diff --git a/.claude-plugin/plugin.json b/.claude-plugin/plugin.json
index 3f793ca2..b42e8fa9 100644
--- a/.claude-plugin/plugin.json
+++ b/.claude-plugin/plugin.json
@@ -1,7 +1,7 @@
{
"name": "antigravity-awesome-skills",
"version": "9.8.0",
- "description": "Plugin-safe Claude Code distribution of Antigravity Awesome Skills with 1,365 supported skills.",
+ "description": "Plugin-safe Claude Code distribution of Antigravity Awesome Skills with 1,367 supported skills.",
"author": {
"name": "sickn33 and contributors",
"url": "https://github.com/sickn33/antigravity-awesome-skills"
diff --git a/CATALOG.md b/CATALOG.md
index cdcff1a5..33f52de2 100644
--- a/CATALOG.md
+++ b/CATALOG.md
@@ -2,7 +2,7 @@
Generated at: 2026-02-08T00:00:00.000Z
-Total skills: 1379
+Total skills: 1381
## architecture (91)
@@ -181,7 +181,7 @@ Total skills: 1379
| `warren-buffett` | Agente que simula Warren Buffett โ o maior investidor do seculo XX e XXI, CEO da Berkshire Hathaway, discipulo de Benjamin Graham e socio intelectual de Char... | persona, investing, value-investing, business | persona, investing, value-investing, business, warren, buffett, agente, que, simula, maior, investidor, do |
| `whatsapp-automation` | Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for c... | whatsapp | whatsapp, automation, automate, business, tasks, via, rube, mcp, composio, send, messages, upload |
-## data-ai (260)
+## data-ai (262)
| Skill | Description | Tags | Triggers |
| --- | --- | --- | --- |
@@ -313,6 +313,8 @@ Total skills: 1379
| `drizzle-orm-expert` | Expert in Drizzle ORM for TypeScript โ schema design, relational queries, migrations, and serverless database integration. Use when building type-safe databa... | drizzle, orm | drizzle, orm, typescript, schema, relational, queries, migrations, serverless, database, integration, building, type |
| `dwarf-expert` | Provides expertise for analyzing DWARF debug files and understanding the DWARF debug format/standard (v3-v5). Triggers when understanding DWARF information, ... | dwarf | dwarf, provides, expertise, analyzing, debug, files, understanding, format, standard, v3, v5, triggers |
| `embedding-strategies` | Guide to selecting and optimizing embedding models for vector search applications. | embedding, strategies | embedding, strategies, selecting, optimizing, models, vector, search, applications |
+| `faf-expert` | Advanced .faf (Foundational AI-context Format) specialist. IANA-registered format, MCP server config, championship scoring, bi-directional sync. | faf, ai-context, project-management, mcp, iana | faf, ai-context, project-management, mcp, iana, foundational, ai, context, format, registered, server, config |
+| `faf-wizard` | Done-for-you .faf generator. One-click AI context for any project - new, legacy, or famous. Auto-detects stack, scores readiness, works everywhere. | faf, automation, project-setup, ai-context, productivity | faf, automation, project-setup, ai-context, productivity, wizard, done, generator, one, click, ai, context |
| `fal-audio` | Text-to-speech and speech-to-text using fal.ai audio models | fal, audio | fal, audio, text, speech, ai, models |
| `fal-generate` | Generate images and videos using fal.ai AI models | fal, generate | fal, generate, images, videos, ai, models |
| `fal-image-edit` | AI-powered image editing with style transfer and object removal | fal, image, edit | fal, image, edit, ai, powered, editing, style, transfer, object, removal |
diff --git a/README.md b/README.md
index 5fedd924..9bd8c53e 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,13 @@
-
-# ๐ Antigravity Awesome Skills: 1,379+ Agentic Skills for Claude Code, Gemini CLI, Cursor, Copilot & More
+
+# ๐ Antigravity Awesome Skills: 1,381+ Agentic Skills for Claude Code, Gemini CLI, Cursor, Copilot & More
-> **Installable GitHub library of 1,379+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and other AI coding assistants.**
+> **Installable GitHub library of 1,381+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and other AI coding assistants.**
Antigravity Awesome Skills is an installable GitHub library and npm installer for reusable `SKILL.md` playbooks. It is designed for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, Kiro, OpenCode, GitHub Copilot, and other AI coding assistants that benefit from structured operating instructions. Instead of collecting one-off prompt snippets, this repository gives you a searchable, installable catalog of skills, bundles, workflows, plugin-safe distributions, and practical docs that help agents perform recurring tasks with better context, stronger constraints, and clearer outputs.
You can use this repo to install a broad multi-tool skill library, start from role-based bundles, or jump into workflow-driven execution for planning, coding, debugging, testing, security review, infrastructure, product work, and growth tasks. The root README is intentionally a high-signal landing page: understand what the project is, install it quickly, choose the right tool path, and then follow deeper docs only when you need them.
-**Start here:** [Star the repo](https://github.com/sickn33/antigravity-awesome-skills/stargazers) ยท [Install in 1 minute](#installation) ยท [Choose your tool](#choose-your-tool) ยท [Best skills by tool](#best-skills-by-tool) ยท [๐ Browse 1,379+ Skills](#browse-1379-skills) ยท [Bundles](docs/users/bundles.md) ยท [Workflows](docs/users/workflows.md) ยท [Plugins for Claude Code and Codex](docs/users/plugins.md)
+**Start here:** [Star the repo](https://github.com/sickn33/antigravity-awesome-skills/stargazers) ยท [Install in 1 minute](#installation) ยท [Choose your tool](#choose-your-tool) ยท [Best skills by tool](#best-skills-by-tool) ยท [๐ Browse 1,381+ Skills](#browse-1381-skills) ยท [Bundles](docs/users/bundles.md) ยท [Workflows](docs/users/workflows.md) ยท [Plugins for Claude Code and Codex](docs/users/plugins.md)
[](https://github.com/sickn33/antigravity-awesome-skills/stargazers)
[](LICENSE)
@@ -28,7 +28,7 @@ You can use this repo to install a broad multi-tool skill library, start from ro
- **Installable, not just inspirational**: use `npx antigravity-awesome-skills` to put skills where your tool expects them.
- **Built for major agent workflows**: Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, Kiro, OpenCode, Copilot, and more.
-- **Broad coverage with real utility**: 1,379+ skills across development, testing, security, infrastructure, product, and marketing.
+- **Broad coverage with real utility**: 1,381+ skills across development, testing, security, infrastructure, product, and marketing.
- **Faster onboarding**: bundles and workflows reduce the time from "I found this repo" to "I used my first skill".
- **Useful whether you want breadth or curation**: browse the full catalog, start with top bundles, or compare alternatives before installing.
@@ -127,7 +127,7 @@ Start with [Bundles](docs/users/bundles.md) for role-based recommendations, [Wor
## Best Skills By Tool
-If you want a faster answer than "browse all 1,379+ skills", start with a tool-specific guide:
+If you want a faster answer than "browse all 1,381+ skills", start with a tool-specific guide:
- **[Claude Code skills](docs/users/claude-code-skills.md)**: install paths, starter skills, prompt examples, and plugin marketplace flow.
- **[Cursor skills](docs/users/cursor-skills.md)**: best starter skills for `.cursor/skills/`, UI-heavy work, and pair-programming flows.
