With the MCP available, ask the agent to inspect your project, compare relevant skills, and save the exact selection. Then validate its manifest and review the resulting plan before any installation. The first configuration command previews a change and returns an approval digest:\n\n```bash\nnpm exec --yes --ignore-scripts --package=agentic-awesome-skills@18.15.0 -- aas mcp configure \\\n  --host codex \\\n  --scope user \\\n  --config /absolute/path/to/codex/config.toml \\\n  --cache-root /absolute/path/to/aas-cache\n```\n\nUse `--host claude` and its configuration path for Claude. The [Core setup guide](https://github.com/sickn33/agentic-awesome-skills/blob/v18.15.0/docs/users/aas-core.md#configure-the-local-mcp) explains approval, reconnection, validation, and planning. To hand the reviewed IDs to the direct installer, use `aas stack install-preview` as described in the [manifest handoff](docs/users/aas-core.md#use-the-reviewed-selection); that command only prepares a `--dry-run` preview and does not apply a Core plan.\n\n### Install selected skills directly\n\nIf you already know the IDs, preview a focused install into your host's skill directory:\n\n```bash\nnpm exec --yes --ignore-scripts --package=agentic-awesome-skills@18.15.0 -- \\\n  agentic-awesome-skills --release 18.15.0 --path .agents/skills \\\n  --skills brainstorming,systematic-debugging --dry-run\n```\n\nReview the preview, then repeat without `--dry-run` when ready. The direct installer does not consume or apply a Core plan. Antigravity's watched skill directory can overload its context, so its default target requires a selected set, a filter, or an explicit `--all` override. See the [installation guide](docs/users/getting-started.md) and [security guidance](docs/users/security-and-antivirus.md) for other targets, auditing, and failure modes.\n\n## Choose Your Tool\n\nUse the path for your agent. Core setup is available for Codex and Claude; the other rows show direct install targets or plugin options.\n\n| Tool           | Install                                                                  | First Use                                              |\n| -------------- | ------------------------------------------------------------------------ | ------------------------------------------------------ |\n| Claude Code    | [AAS Core local MCP preview](docs/users/claude-code-skills.md), direct install, or Claude plugin marketplace | Ask Claude to choose and compose an AAS stack |\n| Cursor         | `npx agentic-awesome-skills --cursor`                              | `@brainstorming help me plan a feature`              |\n| Gemini CLI     | `npx agentic-awesome-skills --gemini`                              | `Use brainstorming to plan a feature`                |\n| Codex CLI      | [AAS Core local MCP preview](docs/users/codex-cli-skills.md) or `npx agentic-awesome-skills --codex` | Ask Codex to choose and compose an AAS stack |\n| Autohand Code  | `npx agentic-awesome-skills --path ~/.autohand/skills` or `--path .autohand/skills` | `Use brainstorming to plan a feature`                |\n| Antigravity IDE | `npx agentic-awesome-skills --antigravity --skills <ids> --dry-run` | Ask an MCP-enabled agent to choose exact IDs first |\n| Antigravity CLI (`agy`) | `npx agentic-awesome-skills --agy`                        | `/brainstorming help me plan a feature`              |\n| Kiro CLI       | `npx agentic-awesome-skills --kiro`                                | `Use brainstorming to plan a feature`                |\n| Kiro IDE       | `npx agentic-awesome-skills --path ~/.kiro/skills`                 | `Use @brainstorming to plan a feature`               |\n| GitHub Copilot | `gh skill install sickn33/agentic-awesome-skills skills/brainstorming/SKILL.md --agent github-copilot --scope user --pin v14.2.0` (preview) | `Ask Copilot to use brainstorming to plan a feature` |\n| OpenCode       | `npx agentic-awesome-skills --path .agents/skills --category development,backend --risk safe,none` | `opencode run @brainstorming help me plan a feature` |\n| AdaL CLI       | `npx agentic-awesome-skills --path .adal/skills`                   | `Use brainstorming to plan a feature`                |\n| Custom path    | `npx agentic-awesome-skills --path ./my-skills`                    | Depends on your tool                                   |\n\nSee the host guides, including [Claude Code](docs/users/claude-code-skills.md), [Cursor](docs/users/cursor-skills.md), [Codex](docs/users/codex-cli-skills.md), and [Gemini CLI](docs/users/gemini-cli-skills.md), for complete setup.\n\n## Recommended Specialized Plugins\n\nChoose a focused plugin for the domain you are working in. These packages are available for Claude Code and Codex; compatible bundles also have a standard Agent Plugins manifest. See the [plugin guide](docs/users/plugins.md) for installation and host support.\n\n| Plugin | Skills | Best for |\n| --- | ---: | --- |\n| AAS Web App Builder | 10 | Frontend and full-stack developers shipping modern web apps. |\n| AAS Product Design Studio | 10 | Product UI, brand, portfolio, accessibility, and richer visual work. |\n| AAS Security Engineer | 10 | Authorized security testing, audit, and hardening. |\n| AAS Secure App Builder | 9 | Developers who want security embedded while building features. |\n| AAS Documents & Presentations | 9 | Office files, document conversion, decks, and slide workflows. |\n| AAS Data Analytics | 10 | Product analytics, SQL, dashboards, and experiments. |\n| AAS Agent & MCP Builder | 10 | Agentic apps, MCP tools, RAG systems, and evaluation loops. |\n| AAS QA & Test Automation | 10 | Test suites, browser automation, and QA stabilization. |\n| AAS DevOps & Cloud | 10 | Infrastructure, deployments, and operational workflows. |\n| AAS Accessibility & Inclusive UX | 8 | WCAG audits, automated scans, screen-reader checks, and accessible QA. |\n| AAS API Platform Builder | 10 | API design, OpenAPI contracts, auth, security, load tests, and observability. |\n| AAS SaaS Launch & Revenue | 10 | SaaS MVPs, pricing, payments, analytics, lifecycle, referrals, and SEO. |\n| AAS AI Product & Evaluation Ops | 10 | AI product metrics, evals, tracing, experiments, and model-quality loops. |\n\nBrowse the [plugin roadmap](docs/users/specialized-plugin-roadmap.md), [live plugin catalog](https://aaskills.tech/plugins), or generated [`plugins/`](plugins/) tree for the full set.\n\n## Bundles & Workflows\n\nBundles suggest related skills; workflows describe the order to use them. They are guidance for selecting and running skills, not additional packages to install.\n\n- [Bundles](docs/users/bundles.md) group skills by role or goal, such as `Web Wizard`, `Security Engineer`, and `OSS Maintainer`.\n- [Workflows](docs/users/workflows.md) give ordered playbooks for planning, shipping, testing, and auditing; [workflow metadata](data/workflows.json) is available for integrations.\n- If too many installed skills overload Antigravity, follow the [selective activation guide](docs/users/agent-overload-recovery.md). For other hosts, preview a smaller exact install or use the installer's `--risk`, `--category`, and `--tags` filters.