skills.md for codex, code, antigravity (model by gemini)
Обзор
A curated collection for spec-first, multi-agent LLM workflows. Delegate a complete setup with one prompt, or install the jeo-skill router first and add only the web, infrastructure, game, media, CLI, or utility skills you need. Each skill remains discoverable as .agent-skills/ /SKILL.md. Category, subcategory, interface, bundle, and relationship metadata lives once in .agent-skills/skills.json, so skills can be grouped without duplicating wrapper folders or moving runtime-facing paths. jeo-skills acts as a legendary equipment set for the @../jeo-code Socratic spec-first AI coding agent, (jeo). Each core skill equips Jeo with a powerful tool to conquer complex codebases safely and efficiently: These animated items were generated using god-tibo-imagen (Codex ChatGPT backend) and compiled using PIL. Hand the setup prompt to your coding agent (Claude Code, Codex, Gemini CLI, …).
README
Agent Skills
💡 What is Agent Skills?
Each skill remains discoverable as .agent-skills//SKILL.md. Category, subcategory,
interface, bundle, and relationship metadata lives once in .agent-skills/skills.json, so
skills can be grouped without duplicating wrapper folders or moving runtime-facing paths.
🎮 Jeo Agent & The Legendary Equipment Set
jeo-skills acts as a legendary equipment set for the @../jeo-code Socratic spec-first AI coding agent, Jeo (jeo). Each core skill equips Jeo with a powerful tool to conquer complex codebases safely and efficiently:
| Equipment | Item | Core Skill / Hook | Role for Jeo |
|---|---|---|---|
| Robe of Clarity | Robe | ooo / jeo deep-interview |
Socratic Ambiguity Gate: Wraps Jeo in wisdom, ensuring requirements are fully crystallized before coding. |
| Armor of Lock | Armor | ooo / MutationGuard |
Secure Codebase Mutation Guard: Blocks codebase modifications while the Socratic interview is active. |
| Boots of Swiftness | Shoes | cli-anything / jeo team |
Bounded Executor: Drives real software through agent-native CLI harnesses swiftly and safely. |
| Staff of Planning | Staff | spec-kit / jeo ralplan |
Critiqued Planning Blueprint: Channels architectural direction and planning power from frozen seeds. |
| Carpet of Verification | Carpet | ooo / jeo ultragoal |
Durable Checkpoint Verification: Flies over the codebase to verify success via --json output checks. |
These animated items were generated using god-tibo-imagen (Codex ChatGPT backend) and compiled using PIL.
🏗 Workflow & Architecture
📦 Installation
✨ Recommended: LLM-driven install (one prompt, all platforms)
Hand the setup prompt to your coding agent (Claude Code, Codex, Gemini CLI, …). It reads the guide, detects your OS, installs the skills CLI, adds every skill into the correct per-agent paths, and registers the MCP/shell tools — no manual steps.
# Fetch the delegation guide and hand it to your agent
curl -s https://raw.githubusercontent.com/akillness/jeo-skills/main/setup-all-skills-prompt.md
Or just paste the URL into the agent chat:
Read https://raw.githubusercontent.com/akillness/jeo-skills/main/setup-all-skills-prompt.md in full and follow it to install the jeo-skills.
The agent runs a full install by default (say “core only” or “minimal” to narrow it) and will:
- detect macOS / Linux / Windows and select
brew/snap/winget+ the right install paths, - install the
skillsCLI and add skills with correct-aagent targeting (no duplicate platform exposure), - register MCP tools (
ooo,semble), shell tooling (rtk), and theoh-my-claudecodeplugin, - preserve any pre-existing skills — it only adds or updates, never deletes.
[!NOTE] Included in the catalog:
scrapingant-web-fetchgives agents a hosted MCP fetch tool that handles Cloudflare/bot-checks and JS-only pages and returns LLM-ready Markdown, with no local browser. It needs your own API key, so the setup guide only configures it on explicit request. Details:.agent-skills/scrapingant-web-fetch/SKILL.md.
Lightweight selective install (manual / CI)
Install the jeo-skill router first, not all 351 skill folders. It provides category,
subcategory, interface, bundle, and relationship discovery while keeping heavy apps,
models, MCP servers, and runtimes on demand.
# One lightweight skill, shared globally
npx --yes skills add https://github.com/akillness/jeo-skills \
--skill jeo-skill --global --agent universal --yes --copy --full-depth
python3 "$HOME/.agents/skills/jeo-skill/scripts/jeo-skill.py" link
jeo-skill doctor
Browse and preview the narrowest useful selection:
jeo-skill categories
jeo-skill list --category web --subcategory frontend
jeo-skill list --category game --subcategory motion-vfx
jeo-skill related code-review
jeo-skill install --bundle web-frontend --dry-run
Install only the reviewed names or bundle:
jeo-skill install responsive-design react-best-practices --global --yes
jeo-skill install --bundle game-web --global --yes
The one-line installer uses the same lightweight default:
curl -fsSL https://raw.githubusercontent.com/akillness/jeo-skills/main/install.sh | bash
Set JEO_SKILLS_SELECTION=bundle, category, or all only when that wider shell-installer
scope is intentional. See setup-all-skills-prompt.md for the
LLM-driven full default and the narrower “core only” and “minimal” modes.