@@ -183,7 +183,7 @@ If Antigravity starts hitting context limits with too many active skills, the ac
If you use OpenCode or another `.agents/skills` host, prefer a reduced install up front instead of copying the full library into a context-sensitive runtime. The installer now supports `--risk`, `--category`, and `--tags` so you can keep the installed set narrow.
-## Browse 1,379+ Skills
+## Browse 1,381+ Skills
Use the root repo as a landing page, then jump into the deeper surface that matches your intent.
diff --git a/apps/web-app/public/sitemap.xml b/apps/web-app/public/sitemap.xml
index be0155c8..ed7d0a7a 100644
--- a/apps/web-app/public/sitemap.xml
+++ b/apps/web-app/public/sitemap.xml
@@ -12,6 +12,18 @@
weekly
0.7
+
+ http://localhost/skill/faf-expert
+ 2026-04-07
+ weekly
+ 0.7
+
+
+ http://localhost/skill/faf-wizard
+ 2026-04-07
+ weekly
+ 0.7
+
http://localhost/skill/idea-darwin
2026-04-07
@@ -234,16 +246,4 @@
weekly
0.7
-
- http://localhost/skill/viboscope
- 2026-04-07
- weekly
- 0.7
-
-
- http://localhost/skill/jq
- 2026-04-07
- weekly
- 0.7
-
diff --git a/apps/web-app/public/skills.json.backup b/apps/web-app/public/skills.json.backup
index 055275a9..4352f4f5 100644
--- a/apps/web-app/public/skills.json.backup
+++ b/apps/web-app/public/skills.json.backup
@@ -11755,6 +11755,50 @@
"reasons": []
}
},
+ {
+ "id": "faf-expert",
+ "path": "skills/faf-expert",
+ "category": "coding",
+ "name": "faf-expert",
+ "description": "Advanced .faf (Foundational AI-context Format) specialist. IANA-registered format, MCP server config, championship scoring, bi-directional sync.",
+ "risk": "safe",
+ "source": "community",
+ "date_added": "2026-04-07",
+ "plugin": {
+ "targets": {
+ "codex": "supported",
+ "claude": "supported"
+ },
+ "setup": {
+ "type": "none",
+ "summary": "",
+ "docs": null
+ },
+ "reasons": []
+ }
+ },
+ {
+ "id": "faf-wizard",
+ "path": "skills/faf-wizard",
+ "category": "productivity",
+ "name": "faf-wizard",
+ "description": "Done-for-you .faf generator. One-click AI context for any project - new, legacy, or famous. Auto-detects stack, scores readiness, works everywhere.",
+ "risk": "safe",
+ "source": "community",
+ "date_added": "2026-04-07",
+ "plugin": {
+ "targets": {
+ "codex": "supported",
+ "claude": "supported"
+ },
+ "setup": {
+ "type": "none",
+ "summary": "",
+ "docs": null
+ },
+ "reasons": []
+ }
+ },
{
"id": "fal-audio",
"path": "skills/fal-audio",
diff --git a/data/bundles.json b/data/bundles.json
index c0c3346d..4893e18a 100644
--- a/data/bundles.json
+++ b/data/bundles.json
@@ -816,6 +816,7 @@
"e2e-testing",
"email-sequence",
"expo-cicd-workflows",
+ "faf-wizard",
"fal-workflow",
"figma-automation",
"freshdesk-automation",
diff --git a/data/catalog.json b/data/catalog.json
index ec0d9778..647723a5 100644
--- a/data/catalog.json
+++ b/data/catalog.json
@@ -1,6 +1,6 @@
{
"generatedAt": "2026-02-08T00:00:00.000Z",
- "total": 1379,
+ "total": 1381,
"skills": [
{
"id": "00-andruia-consultant",
@@ -12981,6 +12981,62 @@
],
"path": "skills/expo-ui-swift-ui/SKILL.md"
},
+ {
+ "id": "faf-expert",
+ "name": "faf-expert",
+ "description": "Advanced .faf (Foundational AI-context Format) specialist. IANA-registered format, MCP server config, championship scoring, bi-directional sync.",
+ "category": "data-ai",
+ "tags": [
+ "faf",
+ "ai-context",
+ "project-management",
+ "mcp",
+ "iana"
+ ],
+ "triggers": [
+ "faf",
+ "ai-context",
+ "project-management",
+ "mcp",
+ "iana",
+ "foundational",
+ "ai",
+ "context",
+ "format",
+ "registered",
+ "server",
+ "config"
+ ],
+ "path": "skills/faf-expert/SKILL.md"
+ },
+ {
+ "id": "faf-wizard",
+ "name": "faf-wizard",
+ "description": "Done-for-you .faf generator. One-click AI context for any project - new, legacy, or famous. Auto-detects stack, scores readiness, works everywhere.",
+ "category": "data-ai",
+ "tags": [
+ "faf",
+ "automation",
+ "project-setup",
+ "ai-context",
+ "productivity"
+ ],
+ "triggers": [
+ "faf",
+ "automation",
+ "project-setup",
+ "ai-context",
+ "productivity",
+ "wizard",
+ "done",
+ "generator",
+ "one",
+ "click",
+ "ai",
+ "context"
+ ],
+ "path": "skills/faf-wizard/SKILL.md"
+ },
{
"id": "fal-audio",
"name": "fal-audio",
diff --git a/data/plugin-compatibility.json b/data/plugin-compatibility.json
index 266cc1a1..17bf249b 100644
--- a/data/plugin-compatibility.json
+++ b/data/plugin-compatibility.json
@@ -10053,6 +10053,44 @@
},
"runtime_files": []
},
+ {
+ "id": "faf-expert",
+ "path": "skills/faf-expert",
+ "targets": {
+ "codex": "supported",
+ "claude": "supported"
+ },
+ "setup": {
+ "type": "none",
+ "summary": "",
+ "docs": null
+ },
+ "reasons": [],
+ "blocked_reasons": {
+ "codex": [],
+ "claude": []
+ },
+ "runtime_files": []
+ },
+ {
+ "id": "faf-wizard",
+ "path": "skills/faf-wizard",
+ "targets": {
+ "codex": "supported",
+ "claude": "supported"
+ },
+ "setup": {
+ "type": "none",
+ "summary": "",
+ "docs": null
+ },
+ "reasons": [],
+ "blocked_reasons": {
+ "codex": [],
+ "claude": []
+ },
+ "runtime_files": []
+ },
{
"id": "fal-audio",
"path": "skills/fal-audio",
@@ -26363,10 +26401,10 @@
}
],
"summary": {
- "total_skills": 1379,
+ "total_skills": 1381,
"supported": {
- "codex": 1350,
- "claude": 1365
+ "codex": 1352,
+ "claude": 1367
},
"blocked": {
"codex": 29,
diff --git a/docs/integrations/jetski-cortex.md b/docs/integrations/jetski-cortex.md
index 90986782..2aa1937f 100644
--- a/docs/integrations/jetski-cortex.md
+++ b/docs/integrations/jetski-cortex.md
@@ -1,9 +1,9 @@
---
title: Jetski/Cortex + Gemini Integration Guide
-description: "Use antigravity-awesome-skills with Jetski/Cortex without hitting context-window overflow with 1.379+ skills."
+description: "Use antigravity-awesome-skills with Jetski/Cortex without hitting context-window overflow with 1.381+ skills."
