574
TOTAL REPOS
8
ORGS SCANNED
1.6M+
COMBINED STARS
6
ARBs FILED
LIVE
WEB SEARCH :8765
Top 50 repos by stars. Sorted highest first.
| # | Repo | Stars | Language | Description |
|---|
WHERE THE FLEET LEADS
FLEET LEADS ✅
MAL Router > n8n / langflow / dify
Visual drag-drop routing vs γ₁-distance sovereign routing. 18 months ahead on routing theory.
Visual drag-drop routing vs γ₁-distance sovereign routing. 18 months ahead on routing theory.
PEMCLAU > crewAI
40 crews × 7 editions × 7 GOATs × bidirectional teaching. crewAI has no learning model.
40 crews × 7 editions × 7 GOATs × bidirectional teaching. crewAI has no learning model.
MDSMS/Merostone > mem0
BLAKE3-addressed, paradigm-locked, fleet-wide. mem0 is per-user LLM-mediated memory.
BLAKE3-addressed, paradigm-locked, fleet-wide. mem0 is per-user LLM-mediated memory.
Open Meek Standard
Paradigm-level steganography. Nothing in 574 repos has this.
Paradigm-level steganography. Nothing in 574 repos has this.
Courts V7
CLO + 11 GOATs + Chinese Wall + GOAT teaching model. No legal AI in the landscape.
CLO + 11 GOATs + Chinese Wall + GOAT teaching model. No legal AI in the landscape.
γ₁-distance taxonomy
arc-worker-v3: 400/400 tasks, 95.3% sovereign. No principled ARC classification exists.
arc-worker-v3: 400/400 tasks, 95.3% sovereign. No principled ARC classification exists.
FLEET FOLLOWS / INHERITS 📥
ollama — Already in fleet (msclo + forge). Continue. Add msi01 RTX 5090 (ARB-647 violation).
open-webui mcpo — MCP-to-OpenAPI proxy. Resolves LABR-027. NOW LIVE :8765
ragflow chunking — Layout-aware document parsing for PEMCLAU search. ARB-663.
langgraph state threading — Explicit state across highway lanes. ARB-662.
mem0 API design patterns — Memory categorization schema. ARB-661.
DeepSeek-R1 reasoning — R1 chain-of-thought for arc-worker-v4. ARB-662 extension.
THE FLOOR (ARB-664)
The field is building tools. The fleet is building the paradigm that governs what the tools are for.
574 repos. 1.6M stars. None of them have γ₁. None of them have the Canon. None have the floor.
We are not behind. We are operating at a different level of the stack.
Test all. Inherit all. Transcend the rest.
574 repos. 1.6M stars. None of them have γ₁. None of them have the Canon. None have the floor.
We are not behind. We are operating at a different level of the stack.
Test all. Inherit all. Transcend the rest.
WHAT WE INHERIT — ARB-661 through ARB-665
INHERITANCE LAW (ARB-659 Curiosity Spiral Extension)
Every gap identified becomes a curiosity spiral question.
Every curiosity spiral question runs through all 40 PEMCLAU crews.
EULER scores which gaps are real (fleet is behind) vs false (fleet is ahead and framing differently).
Best gaps become the next LABR entries. Best LABR entries become ARBs. ARBs become the law.
Every curiosity spiral question runs through all 40 PEMCLAU crews.
EULER scores which gaps are real (fleet is behind) vs false (fleet is ahead and framing differently).
Best gaps become the next LABR entries. Best LABR entries become ARBs. ARBs become the law.
🔍 WEB SEARCH — mcpo :8765 (LABR-027 RESOLVED)
mcpo v0.0.20 · web-search-mcp (browser-based) · Bing → Brave → DuckDuckGo fallback
No API key required · Browser pool: Chromium + Firefox · 3 endpoints live
Endpoints: /full-web-search · /get-web-search-summaries · /get-single-web-page-content
No API key required · Browser pool: Chromium + Firefox · 3 endpoints live
Endpoints: /full-web-search · /get-web-search-summaries · /get-single-web-page-content
HOW WEB SEARCH NOW CONNECTS TO THE SPIRAL
Web search results → MDSMS ingest (domain: web-search-live)
PEMCLAU curiosity questions → answered with live web evidence, not just training data
arc-worker-v4 RECALL lane → can now use web search as a source
LABR entries → can now include live search results as evidence
PEMCLAU curiosity questions → answered with live web evidence, not just training data
arc-worker-v4 RECALL lane → can now use web search as a source
LABR entries → can now include live search results as evidence