On-demand video motion previs
video-motion-previs remains a CLI-first motion workflow. Its desktop app and generated
model/runtime assets are installed only when a real motion task needs them.
jeo-skill install video-motion-previs --global --yes
video-motion-previs check
📚 Skills List
Central manifest:
.agent-skills/skills.json· 351 skills · 10 primary categories · subcategory/interface/relationship metadata
🌐 Web (50)
Subcategories: frontend (7), backend (3), design (12), api (2), auth (1), data (4), testing (4), accessibility (1), performance (1), graphics (10), capture (5)
| Skill |
|---|
ax |
react-best-practices |
react-bits |
state-management |
amrouter |
colibri |
pydantic-ai |
astryx |
build-daily-inspiration-sites |
daily-ui-inspiration-capture |
design-first-ui-prompting |
design-system |
devup-ui |
html-to-interaction-prompts |
lazyweb |
responsive-design |
stitch-skills |
web-design |
api-design |
api-documentation |
authentication-setup |
database-schema-design |
payloadcms |
supabase-agent-skills |
typesense |
backend-testing |
browser-harness |
playwriter |
web-accessibility |
optimize-web-animations |
threejs-animation |
threejs-fundamentals |
threejs-geometry |
threejs-interaction |
threejs-lighting |
threejs-loaders |
threejs-materials |
threejs-postprocessing |
threejs-shaders |
threejs-textures |
agentation |
react-grab |
slides-grab |
stitched-full-page-capture |
chatbot-template |
airship |
moli |
design-taste-frontend |
higgsfield-websites |
stagehand |
🏗 Infrastructure (13)
Subcategories: deployment (2), environment (2), observability (3), security (2), cloud-data (3), automation (0), tooling (1)
| Skill |
|---|
deployment-automation |
vercel-deploy |
environment-setup |
system-environment-setup |
log-analysis |
monitoring-observability |
openocta |
security-best-practices |
strix |
firebase-cli |
unity-cli |
genkit |
looker-studio-bigquery |
🎮 Game (28)
Subcategories: client (3), web (2), server (1), design-ui (7), audio (1), animation (2), motion-vfx (2), sprite-image (1), art-resources (0), storytelling (0), tooling (3), qa-performance (4), release (2)
| Skill |
|---|
implement-fog-of-war |
unity-gamedev-skill-pack |
agentic-gamedev-skills |
web-game-development |
bmad-gds |
open-design-game-ui-concept |
open-design-game-ui-handoff |
open-design-game-ui-takeover |
rfxgen |
animato |
unirig |
dalamud-vfx-editor |
game-vfx |
perfectpixel |
game-studio-harness |
underworld-overseer-save-mapper |
godogen |
game-build-log-triage |
game-demo-feedback-triage |
game-performance-profiler |
wai-play |
game-ci-cd-pipeline |
steam-store-launch-ops |
unity-technologies-skills |
multiplayer-game-architecture |
game-design-theory |
game-feel |
game-ui-ux |
🎬 Creative Media (32)
Subcategories: image (10), video (13), motion (1), audio (1), presentation (1), diagram (1), design (3), capture (0), storytelling (2)
| Skill |
|---|
aura-asset-images |
generate-reference-inspired-brand-worlds |
god-tibo-imagen |
paperbanana |
unsplash-asset-images |
browser-video-recording |
gbro-collage-broll |
opencut |
video-production |
video-shotcraft |
video-to-superprompt |
vox-director |
video-motion-previs |
elevenlabs-tts |
presentation-builder |
drawio |
open-design |
blender-mcp |
webtoon-harness |
palmier-pro |
openstory |
drama-skills |
openmontage |
open-generative-ai |
higgsfield-generate |
higgsfield-marketplace-cards |
higgsfield-product-photoshoot |
higgsfield-soul-id |
higgsfield-youtube-thumbnail |
higgsfield-video-explainer |
higgsfield-brandkit |
shopping-shorts |
⌨️ CLI Tools (34)
Subcategories: developer-cli (9), ai-cli (11), media-cli (1), automation-cli (6), search-cli (6), benchmark-cli (1)
| Skill |
|---|
soup |
caveman |
ccpi-marketplace |
cli-anything |
ghgrab |
jeo-skill |
pretext |
aider-cli-workflow |
claudekit |
fabric |
ooo |
open-code-review |
ponytail |
zeude |
compresso |
codeflow |
graphify |
headroom |
npm-git-install |
okf |
rtk |
tokhub |
scrapling |
agent-reach |
scrapingant-web-fetch |
semble |
zvec-grep |
x-twitter-scraper |
hyperfine-benchmarking |
codeburn |
mole |
mcp-server-sv-number |
zeroshot |
k-skill-setup |
🤖 AI & Agents (61)
Subcategories: orchestration (11), agent-frameworks (17), skill-authoring (5), evaluation (7), memory (2), planning-review (13), discovery (3), prompting (3)
| Skill |
|---|
bmad |
deep-dive |
deepinit |
spec-kit |
ecc |