---
-# Jetski/Cortex + Gemini: safe integration with 1,1.379+ skills
+# Jetski/Cortex + Gemini: safe integration with 1,1.381+ skills
This guide shows how to integrate the `antigravity-awesome-skills` repository with an agent based on **Jetski/Cortex + Gemini** (or similar frameworks) **without exceeding the model context window**.
@@ -23,7 +23,7 @@ Never do:
- concatenate all `SKILL.md` content into a single system prompt;
- re-inject the entire library for **every** request.
-With over 1,1.379 skills, this approach fills the context window before user messages are even added, causing truncation.
+With over 1,1.381 skills, this approach fills the context window before user messages are even added, causing truncation.
---
diff --git a/docs/integrations/jetski-gemini-loader/README.md b/docs/integrations/jetski-gemini-loader/README.md
index 2f8f4745..00fc896b 100644
--- a/docs/integrations/jetski-gemini-loader/README.md
+++ b/docs/integrations/jetski-gemini-loader/README.md
@@ -20,7 +20,7 @@ This example shows one way to integrate **antigravity-awesome-skills** with a Je
- How to enforce a **maximum number of skills per turn** via `maxSkillsPerTurn`.
- How to choose whether to **truncate or error** when too many skills are requested via `overflowBehavior`.
-This pattern avoids context overflow when you have 1,379+ skills installed.
+This pattern avoids context overflow when you have 1,381+ skills installed.
---
diff --git a/docs/maintainers/repo-growth-seo.md b/docs/maintainers/repo-growth-seo.md
index 63f201bb..eb296f7b 100644
--- a/docs/maintainers/repo-growth-seo.md
+++ b/docs/maintainers/repo-growth-seo.md
@@ -6,7 +6,7 @@ This document keeps the repository's GitHub-facing discovery copy aligned with t
Preferred positioning:
-> Installable GitHub library of 1,379+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and other AI coding assistants.
+> Installable GitHub library of 1,381+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and other AI coding assistants.
Key framing:
@@ -20,7 +20,7 @@ Key framing:
Preferred description:
-> Installable GitHub library of 1,379+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.
+> Installable GitHub library of 1,381+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.
Preferred homepage:
@@ -28,7 +28,7 @@ Preferred homepage:
Preferred social preview:
-- use a clean preview image that says `1,379+ Agentic Skills`;
+- use a clean preview image that says `1,381+ Agentic Skills`;
- mention Claude Code, Cursor, Codex CLI, and Gemini CLI;
- avoid dense text and tiny logos that disappear in social cards.
diff --git a/docs/maintainers/skills-update-guide.md b/docs/maintainers/skills-update-guide.md
index 0308096a..553a203a 100644
--- a/docs/maintainers/skills-update-guide.md
+++ b/docs/maintainers/skills-update-guide.md
@@ -69,7 +69,7 @@ For manual updates, you need:
The update process refreshes:
- Skills index (`skills_index.json`)
- Web app skills data (`apps\web-app\public\skills.json`)
-- All 1,379+ skills from the skills directory
+- All 1,381+ skills from the skills directory
## When to Update
diff --git a/docs/users/bundles.md b/docs/users/bundles.md
index 9ee1a6ba..f3975d58 100644
--- a/docs/users/bundles.md
+++ b/docs/users/bundles.md
@@ -673,4 +673,4 @@ Found a skill that should be in a bundle? Or want to create a new bundle? [Open
---
-_Last updated: March 2026 | Total Skills: 1,379+ | Total Bundles: 37_
+_Last updated: March 2026 | Total Skills: 1,381+ | Total Bundles: 37_
diff --git a/docs/users/claude-code-skills.md b/docs/users/claude-code-skills.md
index 78fb244b..da5e7248 100644
--- a/docs/users/claude-code-skills.md
+++ b/docs/users/claude-code-skills.md
@@ -12,7 +12,7 @@ Install the library into Claude Code, then invoke focused skills directly in the
## Why use this repo for Claude Code
-- It includes 1,379+ skills instead of a narrow single-domain starter pack.
+- It includes 1,381+ skills instead of a narrow single-domain starter pack.
- It supports the standard `.claude/skills/` path and the Claude Code plugin marketplace flow.
- It also ships generated bundle plugins so teams can install focused packs like `Essentials` or `Security Developer` from the marketplace metadata.
- It includes onboarding docs, bundles, and workflows so new users do not need to guess where to begin.
diff --git a/docs/users/gemini-cli-skills.md b/docs/users/gemini-cli-skills.md
index 88994530..6e3dfb12 100644
--- a/docs/users/gemini-cli-skills.md
+++ b/docs/users/gemini-cli-skills.md
@@ -12,7 +12,7 @@ Install into the Gemini skills path, then ask Gemini to apply one skill at a tim
- It installs directly into the expected Gemini skills path.
- It includes both core software engineering skills and deeper agent/LLM-oriented skills.
-- It helps new users get started with bundles and workflows rather than forcing a cold start from 1,379+ files.
+- It helps new users get started with bundles and workflows rather than forcing a cold start from 1,381+ files.
- It is useful whether you want a broad internal skill library or a single repo to test many workflows quickly.
## Install Gemini CLI Skills
diff --git a/docs/users/kiro-integration.md b/docs/users/kiro-integration.md
index d4a0c3f8..585c782c 100644
--- a/docs/users/kiro-integration.md
+++ b/docs/users/kiro-integration.md
@@ -18,7 +18,7 @@ Kiro is AWS's agentic AI IDE that combines:
Kiro's agentic capabilities are enhanced by skills that provide:
-- **Domain expertise** across 1,379+ specialized areas
+- **Domain expertise** across 1,381+ specialized areas
- **Best practices** from Anthropic, OpenAI, Google, Microsoft, and AWS
- **Workflow automation** for common development tasks
- **AWS-specific patterns** for serverless, infrastructure, and cloud architecture
diff --git a/docs/users/usage.md b/docs/users/usage.md
index 02f413ca..8f59d845 100644
--- a/docs/users/usage.md
+++ b/docs/users/usage.md
@@ -14,7 +14,7 @@ If you came in through a **Claude Code** or **Codex** plugin instead of a full l
When you ran `npx antigravity-awesome-skills` or cloned the repository, you:
-โ
**Downloaded 1,379+ skill files** to your computer (default: `~/.gemini/antigravity/skills/`; or a custom path like `~/.agent/skills/` if you used `--path`)
+โ
**Downloaded 1,381+ skill files** to your computer (default: `~/.gemini/antigravity/skills/`; or a custom path like `~/.agent/skills/` if you used `--path`)
โ
**Made them available** to your AI assistant
โ **Did NOT enable them all automatically** (they're just sitting there, waiting)
@@ -34,7 +34,7 @@ Bundles are **curated groups** of skills organized by role. They help you decide
**Analogy:**
-- You installed a toolbox with 1,379+ tools (โ
done)
+- You installed a toolbox with 1,381+ tools (โ
done)
- Bundles are like **labeled organizer trays** saying: "If you're a carpenter, start with these 10 tools"
- You can either **pick skills from the tray** or install that tray as a focused marketplace bundle plugin
@@ -212,7 +212,7 @@ Let's actually use a skill right now. Follow these steps:
## Step 5: Picking Your First Skills (Practical Advice)
-Don't try to use all 1,379+ skills at once. Here's a sensible approach:
+Don't try to use all 1,381+ skills at once. Here's a sensible approach:
If you want a tool-specific starting point before choosing skills, use:
@@ -343,7 +343,7 @@ Usually no, but if your AI doesn't recognize a skill:
### "Can I load all skills into the model at once?"
-No. Even though you have 1,379+ skills installed locally, you should **not** concatenate every `SKILL.md` into a single system prompt or context block.
