Social with Aayan Jev Skills Workflow
这是 Muhammad Ayan 公开的项目资料。本站按原始来源展示项目信息，用中文说明适用场景和阅读边界；项目名、源帖与代码保持原样，便于逐项核对。
这条案例记录了什么
MCP 与 Skills、工具选择
以可调用工具的形式返回结构化判断。
社区公开项目或作者演示
原始来源：Original post on X by @socialwithaayan。作者自述，本站未独立复现。
Muhammad Ayan
记录日期：2026-09-21。日期与身份应以原始资料为准。
怎样核对这个项目
- 先打开原始来源，确认作者、日期与 Jev 在项目中的具体用途。
- 如果提供仓库，再检查代码、运行要求和许可证；仓库存在不代表本站已经运行成功。
- 对速度、成本、准确率和规模数字，查看原文的任务、环境和计算口径。
- 真实调用入口和参数。
- 密钥及权限边界。
- 工具失败时的行为。
- 工具列表和版本。
原始文字与技术细节
以下内容保留原语言，供核对事实。中文页的场景说明是阅读提示，不是逐句翻译或实测结论。
展开英文项目摘要与原帖
项目摘要
介绍 10 个 Jev 仓库，包括浏览器 Agent、Claude Code 上下文整理等。
来源原文
10 Jev Repos Blowing Up Right Now (and What They Actually Do) 1. jev-ultrafast 15k stars Browser Use agent. Jev picks the next click. A small model only types when needed. https://github.com/browser-use/jev-ultrafast 2. fast-jev-compaction 5.8k stars Claude Code context trim. Jev scores tool calls, drops junk, keeps useful text verbatim. https://github.com/tamaratran/fast-jev-compaction 3. jev-trader 1.7k stars Monad market maker. One Jev buy/sell decision every block. About 81ms latency. https://github.com/jarrodwatts/jev-trader 4. skills (TypeSafe) 1.5k stars Official agent skill for Claude Code and Codex. Choice, Score, Noul patterns included. https://github.com/typesafe-ai/skills 5. agent-desktop 1.4k stars Desktop automation on the accessibility tree. Jev picks the next button or input. https://github.com/lahfir/agent-desktop 6. typesafe-computer-use 719 stars macOS computer use for about $0.0002 a step. OCR the screen, Jev chooses the action, click. https://github.com/awlevin/typesafe-computer-use 7. jev-review 457 stars Staged code review with a local dashboard. Jev flags risk before you burn a frontier model. https://github.com/devagrawal09/jev-review 8. foreman 454 stars Agent supervisor. Jev decisions keep coding agents on task inside a software factory loop. https://github.com/thruwire/foreman 9. hermes-jev-skills 360 stars Jev routing, memory, compaction, skill pick, and computer use for Hermes, Claude Code, and Codex. https://github.com/kerpopule/hermes-jev-skills 10. pg-jev 272 stars Postgres extension. Ask your tables questions in plain English with WHERE jev(...). https://github.com/realZachi/pg-jev
原记录的限制
- Implementation details are based on the author's public post on X.
- Performance figures and benchmarks are author-reported community claims.
- Production deployments may require custom calibration and policy thresholds.