diff --git a/.task/feature-goal-first-delivery.md b/.task/feature-goal-first-delivery.md
index 2604a050..c85cd888 100644
--- a/.task/feature-goal-first-delivery.md
+++ b/.task/feature-goal-first-delivery.md
@@ -7,19 +7,27 @@
 - 权威仓：ssh://git@git-ssh.u1680832.nyat.app:31411/weichen/Agent-System-Dev.git；目标分支：main；R0（initial_base_sha）= 33261925a10c4eee40d1b6175b3895e78a47ef02
 - 工作区：/home/weichen/projects/Agent-System-Dev-wt-feature-goal-first-delivery（worktree）；分支：feature/goal-first-delivery
 
-- 授权与交付终点：完善本仓交付规范及必要的任务卡接线，确立目标优先、不私自扩围、先可用再迭代，并移除可移除的人工环节；本轮先交付阶段 6 候选供用户评审，不修改 Guidelines 子模块、业务代码或平台保护。
+- 授权与交付终点：完善本仓交付规范及必要的任务卡接线，确立目标优先、不私自扩围、先可用再迭代，移除可移除的人工环节，并规定每个实施单元由一个新 Cursor CLI 运行执行、主模型只规划和管理；本轮交付阶段 6 候选供用户评审，不修改 Guidelines 子模块、业务代码或平台保护。
 - 交付模式：transition-manual（本任务在旧规范下启动；2026-10-15 用户已批准阶段 1–5）
 - 合入执行：agent（已授权交付范围内，Review 通过、冲突解决且当前 HEAD 的 CI 通过后合入）
 - 人工决策点：本轮阶段 6 产物评审；其余按旧规范与后续授权执行
-- 当前阶段：实施与自检；当前增量：I1（goal-first 交付规范及任务卡接线）
+- 当前阶段：实施与自检；当前增量：I1（goal-first）+ I2（cursor-per-unit）
 - 流程依据：仓库根目录 policy/delivery.md（归档后仍按仓库根目录定位）
 
 ## 目标与非目标
 
-目标：使本仓执行者优先完成已授权任务目标并保持系统可用，只处理直接阻塞项，非阻塞问题按价值记录或忽略；在一次确认目标、范围和终点后连续交付。
+目标：使本仓执行者优先完成已授权任务目标并保持系统可用，只处理直接阻塞项，非阻塞问题按价值记录或忽略；在一次确认目标、范围和终点后连续交付；产生仓库变更的每个实施单元由独立 Cursor CLI 运行完成，主模型不直接代写。
 
 非目标：不放宽授权、独立 Review、证据、CI/平台准入、高后果双钥匙或安全回收条件；不修改通用 Guidelines 子模块和业务功能。
 
+## Cursor 实施收据
+
+| 单元 ID | 预期范围 | Cursor 运行 | 结果 | 阻塞原因 | 收据路径 |
+|---|---|---|---|---|---|
+| I1 | goal-first 初始规范及模板 | 不适用（用户提出 cursor-per-unit 要求前已实施） | 已提交 `90265ac` | — | 任务卡 SELF 证据 |
+| I2/P2 attempt-1 | cursor-per-unit 规范、模板及测试 | `20261014T165622Z-bec26a3d` | 失败，0 文件变更，已安全清理 | 当次 sandbox 启动失败；用户后续实测后重试 | `/tmp/compound-engineering-1000/ce-work/goal-first-cursor-delegation-20261015` |
+| I2/P2 attempt-2 | 同上，限 7 个治理文件 | `20261014T170714Z-817c5d04` | 完成；Cursor red→green；host 集成为 `d79d6c17` | — | 同上；SELF 状态收据 `f4240aa219103d4e` |
+
 ## 关联方向与规划
 