+No. Even though you have 1,381+ skills installed locally, you should **not** concatenate every `SKILL.md` into a single system prompt or context block.
The intended pattern is:
diff --git a/docs/users/visual-guide.md b/docs/users/visual-guide.md
index 6af7c4c1..f06fd0c5 100644
--- a/docs/users/visual-guide.md
+++ b/docs/users/visual-guide.md
@@ -34,7 +34,7 @@ antigravity-awesome-skills/
โโโ ๐ CONTRIBUTING.md โ Contributor workflow
โโโ ๐ CATALOG.md โ Full generated catalog
โ
-โโโ ๐ skills/ โ 1,379+ skills live here
+โโโ ๐ skills/ โ 1,381+ skills live here
โ โ
โ โโโ ๐ brainstorming/
โ โ โโโ ๐ SKILL.md โ Skill definition
@@ -47,7 +47,7 @@ antigravity-awesome-skills/
โ โ โโโ ๐ 2d-games/
โ โ โโโ ๐ SKILL.md โ Nested skills also supported
โ โ
-โ โโโ ... (1,379+ total)
+โ โโโ ... (1,381+ total)
โ
โโโ ๐ apps/
โ โโโ ๐ web-app/ โ Interactive browser
@@ -100,7 +100,7 @@ antigravity-awesome-skills/
```
โโโโโโโโโโโโโโโโโโโโโโโโโโโ
- โ 1,379+ SKILLS โ
+ โ 1,381+ SKILLS โ
โโโโโโโโโโโโโโฌโโโโโโโโโโโโโ
โ
โโโโโโโโโโโโโโโโโโโโโโโโโโผโโโโโโโโโโโโโโโโโโโโโโโโโ
@@ -201,7 +201,7 @@ If you want a workspace-style manual install instead, cloning into `.agent/skill
โ โโโ ๐ brainstorming/ โ
โ โโโ ๐ stripe-integration/ โ
โ โโโ ๐ react-best-practices/ โ
-โ โโโ ... (1,379+ total) โ
+โ โโโ ... (1,381+ total) โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
```
diff --git a/package.json b/package.json
index 58f85085..2e97af2e 100644
--- a/package.json
+++ b/package.json
@@ -1,7 +1,7 @@
{
"name": "antigravity-awesome-skills",
"version": "9.8.0",
- "description": "1,379+ agentic skills for Claude Code, Gemini CLI, Cursor, Antigravity & more. Installer CLI.",
+ "description": "1,381+ agentic skills for Claude Code, Gemini CLI, Cursor, Antigravity & more. Installer CLI.",
"license": "MIT",
"scripts": {
"validate": "node tools/scripts/run-python.js tools/scripts/validate_skills.py",
diff --git a/plugins/antigravity-awesome-skills-claude/.claude-plugin/plugin.json b/plugins/antigravity-awesome-skills-claude/.claude-plugin/plugin.json
index 3f793ca2..b42e8fa9 100644
--- a/plugins/antigravity-awesome-skills-claude/.claude-plugin/plugin.json
+++ b/plugins/antigravity-awesome-skills-claude/.claude-plugin/plugin.json
@@ -1,7 +1,7 @@
{
"name": "antigravity-awesome-skills",
"version": "9.8.0",
- "description": "Plugin-safe Claude Code distribution of Antigravity Awesome Skills with 1,365 supported skills.",
+ "description": "Plugin-safe Claude Code distribution of Antigravity Awesome Skills with 1,367 supported skills.",
"author": {
"name": "sickn33 and contributors",
"url": "https://github.com/sickn33/antigravity-awesome-skills"
diff --git a/plugins/antigravity-awesome-skills-claude/skills/faf-expert/SKILL.md b/plugins/antigravity-awesome-skills-claude/skills/faf-expert/SKILL.md
new file mode 100644
index 00000000..891eb98e
--- /dev/null
+++ b/plugins/antigravity-awesome-skills-claude/skills/faf-expert/SKILL.md
@@ -0,0 +1,221 @@
+---
+name: faf-expert
+description: "Advanced .faf (Foundational AI-context Format) specialist. IANA-registered format, MCP server config, championship scoring, bi-directional sync."
+category: coding
+risk: safe
+source: community
+source_repo: Wolfe-Jam/faf-skills
+source_type: community
+date_added: "2026-04-07"
+author: wolfejam
+tags: [faf, ai-context, project-management, mcp, iana]
+tools: [claude, cursor, gemini, windsurf]
+---
+
+# FAF Expert - Advanced AI Context Architecture
+
+**Master the IANA-registered format that makes AI understand your projects.**
+
+Transform any codebase into an AI-intelligent project with persistent context that survives across sessions, tools, and AI platforms. Expert-level control over the foundational layer that powers modern AI development workflows.
+
+## When to Use This Skill
+
+Use FAF Expert when you need:
+
+| Scenario | What FAF Expert Provides |
+|----------|---------------------------|
+| **Complex project setup** | Expert configuration of .faf files and MCP servers |
+| **Championship scoring** | Achieve 85%+ AI-readiness scores for production projects |
+| **Multi-AI workflows** | Universal context that works across Claude, Cursor, Gemini, Windsurf |
+| **Legacy codebase revival** | Transform archaeology into AI-readable project DNA |
+| **Team collaboration** | Standardized context format for consistent AI assistance |
+| **Enterprise deployment** | Professional MCP server configuration and management |
+
+## Real-World Examples
+
+### Example 1: Legacy Enterprise Java System
+```yaml
+# Achieved: 92% Gold tier with FAF Expert
+project:
+ name: enterprise-payment-api
+ goal: Mission-critical payment processing system
+
+stack:
+ backend: java-spring
+ database: oracle
+ runtime: java-11
+ deployment: kubernetes
+
+human_context:
+ where: AWS EKS production cluster
+ when: Legacy system from 2018, modernizing 2026
+ how: Spring Boot 2.7, Oracle 19c, Docker containerization
+```
+
+### Example 2: Modern React Dashboard
+```yaml
+# Achieved: 97% Gold tier performance
+project:
+ name: analytics-dashboard
+ goal: Real-time analytics for SaaS platform
+
+stack:
+ frontend: react-18
+ css_framework: tailwind
+ state: zustand
+ build: vite
+ testing: vitest
+ deployment: vercel
+```
+
+## Core Capabilities
+
+### ๐ Championship Scoring System
+- **Gold Tier (95%+)**: Production-ready AI context
+- **Silver Tier (85%+)**: Professional development standard
+- **Bronze Tier (70%+)**: Solid foundation for AI assistance
+
+### ๐ง MCP Server Configuration
+Expert setup of claude-faf-mcp with 33 tools:
+```json
+{
+ "mcpServers": {
+ "faf": {
+ "command": "npx",
+ "args": ["-y", "claude-faf-mcp@latest"]
+ }
+ }
+}
+```
+
+### ๐ Bi-Directional Sync
+Keep context synchronized across platforms:
+- `.faf` โ `CLAUDE.md`
+- `.faf` โ `.cursorrules`
+- `.faf` โ `GEMINI.md`
+- `.faf` โ `AGENTS.md`
+
+### ๐ Mk4 Architecture Framework
+33-slot IANA format for comprehensive project context:
+- Project identity and goals
+- Technical stack detection
+- Human context (who/what/why/where/when/how)
+- Architecture patterns
+- Deployment configuration
+
+## Getting Started
+
+### Quick Installation
+```bash
+# Install FAF CLI
+npm install -g faf-cli
+
+# Initialize your project
+faf init
+
+# Score AI-readiness
+faf score --details
+
+# Set up MCP server
+faf mcp install
+```
+
+### Expert Commands
+```bash
+# Advanced scoring with breakdown
+faf score --championship --verbose
+
+# Multi-platform sync
+faf bi-sync --target all
+
+# Validate format compliance
+faf validate --strict
+
+# Enhanced AI optimization
+faf enhance --model claude --focus completeness
+```
+
+## Success Metrics
+
+**Real Performance Data:**
