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jevVIDEO

把 Jev 接进 8 个热门 GitHub 仓库做决策层

作者列出 ECC、claude-code、cua、json-render 等仓库,说明 Jev 负责路由、完成判定与安全闸门,让前沿模型只做推理。

u7niversal
@u7niversal2026.09.22收录原推发布于 2026.09.22
u7niversal @u7niversal原推发布于 2026.09.22
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THESE EIGHT GITHUB REPOS + JEV ARE PRINTING $5,000 A WEEK FOR ME. Jev costs $0.042 per million tokens and cannot write a single word - it only decides. The spread between what a frontier model bills you to "think" and what Jev charges to "decide" is the entire business. 8 GitHub repos trending today, 603k stars combined, that Jev should be wired into before you write another prompt Jev gives you decisions. Every repo below gives it a place to act - and the place is what separates a margin from a demo. ECC = 263.9k · the agent-harness performance system: skills, instincts, memory, security. Jev is the System-1 layer this harness is missing - ten thousand routing decisions with no frontier invoice. https://github.com/affaan-m/ECC claude-code - 147.2k · the terminal agent everyone already runs. Jev cleans its context and referees "is the task actually done", so the expensive model only ever reasons. https://github.com/anthropics/claude-code agent-skills — 97.8k · Addy Osmani's production-grade skills for coding agents. Install three, not thirty - and let Jev be the gate that decides which one fires. https://github.com/addyosmani/agent-skills cua - 25.3k · computer-use 2.0: open drivers, cross-OS fleets, benchmarks. Every click in a fleet is a yes/no; Jev is what makes the fleet cheap enough to actually run. https://github.com/trycua/cua security-audit-skill - 18.2k · Cloudflare's multi-phase audit with independently verified, machine-readable findings. Jev as the pass/fail gate before a human burns an hour on each. https://github.com/cloudflare/security-audit-skill json-render - 17.5k · Vercel's Generative UI framework. Typed decisions in, interface out - literally Jev's output shape. https://github.com/vercel-labs/json-render OpenStock - 17.0k · open-source alternative to paid market platforms: real-time prices, alerts, company data. 724 price checks in 40 seconds, 8,724 decisions in one parallel Jev pass. https://github.com/Open-Dev-Society/OpenStock coder - 16.1k · secure environments for developers and their agents. If your agents share a machine with your real logins, this plus Jev policy gates is the fix you keep postponing. https://github.com/coder/coder Notice the pattern across all eight: gates, referees, memory, typed checks. Nobody trending today is shipping raw capability. Everyone is shipping the layer that decides. That is exactly where Jev lives - and where the margin lives. Vercel, Cloudflare, LangChain and Langfuse plugged Jev in within three days of its Sept 15 launch. TypeSafe raised a $40M seed on the model class. The people who make money on a new model class are never the ones waiting for it to become obvious. While you scroll, someone is wiring Jev into these exact repos and invoicing for the output. ($5K/wk is my stack's last-four-weeks number, not a promise - same repos, different hands, different result.) Bookmark the stack. Two tonight, not eight. Reply with the repo you want specced first and I'll build it in public.

这条是引用着另一条写的:x.com/0xmovez/status/2101007482919227841

x.com/u7niversal/status/2102078027957969271采集于 2026.09.22 10:13