\n\n## Browse 2,652+ Skills\n\nExplore the complete library in the [hosted catalog](https://aaskills.tech/) or [`CATALOG.md`](CATALOG.md). The canonical playbooks live in [`skills/`](skills/); [`skills_index.json`](skills_index.json) provides machine-readable discovery. Use [Getting Started](docs/users/getting-started.md) and [Usage](docs/users/usage.md) for first steps, or the [Workbench](https://aaskills.tech/workbench) to inspect a saved Core stack and plan in your browser.\n\nFor narrower comparisons, see [Claude Code skills](docs/users/best-claude-code-skills-github.md), [Cursor skills](docs/users/best-cursor-skills-github.md), and the [library comparison](docs/users/agentic-awesome-skills-vs-awesome-claude-skills.md).\n\n## Troubleshooting\n\n- [Core setup and trust boundaries](https://github.com/sickn33/agentic-awesome-skills/blob/v18.15.0/docs/users/aas-core.md)\n- [Installation and everyday use](docs/users/usage.md)\n- [Windows context and truncation recovery](docs/users/windows-truncation-recovery.md)\n- [Linux/macOS overload and selective activation](docs/users/agent-overload-recovery.md)\n- [Plugin compatibility and installation](docs/users/plugins.md)\n- [Security and antivirus alerts](docs/users/security-and-antivirus.md)\n\n## Stable Skills Manifest v1\n\nHost integrations that load individual `SKILL.md` files can use [`skills_index.json`](skills_index.json), the [v1 schema](schemas/skills-index.v1.schema.json), and the [compatibility mirror](data/skills_index.json). This direct-host discovery manifest is separate from `aas-stack.json` and the AAS Core catalog. Read the [discovery contract](docs/users/discovery-manifest.md) before integrating.\n\n## Contributing\n\n- Add new skills under `skills/<skill-name>/SKILL.md` and follow [`CONTRIBUTING.md`](CONTRIBUTING.md).\n- Start from the [skill template](docs/contributors/skill-template.md) and run `npm run validate` before a PR.\n- Keep source PRs free of generated registry artifacts. Skill content and risky guidance require manual logic and safety review alongside automated checks.\n\n## Community\n\n- [Discussions](https://github.com/sickn33/agentic-awesome-skills/discussions) for questions, ideas, and examples.\n- [Issues](https://github.com/sickn33/agentic-awesome-skills/issues) for reproducible bugs and actionable improvements.\n- [Follow @AASkills_ on X](https://x.com/AASkills_) for project updates and examples, or [@sickn33](https://x.com/sickn33) for releases.\n- [`CODE_OF_CONDUCT.md`](CODE_OF_CONDUCT.md) for community expectations; [`SECURITY.md`](SECURITY.md) for security reports.\n\n## Credits & Sources\n\nWe stand on the shoulders of giants.\n\n👉 **[View the Full Attribution Ledger](docs/sources/sources.md)**\n\nSource credits stay here for attribution and auditability. Repository contributor credit lives separately in [Repo Contributors](#repo-contributors).\n\nKey source families include:\n\n- **Official AI platform and tool repositories**\n- **Security, web, infrastructure, data, design, and automation communities**\n- **Independent skill authors and open-source maintainers**\n\n<details open>\n<summary><strong>Official Sources</strong></summary>\n\n### Official Sources\n\n- **[anup-a/agent-artifacts](https://github.com/anup-a/agent-artifacts)**: Official byagent source for the `byagent` skill - publish agent-written Markdown or HTML as a shareable link with the `byagent` CLI, read readers' line comments back, edit, republish to the same link and resolve; pages are public unless `--private` and comment text is treated as untrusted data (MIT).\n- **[prateeks367/voicemoat-skills](https://github.com/prateeks367/voicemoat-skills)**: Official VoiceMoat source for eight Twitter/X and LinkedIn skills (`write-in-my-voice`, `turn-this-into-a-thread`, `same-idea-both-platforms`, `repurpose-into-a-post`, `define-my-content-pillars`, `why-did-this-post-flop`, `get-seen-in-replies`, `draft-my-comments`). They draft in your own voice, write threads, cross-post, repurpose long content, pick content pillars, diagnose a post that underperformed, and write replies and comments worth reading; each works from pasted text alone, and an optional paid VoiceMoat connector adds voice scoring and preview-gated publishing (MIT).\n- **[cloudishai/skills](https://github.com/cloudishai/skills)**: Official Cloudish source for the `cloudish` skill - deploy a Dockerfile, source folder, or existing image as a running container at a live URL, built server-side, with confirmation before the first deploy and before spending credits; uploads the build context and spends prepaid credits (MIT).\n\n- **[voygr-tech/placecall](https://github.com/voygr-tech/placecall)**: Official PlaceCall source for the `placecall` skill - place real outbound phone calls to US businesses through the PlaceCall REST API (reservations, inquiries, quotes), follow the call and return the structured outcome and transcript; paid API, real calls ring real phones (MIT).\n\n- **[gongdear/cline-pilot](https://github.com/gongdear/cline-pilot)**: Official source for the `cline-pilot` skill - proxy-drive Cline CLI coding tasks serially, monitor long runs against git/test evidence instead of self-report, relay decision points, and learn per-project-tag preferences in git-ignored private state (MIT).\n\n- **[bosmdavid-gif/dropthehassle-skill](https://github.com/bosmdavid-gif/dropthehassle-skill)**: Official DropTheHassle source for the `dropthehassle-publish` skill - check that a folder is a finished static build, publish it to a free HTTPS link, hand the human the claim link and verify it is live; the agent never pays (MIT).\n\n- **[busabase/skills](https://github.com/busabase/skills)**: MIT source for the `busabase` skill — authorized MCP workspace operations, permission-aware ChangeRequests, and canonical-versus-pending readback.\n\n- **[metalbear-co/skills](https://github.com/metalbear-co/skills)**: Official mirrord skills source for the `mirrord` skill - run a local process inside a live Kubernetes pod's network, env and traffic, with confirmation before traffic-stealing or cluster-modifying steps (MIT).\n\n- **[beatra-ai/viral-video-remake-skill](https://github.com/beatra-ai/viral-video-remake-skill)**: Official Beatra source for the `viral-video-teardown-remake` skill - paid, hosted work installed from a digest-pinned 0.3.1 archive byte-identical to commit `46f7875` with self-update disabled before first use (MIT-0).\n\n- **[beatra-ai/photo-to-anime-skill](https://github.com/beatra-ai/photo-to-anime-skill)**: Official Beatra source for the `ai-photo-restyler` skill - paid, hosted work installed from a digest-pinned 0.1.4 archive byte-identical to commit `87bc4c4` with self-update disabled before first use (MIT-0).\n\n- **[beatra-ai/ai-voice-cloning-skill](https://github.com/beatra-ai/ai-voice-cloning-skill)**: Official Beatra source for the `voice-cloning-studio` skill - paid, hosted work installed from a digest-pinned 0.2.1 archive byte-identical to commit `64923d9` with self-update disabled before first use (MIT-0).\n\n- **[beatra-ai/multilingual-voiceover-skill](https://github.com/beatra-ai/multilingual-voiceover-skill)**: Official Beatra source for the `ai-multilingual-dubbing` skill - paid, hosted work installed from a digest-pinned 0.1.9 archive byte-identical to commit `030ec84` with self-update disabled before first use (MIT-0).\n\n- **[beatra-ai/ai-voiceover-generator-skill](https://github.com/beatra-ai/ai-voiceover-generator-skill)**: Official Beatra source for the `voiceover-narration-studio` skill - paid, hosted work installed from a digest-pinned 0.1.9 archive byte-identical to commit `0c44adf` with self-update disabled before first use (MIT-0).