+- **52k+ downloads** across FAF ecosystem
+- **800+ comprehensive tests** (CLI + MCP)
+- **IANA-registered format** (application/vnd.faf+yaml)
+- **153+ validated formats** supported
+- **Championship-grade performance** (<50ms execution)
+
+## Platform Compatibility
+
+### Supported AI Tools
+- โ
**Claude Code** - Native MCP integration
+- โ
**Cursor** - .cursorrules sync
+- โ
**Gemini CLI** - GEMINI.md sync
+- โ
**Windsurf** - .windsurfrules support
+- โ
**Universal** - Works with any AI that reads YAML
+
+### MCP Servers Available
+- `claude-faf-mcp` - 33 tools, 391 tests
+- `grok-faf-mcp` - xAI/Grok optimized
+- `rust-faf-mcp` - Native performance (4.3MB binary)
+- `gemini-faf-mcp` - Google Gemini integration
+
+## Advanced Patterns
+
+### Enterprise Configuration
+```yaml
+faf_version: "3.0"
+project:
+ name: enterprise-platform
+ tier: production
+
+human_context:
+ team_size: 50+
+ compliance: SOC2, HIPAA
+ deployment: multi-region
+
+stack:
+ architecture: microservices
+ orchestration: kubernetes
+ monitoring: datadog
+ security: vault
+```
+
+### Legacy System Revival
+```yaml
+# Transform 10-year-old codebase to AI-ready
+project:
+ archaeology: true
+ modernization_target: 2026
+
+stack:
+ legacy: php-5.6
+ migration_path: laravel-11
+ database_upgrade: mysql-8
+```
+
+## Expert Resources
+
+- **Documentation**: https://faf.one
+- **MCP Registry**: Official Anthropic steward
+- **CLI Reference**: `faf --help`
+- **Community**: Discord server with 1000+ developers
+- **Enterprise**: Professional support available
+
+## When to Use faf-wizard Instead
+
+Use `faf-wizard` for:
+- โ
Quick project setup
+- โ
One-click generation
+- โ
Beginner-friendly workflow
+- โ
Automated stack detection
+
+Use `faf-expert` for:
+- ๐ฏ Fine-tuned configuration
+- ๐ฏ Championship scoring optimization
+- ๐ฏ Multi-platform sync management
+- ๐ฏ Enterprise deployment patterns
+- ๐ฏ Advanced MCP server setup
+
+---
+
+*Master the format that makes AI understand your projects. FAF Expert - for when you need championship-grade AI context architecture.*
\ No newline at end of file
diff --git a/plugins/antigravity-awesome-skills-claude/skills/faf-wizard/SKILL.md b/plugins/antigravity-awesome-skills-claude/skills/faf-wizard/SKILL.md
new file mode 100644
index 00000000..e7577d43
--- /dev/null
+++ b/plugins/antigravity-awesome-skills-claude/skills/faf-wizard/SKILL.md
@@ -0,0 +1,252 @@
+---
+name: faf-wizard
+description: "Done-for-you .faf generator. One-click AI context for any project - new, legacy, or famous. Auto-detects stack, scores readiness, works everywhere."
+category: productivity
+risk: safe
+source: community
+source_repo: Wolfe-Jam/faf-skills
+source_type: community
+date_added: "2026-04-07"
+author: wolfejam
+tags: [faf, automation, project-setup, ai-context, productivity]
+tools: [claude, cursor, gemini, windsurf, any-ai]
+---
+
+# FAF Wizard - One-Click AI Intelligence
+
+**The pit crew for your projects.** Point it at any codebase and get scored, AI-ready context in 60 seconds.
+
+Transform any project - new, legacy, famous OSS, or forgotten side projects - into an AI-intelligent workspace with persistent context that works across all AI tools.
+
+## The Problem It Solves
+
+**Even React.js scores 0% AI-readiness.** Famous repositories have no AI context.
+
+| What Exists | What It Tells AI |
+|-------------|------------------|
+| README.md | "What this does" (for humans) |
+| docs/ | "How to use it" (for humans) |
+| **project.faf** | "How to help build this" (for AI) |
+
+Documentation tells humans how to use your code. AI context tells AI how to help you build it. **They're completely different things.**
+
+## Works on ANY Project
+
+| Project Type | What FAF Wizard Does |
+|-------------|----------------------|
+| **Brand new** | Perfect AI context from line one |
+| **Legacy nightmare** | AI finally understands the archaeology |
+| **Famous OSS** | Even React doesn't have this |
+| **Side projects** | Stop re-explaining every session |
+| **Client handoffs** | Portable context for any AI tool |
+| **Team projects** | Shared context that everyone can use |
+
+## Real Success Stories
+
+### Before/After: Legacy E-commerce Platform
+```
+Before: "This 50k-line PHP codebase from 2015..."
+AI: "I don't understand this architecture"
+
+After: 60 seconds with FAF Wizard
+AI: "I see this is a Laravel-based e-commerce system with
+payment processing, inventory management, and multi-tenant
+architecture. Here's how I can help..."
+```
+
+### Before/After: Modern React App
+```
+Before: Every AI session starts with context explanation
+Time lost: 5-10 minutes per session
+
+After: project.faf exists
+AI: Instant understanding, productive from message one
+Time saved: 2+ hours per day
+```
+
+## The 60-Second Workflow
+
+### Step 1: Detection (10 seconds)
+```bash
+faf auto
+# Scans manifest files, directory structure, dependencies
+# Detects: React + TypeScript + Tailwind + Vercel
+```
+
+### Step 2: Generation (30 seconds)
+```yaml
+# Auto-generated project.faf
+project:
+ name: my-saas-dashboard
+ goal: Customer analytics platform
+
+stack:
+ frontend: react-18
+ css: tailwind
+ deployment: vercel
+
+human_context:
+ who: Solo founder
+ what: SaaS analytics dashboard
+ why: Customer insights for small businesses
+```
+
+### Step 3: Scoring & Report (20 seconds)
+```
+โ
Generated: project.faf
+๐ AI-Readiness: 87% Bronze - Production ready
+
+Filled: 9/11 active slots
+Ignored: 22 slots (not applicable)
+
+To reach Silver (95%):
+ + Add API documentation (+5%)
+ + Define deployment details (+3%)
+```
+
+## Performance Data (Real Numbers)
+
+**Analyzed 8,400+ Projects:**
+- โ
**99.2% detection accuracy** across 153+ formats
+- โ
**Average generation time**: 12.3 seconds
+- โ
**Bronze tier or higher**: 94% of projects
+- โ
**Zero manual configuration**: Works out of the box
+
+### Format Support
+Automatically detects and configures:
+- **JavaScript**: React, Vue, Angular, Svelte, Next.js, Nuxt
+- **Python**: Django, Flask, FastAPI, Jupyter, Poetry
+- **TypeScript**: All JS frameworks + native TS projects
+- **Rust**: Cargo projects, CLI tools, web servers
+- **Go**: Modules, Docker, microservices
+- **Java**: Maven, Gradle, Spring Boot
+- **+147 more formats**
+
+## Universal Compatibility
+
+### Works With Every AI Tool
+- โ
**Claude Code** - Reads .faf natively
+- โ
**Cursor** - Auto-syncs to .cursorrules
+- โ
**Gemini CLI** - Converts to GEMINI.md
+- โ
**Windsurf** - Syncs to .windsurfrules
+- โ
**ChatGPT** - Readable YAML format
+- โ
**Any AI** - Universal format support
+
+### Migration Support
+Already have AI context files?
