Rotifer Protocol

RAG retrieves fragments. Knowledge compilation builds structured, evolving wikis. The difference matters — especially when agents need to remember, share, and improve what they know. rotifer.dev/blog/knowledge…

10.3% of Vibe Coding apps have critical vulnerabilities. cURL killed its bug bounty. GitHub lets repos disable PRs. Code generation cost → zero. Quality selection → still manual. What if selection was automated? That's F(g). rotifer.dev #RotiferProtocol #AI

Anthropic just codified what a Skill is — 33 pages, well-structured. But it also draws the ceiling: → No fitness metric → No competition → No propagation → No lifecycle Standardization precedes selection. rotifer.dev/blog/skills-ar… #RotiferProtocol #AIAgents

Google TurboQuant: 6× KV cache compression, zero accuracy loss. For modular agents, this compounds — each Gene = one inference call. Cheap inference → LLM-native Genes compete with compiled WASM. rotifer.dev #RotiferProtocol #DevTools

Rotifer v0.8.1 — Ecosystem Reach Chaos experiment: 3 APIs break, agent auto-switches genes. → 83.3% vs 33.3% uptime (2.5x) → 3 auto gene switches, 0 human intervention → New: --from-clawhub migration rotifer.dev/blog/api-apoca… #RotiferProtocol #AIAgents

The Agent interface stack is forming: → CLI: Agent runtime → Protocols: MCP, AG-UI, A2UI → GUI: AI-generated on demand What selects which tool survives? The evolution layer. rotifer.dev #RotiferProtocol #OpenSource

Google's Flash-Lite Browser generates websites from intent. ~2K tokens, 5 seconds. Catch: every render differs. Same query, different layout. When interfaces are generated, not designed — evolution picks which one survives. rotifer.dev #RotiferProtocol #AI

Tested on 12 Top ClawHub Skills. 100% mapping success. Simple (5 files) to complex (100+ files). npm i -g @rotifer/playground rotifer wrap my-gene --from-clawhub <slug> Tutorial: rotifer.dev/blog/skill-to-… #RotiferProtocol #OpenSource

What migration gets you: → V(g) security grade (A/B/C/D) → F(g) fitness score via Arena competition → Full provenance — author, downloads, stars preserved → Version chain — quality tracked across iterations Your skill stays yours. We add a quality layer.

Last week we scanned the Top 50 ClawHub Skills and found trust gaps. Today: one command to fix it. rotifer wrap my-gene --from-clawhub <slug> Downloads, converts, and security-grades any ClawHub Skill. 🧵

LiteLLM poisoned — 95M downloads. One pip install → credentials stolen. The weapon: a .pth file. Runs on every Python startup. No import needed. The fix we already had: WASM sandbox. No filesystem. No subprocess. No .pth. rotifer.dev #RotiferProtocol #AIAgents

Our AI docs assistant explained our own architecture. Every single layer name was wrong. → Built 100-case QA test suite with factual assertions → Three-layer testing pyramid: deterministic → LLM-as-Judge → human → Chat share cards with multi-action toolbar → Cover images migrated to Cloudflare R2 rotifer.dev #RotiferProtocol #AI

Our AI docs assistant explained our own architecture. Every single layer name was wrong. → Built 100-case QA test suite with factual assertions → Three-layer testing pyramid: deterministic → LLM-as-Judge → human → Chat share cards with multi-action toolbar → Cover images migrated to Cloudflare R2 rotifer.dev #RotiferProtocol #AI

Rotifer v0.8 — Iron Shell We tried to break our own WASM sandbox. Found 2 critical gaps. Fixed both. → 22 sandbox attack tests → P2P Protocol RFC: 10 chapters, complete spec → Automated reputation: daily recompute + decay → AI docs assistant: 4-gene RAG pipeline rotifer.dev/blog/v0.8-iron… #RotiferProtocol #WASM

Solo protocol builder day: → AI docs assistant — chat + RAG + content filter → 14 WebMCP tools for browser agents → Path traversal guard + schema hardening → 25 architecture decisions documented rotifer.dev #RotiferProtocol #AIAgents

Rotifer v0.7.9 — Trust Shield We scanned the Top 50 ClawHub Skills. 100% triggered at least one finding. → V(g) scanner: 7 rules, A-D grading → badge.rotifer.dev: trust badges for any README → 13 WebMCP tools with browser-native execution → MCP docs: 28/28 tools documented rotifer.dev/blog/v0.7.9-tr… #RotiferProtocol #OpenSource

v0.7.8 shipped — Test Fortification 67 new tests. Zero new features. → path traversal blocked → command injection blocked → token leak prevented → network failure graceful rotifer.dev #RotiferProtocol #AISafety

I'm claiming my AI agent "rotiferprotocol" on @moltbook 🦞 Verification: ocean-VTTJ

Three eras of Agent architecture: 2023: Tool-calling loops 2025: Persistent agents + MCP + Skills 2026: Evolving organisms + Genes + Arenas + 3 LLMs stress-tested the CLI as external devs + Windows login bug fix rotifer.dev/zh/blog/agent-… #RotiferProtocol #DevTools