 - 适用状态：无适用业务规划；本任务是项目交付规范修订
@@ -33,12 +41,13 @@
 | R1 | 任务目标和系统可用性优先，先形成可验证的最小可用闭环 | 符合通用基线的授权边界与按影响选择流程 | P0 | AGENTS.md 和 policy/delivery.md 明确优先级、完成标准和先可用后迭代 | 现有交付规范 | 纳入 I1 |
 | R2 | 禁止私自扩围，仅解决直接阻塞项；非阻塞项按价值记录或忽略 | 收紧基线硬边界 1，不放宽授权 | P0 | 规范具有阻塞/有价值非阻塞/低影响噪音分流，任务外修复必须获得授权 | R1 | 纳入 I1 |
 | R3 | 移除可移除的逐阶段人工停顿，保留真实决策、安全和质量门禁 | 项目层在通用基线内明确执行方式 | P0 | 任务卡默认 goal-first，阶段为追溯记录而非人工签字表；治理测试覆盖模板 | R1、R2 | 纳入 I1 |
+| R4 | 每个产生仓库变更的实施单元启动一个新 Cursor CLI，主模型只规划和管理 | 保留 host 的范围、验证、集成和交付权威；worker 无提交/扩围权 | P0 | AGENTS.md/policy 明确一单元一新进程、禁止主模型代写和失败 blocker；任务卡模板生成实施模式与收据表 | R1–R3 | 纳入 I2 |
 
 ## 方案与计划
 
 - 方案引用：2026-10-15 对话内有界方案（用户已批准）
-- 实施计划引用：I1 同步修订 AGENTS.md、policy/delivery.md、必要治理接线与测试
-- 测试计划引用：R1–R3 用治理模板回归、文档一致性检索、`git diff --check` 和 `make test-governance` 验证
+- 实施计划引用：I1 修订 goal-first 规范与必要接线；I2 通过单独 Cursor P2 单元加入 cursor-per-unit 规则、收据模板和回归
+- 测试计划引用：R1–R4 用治理模板 red→green、文档一致性、`git diff --check` 和 `make test-governance` 验证
 
 ## 阶段评审
 
@@ -46,10 +55,10 @@
 |---|---|---|---|---|---|
 | 需求拆解 | 2026-10-15 对话内方案 | 通过 | weichen | 2026-10-15 | 用户“批准，并且移除可以被移除的人工环节” |
 | 需求评估 | 2026-10-15 对话内方案 | 通过 | weichen | 2026-10-15 | 同上 |
-| 需求表确认 | R1–R3 | 通过 | weichen | 2026-10-15 | 同上 |
+| 需求表确认 | R1–R4 | 通过 | weichen | 2026-10-15 | 用户追加“每个单独步骤或任务拉起 Cursor CLI，主模型只规划和管理” |
 | 方案设计 | 2026-10-15 对话内方案+用户追加要求 | 通过 | weichen | 2026-10-15 | 同上 |
-| 实施计划 | I1 | 通过 | weichen | 2026-10-15 | 同上 |
-| 实施与自检 | 当前候选 | 进行中 | Codex | 2026-10-15 | 待完成差异和自检 |
+| 实施计划 | I1+I2 | 通过 | weichen | 2026-10-15 | 用户追加要求及 sandbox 实测 |
+| 实施与自检 | `d79d6c17` | 待评审 | Cursor P2 + Codex host | 2026-10-15 | P2 收据；控制器聚焦验证与 `make test-governance` run receipt |
 | 正式测试与验收 | 待定 | 未评审 | — | — | — |
 | 代码 Review | 待定 | 未评审 | — | — | — |
 | 合入 | 待定 | 未评审 | — | — | — |
@@ -83,18 +92,18 @@
 
 ## 结果与验证（完成后填写）
 
-- 结果：
-- 验证：<结论摘要 PASS/FAIL/SKIP/NOT_RUN 逐项；逐条证据由 make evidence 写入上方证据表>
-- 影响与剩余项：
+- 结果：阶段 6 候选已就位；goal-first、严格范围/问题分流、去机械人工节点和 cursor-per-unit 均已接入根入口、交付规范、任务卡生成器与回归。
+- 验证：SELF PASS — Cursor focused red→green；host 集成验证 PASS；控制器 `make test-governance` 退出 0，对象 `d79d6c17`，evidence digest `d16726eb13aba7f5`；状态收据由 `make evidence` 写入。
+- 影响与剩余项：当前只完成本地阶段 6 候选；阶段 7 正式同步/验证、独立 Review、PR、CI、合入和收口均 NOT_RUN。
 