+```bash
+# Migrates existing context
+faf migrate --from .cursorrules
+faf migrate --from CLAUDE.md
+faf migrate --from README.md
+
+# One format, works everywhere
+faf sync --target all
+```
+
+## Installation Options
+
+### Option 1: CLI (Recommended)
+```bash
+npm install -g faf-cli
+cd your-project
+faf auto
+```
+
+### Option 2: MCP Server (Claude Code)
+```json
+{
+ "mcpServers": {
+ "faf": {
+ "command": "npx",
+ "args": ["-y", "claude-faf-mcp@latest"]
+ }
+ }
+}
+```
+
+### Option 3: Browser Extension
+Install from Chrome Web Store - works on any Git repository.
+
+## Three-Phase Intelligence
+
+### Phase 1: Stack Detection
+- Scans `package.json`, `Cargo.toml`, `pyproject.toml`, etc.
+- Analyzes directory structure and file patterns
+- Identifies frameworks, deployment targets, testing setup
+
+### Phase 2: Context Mining
+- Extracts project description from README
+- Identifies architecture patterns from code structure
+- Pulls dependency information for AI context
+
+### Phase 3: Optimization
+- Generates focused 33-slot IANA format
+- Validates against format specification
+- Scores AI-readiness with improvement suggestions
+
+## Success Metrics by Project Type
+
+| Project Type | Avg Score | Time to Bronze | Detection Rate |
+|-------------|-----------|----------------|----------------|
+| **React/Vue** | 89% | Instant | 99.8% |
+| **Python Django** | 91% | Instant | 99.5% |
+| **Rust CLI** | 85% | Instant | 99.1% |
+| **Legacy PHP** | 76% | 30 seconds | 94.2% |
+| **Monorepo** | 82% | 45 seconds | 91.8% |
+
+## When to Use faf-expert Instead
+
+Use `faf-wizard` for:
+- โ
Quick project onboarding
+- โ
Automatic everything
+- โ
"Just make it work"
+- โ
Time-constrained scenarios
+
+Use `faf-expert` for:
+- ๐ฏ Fine-tuned championship scoring (95%+)
+- ๐ฏ Complex MCP server configuration
+- ๐ฏ Multi-platform sync management
+- ๐ฏ Enterprise deployment patterns
+
+## Validation & Security
+
+**Enterprise-Grade Standards:**
+- โ
**800+ comprehensive tests** across CLI and MCP
+- โ
**No credentials ever stored** in .faf files
+- โ
**YAML format validation** prevents malformed files
+- โ
**IANA-registered format** (application/vnd.faf+yaml)
+- โ
**MIT licensed** - safe for commercial use
+
+## Getting Started
+
+### For Your Current Project
+```bash
+# One command, done forever
+npx faf-cli auto
+
+# Check the results
+cat project.faf
+```
+
+### For Any GitHub Repository
+Install the browser extension and click "Generate FAF" on any repo.
+
+### For Teams
+```bash
+# Set up team-wide MCP server
+faf mcp install --team
+faf sync --target all --watch
+```
+
+## Community & Support
+
+- **Website**: https://faf.one
+- **Chrome Extension**: 4.8โ
rating, Google approved
+- **Downloads**: 52k+ across ecosystem
+- **Discord**: Active community of 1000+ developers
+- **Documentation**: Comprehensive guides and examples
+
+---
+
+*Stop explaining your project every session. FAF Wizard - because AI should understand your project as well as you do.*
\ No newline at end of file
diff --git a/plugins/antigravity-awesome-skills/.codex-plugin/plugin.json b/plugins/antigravity-awesome-skills/.codex-plugin/plugin.json
index 14439d7b..3ed49ff1 100644
--- a/plugins/antigravity-awesome-skills/.codex-plugin/plugin.json
+++ b/plugins/antigravity-awesome-skills/.codex-plugin/plugin.json
@@ -19,7 +19,7 @@
"skills": "./skills/",
"interface": {
"displayName": "Antigravity Awesome Skills",
- "shortDescription": "1,350 plugin-safe skills for coding, security, product, and ops workflows.",
+ "shortDescription": "1,352 plugin-safe skills for coding, security, product, and ops workflows.",
"longDescription": "Install a plugin-safe Codex distribution of Antigravity Awesome Skills. Skills that still need hardening or target-specific setup remain available in the repo but are excluded from this plugin.",
"developerName": "sickn33 and contributors",
"category": "Productivity",
diff --git a/plugins/antigravity-awesome-skills/skills/faf-expert/SKILL.md b/plugins/antigravity-awesome-skills/skills/faf-expert/SKILL.md
new file mode 100644
index 00000000..891eb98e
--- /dev/null
+++ b/plugins/antigravity-awesome-skills/skills/faf-expert/SKILL.md
@@ -0,0 +1,221 @@
+---
+name: faf-expert
+description: "Advanced .faf (Foundational AI-context Format) specialist. IANA-registered format, MCP server config, championship scoring, bi-directional sync."
+category: coding
+risk: safe
+source: community
+source_repo: Wolfe-Jam/faf-skills
+source_type: community
+date_added: "2026-04-07"
+author: wolfejam
+tags: [faf, ai-context, project-management, mcp, iana]
+tools: [claude, cursor, gemini, windsurf]
+---
+
+# FAF Expert - Advanced AI Context Architecture
+
+**Master the IANA-registered format that makes AI understand your projects.**
+
+Transform any codebase into an AI-intelligent project with persistent context that survives across sessions, tools, and AI platforms. Expert-level control over the foundational layer that powers modern AI development workflows.
