# WP1 资产迁移 Implementation Plan > **For agentic workers:** REQUIRED SUB-SKILL: Use subagent-driven-development to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking. **Goal:** 迁移 5 个遗漏的 TRM4 进化/动量模板到 TRM5,删除 2 个死字段,把加载器的静默空串兜底改为 fail-loud,解锁自进化引擎。 **Architecture:** 进化引导 prompt 是引擎的一部分(放项目根 `prompts/`,不参与版本化进化)。TRM4 五模板的输出 JSON 契约与 TRM5 解析代码已核实完全对齐,可直接拷贝。执行顺序:先迁移模板 → 删死字段(`consolidate_system`/`span_eval_user`,零消费)→ 加载器 fail-loud(顺序关键:先删死字段,fail-loud 才不会对不存在也不需要的模板报错)。 **Tech Stack:** Python 3.11、pytest、frozen dataclass(`core/evolution/types.py`)。 **设计源**:`research-wiki/designs/2026-07-16-preflight-fixes-design.md §4` --- ## 关键锚点(实现前必读) | 用途 | 位置 | |------|------| | TRM4 源模板 | `/home/iomgaa/Projects/Video-Tree-TRM4/prompts/{evolve_skill,evolve_system,evolve_tool,evolve_rank,slow_momentum}.md` | | evolve 加载器 | `app/harness/runner.py:2266-2280` `_load_evolve_prompts` | | diagnose 加载器 | `app/harness/runner.py:2282-2299` `_load_diagnose_prompts` | | 平行 diagnose 加载器 | `app/harness/video_split_cli.py:362-378` `_load_diagnose_prompts` | | dataclass 定义 | `core/evolution/types.py:477-522`(`DiagnosePrompts` L494-501 / `EvolvePrompts` L518-522) | | 死字段 `consolidate_system` 内联替代 | `core/evolution/evolve.py:997` `_CONSOLIDATE_SYSTEM`(消费点 L1036) | | 死字段 `span_eval_user` 无消费 | diagnose 只用 `prompts.span_eval_system`(`core/evolution/diagnose.py:511`),user_prompt 内联构造 | | 测试 fixture | `test_evolve.py:682` `consolidate_system="cons"`;`test_diagnose.py:753` `span_eval_user=""`;`test_evolution_types.py:352` `span_eval_user="p4"` / `:370` `consolidate_system="consolidate_tmpl"` | ## 核心算法保真校验 本计划不迁移/不改核心算法(ARCHITECTURE §6),只搬运模板文件 + 清理死字段 + 加 fail-loud。模板内容是 evolve 引擎(算法 #8)的输入数据,非算法逻辑本身;迁移已核实输出契约(`suggestions`/`edits`/`edits_extract`/`edits_verify`/`selected_indices`/`slow_update_content`)与 TRM5 解析代码逐字对齐。**保真检查点(Task 1 Step 4)**:加载 evolve_tool.md 后确认其要求 LLM 返回 `edits_extract`+`edits_verify` 双键(对齐 `evolve.py:1433-1435`)。 --- ## Task 1: 迁移 5 个 TRM4 模板 **Files:** - Create: `prompts/evolve_skill.md`、`prompts/evolve_system.md`、`prompts/evolve_tool.md`、`prompts/evolve_rank.md`、`prompts/slow_momentum.md`(从 TRM4 拷贝) - Test: `tests/unit/test_evolve_prompts_present.py` - [ ] **Step 1: 写契约冒烟测试(先失败)** `tests/unit/test_evolve_prompts_present.py`: ```python """校验 5 个进化/动量模板存在且输出契约关键词与解析代码对齐。""" from pathlib import Path import pytest _PROMPTS_DIR = Path("prompts") @pytest.mark.parametrize( "name, required_tokens", [ ("evolve_skill.md", ["suggestions", "edits"]), ("evolve_system.md", ["suggestions", "edits"]), ("evolve_tool.md", ["edits_extract", "edits_verify"]), ("evolve_rank.md", ["selected_indices"]), ("slow_momentum.md", ["slow_update_content"]), ], ) def test_evolve_template_present_and_contract(name: str, required_tokens: list[str]) -> None: path = _PROMPTS_DIR / name assert path.exists(), f"缺模板: {path}" text = path.read_text(encoding="utf-8") assert text.strip(), f"模板为空: {path}" for token in required_tokens: assert token in text, f"{name} 缺输出契约关键词 {token!r}(与解析代码不对齐)" ``` - [ ] **Step 2: 运行确认失败(模板尚未迁移)** Run: `conda run -n Video-Tree-TRM python -m pytest tests/unit/test_evolve_prompts_present.py -v` Expected: 5 参数化用例全 FAIL(`AssertionError: 缺模板: prompts/evolve_skill.md` 等;TRM5 当前无这 5 个模板)。 - [ ] **Step 3: 拷贝 5 个模板** Run: ```bash cp /home/iomgaa/Projects/Video-Tree-TRM4/prompts/evolve_skill.md prompts/evolve_skill.md cp /home/iomgaa/Projects/Video-Tree-TRM4/prompts/evolve_system.md prompts/evolve_system.md cp /home/iomgaa/Projects/Video-Tree-TRM4/prompts/evolve_tool.md prompts/evolve_tool.md cp /home/iomgaa/Projects/Video-Tree-TRM4/prompts/evolve_rank.md prompts/evolve_rank.md cp /home/iomgaa/Projects/Video-Tree-TRM4/prompts/slow_momentum.md prompts/slow_momentum.md ``` Expected: 5 文件存在于 `prompts/`。 - [ ] **Step 4: 运行确认通过** Run: `conda run -n Video-Tree-TRM python -m pytest tests/unit/test_evolve_prompts_present.py -v` Expected: 5 参数化用例全 PASS。若 evolve_tool.md 缺 `edits_extract`/`edits_verify` 则契约不符——停止并逐行比对 TRM4 源。 - [ ] **Step 5: 保真检查点** Run: `conda run -n Video-Tree-TRM python -c "print('edits_extract' in open('prompts/evolve_tool.md').read() and 'edits_verify' in open('prompts/evolve_tool.md').read())"` Expected: `True`(对齐 `evolve.py:1433-1435` 的 `parsed["edits_extract"]`/`parsed["edits_verify"]`)。 - [ ] **Step 6: 提交** ```bash git add prompts/evolve_skill.md prompts/evolve_system.md prompts/evolve_tool.md prompts/evolve_rank.md prompts/slow_momentum.md tests/unit/test_evolve_prompts_present.py git commit -m "feat: migrate 5 evolve/momentum templates from TRM4 (algo #8)" ``` --- ## Task 2: 删除 2 个死字段(consolidate_system / span_eval_user) **Files:** - Modify: `core/evolution/types.py:494-501,518-522` - Modify: `app/harness/runner.py:2279,2294` - Modify: `app/harness/video_split_cli.py:374` - Modify: `tests/unit/test_evolve.py:682`、`tests/unit/test_diagnose.py:753`、`tests/unit/test_evolution_types.py:352,370` - [ ] **Step 1: 删 dataclass 字段与 docstring** `core/evolution/types.py` — `DiagnosePrompts` 删 `span_eval_user`: - docstring 删行 ` span_eval_user: span 评估用户提示模板。`(L487) - 字段删行 ` span_eval_user: str`(L497) `EvolvePrompts` 删 `consolidate_system`: - docstring 删行 ` consolidate_system: appendix 压缩系统提示。`(L515) - 字段删行 ` consolidate_system: str`(L522) - [ ] **Step 2: 删加载器对死字段的 `_read` 行** `app/harness/runner.py`: - `_load_evolve_prompts` 删行 ` consolidate_system=_read("consolidate_system.md"),`(L2279) - `_load_diagnose_prompts` 删行 ` span_eval_user=_read("span_eval_user.md"),`(L2294) `app/harness/video_split_cli.py`: - `_load_diagnose_prompts` 删行 ` span_eval_user=_read("span_eval_user.md"),`(L374) - [ ] **Step 3: 删测试 fixture 对死字段的赋值 + 更新 docstring** - `tests/unit/test_evolve.py:684` 删行 ` consolidate_system="cons",` - `tests/unit/test_diagnose.py:753` 删行 ` span_eval_user="",` - `tests/unit/test_evolution_types.py:352` 删行 ` span_eval_user="p4",` - `tests/unit/test_evolution_types.py:370` 删行 ` consolidate_system="consolidate_tmpl",` - `tests/unit/test_evolution_types.py:347` 的文档字符串"DiagnosePrompts 8 个模板字段"改为"7 个";`:364` 的"EvolvePrompts 5 个模板字段"改为"4 个"(删字段后数量变化)。 注:`test_evolution_types.py` 若有断言逐字段比对或字段计数,同步移除对两个死字段的断言(读该测试确认,删净引用)。上述行号以当前代码为准,实现前 `grep -n consolidate_system\|span_eval_user tests/unit/test_evolution_types.py` 复核。 - [ ] **Step 4: 运行相关测试确认通过** Run: `conda run -n Video-Tree-TRM python -m pytest tests/unit/test_evolve.py tests/unit/test_diagnose.py tests/unit/test_evolution_types.py -q` Expected: 全 PASS(无 `TypeError: unexpected keyword argument` / 无 `missing positional argument`)。 - [ ] **Step 5: 全库确认无残留引用** Run: `conda run -n Video-Tree-TRM python -c "import subprocess; r=subprocess.run(['grep','-rn','consolidate_system\|span_eval_user','core/','app/','adapters/','tests/'],capture_output=True,text=True); print(r.stdout)"` Expected: 空输出(`consolidate_appendix` 用内联 `_CONSOLIDATE_SYSTEM` 不算 `consolidate_system` 字段引用;若出现请确认非 dataclass 字段引用)。 - [ ] **Step 6: 提交** ```bash git add core/evolution/types.py app/harness/runner.py app/harness/video_split_cli.py tests/unit/test_evolve.py tests/unit/test_diagnose.py tests/unit/test_evolution_types.py git commit -m "refactor: drop dead prompt fields consolidate_system/span_eval_user" ``` --- ## Task 3: 加载器 fail-loud(缺模板即报错) **Files:** - Modify: `app/harness/runner.py:2270-2272,2286-2288` - Modify: `app/harness/video_split_cli.py:365-367` - Test: `tests/unit/test_evolve_prompts_present.py`(追加) - [ ] **Step 1: 追加 fail-loud 测试(直接调真实加载器)** 在 `tests/unit/test_evolve_prompts_present.py` 追加——直接驱动真实 loader(不复制 _read 逻辑),在无模板的空 cwd 下断言 `FileNotFoundError`: ```python def test_video_split_loader_fail_loud_on_missing(tmp_path, monkeypatch): """video_split_cli 的真实 diagnose 加载器缺模板必须 FileNotFoundError。""" monkeypatch.chdir(tmp_path) # 空目录,无 prompts/*.md from app.harness.video_split_cli import _load_diagnose_prompts with pytest.raises(FileNotFoundError, match="缺进化/诊断模板"): _load_diagnose_prompts() def test_runner_evolve_loader_fail_loud_on_missing(tmp_path, monkeypatch): """runner 的真实 evolve 加载器缺模板必须 FileNotFoundError。""" monkeypatch.chdir(tmp_path) from app.harness.runner import Runner r = object.__new__(Runner) # 绕过 __init__,仅测无状态加载器方法 with pytest.raises(FileNotFoundError, match="缺进化/诊断模板"): r._load_evolve_prompts() def test_runner_diagnose_loader_fail_loud_on_missing(tmp_path, monkeypatch): """runner 的真实 diagnose 加载器缺模板必须 FileNotFoundError。""" monkeypatch.chdir(tmp_path) from app.harness.runner import Runner r = object.__new__(Runner) with pytest.raises(FileNotFoundError, match="缺进化/诊断模板"): r._load_diagnose_prompts() ``` > 这三个测试直接调真实 loader(`_load_evolve_prompts`/`_load_diagnose_prompts` 无 self 状态依赖,`object.__new__` 可安全调用);修复前静默返回空串不抛,故 Step 2 前必 FAIL。 - [ ] **Step 2: 三处 `_read` 闭包改 fail-loud** `app/harness/runner.py` `_load_evolve_prompts`(L2270-2272)与 `_load_diagnose_prompts`(L2286-2288),以及 `app/harness/video_split_cli.py` `_load_diagnose_prompts`(L365-367),把: ```python def _read(name: str) -> str: p = Path("prompts") / name return p.read_text(encoding="utf-8") if p.exists() else "" ``` 改为: ```python def _read(name: str) -> str: p = Path("prompts") / name if not p.exists(): raise FileNotFoundError(f"缺进化/诊断模板: {p}(请从 TRM4 迁移或检查 prompts/)") return p.read_text(encoding="utf-8") ``` (runner.py 缩进 12 空格;video_split_cli.py 的 `_read` 缩进按其函数体,见 L365 为 8 空格——按各自现场缩进套用。) - [ ] **Step 3: 运行测试确认通过** Run: `conda run -n Video-Tree-TRM python -m pytest tests/unit/test_evolve_prompts_present.py -v` Expected: 全 PASS。 - [ ] **Step 4: runner 其他行为回归(非 fail-loud 验证)** fail-loud 已由 Step 3 的三个真实 loader 测试验证;此步仅确认模板迁移 + loader 改动未破坏 runner 其他行为。 Run: `conda run -n Video-Tree-TRM python -m pytest tests/unit/test_harness_runner.py -q` Expected: 全 PASS(模板已迁移,真实加载走成功分支)。 - [ ] **Step 5: 提交** ```bash git add app/harness/runner.py app/harness/video_split_cli.py tests/unit/test_evolve_prompts_present.py git commit -m "fix: fail-loud on missing evolve/diagnose templates (no silent empty)" ``` --- ## Self-Review(作者自查,执行者复核) - [ ] 5 模板均已迁移且契约测试覆盖关键字段。 - [ ] `consolidate_system`/`span_eval_user` 在 core/app/tests 全库无残留字段引用。 - [ ] 三处 loader(runner 两处 + video_split_cli 一处)均已 fail-loud。 - [ ] 执行顺序正确:Task 2(删死字段)先于 Task 3(fail-loud),避免对不需要的模板报错。 ## 验收标准 1. `pytest tests/unit/test_evolve_prompts_present.py tests/unit/test_evolve.py tests/unit/test_diagnose.py tests/unit/test_evolution_types.py tests/unit/test_harness_runner.py` 全绿。 2. `grep -rn 'consolidate_system\|span_eval_user' core/ app/ tests/` 无 dataclass 字段残留。 3. `prompts/` 下 5 个新模板存在且非空。