diff --git a/docs/superpowers/plans/2026-07-21-uv-unwrap-optimization.md b/docs/superpowers/plans/2026-07-21-uv-unwrap-optimization.md new file mode 100644 index 00000000..a93ef593 --- /dev/null +++ b/docs/superpowers/plans/2026-07-21-uv-unwrap-optimization.md @@ -0,0 +1,555 @@ +# UV 展开质量优化 + 线框观察图 Implementation Plan + +> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking. + +**Goal:** 增强 ModelTranslator 减面工具的 UV 展开质量(松弛 + 纹素均衡 + seam 角度扫描抢救),并每次导出一张 UV 线框观察图供人工查阅。 + +**Architecture:** 全部改动内联进 `Tools/ModelTranslator/bl_decimate.py`(Blender 内脚本)与 `model_decimate.py`(CLI)。纯函数(候选择优)用 `unittest` 做 TDD;Blender 算子集成沿用本仓库既有约定——由端到端跑真实 FBX 验证(无法在无 Blender 环境单测)。所有新增算子/导出均为增强项,任一失败降级记警告、不中断,FBX 必产出。 + +**Tech Stack:** Python 3(标准库 + unittest)、Blender 5.0 headless(`bpy`)、UVPackmaster 4(既有,可选)。 + +--- + +## File Structure + +- `Tools/ModelTranslator/bl_decimate.py`(Modify):新增常量、`pick_best_candidate` 纯函数、`_unwrap_seam` 增强并参数化角度、`_do_unwrap` 改分级抢救、新增 `_export_uv_layout`/`_ensure_uv_layout_addon`、`main()` 接线。 +- `Tools/ModelTranslator/model_decimate.py`(Modify):CLI 打印 UV 观察图路径。 +- `Tools/ModelTranslator/tests/test_bl_decimate.py`(Modify):新增 `pick_best_candidate` 单测。 +- `Tools/ModelTranslator/README.md`(Modify):补充展开增强与观察图说明。 + +参照文件(无需改):`mt_run.py`(Blender 运行器 + MT_SUMMARY 协议)、`tests/test_bl_decimate.py`(现有纯函数测试模式)。 + +--- + +## Task 1: Headless 算子可行性验证(spike) + +先确认三个新算子在 Blender 5.0 `--factory-startup` 下能跑通,锁定 `export_layout` 的 add-on 模块名。结果决定后续任务是否需调整降级路径。 + +**Files:** +- Create: `Tools/ModelTranslator/tests/bl_probe_ops.py`(临时探针脚本,验证后删除) + +- [ ] **Step 1: 写探针脚本** + +Create `Tools/ModelTranslator/tests/bl_probe_ops.py`: + +```python +"""探针:验证 minimize_stretch / average_islands_scale / export_layout 在 +headless factory-startup 下可用性,并找出 UV Layout add-on 模块名。 +运行:blender -b --factory-startup --python tests/bl_probe_ops.py -- +""" +import sys +import bpy +import addon_utils + +out_png = sys.argv[sys.argv.index("--") + 1:][0] +r = {} + +bpy.ops.wm.read_factory_settings(use_empty=True) +bpy.ops.mesh.primitive_uv_sphere_add() +obj = bpy.context.view_layer.objects.active + +bpy.ops.object.mode_set(mode='EDIT') +bpy.ops.mesh.select_all(action='SELECT') +bpy.ops.uv.smart_project() + +try: + bpy.ops.uv.minimize_stretch(iterations=5) + r["minimize_stretch"] = "ok" +except Exception as e: + r["minimize_stretch"] = "FAIL: %r" % e + +try: + bpy.ops.uv.average_islands_scale() + r["average_islands_scale"] = "ok" +except Exception as e: + r["average_islands_scale"] = "FAIL: %r" % e + +enabled = None +for name in ("io_mesh_uv_layout", "bl_ext.blender_org.io_mesh_uv_layout"): + try: + if addon_utils.enable(name, default_set=True) is not None: + enabled = name + break + except Exception as e: + r.setdefault("addon_errors", []).append("%s: %r" % (name, e)) +r["uv_layout_addon"] = enabled + +try: + bpy.ops.uv.select_all(action='SELECT') + bpy.ops.uv.export_layout(filepath=out_png, mode='PNG', size=(256, 256), opacity=0.25) + r["export_layout"] = "ok" +except Exception as e: + r["export_layout"] = "FAIL: %r" % e + +print("PROBE " + repr(r)) +``` + +- [ ] **Step 2: 运行探针** + +Run: +```bash +cd "d:/UD/AI/AIC#Project/Tools/ModelTranslator" && "D:\tools\blender-5.0.0-windows-x64\blender.exe" -b --factory-startup --python tests/bl_probe_ops.py -- /tmp/probe_uv.png +``` +Expected: 输出一行 `PROBE {...}`,理想全为 `ok` 且 `uv_layout_addon` 为某个非 None 名字。 + +- [ ] **Step 3: 记录结果,按需调整后续任务** + +- 若某算子 `FAIL`:保留后续任务里对应的 try/except 降级(本就有),并在 commit message 注明该算子不可用。 +- 若 `uv_layout_addon` 为 `None`(两个名字都不行):把探针输出里 `addon_errors` 贴到 Task 5 的 commit note,并把 `UV_LAYOUT_ADDONS` 换成探针发现的可用名(若有);仍为 None 则观察图功能整体降级为「记警告跳过」,需告知用户。 +- 若 `export_layout` 的 `size`/`opacity` 参数签名报错:记录真实签名,Task 5 相应调整。 + +- [ ] **Step 4: 删除探针脚本并提交记录(无代码改动则跳过提交)** + +```bash +cd "d:/UD/AI/AIC#Project/Tools/ModelTranslator" && rm tests/bl_probe_ops.py +``` + +(探针为一次性,不入库。将结论写入下一个 commit 的正文即可。) + +--- + +## Task 2: `pick_best_candidate` 纯函数(TDD) + +从候选 UV 指标中选「过质量门且 UV 岛数最少」者;无过门候选返回 None。这是分级抢救的选择规则,纯函数、可单测。 + +**Files:** +- Modify: `Tools/ModelTranslator/bl_decimate.py`(在 `uvpm_mode_label` 之后、`count_islands` 之前的纯函数区新增) +- Test: `Tools/ModelTranslator/tests/test_bl_decimate.py` + +- [ ] **Step 1: 写失败测试** + +在 `tests/test_bl_decimate.py` 的 `TestUvpmModeLabel` 类之后新增: + +```python +class TestPickBestCandidate(unittest.TestCase): + def _c(self, flipped, overlap, islands, angle): + return {"flipped": flipped, "overlap": overlap, + "islands": islands, "angle": angle} + + def test_none_when_empty(self): + self.assertIsNone(bd.pick_best_candidate([])) + + def test_none_when_no_candidate_passes_gate(self): + cands = [self._c(0.30, 0.50, 100, 66), self._c(0.20, 0.40, 200, 45)] + self.assertIsNone(bd.pick_best_candidate(cands)) + + def test_picks_only_passing(self): + cands = [self._c(0.30, 0.50, 50, 66), self._c(0.00, 0.00, 300, 45)] + best = bd.pick_best_candidate(cands) + self.assertEqual(best["angle"], 45) + + def test_picks_fewest_islands_among_passing(self): + cands = [self._c(0.00, 0.00, 120, 55), self._c(0.01, 0.02, 90, 45), + self._c(0.00, 0.00, 300, 35)] + best = bd.pick_best_candidate(cands) + self.assertEqual(best["islands"], 90) + + def