+
+## When to Use This Skill
+
+Use FAF Expert when you need:
+
+| Scenario | What FAF Expert Provides |
+|----------|---------------------------|
+| **Complex project setup** | Expert configuration of .faf files and MCP servers |
+| **Championship scoring** | Achieve 85%+ AI-readiness scores for production projects |
+| **Multi-AI workflows** | Universal context that works across Claude, Cursor, Gemini, Windsurf |
+| **Legacy codebase revival** | Transform archaeology into AI-readable project DNA |
+| **Team collaboration** | Standardized context format for consistent AI assistance |
+| **Enterprise deployment** | Professional MCP server configuration and management |
+
+## Real-World Examples
+
+### Example 1: Legacy Enterprise Java System
+```yaml
+# Achieved: 92% Gold tier with FAF Expert
+project:
+ name: enterprise-payment-api
+ goal: Mission-critical payment processing system
+
+stack:
+ backend: java-spring
+ database: oracle
+ runtime: java-11
+ deployment: kubernetes
+
+human_context:
+ where: AWS EKS production cluster
+ when: Legacy system from 2018, modernizing 2026
+ how: Spring Boot 2.7, Oracle 19c, Docker containerization
+```
+
+### Example 2: Modern React Dashboard
+```yaml
+# Achieved: 97% Gold tier performance
+project:
+ name: analytics-dashboard
+ goal: Real-time analytics for SaaS platform
+
+stack:
+ frontend: react-18
+ css_framework: tailwind
+ state: zustand
+ build: vite
+ testing: vitest
+ deployment: vercel
+```
+
+## Core Capabilities
+
+### ๐ Championship Scoring System
+- **Gold Tier (95%+)**: Production-ready AI context
+- **Silver Tier (85%+)**: Professional development standard
+- **Bronze Tier (70%+)**: Solid foundation for AI assistance
+
+### ๐ง MCP Server Configuration
+Expert setup of claude-faf-mcp with 33 tools:
+```json
+{
+ "mcpServers": {
+ "faf": {
+ "command": "npx",
+ "args": ["-y", "claude-faf-mcp@latest"]
+ }
+ }
+}
+```
+
+### ๐ Bi-Directional Sync
+Keep context synchronized across platforms:
+- `.faf` โ `CLAUDE.md`
+- `.faf` โ `.cursorrules`
+- `.faf` โ `GEMINI.md`
+- `.faf` โ `AGENTS.md`
+
+### ๐ Mk4 Architecture Framework
+33-slot IANA format for comprehensive project context:
+- Project identity and goals
+- Technical stack detection
+- Human context (who/what/why/where/when/how)
+- Architecture patterns
+- Deployment configuration
+
+## Getting Started
+
+### Quick Installation
+```bash
+# Install FAF CLI
+npm install -g faf-cli
+
+# Initialize your project
+faf init
+
+# Score AI-readiness
+faf score --details
+
+# Set up MCP server
+faf mcp install
+```
+
+### Expert Commands
+```bash
+# Advanced scoring with breakdown
+faf score --championship --verbose
+
+# Multi-platform sync
+faf bi-sync --target all
+
+# Validate format compliance
+faf validate --strict
+
+# Enhanced AI optimization
+faf enhance --model claude --focus completeness
+```
+
+## Success Metrics
+
+**Real Performance Data:**
+- **52k+ downloads** across FAF ecosystem
+- **800+ comprehensive tests** (CLI + MCP)
+- **IANA-registered format** (application/vnd.faf+yaml)
+- **153+ validated formats** supported
+- **Championship-grade performance** (<50ms execution)
+
+## Platform Compatibility
+
+### Supported AI Tools
+- โ
**Claude Code** - Native MCP integration
+- โ
**Cursor** - .cursorrules sync
+- โ
**Gemini CLI** - GEMINI.md sync
+- โ
**Windsurf** - .windsurfrules support
+- โ
**Universal** - Works with any AI that reads YAML
+
+### MCP Servers Available
+- `claude-faf-mcp` - 33 tools, 391 tests
+- `grok-faf-mcp` - xAI/Grok optimized
+- `rust-faf-mcp` - Native performance (4.3MB binary)
+- `gemini-faf-mcp` - Google Gemini integration
+
+## Advanced Patterns
+
+### Enterprise Configuration
+```yaml
+faf_version: "3.0"
+project:
+ name: enterprise-platform
+ tier: production
+
+human_context:
+ team_size: 50+
+ compliance: SOC2, HIPAA
+ deployment: multi-region
+
+stack:
+ architecture: microservices
+ orchestration: kubernetes
+ monitoring: datadog
+ security: vault
+```
+
+### Legacy System Revival
+```yaml
+# Transform 10-year-old codebase to AI-ready
+project:
+ archaeology: true
+ modernization_target: 2026
+
+stack:
+ legacy: php-5.6
+ migration_path: laravel-11
+ database_upgrade: mysql-8
+```
+
+## Expert Resources
+
+- **Documentation**: https://faf.one
+- **MCP Registry**: Official Anthropic steward
+- **CLI Reference**: `faf --help`
+- **Community**: Discord server with 1000+ developers
+- **Enterprise**: Professional support available
+
+## When to Use faf-wizard Instead
+
+Use `faf-wizard` for:
+- โ
Quick project setup
+- โ
One-click generation
+- โ
Beginner-friendly workflow
+- โ
Automated stack detection
+
+Use `faf-expert` for:
+- ๐ฏ Fine-tuned configuration
+- ๐ฏ Championship scoring optimization
+- ๐ฏ Multi-platform sync management
+- ๐ฏ Enterprise deployment patterns
+- ๐ฏ Advanced MCP server setup
+
+---
+
+*Master the format that makes AI understand your projects. FAF Expert - for when you need championship-grade AI context architecture.*
\ No newline at end of file
diff --git a/plugins/antigravity-awesome-skills/skills/faf-wizard/SKILL.md b/plugins/antigravity-awesome-skills/skills/faf-wizard/SKILL.md
new file mode 100644
index 00000000..e7577d43
--- /dev/null
+++ b/plugins/antigravity-awesome-skills/skills/faf-wizard/SKILL.md
@@ -0,0 +1,252 @@
+---
+name: faf-wizard
+description: "Done-for-you .faf generator. One-click AI context for any project - new, legacy, or famous. Auto-detects stack, scores readiness, works everywhere."
+category: productivity
+risk: safe
+source: community
+source_repo: Wolfe-Jam/faf-skills
+source_type: community
+date_added: "2026-04-07"
+author: wolfejam
+tags: [faf, automation, project-setup, ai-context, productivity]
+tools: [claude, cursor, gemini, windsurf, any-ai]
+---
+
+# FAF Wizard - One-Click AI Intelligence
+
+**The pit crew for your projects.** Point it at any codebase and get scored, AI-ready context in 60 seconds.
+
+Transform any project - new, legacy, famous OSS, or forgotten side projects - into an AI-intelligent workspace with persistent context that works across all AI tools.
+
+## The Problem It Solves
+
+**Even React.js scores 0% AI-readiness.** Famous repositories have no AI context.
+
+| What Exists | What It Tells AI |
+|-------------|------------------|
+| README.md | "What this does" (for humans) |
+| docs/ | "How to use it" (for humans) |
+| **project.faf** | "How to help build this" (for AI) |
+
+Documentation tells humans how to use your code. AI context tells AI how to help you build it. **They're completely different things.**
+
+## Works on ANY Project
+
+| Project Type | What FAF Wizard Does |
+|-------------|----------------------|
+| **Brand new** | Perfect AI context from line one |
+| **Legacy nightmare** | AI finally understands the archaeology |
+| **Famous OSS** | Even React doesn't have this |
+| **Side projects** | Stop re-explaining every session |
+| **Client handoffs** | Portable context for any AI tool |
+| **Team projects** | Shared context that everyone can use |
+
+## Real Success Stories
+
+### Before/After: Legacy E-commerce Platform
+```
+Before: "This 50k-line PHP codebase from 2015..."
+AI: "I don't understand this architecture"
+
+After: 60 seconds with FAF Wizard
+AI: "I see this is a Laravel-based e-commerce system with
+payment processing, inventory management, and multi-tenant
+architecture. Here's how I can help..."