microsoft-agent-framework |
openai-agents-python |
goalflow |
openexecutive |
article-prompts-to-skills |
skill-standardization |
upskill |
write-a-skill |
langsmith |
opik |
skill-autoresearch |
kadath |
mex |
bmad-idea |
grill-me |
grill-with-docs |
plannotator |
survey |
to-tickets |
to-spec |
triage |
openspace |
agentic-skills |
agenticskills |
prompts-chat |
find-skills |
mcp-builder |
ask-matt |
grilling |
setup-matt-pocock-skills |
to-questionnaire |
wayfinder |
writing-for-agents |
agent-guardrails |
agent-system-design |
agent-tool-routing |
reflexion-pattern |
agent-manager |
langchain-fundamentals |
langchain-middleware |
langchain-rag |
langchain-dependencies |
langgraph-fundamentals |
langgraph-persistence |
langgraph-human-in-the-loop |
deep-agents-core |
deep-agents-memory |
deep-agents-orchestration |
langchain-bmad |
a2a-protocol |
agent-benchmarking |
agent-observability |
multi-agent-eval-harness |
agent-memory-architecture |
agent-workflow |
agent-principles |
🧰 Engineering (24)
Subcategories: code-quality (11), testing (4), architecture (6), documentation (2), code-navigation (1)
| Skill |
|---|
audit-reference-originality |
audit-verify-explain-grade-5 |
code-refactoring |
code-review |
debugging |
diagnosing-bugs |
github-repo-candidate-quality-gate |
migrate-to-shoehorn |
performance-optimization |
performance-profiling |
harness |
scaffold-exercises |
tdd |
testing-strategies |
improve-codebase-architecture |
zoom-out |
nightrun |
changelog-maintenance |
technical-writing |
codebase-search |
codebase-design |
domain-modeling |
implement |
prototype |
🔭 Research & Analysis (12)
Subcategories: academic (3), web-research (3), data-analysis (2), experimentation (1), benchmarking (1), intelligence (2)
| Skill |
|---|
academic-research |
research-paper-writing |
scientific-agent-skills |
deep-research |
heretic |
data-analysis |
pattern-detection |
autoresearch |
scientific-llm-benchmarks |
agent-pulse |
research |
korean-patent-search |
📣 Business (70)
Subcategories: marketing (4), support (2), publishing (1), pm-toolkit (5), pm-discovery (13), pm-strategy (12), pm-execution (12), pm-market-research (7), pm-analytics (3), pm-go-to-market (6), pm-growth (5)
| Skill |
|---|
marketing-automation |
write-like-meng-on-x |
x-bookmark-quote-posts |
customer-email-draft-threads |
customer-support-verification |
yuwen-publish-precheck |
youtube-growth-playbook-2026 |
pm-skills |
draft-nda |
grammar-check |
privacy-policy |
review-resume |
analyze-feature-requests |
brainstorm-experiments-existing |
brainstorm-experiments-new |
brainstorm-ideas-existing |
brainstorm-ideas-new |
identify-assumptions-existing |
identify-assumptions-new |
interview-script |
metrics-dashboard |
opportunity-solution-tree |
prioritize-assumptions |
prioritize-features |
summarize-interview |
ansoff-matrix |
business-model |
lean-canvas |
monetization-strategy |
pestle-analysis |
porters-five-forces |
pricing-strategy |
product-strategy |
product-vision |
startup-canvas |
swot-analysis |
value-proposition |
brainstorm-okrs |
create-prd |
dummy-dataset |
job-stories |
outcome-roadmap |
pre-mortem |
prioritization-frameworks |
stakeholder-map |
summarize-meeting |
test-scenarios |
user-stories |
wwas |
competitor-analysis |
customer-journey-map |
market-segments |
market-sizing |
sentiment-analysis |
user-personas |
user-segmentation |
ab-test-analysis |
cohort-analysis |
sql-queries |
beachhead-segment |
competitive-battlecard |
growth-loops |
gtm-motions |
gtm-strategy |
ideal-customer-profile |
marketing-ideas |
north-star-metric |
positioning-ideas |
product-name |
value-prop-statements |
🔧 Utilities (27)
Subcategories: knowledge (7), files (5), git (4), workspace (1), project-management (4), productivity (3), general (3)
| Skill |
|---|
lapian-notes |
llm-wiki |
notebooklm |
obsidian-mind |
obsidian-second-brain |
opencontext |
file-organization |
git-guardrails-claude-code |
git-submodule |
git-workflow |
game-sounds |
sprint-retrospective |
standup-meeting |
task-estimation |
task-planning |
google-workspace |
watermarks-remover |
solo-skills |
eli5 |
handoff |
resolving-merge-conflicts |
teach |
wait-what |
wizard |
hwp |
rhwp-advanced |
rhwp-edit |
🧬 TOON Format Injection
TOON (Token-Oriented Object Notation) compresses the skill catalog and auto-injects it into every prompt. 40-50% token savings vs JSON/Markdown.
