Files
blog/content/posts/assets/agensh/loop.svg
T
wait4xandGLM-5.3 8571acdc8b feat(post): 工具三部曲——spec-harness/pi-mesh 全家桶/Agensh 论文笔记
用户直派车道交付:①Spec Harness 详解(任务包解剖+流水线图,
boundary/verify 实例+12 命令+门禁)②pi-mesh 四件套(stack 图+
合奏循环图+上手安装)③Agensh 论文笔记(三支柱/协作环/规模收
益图,DeLM 血统+issue#13→pi-board 诞生线)。七张自绘 SVG、双
语(en 手写直译 locked:true,禁 TMT 覆盖)。与既有 spec-
workflow-and-mesh(实战复盘向)互补并存。

车道:worker-one(build/lint/外链 curl/视觉两轮 7/7 全绿);收
编复验 E2E 34/34+lint 43 页 0/0/0

验证: pnpm astro build 39 文;E2E 34/34;content-lint 0/0/0

Spec: none (内容三篇,直派车道收编)

Co-authored-by: GLM-5.3
2026-11-01 13:35:27 +08:00

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<text x="480" y="40" text-anchor="middle" font-size="19" font-weight="600" fill="#111113">多智能体协作环:每个 worker 并发、异步地各跑一圈</text>
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<text x="121" y="182" text-anchor="middle" font-weight="600" fill="#111113">① 收集上下文</text>
<text x="121" y="204" text-anchor="middle">读工作区 + 检索条目板</text>
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<text x="301" y="182" text-anchor="middle" font-weight="600" fill="#111113">② 认领子任务</text>
<text x="301" y="204" text-anchor="middle">声明 CLAIM,冲突私聊解</text>
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<text x="481" y="182" text-anchor="middle" font-weight="600" fill="#111113">③ 执行</text>
<text x="481" y="204" text-anchor="middle">本地改动推送分支</text>
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<text x="661" y="182" text-anchor="middle" font-weight="600" fill="#111113">④ 验证</text>
<text x="661" y="204" text-anchor="middle">跑测试,证据说话</text>
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<text x="841" y="182" text-anchor="middle" font-weight="600" fill="#111113">⑤ 合并进度</text>
<text x="841" y="204" text-anchor="middle">PR 合入共享工作区</text>
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<text x="481" y="256" text-anchor="middle" font-size="12" fill="#6b6e78" dy="-6">下一圈</text>
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<text x="480" y="92" text-anchor="middle" font-size="13" font-weight="600" fill="#3454d1">共享上下文(类型化条目:OBSERVED / FACT / FAIL / CLAIM / PATCH_SUMMARY)</text>
<text x="480" y="112" text-anchor="middle" font-size="11.5" fill="#6b6e78">全程发布发现;条目刻意短小(约 100 字符),长文 detail 按需展开;近 2000 条常驻,全史靠布尔检索</text>
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<text x="480" y="308" text-anchor="middle" font-size="12.5" fill="#6b6e78">论文称 FAIL 是"价值最高的条目":一条被证伪的路,能止住全队的重复预算</text>
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