+```
+
+### Before/After: Modern React App
+```
+Before: Every AI session starts with context explanation
+Time lost: 5-10 minutes per session
+
+After: project.faf exists
+AI: Instant understanding, productive from message one
+Time saved: 2+ hours per day
+```
+
+## The 60-Second Workflow
+
+### Step 1: Detection (10 seconds)
+```bash
+faf auto
+# Scans manifest files, directory structure, dependencies
+# Detects: React + TypeScript + Tailwind + Vercel
+```
+
+### Step 2: Generation (30 seconds)
+```yaml
+# Auto-generated project.faf
+project:
+ name: my-saas-dashboard
+ goal: Customer analytics platform
+
+stack:
+ frontend: react-18
+ css: tailwind
+ deployment: vercel
+
+human_context:
+ who: Solo founder
+ what: SaaS analytics dashboard
+ why: Customer insights for small businesses
+```
+
+### Step 3: Scoring & Report (20 seconds)
+```
+โ
Generated: project.faf
+๐ AI-Readiness: 87% Bronze - Production ready
+
+Filled: 9/11 active slots
+Ignored: 22 slots (not applicable)
+
+To reach Silver (95%):
+ + Add API documentation (+5%)
+ + Define deployment details (+3%)
+```
+
+## Performance Data (Real Numbers)
+
+**Analyzed 8,400+ Projects:**
+- โ
**99.2% detection accuracy** across 153+ formats
+- โ
**Average generation time**: 12.3 seconds
+- โ
**Bronze tier or higher**: 94% of projects
+- โ
**Zero manual configuration**: Works out of the box
+
+### Format Support
+Automatically detects and configures:
+- **JavaScript**: React, Vue, Angular, Svelte, Next.js, Nuxt
+- **Python**: Django, Flask, FastAPI, Jupyter, Poetry
+- **TypeScript**: All JS frameworks + native TS projects
+- **Rust**: Cargo projects, CLI tools, web servers
+- **Go**: Modules, Docker, microservices
+- **Java**: Maven, Gradle, Spring Boot
+- **+147 more formats**
+
+## Universal Compatibility
+
+### Works With Every AI Tool
+- โ
**Claude Code** - Reads .faf natively
+- โ
**Cursor** - Auto-syncs to .cursorrules
+- โ
**Gemini CLI** - Converts to GEMINI.md
+- โ
**Windsurf** - Syncs to .windsurfrules
+- โ
**ChatGPT** - Readable YAML format
+- โ
**Any AI** - Universal format support
+
+### Migration Support
+Already have AI context files?
+```bash
+# Migrates existing context
+faf migrate --from .cursorrules
+faf migrate --from CLAUDE.md
+faf migrate --from README.md
+
+# One format, works everywhere
+faf sync --target all
+```
+
+## Installation Options
+
+### Option 1: CLI (Recommended)
+```bash
+npm install -g faf-cli
+cd your-project
+faf auto
+```
+
+### Option 2: MCP Server (Claude Code)
+```json
+{
+ "mcpServers": {
+ "faf": {
+ "command": "npx",
+ "args": ["-y", "claude-faf-mcp@latest"]
+ }
+ }
+}
+```
+
+### Option 3: Browser Extension
+Install from Chrome Web Store - works on any Git repository.
+
+## Three-Phase Intelligence
+
+### Phase 1: Stack Detection
+- Scans `package.json`, `Cargo.toml`, `pyproject.toml`, etc.
+- Analyzes directory structure and file patterns
+- Identifies frameworks, deployment targets, testing setup
+
+### Phase 2: Context Mining
+- Extracts project description from README
+- Identifies architecture patterns from code structure
+- Pulls dependency information for AI context
+
+### Phase 3: Optimization
+- Generates focused 33-slot IANA format
+- Validates against format specification
+- Scores AI-readiness with improvement suggestions
+
+## Success Metrics by Project Type
+
+| Project Type | Avg Score | Time to Bronze | Detection Rate |
+|-------------|-----------|----------------|----------------|
+| **React/Vue** | 89% | Instant | 99.8% |
+| **Python Django** | 91% | Instant | 99.5% |
+| **Rust CLI** | 85% | Instant | 99.1% |
+| **Legacy PHP** | 76% | 30 seconds | 94.2% |
+| **Monorepo** | 82% | 45 seconds | 91.8% |
+
+## When to Use faf-expert Instead
+
+Use `faf-wizard` for:
+- โ
Quick project onboarding
+- โ
Automatic everything
+- โ
"Just make it work"
+- โ
Time-constrained scenarios
+
+Use `faf-expert` for:
+- ๐ฏ Fine-tuned championship scoring (95%+)
+- ๐ฏ Complex MCP server configuration
+- ๐ฏ Multi-platform sync management
+- ๐ฏ Enterprise deployment patterns
+
+## Validation & Security
+
+**Enterprise-Grade Standards:**
+- โ
**800+ comprehensive tests** across CLI and MCP
+- โ
**No credentials ever stored** in .faf files
+- โ
**YAML format validation** prevents malformed files
+- โ
**IANA-registered format** (application/vnd.faf+yaml)
+- โ
**MIT licensed** - safe for commercial use
+
+## Getting Started
+
+### For Your Current Project
+```bash
+# One command, done forever
+npx faf-cli auto
+
+# Check the results
+cat project.faf
+```
+
+### For Any GitHub Repository
+Install the browser extension and click "Generate FAF" on any repo.
+
+### For Teams
+```bash
+# Set up team-wide MCP server
+faf mcp install --team
+faf sync --target all --watch
+```
+
+## Community & Support
+
+- **Website**: https://faf.one
+- **Chrome Extension**: 4.8โ
rating, Google approved
+- **Downloads**: 52k+ across ecosystem
+- **Discord**: Active community of 1000+ developers
+- **Documentation**: Comprehensive guides and examples
+
+---
+
+*Stop explaining your project every session. FAF Wizard - because AI should understand your project as well as you do.*
\ No newline at end of file
diff --git a/skills_index.json b/skills_index.json
index 055275a9..4352f4f5 100644
--- a/skills_index.json
+++ b/skills_index.json
@@ -11755,6 +11755,50 @@
"reasons": []
}
},
+ {
+ "id": "faf-expert",
+ "path": "skills/faf-expert",
+ "category": "coding",
+ "name": "faf-expert",
+ "description": "Advanced .faf (Foundational AI-context Format) specialist. IANA-registered format, MCP server config, championship scoring, bi-directional sync.",
+ "risk": "safe",
+ "source": "community",
+ "date_added": "2026-04-07",
+ "plugin": {
+ "targets": {
+ "codex": "supported",
+ "claude": "supported"
+ },
+ "setup": {
+ "type": "none",
+ "summary": "",
+ "docs": null
+ },
+ "reasons": []
+ }
+ },
+ {
+ "id": "faf-wizard",
+ "path": "skills/faf-wizard",
+ "category": "productivity",
+ "name": "faf-wizard",
+ "description": "Done-for-you .faf generator. One-click AI context for any project - new, legacy, or famous. Auto-detects stack, scores readiness, works everywhere.",
+ "risk": "safe",
+ "source": "community",
+ "date_added": "2026-04-07",
+ "plugin": {
+ "targets": {
+ "codex": "supported",
+ "claude": "supported"
+ },
+ "setup": {
+ "type": "none",
+ "summary": "",
+ "docs": null
+ },
+ "reasons": []
+ }
+ },
{
"id": "fal-audio",
"path": "skills/fal-audio",