| Platform | File | Mechanism |
|---|---|---|
| Claude Code | ~/.claude/hooks/toon-inject.mjs |
UserPromptSubmit hook — 26-37ms |
Antigravity CLI (agy) |
~/.gemini/antigravity-cli/hooks/toon-skill-inject.sh |
lifecycle hook (agy inspect to verify) |
| Codex CLI | ~/.codex/skills-toon-catalog.toon |
Static catalog |
- Tier 1 (always): Skill catalog index (~875-3,500 tokens) — names + descriptions + tags
- Tier 2 (on-demand): Individual SKILL.toon content (~292 tokens/skill, max 3)
🔮 Featured Tools
ooo — Spec-First Control Loop
Keyword:
ooo·ouroboros·ooo interview| Platforms: Claude · Codex · Gemini · OpenCode
Spec-first development front door: clarify ambiguous requests with a git-grounded interview, freeze the contract, render the execution plan through spec-kit, execute through cli-anything harnesses, and verify before claiming done. MCP server install: claude mcp add ooo -s user -- ouroboros mcp.
| Phase | Owner | Description |
|---|---|---|
| Clarify / Spec | ooo interview |
Interview grounded in live git data (.ouroboros/interview-context.md: commits · churn · contributors, regenerated every interview); freeze acceptance criteria before execution |
| Plan | spec-kit (/speckit.plan → /speckit.tasks) |
Render the reviewable execution plan from the frozen seed (one-way seed → plan; installed by default via OOO_SPEC_KIT=1) |
| Plan / Review | plannotator + bmad |
Shape and approve the plan without reopening settled work |
| Execute | cli-anything (cli-hub search → install → launch) |
Drive real software through agent-native CLI harnesses; --json output is the evaluate-stage evidence (installed by default via OOO_CLI_ANYTHING=1) |
| Verify / QA | browser-harness |
Record CDP browser / QA evidence before claiming completion |
| Verify UI | agentation |
Wait for explicit submit, then process UI feedback |
| Durable knowledge | llm-wiki + graphify |
File significant findings into the wiki and graph |
plannotator — Visual Plan Review
Browser UI for annotating AI plans. Approve or send structured feedback in one click. Works with Claude Code, OpenCode, Gemini CLI, and Codex CLI.
bash scripts/install.sh --all
ooo — Ouroboros Specification-First Development
Socratic interview grounded in updated git data → immutable seed/spec → spec-kit renders the execution plan from the seed → execute through cli-anything harnesses (--json output = evaluate evidence) → verify before done → keep looping until completion is actually verified. Installable as a Claude Code plugin or via pip; the skill installer wires all three integrations by default.
# Plugin install (Claude Code)
claude plugin marketplace add Q00/ouroboros
# pip
pip install ouroboros-ai[all]
# Skill install (any platform)
npx skills add https://github.com/akillness/jeo-skills --skill ooo
# One-shot installer: skill + ouroboros-ai + git interview + spec-kit + cli-anything
bash .agent-skills/ooo/scripts/install.sh
# knobs: OOO_GIT_INTERVIEW=0 · OOO_SPEC_KIT=0 · OOO_CLI_ANYTHING=0 · SPEC_KIT_REF=
# Usage
bash .agent-skills/ooo/scripts/git-interview-context.sh # refresh live git context
ouroboros init start "I want to build a task management CLI"
# after seed freeze: /speckit.plan → /speckit.tasks (from the seed)
cli-hub search && cli-hub install # arm execute harnesses
ouroboros run workflow seed.yaml
ouroboros run resume
ouroboros tui monitor
god-tibo-imagen — AI Image Generation via Codex Backend
Keyword:
god-tibo-imagen,gti,image generation,codex image| Docs | GitHub
Zero-dependency image generation using Codex’s ChatGPT backend. Reuses existing ~/.codex/auth.json — no separate API key needed. Supports CLI (gti), Node.js library, and Python SDK with optional reference image inputs.
# Plugin install (Claude Code)
claude plugin marketplace add NomaDamas/god-tibo-imagen
# npm install (CLI)
npm install -g god-tibo-imagen
# Python SDK
pip install god-tibo-imagen
# Install from jeo-skills
npx skills add https://github.com/akillness/jeo-skills --skill god-tibo-imagen
# Usage
--output ./icon.png
gti --prompt "make it round" --input ./ref.png --output ./out.png
notebooklm — Google NotebookLM Integration for Claude Code
Keyword:
notebooklm,notebook query,google notebooklm| Docs | GitHub
Query your Google NotebookLM notebooks directly from Claude Code via Patchright browser automation. Get source-grounded, citation-backed answers from your uploaded documents without leaving the terminal. Supports persistent Google authentication, notebook library management, and multi-notebook research workflows. Local Claude Code only (web UI not supported).