\n\n- **[beatra-ai/ai-podcast-voiceover-skill](https://github.com/beatra-ai/ai-podcast-voiceover-skill)**: Official Beatra source for the `ai-podcast-voiceover` skill - paid, hosted work installed from a digest-pinned 0.1.7 archive byte-identical to commit `ddca11e` with self-update disabled before first use (MIT-0).\n\n- **[beatra-ai/ai-image-generator-skill](https://github.com/beatra-ai/ai-image-generator-skill)**: Official Beatra source for the `ai-image-generation-studio` skill - paid, hosted work installed from a digest-pinned 0.1.4 archive byte-identical to commit `13c7b9b` with self-update disabled before first use (MIT-0).\n\n- **[beatra-ai/ecommerce-product-images-skill](https://github.com/beatra-ai/ecommerce-product-images-skill)**: Official Beatra source for the `ecommerce-listing-image-set` skill - paid, hosted work installed from a digest-pinned 0.2.0 archive byte-identical to commit `ef9056d` with self-update disabled before first use (MIT-0).\n\n- **[beatra-ai/ai-poster-maker-skill](https://github.com/beatra-ai/ai-poster-maker-skill)**: Official Beatra source for the `poster-design-studio` skill - paid, hosted work installed from a digest-pinned 0.1.3 archive byte-identical to commit `7a6337f` with self-update disabled before first use (MIT-0).\n\n- **[beatra-ai/ai-music-generator-skill](https://github.com/beatra-ai/ai-music-generator-skill)**: Official Beatra source for the `music-generation-studio` skill - paid, hosted work installed from a digest-pinned 0.1.8 archive byte-identical to commit `fee8fbf` with self-update disabled before first use (MIT-0).\n\n- **[beatra-ai/ai-media-generator-skill](https://github.com/beatra-ai/ai-media-generator-skill)**: Official Beatra source for the `beatra` skill - paid, hosted work installed from a digest-pinned 2.8.8 archive byte-identical to commit `69afbfe` with self-update disabled before first use (MIT-0).\n\n- **[beatra-ai/ai-product-photography-skill](https://github.com/beatra-ai/ai-product-photography-skill)**: Official Beatra source for the `product-photo-studio` skill - paid, hosted work installed from a digest-pinned 0.2.0 archive byte-identical to commit `1490364` with self-update disabled before first use (MIT-0).\n\n- **[beatra-ai/ai-logo-maker-skill](https://github.com/beatra-ai/ai-logo-maker-skill)**: Official Beatra source for the `ai-logo-maker` skill - paid, hosted work installed from a digest-pinned 0.1.7 archive byte-identical to commit `89bf762` with self-update disabled before first use (MIT-0).\n\n- **[beatra-ai/lyrics-to-song-skill](https://github.com/beatra-ai/lyrics-to-song-skill)**: Official Beatra source for the `suno-lyrics-to-song` skill - paid, hosted work installed from a digest-pinned 0.2.0 archive byte-identical to commit `2facaac` with self-update disabled before first use (MIT-0).\n\n- **[vanshyadav1408/Omentir](https://github.com/vanshyadav1408/Omentir)**: Official Omentir source for the [`omentir-linkedin-outreach`](skills/omentir-linkedin-outreach/SKILL.md) skill - LinkedIn prospecting and outreach through the hosted Omentir MCP server (OAuth): find and score leads, draft messages, and check campaigns, research and drafts only by default, never signs into LinkedIn (MIT).\n- **[Spicy-API/nsfw-ai-skill](https://github.com/Spicy-API/nsfw-ai-skill)**: Official SpicyAPI source for the [`nsfw-ai-spicyapi`](skills/nsfw-ai-spicyapi/SKILL.md) skill — adult (18+) image, image-to-video and image-edit generation through the SpicyAPI API with quote-before-spend and adults-only / consent rules (MIT).\n- **[Atlas Cloud](https://atlascloud.ai/)**: Official source for the [`atlas-cloud-media`](skills/atlas-cloud-media/SKILL.md) skill — asynchronous image and video generation through the Atlas Cloud API.\n- **[sandbaseai/cli](https://github.com/sandbaseai/cli)**: Official source for the `sandbase-mcp` skill - discover, inspect, and invoke 2,000+ AI models and APIs through a local MCP bridge with explicit schema and cost checks (Apache-2.0).\n- **[vostride/agent-qa](https://github.com/vostride/agent-qa)**: Official Agent QA skills for authoring natural-language web and mobile tests, evidence-backed run triage, and scoped debug/fix workflows (FSL-1.1-ALv2, Apache-2.0 after two years).\n- **[uizze/uizze](https://github.com/uizze/uizze)**: Official UIZZE source for the free `anti-ui-slop` skill—product-specific UI references, design contracts, required states, and a hard finish gate grounded in 800,000+ real web and iOS screens (MIT).\n- **[anthropics/skills](https://github.com/anthropics/skills)**: Official Anthropic skills repository - Document manipulation (DOCX, PDF, PPTX, XLSX), Brand Guidelines, Internal Communications.\n- **[anthropics/claude-cookbooks](https://github.com/anthropics/claude-cookbooks)**: Official notebooks and recipes for building with Claude.\n- **[Orkas-AI/Orkas-VideoStudio](https://github.com/Orkas-AI/Orkas-VideoStudio)**: Official source for the `video-router` skill - choose and lock generation, deterministic composition, supplied-footage editing, or an automatic cross-modal production plan (MIT).\n- **[remotion-dev/skills](https://github.com/remotion-dev/skills)**: Official Remotion skills - Video creation in React with 28 modular rules.\n- **[vercel-labs/agent-skills](https://github.com/vercel-labs/agent-skills)**: Vercel Labs official skills - React Best Practices, Web Design Guidelines.\n- **[openai/skills](https://github.com/openai/skills)**: OpenAI Codex skills catalog - Agent skills, Skill Creator, Concise Planning.\n- **[bekservice/Famulor-Skill](https://github.com/bekservice/Famulor-Skill)**: Official Famulor skill for tenant-safe operation of its hosted MCP server across assistants, communication history, campaigns, knowledge, automations, telephony, and workspace administration (MIT).\n- **[supabase/agent-skills](https://github.com/supabase/agent-skills)**: Supabase official skills - Postgres Best Practices.\n- **[microsoft/skills](https://github.com/microsoft/skills)**: Official Microsoft skills - Azure cloud services, Bot Framework, Cognitive Services, and enterprise development patterns across .NET, Python, TypeScript, Go, Rust, and Java.\n- **[Simon-He95/markstream-vue](https://github.com/Simon-He95/markstream-vue)**: Official Markstream skill for installing streaming Markdown renderers across Vue, React, Svelte, Angular, Nuxt, Next.js, and Vue 2 applications (MIT).\n- **[nowork-studio/NotFair](https://github.com/nowork-studio/NotFair)**: Official source for the `seo-drift` skill - dated SEO baselines and regression detection across rankings, indexation, metadata, directives, schema, and on-page elements (MIT).\n- **[MiniMax-AI/cli](https://github.com/MiniMax-AI/cli)**: Official MiniMax CLI - text, image, video, speech, music, vision, and web-search workflows for MiniMax models and APIs.\n- **[google-gemini/gemini-skills](https://github.com/google-gemini/gemini-skills)**: Official Gemini skills - Gemini API, SDK and model interactions.\n- **[apify/agent-skills](https://github.com/apify/agent-skills)**: Official Apify skills - Web scraping, data extraction and automation.\n- **[BuyWhere/buywhere-mcp](https://github.com/BuyWhere/buywhere-mcp)**: Official BuyWhere MCP server — search and compare products from Singapore, SEA, and US markets via Model Context Protocol.