test_overlap_none_treated_as_pass(self): + cands = [self._c(0.01, None, 42, 66)] + best = bd.pick_best_candidate(cands) + self.assertEqual(best["islands"], 42) +``` + +- [ ] **Step 2: 运行测试确认失败** + +Run: +```bash +cd "d:/UD/AI/AIC#Project/Tools/ModelTranslator" && python -m unittest tests.test_bl_decimate.TestPickBestCandidate -v +``` +Expected: FAIL — `AttributeError: module 'bl_decimate' has no attribute 'pick_best_candidate'` + +- [ ] **Step 3: 写最小实现** + +在 `bl_decimate.py` 的 `uvpm_mode_label` 函数之后新增: + +```python +def pick_best_candidate(candidates): + """从候选 UV 指标 dict 列表选过质量门且岛数最少者;无过门候选返回 None。 + 每个 candidate 至少含 flipped/overlap/islands。""" + passing = [c for c in candidates + if uv_gate_ok(c["flipped"], c["overlap"])] + if not passing: + return None + return min(passing, key=lambda c: c["islands"]) +``` + +- [ ] **Step 4: 运行测试确认通过** + +Run: +```bash +cd "d:/UD/AI/AIC#Project/Tools/ModelTranslator" && python -m unittest tests.test_bl_decimate.TestPickBestCandidate -v +``` +Expected: PASS(5 tests OK) + +- [ ] **Step 5: 全量单测不回归** + +Run: +```bash +cd "d:/UD/AI/AIC#Project/Tools/ModelTranslator" && python -m unittest tests.test_bl_decimate tests.test_unity_assets -v +``` +Expected: 全部 PASS + +- [ ] **Step 6: 提交** + +```bash +cd "d:/UD/AI/AIC#Project" && git add Tools/ModelTranslator/bl_decimate.py Tools/ModelTranslator/tests/test_bl_decimate.py && git commit -m "ModelTranslator: 新增 pick_best_candidate——过门且岛数最少者择优 + +Co-Authored-By: Claude Opus 4.8 (1M context) " +``` + +--- + +## Task 3: `_unwrap_seam` 增强(松弛 + 纹素均衡 + 角度参数) + +unwrap 后加 `minimize_stretch` 松弛、pack 前加 `average_islands_scale`;seam 角度参数化以支持扫描;扫描重跑前清掉上一档残留 seam。 + +**Files:** +- Modify: `Tools/ModelTranslator/bl_decimate.py:104-107`(常量区)、`:128-151`(`_unwrap_seam`) + +- [ ] **Step 1: 新增常量** + +在 `bl_decimate.py` 现有 `SEAM_ANGLE_DEG = 66.0` 一段(`:104-108`)之后追加: + +```python +SEAM_ANGLE_SWEEP = (55.0, 45.0, 35.0) # 首选 66° 不过门时依次下探的 seam 角度 +STRETCH_ITERS = 30 # minimize_stretch 松弛迭代次数 +UV_PREVIEW_SIZE = 1024 # UV 观察图边长(px) +UV_PREVIEW_OPACITY = 0.25 # UV 观察图填充不透明度 +UV_LAYOUT_ADDONS = ("io_mesh_uv_layout", + "bl_ext.blender_org.io_mesh_uv_layout") # export_layout 依赖的 add-on 候选名 +``` + +(若 Task 1 探针确认了确切 add-on 名,把它放在元组首位。) + +- [ ] **Step 2: 替换 `_unwrap_seam`** + +将 `bl_decimate.py:128-151` 的整个 `_unwrap_seam` 替换为: + +```python +def _unwrap_seam(obj, warnings, seam_angle_deg=SEAM_ANGLE_DEG): + """锐边标 seam -> MINIMUM_STRETCH/ANGLE_BASED 展开 -> 松弛 -> 纹素均衡 -> pack。 + seam_angle_deg 可变以支持角度扫描;重跑前清掉上一档残留 seam。""" + import bpy + import math + _clear_uv_layers(obj.data) + obj.data.uv_layers.new() + bpy.context.view_layer.objects.active = obj + bpy.ops.object.mode_set(mode='EDIT') + bpy.ops.mesh.select_mode(type='EDGE') + # 清掉上一档角度残留 seam(同一对象多角度扫描时必须) + bpy.ops.mesh.select_all(action='SELECT') + bpy.ops.mesh.mark_seam(clear=True) + # 锐边标 seam:接缝只落在硬边处,平滑区域保持整岛 + bpy.ops.mesh.select_all(action='DESELECT') + bpy.ops.mesh.edges_select_sharp(sharpness=math.radians(seam_angle_deg)) + bpy.ops.mesh.mark_seam(clear=False) + bpy.ops.mesh.select_all(action='SELECT') + try: + bpy.ops.uv.unwrap(method='MINIMUM_STRETCH', margin=PACK_MARGIN) + except TypeError: # 老版本无 SLIM 枚举 + warnings.append("MINIMUM_STRETCH 不可用,展开改用 ANGLE_BASED") + bpy.ops.uv.unwrap(method='ANGLE_BASED', margin=PACK_MARGIN) + try: # 角度松弛:压翻转/拉伸 + bpy.ops.uv.minimize_stretch(iterations=STRETCH_ITERS) + except (RuntimeError, TypeError) as e: + warnings.append("minimize_stretch 不可用(%s),跳过松弛" % e) + try: # 统一纹素密度,避免大岛霸占分辨率 + bpy.ops.uv.average_islands_scale() + except RuntimeError as e: + warnings.append("average_islands_scale 不可用(%s),跳过纹素均衡" % e) + try: + bpy.ops.uv.pack_islands(rotate=True, margin=PACK_MARGIN) + except RuntimeError: # headless 上下文不满足时靠 unwrap 自带打包 + warnings.append("pack_islands 不可用,沿用 unwrap 自带布局") + bpy.ops.object.mode_set(mode='OBJECT') +``` + +- [ ] **Step 3: 语法自检** + +Run: +```bash +cd "d:/UD/AI/AIC#Project/Tools/ModelTranslator" && python -c "import ast; ast.parse(open('bl_decimate.py', encoding='utf-8').read()); print('OK')" +``` +Expected: `OK` + +- [ ] **Step 4: 单测不回归** + +Run: +```bash +cd "d:/UD/AI/AIC#Project/Tools/ModelTranslator" && python -m unittest tests.test_bl_decimate -v +``` +Expected: 全部 PASS(纯函数区未受影响) + +- [ ] **Step 5: 提交** + +```bash +cd "d:/UD/AI/AIC#Project" && git add Tools/ModelTranslator/bl_decimate.py && git commit -m "ModelTranslator: _unwrap_seam 加松弛+纹素均衡,seam 角度参数化 + +Co-Authored-By: Claude Opus 4.8 (1M context) " +``` + +--- + +## Task 4: `_do_unwrap` 分级抢救(角度扫描) + +首选 seam@66 过门则直接用;不过则依次扫 55/45/35,收集候选,用 `pick_best_candidate` 取过门且岛最少者并重跑恢复其 UV;全失败退 smart。UVPM 只在最终选定 UV 上跑一次。 + +**Files:** +- Modify: `Tools/ModelTranslator/bl_decimate.py:267-285`(`_do_unwrap`) + +- [ ] **Step 1: 替换 `_do_unwrap`** + +将 `bl_decimate.py:267-285` 的整个 `_do_unwrap` 替换为: + +```python +def _do_unwrap(obj, mode, warnings): + """按模式展开:seam 首选 66° 过门即用;否则扫 SEAM_ANGLE_SWEEP, + 取过门且岛数最少者(重跑恢复其 UV);全失败退 smart。排布 UVPM4 增强, + 只在最终 UV 上跑一次,失败保底内置 pack。