# Plugin install (Claude Code)
claude plugin marketplace add PleasePrompto/notebooklm-skill
# Manual clone
git clone https://github.com/PleasePrompto/notebooklm-skill.git ~/.claude/skills/notebooklm
# Install from jeo-skills
npx skills add https://github.com/akillness/jeo-skills --skill notebooklm
# First-time setup (opens Chrome for Google login)
python scripts/run.py auth_manager.py setup
# Add a notebook and ask a question
python scripts/run.py notebook_manager.py add --url "https://notebooklm.google.com/notebook/ID" --name "my-research"
python scripts/run.py ask_question.py --question "What are the key findings?"
pretext — Fast Multiline Text Measurement & Layout
Keyword:
pretext,text measurement,text layout,paragraph height| Docs | GitHub
Pure JavaScript/TypeScript text measurement and layout without DOM reflow. Calculate paragraph heights, build manual line layouts, handle emoji/CJK/RTL, and render to DOM, Canvas, or SVG — all via pure arithmetic on cached font metrics.
# Plugin install (Claude Code)
claude plugin marketplace add chenglou/pretext
# npm install
npm install @chenglou/pretext
# Install from jeo-skills
npx skills add https://github.com/akillness/jeo-skills --skill pretext
zeude — Enterprise AI Adoption Platform for Claude Code
Keyword:
zeude,ai adoption,claude code adoption,enterprise claude| Docs | GitHub
Enterprise platform that solves the Intention-Action Gap in Claude Code adoption. Delivers 3× adoption improvement via OpenTelemetry measurement, centralized skill/MCP/hook sync (Zeude Shim), and context-aware skill suggestions at prompt time. Requires Supabase + ClickHouse.
# Plugin install (Claude Code)
claude plugin marketplace add zep-us/zeude
# Self-hosted setup
git clone https://github.com/zep-us/zeude.git
cd zeude && cp .env.example .env
# Configure Supabase and ClickHouse credentials
# Install from jeo-skills
npx skills add https://github.com/akillness/jeo-skills --skill zeude
# Per-developer Shim install (using agent key from dashboard)
curl -fsSL https://raw.githubusercontent.com/zep-us/zeude/main/install.sh | bash -s -- --key
compresso — Offline Batch Video & Image Compression
Keyword:
compresso,compress video,compress image,batch compression| Docs | GitHub
Free, open-source, fully offline desktop compression (Tauri + React). Batch compress videos and images, trim/split, convert formats, embed subtitles, and manage metadata — powered by FFmpeg, pngquant, jpegoptim, and gifski.
# Plugin install (Claude Code)
claude plugin marketplace add codeforreal1/compressO
# macOS Homebrew
brew install --cask codeforreal1/tap/compresso
# Install from jeo-skills
npx skills add https://github.com/akillness/jeo-skills --skill compresso
stitch-skills — Agent Skills for Stitch MCP
Keyword:
stitch,stitch-design,stitch-loop,enhance-prompt| Docs | GitHub
AI-powered UI design generation, prompt refinement, and screen-to-code workflows via the Stitch MCP server. Generate high-fidelity screens, multi-page websites, DESIGN.md docs, React/shadcn-ui components, and Remotion walkthrough videos.
# Plugin install (Claude Code)
claude plugin marketplace add google-labs-code/stitch-skills
# Skill install (any platform)
npx skills add google-labs-code/stitch-skills --skill stitch-design --global
npx skills add google-labs-code/stitch-skills --skill enhance-prompt --global
# Install from jeo-skills
npx skills add https://github.com/akillness/jeo-skills --skill stitch-skills
open-design — Local-First Design Artifact Generation
Keyword:
open-design,local design tool,prototype generation| GitHub
Open-source alternative to Anthropic’s Claude Design. Generates web, mobile, and desktop prototypes, presentation decks, and media artifacts using locally-installed coding agents (Claude Code, Cursor, Gemini CLI, GitHub Copilot, etc.). Includes 72 built-in design systems, 5 visual directions, 93 media prompt templates, and multi-format export.
# Plugin install (Claude Code)
claude plugin marketplace add nexu-io/open-design
# Clone and run locally
git clone https://github.com/nexu-io/open-design.git
cd open-design && corepack enable && pnpm install
pnpm tools-dev run web
# Install from jeo-skills
npx skills add https://github.com/akillness/jeo-skills --skill open-design
flutter-bloc-clean-architecture-skill — Flutter BLoC + Clean Architecture
Keyword:
flutter bloc,clean architecture,flutter-bloc-development| Docs | GitHub
Agentic Flutter skill package that enforces strict clean-layer boundaries and BLoC state management patterns. Useful for teams who want architecture-constrained AI codegen and reusable examples.
# Direct source install
npx skills add https://github.com/abdelhakrazi/flutter-bloc-clean-architecture-skill --skill flutter-bloc-development
# Install from jeo-skills
npx skills add https://github.com/akillness/jeo-skills --skill flutter-bloc-clean-architecture-skill
semble — Token-Efficient Code Search for Agents
Keyword:
semble,code search,semble search,semantic code search| GitHub
Fast, accurate code search that returns only the relevant code snippets agents need — using ~98% fewer tokens than grep+read. Indexes any local or remote repo in ~250ms entirely on CPU (no GPU or API key). Supports natural-language and symbol queries, semantic similar-code discovery, and MCP integration for Claude Code, Codex, Cursor, and OpenCode.