\n- **[expo/skills](https://github.com/expo/skills)**: Official Expo skills - Expo project workflows and Expo Application Services guidance.\n- **[huggingface/skills](https://github.com/huggingface/skills)**: Official Hugging Face skills - Models, Spaces, datasets, inference, and broader Hugging Face ecosystem workflows.\n- **[longbridge/skills](https://github.com/longbridge/skills)**: Official Longbridge Securities skills - real-time quotes, charts, fundamentals, portfolio analysis, options, and market workflows for HK, US, A-share, and SG markets.\n- **[HasData/hasdata-cli](https://github.com/HasData/hasdata-cli)**: Official HasData CLI and API guidance for search, scraping, ecommerce, travel, jobs, local business, and structured web data workflows.\n- **[runapi-ai/cli-skill](https://github.com/runapi-ai/cli-skill)**: Official RunAPI CLI skill - generate AI images, videos, and music/audio from agent workflows, plus run other model API jobs.\n- **[neondatabase/agent-skills](https://github.com/neondatabase/agent-skills)**: Official Neon skills - Serverless Postgres workflows and Neon platform guidance.\n- **[Skyvern-AI/skyvern](https://github.com/Skyvern-AI/skyvern)**: Official Skyvern browser automation skill — AI-powered browser control using Vision LLMs and computer vision for navigating sites, filling forms, and extracting structured data.\n- **[scopeblind/scopeblind-gateway](https://github.com/scopeblind/scopeblind-gateway)**: Official Scopeblind MCP governance toolkit - Cedar policy authoring, shadow-to-enforce rollout, and signed-receipt verification guidance for agent tool calls.\n- **[Forward-Future/loop-library](https://github.com/Forward-Future/loop-library)**: Official Loop Library skill - find, adapt, and design bounded AI-agent feedback loops with verification, stop rules, guardrails, and handoffs (MIT).\n- **[agent-frontier/wgm](https://github.com/agent-frontier/wgm)**: Official wgm protocol skill - governed build loops with triage, alignment, planning, deterministic backpressure, holdout-scenario judging, and handoff audits (MIT).\n- **[browser-act/skills](https://github.com/browser-act/skills)**: Official BrowserAct skills - authenticated browser automation, JavaScript-rendered extraction, screenshots, parallel session isolation, verification handling, and human handoff (MIT).\n- **[browserbase/skills](https://github.com/browserbase/skills)**: Official Browserbase `competitor-analysis` skill - Browserbase Search API competitor discovery, research lanes, matrices, screenshots, and HTML reports (MIT).\n- **[dair-ai/dair-academy-plugins](https://github.com/dair-ai/dair-academy-plugins)**: Official DAIR Academy plugin skills imported as standalone skills - image generation, adaptive learning, lesson artifacts, LLM council deliberation, survey papers, wiki building, and YouTube study notes (MIT).\n- **[weaviate/agent-skills](https://github.com/weaviate/agent-skills)**: Official Weaviate skills - vector database operations, semantic and hybrid search, data imports, RAG cookbooks, agentic RAG, multimodal PDF search, and async client patterns (BSD-3-Clause).\n- **[pilot-protocol/pilotprotocol](https://github.com/pilot-protocol/pilotprotocol)**: Official Pilot Protocol overlay network - agent addressing, encrypted P2P messaging, NAT traversal, and an installable agent app store (AGPL-3.0).\n- **[Xquik-dev/x-twitter-scraper](https://github.com/Xquik-dev/x-twitter-scraper)**: Official Xquik skill for X data workflows - tweet search, user lookup, follower export, media downloads, MCP, webhooks, OpenAPI, and SDK setup (MIT).\n- **[Modellix/modellix-plugin](https://github.com/Modellix/modellix-plugin)**: Official Modellix skill - authenticated, paid AI image and video generation through the Modellix CLI (MIT).\n- **[beatra-ai/talking-avatar-video-skill](https://github.com/beatra-ai/talking-avatar-video-skill)**: Official Beatra source for the `talking-avatar-video` skill - paid, hosted work installed from a digest-pinned 0.2.1 archive byte-identical to commit `251c968` with self-update disabled before first use (MIT-0).\n- **[beatra-ai/beatra-skills](https://github.com/beatra-ai/beatra-skills)**: Official Beatra source for the `beatra-ai-video-studio` skill - paid, hosted AI video generation, editing, and extension, installed from a digest-pinned 1.2.5 archive byte-identical to commit `95d662f` with self-update disabled before first use (MIT-0).\n- **[cohesivity-org/cohesivity-skill](https://github.com/cohesivity-org/cohesivity-skill)**: Official Cohesivity skill - agent provisioned backend infrastructure covering Postgres, hosting, auth, realtime, storage, cron, email, and AI model APIs over one HTTP API (MIT).\n- **[ASI2030/Fact-Check-X](https://github.com/ASI2030/Fact-Check-X)**: Source for the `fact-check-x-complete` workflow - claim-level AI answer comparison, citation-fidelity review, and public primary-source verification without bundled browser automation (Apache-2.0).\n- **[happy520ai/unified-ai-system](https://github.com/happy520ai/unified-ai-system)**: Official source for the `unified-ai-gateway` skill - governed Codex MCP tools for provider-free prompt enhancement, credential-free gateway health, readiness, fake-provider chat, knowledge, workflow, and workforce evidence (Apache-2.0).\n- **[testdriverai/testdriverai](https://github.com/testdriverai/testdriverai)**: Official TestDriver source for the `testdriver-e2e-testing` skill - author, run, and debug end-to-end tests that drive browsers and native apps in a real desktop sandbox with AI vision and natural-language element descriptions (Apache-2.0).\n- **[HEOJUNFO/ai-film-crew](https://github.com/HEOJUNFO/ai-film-crew)**: Official source for the `film-crew` skill - run a video idea past seven film-crew roles and get a shot list with one model-ready prompt per shot, plus prompt fixes and reroll diagnosis for Wan, LTX, Kling, Veo, Seedance, Hailuo, and Runway (MIT).\n- **[hermes-labs-ai/lintlang](https://github.com/hermes-labs-ai/lintlang)**: Official source for the `lintlang-audit` skill - deterministic, zero-LLM static auditing of agent instructions, tool definitions, and embedded Python prompts, reporting finding codes and locations without editing files or calling a model (Apache-2.0).\n- **[target1m/traderspy-mcp](https://github.com/target1m/traderspy-mcp)**: Official TraderSpy source for six crypto market research skills (`traderspy-*`) - market briefings, technical analysis, screening and backtests, AI signals, top-trader positioning, and position checks through the hosted, read-only TraderSpy MCP server (MIT).\n- **[MohammadHijjawi97/since-cutoff](https://github.com/MohammadHijjawi97/since-cutoff)**: Official source for the `since-cutoff` skill - lists which APIs of a project's pinned Python dependencies changed after the model's training cutoff, from a static diff of the two releases with no model calls, shows where the code uses them, and writes short AGENTS.md or CLAUDE.md notes (MIT).\n\n</details>\n\n<details>\n<summary><strong>Community Contributors & Source Repositories</strong></summary>\n\n### Community Contributors\n\n- **[FlowLLM-AI/AxonX](https://github.com/FlowLLM-AI/AxonX)**: Apache-2.0 source for `axonx` — quantitative research plugin development, task execution, and artifact/lineage inspection through CLI and MCP.