 ## 规划进展与下一步
 
-- 本次推进/剩余：待核对（依据实际成果更新适用方案/规划）
-- 首选下一任务：待核对（无适用规划、已完成或受阻时如实说明，不虚构任务）
-- 推荐依据：待填写
-- 前置条件/待确认：待核对
-- 预期产物/验收条件：待定义
-- 重复任务核对：待核对（已有/在途任务、PR 与规划记录）
+- 本次推进/剩余：规范候选已实施与自检；剩余为本任务阶段 7–10，不是新任务。
+- 首选下一任务：无；先完成当前任务评审与交付，不为低影响建议创建新任务。
+- 推荐依据：遵循本次 goal-first 与不扩围原则。
+- 前置条件/待确认：用户完成阶段 6 候选评审。
+- 预期产物/验收条件：当前任务按阶段 7–10 完成正式证据、Review、PR/CI、合入和安全收口。
+- 重复任务核对：未发现需另建任务的重复范围。
 - 启动授权：未授权（建议不自动启动新任务，仍须明确授权）
 
 ## 合入与清理
@@ -180,3 +189,41 @@
   "receipt_sha256": "dfbb7c4fbd793b9f6a669818460dcd77ef8ce3cbe84e52f901109a2f115d7d8a"
 }
 ```
+
+<!-- Local receipt: SELF. Digests detect corruption; they do not authenticate a reviewer or CI. -->
+```json
+{
+  "schema": 1,
+  "source": "SELF",
+  "timestamp": "2026-10-14T17:14:33.240968+00:00",
+  "command": "CE_WORK_RUNS_ROOT=/tmp/compound-engineering-1000/ce-work python3 /home/weichen/.agents/skills/ce-work/scripts/unit-workspace.py status --run-id goal-first-cursor-delegation-20261015 --unit-id P2",
+  "command_sha256": "9da0b6bd58e5023942667253f19228742c4910a4c6485e133cc3c861cde90c34",
+  "cwd": "/home/weichen/projects/Agent-System-Dev-wt-feature-goal-first-delivery",
+  "common_dir": "/home/weichen/projects/Agent-System-Dev/.git",
+  "before": {
+    "head": "d79d6c17e9f7827a4b2d84078fd4c78eba83fe99",
+    "branch": "feature/goal-first-delivery",
+    "target_branch": "main",
+    "target_head": "b8edf13dc7b818d6e61b829f6e88202ec553f2fc",
+    "status": "",
+    "tracked_diff_sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
+    "untracked": {},
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modules/backend/deps/agent-squad/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-squad/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 modules/backend/deps/agent-squad/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/agent-squad/deps/logging-system/deps/development-guidelines (26b562d)\n 5773e74086791731059730bd3726dc8c9cd1381f modules/backend/deps/agent-system-core (v0.4.0)\n a3ee67bba269e1276c14e22c026171ecf2cf6190 modules/backend/deps/error-code-system (a3ee67b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/error-code-system/deps/development-guidelines (26b562d)\n 49b5d8be604d05e4246dffa0d10fa1c2b7ad45d7 modules/backend/deps/logging-system (49b5d8b)\n 26b562d2e34fbc560711296a309c91c74ffc55b1 modules/backend/deps/logging-system/deps/development-guidelines (26b562d)\n 5773e74086791731059730bd3726dc8c9cd1381f modules/core (v0.4.0)\n 46506aec34a8803d1b7f4de1a048de9dba591da2 modules/documents (remotes/origin/feature/dhf-plan-progress-note)\n 710ef836b5f7cf6705d6388310042f1e6a90adb3 modules/frontend (v0.4.0-8-g710ef83)\n 7c35a78abc8ef7db6fb2d508b2971d59a90de964 modules/ui (v0.4.0-2-g7c35a78)\n"
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+}
+```