# MCP install (Claude Code)
claude mcp add semble -s user -- uvx --from "semble[mcp]" semble
# CLI install
pip install semble # pip
uv tool install semble # uv
# Install from jeo-skills
npx skills add https://github.com/akillness/jeo-skills --skill semble
🌐 Recommended Harness OSS
| Repository | Stars | Description |
|---|---|---|
| AutoGPT | 182k | Accessible AI platform for continuous agents |
| AutoGen | 55.4k | Microsoft multi-agent conversation framework |
| CrewAI | 45.7k | Role-playing autonomous AI agent orchestration |
| smolagents | 25.9k | HuggingFace code-thinking agent library |
| agency-agents | 21.2k | 61 specialized AI agents across 9 divisions |
| revfactory/harness | meta-skill | Agent team & skill architect plugin / scaffold |
| revfactory/webtoon-harness | harness | 27-agent webtoon production team (trend → vertical-scroll viewer) plugin |
Install & integration notes → docs/harness/README.md · packaged skill → .agent-skills/harness/SKILL.md
📁 Structure
.
├── .agent-skills/ ← 351 skill folders (SKILL.md + optional support files)
├── docs/ ← detailed guides (bmad, plannotator, ooo, ...)
├── install.sh
├── setup-all-skills-prompt.md
├── README.md ← English (this file)
└── README.ko.md ← 한국어
📖 Related Docs
| Tool | Keyword | Doc |
|---|---|---|
ooo |
ooo, ouroboros, ooo interview |
.agent-skills/ooo/SKILL.md |
plannotator |
plan |
docs/plannotator/README.md |
flutter-bloc-clean-architecture-skill |
flutter bloc, clean architecture |
docs/flutter-bloc-clean-architecture-skill/README.md |
ooo |
ooo, ouroboros |
docs/ooo/README.md |
stitch-skills |
stitch, stitch-design, enhance-prompt |
docs/stitch-skills/README.md |
compresso |
compresso, compress video, batch compression |
docs/compresso/README.md |
open-design |
open-design, local design tool, prototype generation |
.agent-skills/open-design/SKILL.md |
codeflow |
codeflow, visualize codebase, dependency graph |
.agent-skills/codeflow/SKILL.md |
slides-grab |
slides-grab, slides grab, generate slides |
.agent-skills/slides-grab/SKILL.md |
browser-harness |
browser-harness, self-healing browser, llm browser automation |
.agent-skills/browser-harness/SKILL.md |
pretext |
pretext, text measurement, text layout |
docs/pretext/README.md |
god-tibo-imagen |
god-tibo-imagen, gti, image generation |
docs/god-tibo-imagen/README.md |
notebooklm |
notebooklm, notebook query, google notebooklm |
docs/notebooklm/README.md |
zeude |
zeude, ai adoption, enterprise claude |
docs/zeude/README.md |
harness |
harness |
.agent-skills/harness/SKILL.md |
webtoon-harness |
webtoon harness, make a webtoon |
.agent-skills/webtoon-harness/SKILL.md |
game-studio-harness |
game production harness, 게임 제작 하네스, stage gate |
.agent-skills/game-studio-harness/SKILL.md |
heretic |
heretic, abliterate, decensor a model |
.agent-skills/heretic/SKILL.md |
bmad |
bmad |
docs/bmad/README.md |
| Harness OSS | — | docs/harness/README.md |
scrapingant-web-fetch |
scrapingant, mcp web scraping, fetch blocked page |
.agent-skills/scrapingant-web-fetch/SKILL.md |
📎 References
| Component | Source | License |
|---|---|---|
ooo |
Q00/ouroboros v0.29.0 | MIT |
stitch-skills |
google-labs-code/stitch-skills | Apache-2.0 |
compresso |
codeforreal1/compressO | AGPL-3.0 |
open-design |
nexu-io/open-design | MIT |
pretext |
chenglou/pretext | MIT |
god-tibo-imagen |
NomaDamas/god-tibo-imagen | MIT |
notebooklm |
PleasePrompto/notebooklm-skill | MIT |
zeude |
zep-us/zeude | Apache-2.0 |
flutter-bloc-clean-architecture-skill |
AbdelhakRazi/flutter-bloc-clean-architecture-skill | Apache-2.0 |
plannotator |
plannotator.ai | MIT |
bmad |
bmad-dev/BMAD-METHOD | MIT |
agentation |
benjitaylor/agentation | MIT |
fabric |
danielmiessler/fabric | MIT |
harness |
revfactory/harness | Apache-2.0 |
webtoon-harness |
revfactory/webtoon-harness | MIT |
heretic |
p-e-w/heretic | AGPL-3.0-or-later |
| llm-wiki | karpathy/llm-wiki gist | — |
| obsidian-second-brain | eugeniughelbur/obsidian-second-brain (fork: akillness/obsidian-second-brain) | MIT |
| graphify | safishamsi/graphify | MIT |
| browser-harness | browser-use/browser-harness | MIT |
| stagehand | browserbase/stagehand | MIT |
| scrapling | D4Vinci/Scrapling | BSD-3-Clause |
| agent-reach | Panniantong/Agent-Reach | MIT |
| semble | MinishLab/semble | MIT |
| strix | usestrix/strix | Apache-2.0 |
| autoresearch | Andrej Karpathy methodology | — |
| nightrun | hardrave/NIGHTRUN | MIT |
| soup | MakazhanAlpamys/Soup | Apache-2.0 |
| wai-play | waiterve/wai-play | — |
| goalflow | wanmol/goal-flow | MIT |
| research-paper-writing | Master-cai/Research-Paper-Writing-Skills | — |
| academic-research | Imbad0202/academic-research-skills | CC-BY-NC-4.0 |