\n- **[supercorp-ai/supercov](https://github.com/supercorp-ai/supercov)**: MIT source for the `supercov` skill — line, branch and MC/DC coverage of a project's existing tests, used to write focused tests for the untested code.\n- **[alapha888/agent-skills-en](https://github.com/alapha888/agent-skills-en)**: MIT source for `deep-research-framework`, `five-axis-code-review`, `git-commit-message`, `meeting-notes`, and `tech-writing-proofread` — concise English workflows for research reports, code review, commit messages, meeting minutes, and technical proofreading.\n- **[Natchannnn/repository-engineering-skills](https://github.com/Natchannnn/repository-engineering-skills)**: MIT source for `repo-foundation` and `repo-native-refactor` — repository-native implementation, contract-aware migrations, evidence-based review, and bounded cleanup.\n- **[tomelias10/mcp-drift-check](https://github.com/tomelias10/mcp-drift-check)**: MIT source for the `mcp-dependency-drift-audit` skill — zero-execution review of mutable npm/npx package references in MCP configuration, with a manual static fallback and CI/SARIF guidance.\n- **[wwewtech/chatexport-need-miner](https://github.com/wwewtech/chatexport-need-miner)**: Source for the `chatexport-need-miner` skill — community guidance and examples under MIT.\n- **[socai-io/jev-social](https://github.com/socai-io/jev-social)**: Source for the `jev-social` skill — read-only Jev/socai social research routing (MIT).\n- **[work0r-ai/agent-kit](https://github.com/work0r-ai/agent-kit)**: Source for the `workorai` skill — agent kit workflows (MIT).\n\n- **[shitianfang/jev-use](https://github.com/shitianfang/jev-use)**: Source for the `jev-use` skill - routing an agent loop's no-text judgment steps to the Jev judgment model via the `jev_judge` / `jev_gate` MCP tools, batched per state, with a typed escalation contract that hands writing and low-confidence steps back to the LLM (MIT).\n- **[wwewtech/anti-slop-design](https://github.com/wwewtech/anti-slop-design)**: Source for the `anti-slop-design` skill - anti-AI-slop UI/UX engineering with token archetypes and a seven-axis quality gate (MIT).\n- **[wwewtech/dali-short-address-commissioner](https://github.com/wwewtech/dali-short-address-commissioner)**: Source for the `dali-short-address-commissioner` skill — community guidance and examples under MIT.\n- **[romankurnovskii/etemaro](https://github.com/romankurnovskii/etemaro)**: Source of the `meteora-dlmm-pool-screening` skill - read-only screening and ranking of Meteora DLMM pools from public APIs (MIT).\n- **[wwewtech/eol-resistor-calculator](https://github.com/wwewtech/eol-resistor-calculator)**: Source for the `eol-resistor-calculator` skill — community guidance and examples under MIT.\n- **[tubeagentkit/youtube-transcript-skills](https://github.com/tubeagentkit/youtube-transcript-skills)**: Source for the `youtube-transcript-skills` skill - YouTube transcript fetching, video/channel search, channel browsing, and playlist extraction via the getyoutubetranscript.com API, free tier with no card required (MIT).\n- **[wwewtech/esl-price-sync](https://github.com/wwewtech/esl-price-sync)**: Source for the `esl-price-sync` skill — community guidance and examples under MIT.\n- **[Pranav-Nexus/antigravity-skill-porter](https://github.com/Pranav-Nexus/antigravity-skill-porter)**: MIT source for `skill-porter`, adapted for conservative local bundle previews and complete support-file copying.\n- **[70v-Yoyo/md2video-audio-skill](https://github.com/70v-Yoyo/md2video-audio-skill)**: Apache-2.0 community source for `md2video-audio`, converting Markdown into narrated MP4 video with synchronized slides and narration.\n- **[wwewtech/marlin-bed-leveling](https://github.com/wwewtech/marlin-bed-leveling)**: Source for the `marlin-bed-leveling` skill — community guidance and examples under MIT.\n- **[onkarbadve/agy-auto](https://github.com/onkarbadve/agy-auto)**: MIT community source for `agy-auto`, providing guarded Antigravity CLI permission automation with scoped approvals.\n- **[wwewtech/oneroster-csv-validator](https://github.com/wwewtech/oneroster-csv-validator)**: Source for the `oneroster-csv-validator` skill — community guidance and examples under MIT.\n\n- **[twoicewoo/awesome-copilot](https://github.com/twoicewoo/awesome-copilot/tree/886bf799bb05501bfd1afa7aae9cc5a77dedb03e/skills/break-ai-fix-loops)**: Pinned MIT source for the `break-ai-fix-loops` skill - bounded AI repair loops with stable failure fingerprints, real-path proof, negative controls, and rollback verification (MIT).\n- **[chenli-yy/entropy-box-public](https://github.com/chenli-yy/entropy-box-public)**: Source for the `entropy-box` skill - grounded embodied-AI research and workflow assembly through Consult, Search, Lookup, Evidence, and the Panorama Graph, with public-service privacy and physical-system safety boundaries (CC BY 4.0).\n- **[Junaid-PK/laravel-development-workflow](https://github.com/Junaid-PK/laravel-development-workflow)**: Source for the `laravel-development-workflow` skill - root-cause Laravel bug fixes and repository-native feature work with regression coverage and risk-based verification (MIT).\n- **[Sketchjar/stipple-agent-skills](https://github.com/Sketchjar/stipple-agent-skills)**: Source for seven Stipple-backed document trust skills covering document forensics, identity-pack gaps, grounded extraction, citation checks, AI-text triage, adverse-media review, and AU/NZ tender matching, with explicit hosted-data and human-review boundaries (Apache-2.0).\n- **[263311487-ux/falsify](https://github.com/263311487-ux/falsify)**: Source for the `falsify` skill - a scientific reasoning protocol for explicit hypotheses, adversarial checks, evidence grading, and calibrated conclusions (MIT).\n- **[Ghost011118/project-state-governor](https://github.com/Ghost011118/project-state-governor)**: Source for the `project-state-governor` skill - evidence-backed canonical project state across sessions, branches, reviews, and research cycles (Apache-2.0).\n- **[sandbaseai/sandbase-skills](https://github.com/sandbaseai/sandbase-skills)**: Source for the `multi-source-search` skill - cross-validated research with explicit source diversity, confidence, conflicts, gaps, and an offline-checkable evidence ledger (Apache-2.0).\n- **[sandbaseai/awesome-workbuddy](https://github.com/sandbaseai/awesome-workbuddy)**: Source for the `skill-security-audit` skill - read-only-by-default review of Agent Skills, MCP servers, connectors, and extensions across permissions, provenance, credentials, data flow, and irreversible actions (CC0-1.0).\n- **[alexprivalov/boost-asio-skill](https://github.com/alexprivalov/boost-asio-skill)**: Source for the `boost-asio-pro` skill - version-aware async C++ networking with Boost.Asio and standalone Asio across coroutine, callback, and classic `io_service` styles (MIT).\n- **[xiehuan123/dsh-deepread](https://github.com/xiehuan123/dsh-deepread)**: Source for the `dsh-deepread` skill - evidence-first analysis of articles, books, PDFs, and document sets with claim tracing, knowledge maps, and Feynman checks (MIT).\n- **[xiehuan123/browser-extension-launch](https://github.com/xiehuan123/browser-extension-launch)**: Source for the `browser-extension-launch` skill - end-to-end Chrome extension product design, implementation, real-browser acceptance, packaging, and store-launch workflow (MIT).