返回 uv 指标 dict(含 mode)。""" + if mode == "seam": + angles = [SEAM_ANGLE_DEG] + list(SEAM_ANGLE_SWEEP) + candidates = [] + for ang in angles: + _unwrap_seam(obj, warnings, seam_angle_deg=ang) + m = _collect_uv_metrics(obj) + m["angle"] = ang + candidates.append(m) + if uv_gate_ok(m["flipped"], m["overlap"]): + break # 该档已过门;更低角度只会更碎,无需再试 + best = pick_best_candidate(candidates) + if best is not None: + if best["angle"] != candidates[-1]["angle"]: + # 选中档不是最后跑的那档,重跑恢复其 UV(_unwrap_seam 会覆盖) + _unwrap_seam(obj, warnings, seam_angle_deg=best["angle"]) + uvpm = _uvpm_repack(obj, warnings) + m = _collect_uv_metrics(obj) + m["mode"] = uvpm_mode_label("seam@%d" % int(best["angle"]), uvpm) + return m + warnings.append("所有 seam 角度(%s)均未过质量门,回退 smart_project" + % "、".join("%d°" % int(a) for a in angles)) + mode = "smart_fallback" + _unwrap_smart(obj) + uvpm = _uvpm_repack(obj, warnings) + m = _collect_uv_metrics(obj) + m["mode"] = uvpm_mode_label(mode if mode == "smart_fallback" else "smart", uvpm) + return m +``` + +- [ ] **Step 2: 语法自检** + +Run: +```bash +cd "d:/UD/AI/AIC#Project/Tools/ModelTranslator" && python -c "import ast; ast.parse(open('bl_decimate.py', encoding='utf-8').read()); print('OK')" +``` +Expected: `OK` + +- [ ] **Step 3: 端到端跑 gargoyle(验证扫描逻辑)** + +Run: +```bash +cd "d:/UD/AI/AIC#Project/Tools/ModelTranslator" && python model_decimate.py src/gargoyle.fbx --tris 1000 +``` +Expected: 成功输出面数与 UV 行;`模式` 为 `seam@NN+uvpm`(某档走通)**或** `smart_fallback+uvpm`(全失败退回,且日志有「所有 seam 角度…均未过质量门」警告)。对比改动前基线(smart_fallback,324 岛,翻转 0/重叠 2.3%)——记录新岛数/翻转/重叠。 + +- [ ] **Step 4: 回归第二个模型(确认首选路径未坏)** + +Run: +```bash +cd "d:/UD/AI/AIC#Project/Tools/ModelTranslator" && python model_decimate.py src/well1500.fbx --tris 5000 +``` +Expected: 成功;`模式` 合理(seam@66 或某档 / smart_fallback),无异常退出。 + +- [ ] **Step 5: 提交** + +```bash +cd "d:/UD/AI/AIC#Project" && git add Tools/ModelTranslator/bl_decimate.py && git commit -m "ModelTranslator: _do_unwrap 改角度扫描分级抢救,取过门且岛最少者 + +Co-Authored-By: Claude Opus 4.8 (1M context) " +``` + +--- + +## Task 5: UV 线框观察图导出 + +最终 UV 定下后用 `export_layout` 导出 `<名>_low_uv.png`;`main()` 接线并写入 MT_SUMMARY。 + +**Files:** +- Modify: `Tools/ModelTranslator/bl_decimate.py`(新增 `_ensure_uv_layout_addon` / `_export_uv_layout`;`main()` 接线 + summary 字段) + +- [ ] **Step 1: 新增导出函数** + +在 `bl_decimate.py` 的 `_do_unwrap` 之后、`main` 之前新增: + +```python +def _ensure_uv_layout_addon(): + """启用 UV Layout 导出 add-on(export_layout 依赖,factory-startup 默认关闭)。 + 返回是否有一个候选启用成功。""" + import addon_utils + for name in UV_LAYOUT_ADDONS: + try: + if addon_utils.enable(name, default_set=True) is not None: + return True + except Exception: + continue + return False + + +def _export_uv_layout(obj, uv_png_path, warnings): + """导出 UV 线框观察图 PNG;任何失败记警告返回 False,不中断主流程。""" + import bpy + if not _ensure_uv_layout_addon(): + warnings.append("UV Layout add-on 不可用,跳过观察图导出") + return False + try: + bpy.context.view_layer.objects.active = obj + bpy.ops.object.mode_set(mode='EDIT') + bpy.ops.mesh.select_all(action='SELECT') + bpy.ops.uv.select_all(action='SELECT') + bpy.ops.uv.export_layout(filepath=uv_png_path, mode='PNG', + size=(UV_PREVIEW_SIZE, UV_PREVIEW_SIZE), + opacity=UV_PREVIEW_OPACITY) + return True + except (RuntimeError, SystemError, TypeError) as e: + warnings.append("UV 观察图导出失败(%s)" % e) + return False + finally: + if obj.mode != 'OBJECT': + bpy.ops.object.mode_set(mode='OBJECT') +``` + +- [ ] **Step 2: `main()` 接线** + +在 `bl_decimate.py:325` 的 `uv_info = _do_unwrap(obj, unwrap_mode, warnings)` 之后、`out_dir = ...` 之前插入: + +```python + uv_png = os.path.splitext(os.path.abspath(out_fbx))[0] + "_uv.png" + uv_preview = uv_png if _export_uv_layout(obj, uv_png, warnings) else None +``` + +- [ ] **Step 3: summary 增加字段** + +将 `main()` 末尾 `print("MT_SUMMARY " + json.dumps({...}))` 的 dict(`bl_decimate.py:332-335`)改为包含 `uv_preview`: + +```python + print("MT_SUMMARY " + json.dumps( + {"src": os.path.basename(src), "fbx": os.path.basename(out_fbx), + "tris_before": orig, "tris_after": cur, "target": target, + "uv": uv_info, "uv_preview": uv_preview, "warnings": warnings}, + ensure_ascii=False)) +``` + +- [ ] **Step 4: 语法自检** + +Run: +```bash +cd "d:/UD/AI/AIC#Project/Tools/ModelTranslator" && python -c "import ast; ast.parse(open('bl_decimate.py', encoding='utf-8').read()); print('OK')" +``` +Expected: `OK` + +- [ ] **Step 5: 端到端确认观察图生成** + +Run: +```bash +cd "d:/UD/AI/AIC#Project/Tools/ModelTranslator" && python model_decimate.py src/gargoyle.fbx --tris 1000 && ls -la src/gargoyle_low_uv.png +``` +Expected: 命令成功;`src/gargoyle_low_uv.png` 存在且非空。用 Read 工具打开图片肉眼确认是 UV 线框(岛分布可读)。 + +- [ ] **Step 6: 提交** + +```bash +cd "d:/UD/AI/AIC#Project" && git add Tools/ModelTranslator/bl_decimate.py && git commit -m "ModelTranslator: 导出 <名>_low_uv.png UV 线框观察图 + +Co-Authored-By: Claude Opus 4.8 (1M context) " +``` + +--- + +## Task 6: CLI 打印观察图路径 + +`model_decimate.py` 日志追加 UV 观察图路径行。 + +**Files:** +- Modify: `Tools/ModelTranslator/model_decimate.py:36`(`for w in s["warnings"]` 循环之前) + +- [ ] **Step 1: 追加打印** + +在 `model_decimate.py` 的 UV 指标打印(`:34-35`)之后、`for w in s["warnings"]:`(`:36`)之前插入: + +```python + if s.get("uv_preview"): + print(" UV 观察图: %s" % s["uv_preview"]) +``` + +- [ ] **Step 2: 端到端确认打印** + +Run: +```bash +cd "d:/UD/AI/AIC#Project/Tools/ModelTranslator" && python model_decimate.py src/gargoyle.fbx --tris 1000 +``` +Expected: 日志含 `UV 观察图: ...gargoyle_low_uv.png` 一行。 + +- [ ] **Step 3: 提交** + +```bash +cd "d:/UD/AI/AIC#Project" && git add Tools/ModelTranslator/model_decimate.py && git commit -m "ModelTranslator: model_decimate CLI 打印 UV 观察图路径 + +Co-Authored-By: Claude Opus 4.8 (1M context) " +``` + +--- + +## Task 7: README 更新 + +补充展开增强与观察图说明,保持文档与行为一致。 + +**Files:** +- Modify: `Tools/ModelTranslator/README.md:49`(model_decimate.py 说明段) + +- [ ] **Step 1: 更新 model_decimate.py 说明** + +将 `README.md:49` 那条 `**model_decimate.py**:…` 说明中的展开描述更新为反映新行为,追加两点: + +```markdown +- **model_decimate.py**:多 mesh 自动 join;三角化后 Decimate(collapse) 减到 `--tris`(±3%,最多 2 轮修正);旧 UV 全删后重展——默认锐边 seam 整岛展开(SLIM 展开后 `minimize_stretch` 松弛 + `average_islands_scale` 纹素均衡),质量门不达标(翻转 >2% 或重叠 >8%)先按更低 seam 角度扫描(55/45/35°)取过门且岛数最少者抢救,全失败才回退 Smart UV Project,`--unwrap smart` 可直接选投影式展开;排布默认用 UVPackmaster 4 重排(只在最终选定 UV 上跑一次),UVPM4 不可用自动沿用内置 pack_islands 布局;输出 `<名>_low.fbx`(`-o` 改目录)与 `<名>_low_uv.png`(UV 线框观察图,便于人工查阅切分/排布/碎岛),日志报 UV 岛数/利用率与实际生效的 seam 角度 +``` + +- [ ] **Step 2: 提交** + +```bash +cd "d:/UD/AI/AIC#Project" && git add Tools/ModelTranslator/README.md && git commit -m "ModelTranslator: README 补充展开增强与 UV 观察图说明 + +Co-Authored-By: Claude Opus 4.8 (1M context) " +``` + +--- + +## Task 8: 最终验证 + +- [ ] **Step 1: 全量单测** + +Run: +```bash +cd "d:/UD/AI/AIC#Project/Tools/ModelTranslator" && python -m unittest tests.test_bl_decimate tests.test_unity_assets -v +``` +Expected: 全部 PASS + +- [ ] **Step 2: 端到端 + 观察图肉眼确认** + +Run: +```bash +cd "d:/UD/AI/AIC#Project/Tools/ModelTranslator" && python model_decimate.py src/gargoyle.fbx --tris 1000 && ls -la src/gargoyle_low_uv.png +``` +Expected:命令成功;日志有 `模式`、UV 指标、`UV 观察图:` 行;`gargoyle_low_uv.png` 存在。用 Read 打开图片确认线框可读。 + +- [ ] **Step 3: 记录前后对比** + +在最终汇报里给出改动前(基线 smart_fallback / 324 岛 / 翻转 0% / 重叠 2.3% / 利用率 77.6%)vs 改动后(实际 mode / 岛数 / 翻转 / 重叠 / 利用率)的对比表。 + +--- + +## Self-Review 记录 + +- **Spec 覆盖**:①松弛+纹素均衡→Task 3;②角度扫描分级抢救→Task 2(纯函数)+Task 4;③UV 线框观察图→Task 5;CLI 打印→Task 6;错误处理表→各 Blender 任务的 try/except;实现首步验证项→Task 1 spike;README→Task 7;测试/验收→Task 2/4/5/8。全部有对应任务。 +- **占位符**:无 TBD/TODO;每个代码步给出完整代码与确切命令、预期输出。 +- **类型/命名一致**:`pick_best_candidate`(Task 2 定义,Task 4 调用一致);`_unwrap_seam(obj, warnings, seam_angle_deg=...)`(Task 3 定义,Task 4 调用一致);`_export_uv_layout`/`_ensure_uv_layout_addon`(Task 5 定义与调用一致);`uv_preview` 字段(Task 5 产出,Task 6 消费,键名一致);常量 `SEAM_ANGLE_SWEEP`/`STRETCH_ITERS`/`UV_PREVIEW_SIZE`/`UV_PREVIEW_OPACITY`/`UV_LAYOUT_ADDONS`(Task 3 定义,Task 4/5 使用一致)。 +- **已知风险**:三个新算子/add-on 的 headless 可用性由 Task 1 先验;不可用则既有 try/except 降级,不中断。