| scientific-agent-skills | K-Dense-AI/scientific-agent-skills | MIT wrapper; upstream terms vary by skill |
| eli5 | DreambigOu/ELI5 | MIT |
| openocta | openocta/openocta | Apache-2.0 wrapper |
| open-code-review | alibaba/open-code-review | Apache-2.0 |
| pm-skills + 62 pm-* skills | phuryn/pm-skills @ 8607e3b | MIT |
| langchain-*, langgraph-*, deep-agents-* (10) | langchain-ai/langchain-skills @ 88df7d9 | MIT |
| higgsfield-* (8) | higgsfield-ai/skills 0.12.0 @ d071406 | MIT |
| hwp, rhwp-edit, rhwp-advanced, korean-patent-search, k-skill-setup | NomaDamas/k-skill @ 783d3c3 | MIT (proxy dirs AGPL-3.0, not vendored) |
| a2a-protocol, agent-*, multi-agent-eval-harness, reflexion-pattern, langchain-bmad (+4 merged into canonical skills, see retired_skills) | akillness/oh-my-gods @ 1b2779a | MIT |
| Agent Skills Spec | agentskills.io | — |
🆕 What’s New in v2026-09-22
| Change | Details |
|---|---|
| Stagehand browser-agent skill | Added stagehand for the pinned browserbase/stagehand v4 SDK and browse CLI: local, Browserbase, and CDP browser selection; act / observe / extract; typed WebMCP; Search/Fetch; Playwright route-outs; a read-only preflight; evals; and pinned upstream evidence. |
| On-demand runtime boundary | Updated the setup guide to keep SDK, CLI, Chromium, Browserbase MCP, credentials, and paid cloud services out of blanket installation. agent-browser was not present in the current tree or manifest, so no deletion was required. |
🆕 What’s New in v2026-09-19
| Change | Details |
|---|---|
| Nine duplicate skills merged (359 → 350) | A full-catalog duplicate audit (explicit alias markers, TF-IDF over descriptions and bodies, trigger overlap, and a manual same-job pass) found nine pairs doing the same job. Each was merged, never just deleted: the canonical skill absorbed the duplicate’s unique content and trigger phrases, the folder was removed, and the old name went into skills.json retired_skills so jeo-skill install answers with the replacement. Pure aliases: agent-development-principles → agent-principles, remotion-video-production → video-production (which also got its three long-missing references/ files restored from 108fbaa^ plus remotion-route-outs.md), higgsfield-game-generation → higgsfield-websites (drift auditor now at references/game-alias/). oh-my-gods wrappers folded into the official skills: deepagents → deep-agents-core (references/quickstart-and-backends.md), langgraph-workflow → langgraph-fundamentals (references/production-patterns.md), mcp-server-design → mcp-builder (references/server-card-and-registry.md). pm-skills templates folded into the routing-first canonicals: retro → sprint-retrospective (Sailboat prompt family, compact sprint summary), release-notes → changelog-maintenance (technical → user-facing rewrite table), sprint-plan → task-planning (references/sprint-planning-recipe.md). Every route-out in other skills that named a merged skill was repointed. |
| Three routing groups instead of merges | Skills that overlap but are not the same job are now declared rather than duplicated: llm-observability (agent-observability platform-neutral layer → langsmith / opik operators → monitoring-observability), bug-diagnosis (log-analysis → debugging → diagnosing-bugs, and debugging now routes hard/flaky HITL hunts to diagnosing-bugs), product-analytics (data-analysis → ab-test-analysis / cohort-analysis → looker-studio-bigquery). Upstream sibling splits inside vendored families (pm-skills, mattpocock, langchain-skills) and provider choices (aura-asset-images / unsplash-asset-images) were deliberately left alone. |
🆕 What’s New in v2026-09-18
| Change | Details |
|---|---|
| Catalog now 359 skills (+108) | Synced the catalog with the globally installed skill set. Five upstream families are vendored at pinned commits: 65 product-management skills plus the pm-skills router from phuryn/pm-skills (8607e3b, MIT — new business subcategories pm-toolkit, pm-discovery, pm-strategy, pm-execution, pm-market-research, pm-analytics, pm-go-to-market, pm-growth); ten LangChain / LangGraph / Deep Agents skills from langchain-ai/langchain-skills (88df7d9, MIT); the eight higgsfield-* CLI skills from higgsfield-ai/skills (0.12.0, d071406, MIT), which finally gives higgsfield-game-generation an in-catalog target; hwp, rhwp-edit, rhwp-advanced, korean-patent-search, and k-skill-setup from NomaDamas/k-skill (783d3c3, MIT); and 17 agent-engineering skills from akillness/oh-my-gods (1b2779a) so jeo-skill install can place them standalone while agenticskills stays the whole-bundle installer. youtube-growth-playbook-2026 is a locally authored addition. The global-only shopping-shorts evidence-first vertical-commerce video harness was also promoted into the catalog after its 79-case media regression suite passed; it joins the media-video bundle and the video-production relationship group. Five relationship groups (pm-skills, langchain-skills, higgsfield-cli, k-skill, oh-my-gods-agent-engineering) and two bundles (product-management, langchain) were added. |