\n- **[riffkit/skill](https://github.com/riffkit/skill)**: Official upstream source for the `riffkit` skill - short-form video riffing and UGC ad generation in nine natively generated languages (MIT).\n- **[5dive-ai/skills](https://github.com/5dive-ai/skills)**: Source for the `compile-knowledge` skill - durable, atomic, interlinked knowledge stores with explicit hygiene, provenance, expiry, and secret-handling boundaries (MIT).\n- **[JanYork/using-lwc](https://github.com/JanYork/using-lwc)**: Source for the `using-lwc` skill - durable, source-grounded project memory with independently verified document and code graphs (Apache-2.0).\n- **[saudademjj/luopan](https://github.com/saudademjj/luopan)**: Source for the `travel-planner` skill - Chinese-first travel itinerary planning with mandatory budget confirmation, source-traceable facts, workload-aware daily pacing, and rule self-checks (MIT).\n- **[OJPalenzuela/agents-generator](https://github.com/OJPalenzuela/agents-generator)**: Source for the `agents-generator` skill - project-specific `AGENTS.md` and companion rule generation with package-manager detection, monorepo handling, dry-run/update modes, backups, and validated commands (MIT).\n- **[agentbody/skills](https://github.com/agentbody/skills)**: Source for the `people-data` skill - LinkedIn and YouTube professional-profile and public business-contact research via the Agent Body MCP server (MIT).\n- **[sudosubin/gh-attach](https://github.com/sudosubin/gh-attach)**: Source for the `gh-attach` skill - GitHub CLI uploads and downloads of `user-attachments` (screenshots, PDFs, zips, videos), producing repo-scoped URLs for PRs, issues, and READMEs, with GitHub Enterprise Server support (MIT).\n- **[Continuum-AI-Corp/OrcaReplay](https://github.com/Continuum-AI-Corp/OrcaReplay)**: Source for the `orca-replay` skill - reading, replaying, and forking recorded coding-agent runs, so a question about what a past run did is answered from its trace rather than from memory (Apache-2.0).\n- **[Continuum-AI-Corp/OrcaPromptVault](https://github.com/Continuum-AI-Corp/OrcaPromptVault)**: Source for the `system-prompt-lookup` skill - a dated archive of shipped AI products' system prompts and tool schemas, each labelled captured or vendor-reported, so a claim about what an agent was instructed to do is answered from the artifact rather than from memory (AGPL-3.0).\n- **[amElnagdy/review-skills](https://github.com/amElnagdy/review-skills)**: Source for the `debate-review` and `babysit-pr` skills - two-model debate review of PRs/MRs with inline comments and automated babysitting of review rounds for GitHub, GitLab and Azure DevOps (MIT, docs-only — runtime not bundled).\n- **[yylo-dev/yylo-skills](https://github.com/yylo-dev/yylo-skills)**: Source for 7 YYLO skills (`ledger-tasks-yylo`, `plan-ledger-tasks-yylo`, `ralph-loop-yylo`, `understand-project-yylo`, `wiki-yylo`, `workflow-yylo`, `artifact-yylo`) - repo-resident Kanban/task ledger, PDR planning, validated single-task execution loop, and wiki/workflow/artifact records with fail-closed Ledger boundaries (MIT, docs-only — `scripts/kanban.sh` runtime not bundled).\n- **[addyosmani/agent-skills](https://github.com/addyosmani/agent-skills)**: Source for `constraint-driven-development`, `interview-me`, `using-agent-skills` — only names not already in the catalog (22/25 overlap with existing entries) (MIT).\n- **[ayghri/i-have-adhd](https://github.com/ayghri/i-have-adhd)**: Source for the `i-have-adhd` skill — ADHD-friendly output shaping (MIT).\n- **[career-ops-hq/career-ops](https://github.com/career-ops-hq/career-ops)**: Source for the `career-ops` skill — multi-CLI job-search command center (MIT, docs-only — Node runtime not bundled).\n- **[zubair-trabzada/geo-seo-claude](https://github.com/zubair-trabzada/geo-seo-claude)**: Source for 14 GEO/SEO skills (`geo-audit`, `geo-citability`, `geo-technical`, …) — site audits and client reporting (MIT, docs-only; `geo-update` self-installer excluded).\n- **[BagelHole/DevOps-Security-Agent-Skills](https://github.com/BagelHole/DevOps-Security-Agent-Skills)** (compliance batch): Source for 19 governance/framework/continuity/auditing skills (MIT, docs-only).\n- **[BagelHole/DevOps-Security-Agent-Skills](https://github.com/BagelHole/DevOps-Security-Agent-Skills)** (security batch): Source for 35 secrets, scanning, network, operations, and AI-security skills (MIT, docs-only).\n- **[BagelHole/DevOps-Security-Agent-Skills](https://github.com/BagelHole/DevOps-Security-Agent-Skills)** (infrastructure batch): Source for 70 server, storage, database, networking, cloud, and local-AI infrastructure skills (MIT, docs-only).\n- **[elementalsouls/Claude-BugHunter](https://github.com/elementalsouls/Claude-BugHunter)**: Source for 83 bug-bounty/red-team skills (79 offensive with `AUTHORIZED USE ONLY` + confirmation gates, 4 process skills) — recon, exploitation, and validation workflows across web, API, cloud, identity, and mobile attack surfaces (MIT, docs-only — helper scripts, commands, engine, and research assets not bundled).\n- **[BagelHole/DevOps-Security-Agent-Skills](https://github.com/BagelHole/DevOps-Security-Agent-Skills)** (devops batch): Source for 39 CI/CD, orchestration, observability, release, and AI-ops skills (MIT, docs-only).\n- **[amElnagdy/delegate-skills](https://github.com/amElnagdy/delegate-skills)**: Source for 18 delegation skills (`delegate-setup` + 17 implementer relays for Claude/Codex/Cursor/OpenCode and 13 more) — multi-agent delegation and fleet orchestration with Node built-ins only, relay never commits (MIT, docs-only — runtime not bundled).\n- **[zhaoxuya520/reverse-skill](https://github.com/zhaoxuya520/reverse-skill)**: Source for 43 security skills covering reverse engineering, binary analysis, offensive assessment orchestration, and threat-intelligence workflows, adapted with English metadata and upstream safety gates (MIT).\n- **[abhinaykrupa/cowork-to-code-bridge](https://github.com/abhinaykrupa/cowork-to-code-bridge)**: Source for the `cowork-to-code-bridge` skill - consent-bound execution on the user's own machine with pinned provenance, narrow scopes, and explicit local-agent limitations (MIT).\n- **[maleksaadi0109/hyprfedora](https://github.com/maleksaadi0109/hyprfedora)**: Source for the `fedora-hyprland-installer` skill - GPU-aware Fedora Hyprland installation, configuration, verification, repair, and removal workflows (MIT).\n- **[merc1305/findMate](https://github.com/merc1305/findMate)**: Source for the `find-complementary-founders` skill - private-first own-owner assessment, approved expiring profiles, and evidence-backed human founder matching (MIT).\n- **[provencher/codex-skills](https://github.com/provencher/codex-skills)**: Source for the `orchestrate` skill - focused Codex multi-agent delegation with non-overlapping ownership, coordinator integration, and user-held approval gates (MIT).\n- **[Phelan164/codex-howto](https://github.com/Phelan164/codex-howto)**: Source for the `maintain-codex-wiki` skill - review-first engineering knowledge with provenance, explicit capture and promotion, and deterministic structural checks (MIT).\n- **[kotobuki09/instructree](https://github.com/kotobuki09/instructree)**: Source for the `instructree` skill - local instruction-scope mapping, metadata and link validation, recursive Copilot import audits, and SARIF reports (MIT).