AI-native creator building Agent Skills, MCP servers, creator tools and automation — open source, proof-first.
**AI-NATIVE CREATOR SYSTEMS · OPEN SOURCE · PROOF-FIRST ENGINEERING**
以下摘录自该仓库的 README(片段) · 在 GitHub 读完整 README →
ENGLISH · TÜRKÇE
🚀 THE SHORT VERSION
I stopped collecting AI tools. **Now I build the ones I actually need — and publish the proof, limits and failures too.**
Creators get usable tools. Builders get inspectable systems. Brands get workflows that can be explained.
**Don't take my word for it:** open the live app or try to break it in 60 seconds.
⌁ PICK YOUR PORTAL
| 01 / JUST EXPLORING | 02 / READY TO BUILD | 03 / NEED CREATOR TOOLS |
| :--- | :--- | :--- |
| **2-minute first run →** | **MCP server →** | **⚡ Open live Frame Studio →** |
| No paid model or login for the local check | Read-only prompt + assistant tools | Local-first social-image framing and export |
**New to AI workflows / MCP / Agent Skills?** 🧭 Start from zero · 🛡 How the trust scores work
**Prefer a download?** ⬇ v0.3.0-alpha.1 release — Agent Skills, Context Builder, Frame Studio & checksums
🛡 TRUST & VERIFICATION SNAPSHOT
- **19 installable Agent Skills** with a beginner guide for every skill, a shared context foundation and contract tests that fail if future skills ship without documentation.
- **3 deliberately read-only MCP tools** in AI Workbench MCP: no network, shell, account access or file writes; published to PyPI and the official MCP Registry.
- **Supply-chain controls:** CodeQL, Dependabot, SHA-pinned GitHub Actions, least-privilege workflow tokens, private vulnerability reporting, versioned checksums and Sigstore-signed release assets.
- **External review:** OpenSSF Scorecard · M8ven Trust Index · Trust Matrix.
- **Important:** external scanners can lag behind main. A badge is evidence, not a security certificate; current code, tests and limitations stay the source of truth.
✦ THE BUILD DECK
⚡ AI SOCIAL MEDIA TOOLKIT From idea to a working workflow. Agent Skills, assistants, creator workflows, reproducible first run. ▶ Run first proof · Source 🔌 AI WORKBENCH MCP Small surface. Real utility. Three read-only tools for prompts and assistant blueprints. ▶ Setup & diagnostics · Host testing 🛡️ SKILL SAFETY AUDITOR Inspect before you install. Offline, human-reviewable findings. Not a security certification. ▶ Try the scanner 📡 CREATOR SIGNAL LAB Less guessing. More signal. Explainable CSV scoring for content opportunities and outlier posts. ▶ Explore examples
> **Shipped beta:** Creator Frame Studio v0.3 is now on main with quick text styles, guide profiles and a deterministic preflight card. It stays local-first: no model call, no automatic publishing, no fake quality score.
⌘ TEST BEFORE YOU TRUST
This is a **local verification**, not proof of compatibility with every AI platform or production system. Start with troubleshooting, review security notes, and report reproducible bugs.
**PROOF LADDER:** Blueprint → Offline tested → Real host verified → Independent adoption evidence.
🧪 CURRENTLY IN THE LAB
- **Creator Frame Studio v0.3 beta:** shipped to main after repository CI, static smoke checks and desktop + 390×844 browser-render review. Beta still means review your exports before publishing.