| Knowledge-pipeline hooks are back in the install guide | The lightweight rewrite of setup-all-skills-prompt.md had dropped the llm-wiki + graphify hook wiring even though the llm-wiki skill still claimed it was there. Step 5 now bootstraps the per-repo vault, installs hooks/ingest-prompt.py at ~/.agents/hooks/, and registers the vault-path-free llm-wiki-ingest.sh wrapper for Claude Code (UserPromptSubmit/Stop), Codex (UserPromptSubmit/Stop), and Gemini/Antigravity (BeforeAgent/AfterAgent) idempotently — existing hooks and unrelated settings keys are preserved. |
scripts/generate-catalog-projections.py |
New inverse of the validator: regenerates skills.toon and the three README skills-list sections surgically from skills.json (headings, subcategory counts, table rows, intro count only; everything else byte-preserved). --check asserts a regeneration is a no-op, so “fix the manifest, not the projections” now has a mechanical follow-through. The August README entries were also moved into changelog/ so changelog.py check passes again. |
| Not imported on purpose | Six unattributed single-file skills that shipped alongside pm-skills globally (blog-post, data-visualization, query-writing, schema-exploration, social-media, web-research), the stale framework-selection / langgraph-docs (no longer in upstream), and everything previously removed or retired from this catalog (OMC/OMX/ooo command shims, jeo, ralph, agent-browser, obsidian, …) stay out. |
🆕 What’s New in v2026-08-09
| Change | Details |
|---|---|
| goalflow LangGraph framework | Added goalflow for wanmol/goal-flow, a Graph-Orchestrated Agent Loop that combines workflow graphs with agent loops and transpiles Dify DSL exports into runnable LangGraph Python. Six modes (orient, transpile, build, agent, serve, harden). Ships a read-only goalflow.sh doctor (packages, project imports, .env key names only), a stdlib-only preflight_audit.py implementing the upstream pre-publish checklist (.env* blobs reachable in git history, RFC1918 hosts, open-CORS-with-credentials, MD5 API-key auth, CodeNode exec), and a check_goalflow_skill.py that validates runtime SKILL.md frontmatter and flags verbatim-injection prompt cost. References cover the transpiler, the BaseNode contract, agent_kit, the skills engine, the adapter/streaming/HITL layer, and the security gate. |
| WAI Play web-game auto-playtesting | Added wai-play for waiterve/wai-play: an agent that drives a real browser against a running web game and returns a five-dimension quality score with reproducible problem cards. The skill routes six modes (testability, integration, run, report, scenario-gap, ops) and puts testability before any run. Ships a read-only wai-play.sh doctor (Python, Playwright Chromium, .env key names only), a stdlib-only check_integration.py that statically checks a GameFlowAgentAPI file for missing methods, leftover throw-stubs, and template placeholders, plus references for the API contract, the five game-type profiles and key nodes, the scoring weights and evidence rules, and setup/route-outs. Keeps game quality and test credibility separate, and states the local-only operating boundary rather than implying it is deploy-ready. |
🆕 What’s New in v2026-07-29
| Change | Details |
|---|---|
| Ten Three.js implementation skills | Added threejs-fundamentals, threejs-geometry, threejs-materials, threejs-lighting, threejs-textures, threejs-loaders, threejs-animation, threejs-interaction, threejs-shaders, and threejs-postprocessing, adapted from CloudAI-X/threejs-skills. Each has a focused implementation contract, compact TOON discovery surface, evals, and upstream/official references; direct rendering work stays distinct from web-game-development game-system routing. |
| Open Design game UI skills | Added open-design-game-ui-concept, open-design-game-ui-handoff, and open-design-game-ui-takeover for concept review, evidence-backed handoffs, and approved runtime integration. |
| Catalog and install guide synchronized | Updated skills.json 1.4.0, skills.toon, both README catalogs, and setup-all-skills-prompt.md to 187 skills. |
📜 Older entries:
changelog/en/(monthly files, newest first).
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Установка
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