\n- **[0xsarwagya/ontoly](https://github.com/0xsarwagya/ontoly)**: Source for the `ontoly-software-graph` skill - deterministic TypeScript software graphs, MCP-backed architecture review, request tracing, impact analysis, and dependency analysis (MIT).\n- [amElnagdy/guard-skills](https://github.com/amElnagdy/guard-skills) — Code Quality & Testing Guard Skills (by amElnagdy)\n\n- [cloudflare/security-audit-skill](https://github.com/cloudflare/security-audit-skill) — Cloudflare Web Security Audit Skill (by Cloudflare)\n\n- **[gooseworks-ai/goose-skills](https://github.com/gooseworks-ai/goose-skills)**: Source for the `competitor-ad-intelligence` and `ad-campaign-analyzer` skills - evidence-labeled public ad research plus uncertainty-aware campaign diagnostics and bounded budget tests (MIT).\n\n- **[supernovae-st/nika-agents](https://github.com/supernovae-st/nika-agents)**: Official upstream source for the `nika` skill and its deterministic, budget-aware AI workflow runner (MIT skill content; AGPL-3.0 engine).\n- **[atdy/maoxuan-product-agent](https://github.com/atdy/maoxuan-product-agent)**: Source for the `product-decision-agent` skill - Chinese-first product judgment across prioritization, growth, operations, data, delivery, and cross-functional collaboration, with 36 tested scenarios (MIT).\n- **[hafiz-actyte/idea-autopsy](https://github.com/hafiz-actyte/idea-autopsy)**: Source for the `idea-autopsy` skill - business-idea validation that hunts the one sentence that kills an idea before you build: kill-list check, five hard filters, free-AI one-prompt test, and live ad-market verification (MIT).\n- **[cruisekkk/trading-ledger](https://github.com/cruisekkk/trading-ledger)**: Source for the `trading-ledger` skill - decision-quality trade journaling that captures entry thesis, plan, and emotion into the user's own Notion database (MIT).\n- **[cruisekkk/time-ledger](https://github.com/cruisekkk/time-ledger)**: Source for the `time-ledger` skill - natural-language time tracking parsed into the user's own Notion database with ask-instead-of-guessing reconciliation (MIT).\n- **[mattpocock/skills](https://github.com/mattpocock/skills)**: Source for 17 Matt Pocock workflow skills - codebase design, TDD, bug diagnosis, triage, PRDs, issues, prototyping, handoff, teaching, and skill-writing guidance (MIT).\n- **[emilkowalski/skills](https://github.com/emilkowalski/skills)**: Source for Emil Kowalski design engineering skills - UI polish, motion review, animation standards, component craft, and high-taste frontend guidance (MIT).\n- **[chaunsin/agent-skills](https://github.com/chaunsin/agent-skills)**: Source for the `pre-release-review` and `drizzle-migration-conflict` skills - deploy-readiness audits and Drizzle Kit migration-conflict workflows (Apache-2.0).\n- **[addyosmani/agent-skills](https://github.com/addyosmani/agent-skills)**: Source for the `browser-testing-with-devtools` skill - Chrome DevTools MCP browser verification, profiling, network inspection, and frontend debugging guidance (MIT).\n- **[stareezy-1/frontend-architecture-skill](https://github.com/stareezy-1/frontend-architecture-skill)**: Source for the `frontend-lighthouse` skill - portable Lighthouse CI Core Web Vitals gates, performance budgets, and GitHub Actions reporting (MIT).\n- **[bin1874/before-you-build-skill](https://github.com/bin1874/before-you-build-skill)**: Source for the `before-you-build` skill - pre-coding product risk review across demand, alternatives, switching costs, channels, and validation steps (MIT).\n- **[sparklingneuronics/sparkling-skills](https://github.com/sparklingneuronics/sparkling-skills)**: Source for the `dispatch` skill - multi-CLI delegation from Claude Code to Codex, Antigravity, and Gemini agents (MIT).\n- **[takeaseatventure/sql-sentinel](https://github.com/takeaseatventure/sql-sentinel)**: Source for the `sql-sentinel` skill - SQL warehouse cost and performance anti-pattern audits across BigQuery, Snowflake, Redshift, and Postgres (MIT).\n- **[takeaseatventure/devops-skills](https://github.com/takeaseatventure/devops-skills)**: Source for the `cron-doctor` skill - cron expression diagnosis, validation, trap detection, and zero-dependency schedule analysis tooling (MIT).\n- **[drogers0/gh-image](https://github.com/drogers0/gh-image)**: Source for the `gh-image` skill - GitHub CLI image uploads that return canonical `user-attachments` embed URLs for PRs, issues, comments, and README screenshots (MIT).\n- **[Genefold/arrowspace-skills](https://github.com/Genefold/arrowspace-skills)**: Source for the `arrowspace` skill - spectral vector search using graph Laplacian eigenstructure for structurally aware retrieval (Apache-2.0).\n- **[yaojingang/yao-meta-skill](https://github.com/yaojingang/yao-meta-skill)**: Source for the `yao-meta-skill` skill - governed skill creation, refactoring, evaluation, packaging, review, and distribution workflows (MIT).\n- **[connerkward/ckw-design-skill](https://github.com/connerkward/ckw-design-skill)**: Source for the `ckw-design` skill - frontend design direction, design-system guidance, visual philosophy, spatial checks, usability review, and production UI polish workflows (MIT).\n- **[connerkward/deterministic-design-skill](https://github.com/connerkward/deterministic-design-skill)**: Source for the `deterministic-design` skill - rendered UI layout and usability audits using deterministic measurement plus vision-judged review loops (MIT).\n- **[connerkward/lookdev-auto-skill](https://github.com/connerkward/lookdev-auto-skill)**: Source for the `lookdev-auto` skill - automated visual tuning loops where a vision or video model rates rendered variants and suggests improvements (MIT).\n- **[connerkward/lookdev-studio-skill](https://github.com/connerkward/lookdev-studio-skill)**: Source for the `lookdev` skill - human-in-the-loop visual and prose tuning through rendered variants, sliders, swatches, inline edits, and selection-driven refinement (MIT).\n- **[connerkward/macos-screen-recorder-system-audio](https://github.com/connerkward/macos-screen-recorder-system-audio)**: Source for the `macos-screen-recorder` skill - macOS ScreenCaptureKit recording with system audio, CLI workflows, permission handling, and export guidance (MIT).\n- **[connerkward/mcp-apple-notes](https://github.com/connerkward/mcp-apple-notes)**: Source for the `apple-notes-search` skill - semantic and keyword search, related-note discovery, bridge finding, entity threads, and cited synthesis across local Apple Notes via MCP (MIT).\n- **[connerkward/screenstudio-alternative-skill](https://github.com/connerkward/screenstudio-alternative-skill)**: Source for the `screenstudio-alt` skill - open-source screen recording polish with auto-zoom, idle speed-up, cursor treatment, captions, and vertical export workflows (MIT).\n- **[connerkward/web-media-getter-skill](https://github.com/connerkward/web-media-getter-skill)**: Source for the `web-media-getter` skill - unified search across free image, video, and GIF APIs with license-aware media selection guidance (MIT).\n- **[xi-kari/crossframe-skill](https://github.com/xi-kari/crossframe-skill)**: Source for the CrossFrame Skill Suite - Chinese-canonical structural diagnosis, essay drafting, review, and companion workflows across relationships, organizations, institutions, public issues, and research notes (MIT).\n- **[qinghui316/ecl-harness-engineer](https://github.com/qinghui316/ecl-harness-engineer)**: Source for the `ecl-harness-engineer` skill - ECL Agent Harness infrastructure for AI coding workflows, repository guidance, change tracking, lint checks, CI gates, and handoff docs (MIT).\n- **[baskduf/FableCodex](https://github.com/baskduf/FableCodex)**: Source for the `codex-fable5` skill - Codex-native Fable-inspired workflow discipline for evidence-first implementation, goal tracking, review findings, verification gates, and prompt adaptation (AGPL-3.0-or-later).\n- **[Suraj1235/open-dynamic-workflows](https://github.com/Suraj1235/open-dynamic-workflows)**: Source for the `open-dynamic-workflows` skill - open-source dynamic multi-agent workflow engine that plans, orchestrates, and adversarially verifies parallel AI coding agents across OpenCode, Codex, Antigravity, and VS Code (MIT).\n- **[multica-ai/andrej-karpathy-skills](https://github.com/multica-ai/andrej-karpathy-skills)**: Source for the `andrej-karpathy` skill - English Karpathy-inspired LLM coding guidelines for simplicity, surgical changes, assumption surfacing, and verifiable success criteria (MIT).\n- **[mskadu/opencode-agent-skills](https://github.com/mskadu/opencode-agent-skills)**: Source for opencode behavior, permission, skill-suggestion, and smart Git automation skills.\n- **[adelaidasofia/ai-brain-starter](https://github.com/adelaidasofia/ai-brain-starter)**: Source for the `ingest-youtube` skill - YouTube transcript ingestion into markdown vaults with yt-dlp metadata, VTT cleanup, and capture-seed stubs (MIT).\n- **[JDDavenport/context-kit](https://github.com/JDDavenport/context-kit)**: Source reference for the `context-kit` skill - local-first Personal Context Artifact setup, installer review, and private context hygiene for Claude Code and adjacent agent workflows.\n- **[JunsW/feature-track](https://github.com/JunsW/feature-track)**: Source for the `feature-tracking` skill - lightweight repository-native feature memory for current status, source-of-truth documents, decisions, risks, and cross-session handoff (MIT).\n- **[JularDepick/user-thoughts.SKILL](https://github.com/JularDepick/user-thoughts.SKILL)**: Source for the `user-thoughts` skill - persistent project idea repository workflows for capturing decisions, tech stack notes, UI/UX rationale, and MDBASE-backed project memory (MIT).\n- **[TheaDust/lore](https://github.com/TheaDust/lore)**: Source for the `lore` skill - Markdown-only, zero-dependency long-term project memory for AI coding agents, with monorepo scopes, two-section platform mirrors, and stdlib Python helpers (MIT).\n- **[rainmanjam/poka-yoke](https://github.com/rainmanjam/poka-yoke)**: Source for the `poka-yoke` skill - software mistake-proofing through control, warning, detection, and source-inspection guardrails (MIT).\n- **[ZeroPointRepo/youtube-skills](https://github.com/ZeroPointRepo/youtube-skills)**: Source for the `youtube-full` skill - TranscriptAPI-backed YouTube transcripts, search, channel browsing, playlists, and cloud-safe video research workflows (MIT).\n- **[ZeroPointRepo/zillow-skills](https://github.com/ZeroPointRepo/zillow-skills)**: Source for the `us-property-data` skill - U.S. property lookup, valuation, listing, tax, school, photo, and price-history guidance through the independent Zillapi API (MIT-0).\n- **[Antheurus/anywrite](https://github.com/Antheurus/anywrite)**: Source for the `anywrite` skill - low-context CLI access to Anytype's local API for objects, properties, files, search, chat, and other workspace operations (MIT).\n- **[Antheurus/sshepherd](https://github.com/Antheurus/sshepherd)**: Source for the `sshepherd` skill - credential-isolated SSH operations, service control, logs, configuration changes, Postgres introspection, and declarative deploys through preconfigured aliases (MIT).\n- **[ejentum/ejentum-mcp](https://github.com/ejentum/ejentum-mcp)**: Source for the `ejentum-reasoning-harness` skill - MCP cognitive harness modes for reasoning, code review, anti-deception checks, and memory-drift analysis (MIT).\n- **[luoyuctl/agenttrace](https://github.com/luoyuctl/agenttrace)**: Source for the `agenttrace-session-audit` skill - local AI coding-agent session audits for cost spikes, tool failures, latency gaps, anomalies, health gates, and session diffs (MIT).\n- **[ohad6k/ditto](https://github.com/ohad6k/ditto)**: Source for the `ditto` skill - mines local coding-agent sessions into private, evidence-backed work, design, and writing profiles with dated source receipts (MIT).\n- **[Necmttn/ax](https://github.com/Necmttn/ax)**: Source for the `ax-extract-workflow` skill - reconstruct workflow behind past coding-agent artifacts using local ax sessions, commits, skills, and tool traces (AGPL-3.0-only).\n- **[Hanyuyuan6/remote-gpu-trainer](https://github.com/Hanyuyuan6/remote-gpu-trainer)**: Source for the `remote-gpu-trainer` skill - rented and remote GPU job orchestration, monitoring, teardown safety, spot resilience, and DL-debug workflows (MIT).\n- **[mturac/recsys-pipeline-architect](https://github.com/mturac/recsys-pipeline-architect)**: Source for the `recsys-pipeline-architect` skill - recommendation, ranking, and feed pipeline architecture using Source, Hydrator, Filter, Scorer, Selector, and SideEffect stages (MIT).\n- **[aomi-labs/skills](https://github.com/aomi-labs/skills)**: Source for the `aomi-transact` skill — natural-language driver for the Aomi CLI with account-abstraction-first execution and simulate-then-sign across 25+ DeFi apps (MIT).\n- **[mycelos-ai/bumblebee-skill](https://github.com/mycelos-ai/bumblebee-skill)**: Source for the `bumblebee` skill - multi-agent implementation workflows with repeatable planning, coding, review, and verification loops (MIT).\n- **[demo112/yunqu-ai-skills](https://github.com/demo112/yunqu-ai-skills)**: Source for WeChat official account, Xiaohongshu content strategy, and MCP tool development skills for Chinese-language platform workflows (MIT).\n- **[tellmefrankie/news-engine](https://github.com/tellmefrankie/news-engine)**: Source for the `news-sentiment-engine` skill - news ingestion, sentiment analysis, and market/news intelligence workflows (MIT).\n- **[Kench001/antigravity-awesome-skills](https://github.com/Kench001/antigravity-awesome-skills)**: Source for the `recursive-context-pruning-token-budgeting` skill - context pruning, token budgeting, and long-session compression guidance (MIT).\n- **[rich-elicitation](https://github.com/CyberZenithX/Rich-Elicitation-Skill)**: Source for the `rich-elicitation` skill - asks clarifying questions in multiple rounds before starting ambiguous tasks.\n- **[CodeShuX/mockhunter](https://github.com/CodeShuX/mockhunter)**: Source for the `mock-hunter` skill - Playwright-based live-page audits that classify visible values as real, mock, LLM-generated, hardcoded, broken, or unknown (MIT).\n- **[commitshow/production-audit](https://github.com/commitshow/production-audit)**: Source for the `production-audit` skill - shipped-app readiness auditing across deployment health, RLS, webhooks, secrets exposure, grants, Stripe idempotency, and mobile UX.\n- **[MohamedAbdallah-14/unslop](https://github.com/MohamedAbdallah-14/unslop)**: Source for the `unslop` skill - deterministic and LLM-assisted cleanup for AI-generated prose a","readmeFilename":"README.md"}