v2.1 灵感库 + AI Agent 面板合并（含自动更新重新接入）

.gitignore

@@ -0,0 +1,12 @@
+# 敏感信息
+API/.env
+
+# 运行时数据
+assets/
+data/
+
+# 系统文件
+.DS_Store
+__pycache__/
+*.pyc
+history.json

.qoder/better-loop/2026-07-21/160331-infinite-canvas/canvas.json

@@ -0,0 +1,123 @@
+{
+  "schemaVersion": 1,
+  "summary": {
+    "evidenceMode": "session-limited",
+    "evidenceBoundary": {
+      "manifest": {
+        "schemaVersion": 2,
+        "sourceFingerprint": "7254844991a82cce",
+        "adapterVersion": "qoder-task-loop-source-v2",
+        "platform": "qoder",
+        "selection": {
+          "strategy": "all-eligible",
+          "eligibleCount": 0,
+          "analyzedCount": 0,
+          "confidence": "Low"
+        }
+      },
+      "deliveryEvidenceLevels": [],
+      "sourceGaps": []
+    },
+    "semanticFacets": {
+      "schemaVersion": 1,
+      "status": "supplementary",
+      "entries": [
+        {
+          "id": "session-insight:source-coverage",
+          "kind": "redacted-summary",
+          "episodeRef": null,
+          "status": "candidate",
+          "labels": [
+            "source-coverage",
+            "Low"
+          ],
+          "summary": "Analyzed 0 of 0 sessions; 0/5 enabled source roots exist. Use this as the current workspace evidence boundary for final insight cards.",
+          "evidenceRefs": [],
+          "modelVersion": "session-insights-v1"
+        },
+        {
+          "id": "session-insight:validation-behavior",
+          "kind": "redacted-summary",
+          "episodeRef": null,
+          "status": "candidate",
+          "labels": [
+            "validation-behavior",
+            "Low"
+          ],
+          "summary": "No validation command category was observed in the analyzed session sample. Inspect more sessions or add explicit validation guidance before claiming validation-after-edit behavior.",
+          "evidenceRefs": [],
+          "modelVersion": "session-insights-v1"
+        },
+        {
+          "id": "session-insight:post-edit-validation",
+          "kind": "rework-correction",
+          "episodeRef": null,
+          "status": "candidate",
+          "labels": [
+            "post-edit-validation",
+            "Low"
+          ],
+          "summary": "No edit event was observed in the analyzed sample. Inspect more sessions before making claims about edit or validation habits.",
+          "evidenceRefs": [],
+          "modelVersion": "session-insights-v1"
+        },
+        {
+          "id": "session-insight:execution-friction",
+          "kind": "friction-taxonomy",
+          "episodeRef": null,
+          "status": "candidate",
+          "labels": [
+            "execution-friction",
+            "Low"
+          ],
+          "summary": "No strong execution friction signal in the analyzed sample. Keep friction claims narrow unless additional failed commands, rejected actions, or warnings are inspected.",
+          "evidenceRefs": [],
+          "modelVersion": "session-insights-v1"
+        }
+      ]
+    },
+    "learningCapture": {
+      "schemaVersion": 1,
+      "state": "N/A",
+      "summary": "暂不适用——需要两个可比的观察窗口和一次改进对比。",
+      "interventions": []
+    }
+  },
+  "dimensions": [
+    {
+      "id": "task-understanding"
+    },
+    {
+      "id": "controlled-execution"
+    },
+    {
+      "id": "change-validation"
+    },
+    {
+      "id": "reliable-delivery"
+    },
+    {
+      "id": "learning-capture"
+    }
+  ],
+  "findings": [
+    {
+      "id": "agent-context-entrypoint-missing"
+    },
+    {
+      "id": "monolith-scope-localization"
+    },
+    {
+      "id": "no-automated-validation"
+    },
+    {
+      "id": "no-quality-enforcement-gate"
+    },
+    {
+      "id": "dependency-not-pinned"
+    },
+    {
+      "id": "no-change-acceptance-path"
+    }
+  ]
+}

.qoder/better-loop/2026-07-21/160331-infinite-canvas/findings.json

@@ -0,0 +1,191 @@
+{
+  "summary": {
+    "projectName": "Infinite-Canvas",
+    "locale": "zh-CN",
+    "modelId": "agent-work-loop-v4",
+    "reportContractVersion": 24,
+    "overview": "Infinite-Canvas 是一个 FastAPI 单体项目，具备基本启动脚本和依赖声明，但缺乏 agent 上下文指引、自动化验证、质量门禁和变更验收机制。本次审查为 session-limited 模式（无合格会话），结论仅基于项目静态证据。",
+    "aiAgentPractice": {
+      "inspectedSurfaces": [
+        "Workflows",
+        "Plugins",
+        "Memories"
+      ],
+      "coverageRows": [
+        {
+          "surface": "Workflows",
+          "scopes": [
+            "Project"
+          ],
+          "count": 7,
+          "paths": [
+            "workflows/2511.json",
+            "workflows/Flux2-Klein.json",
+            "workflows/LTXDirectorv2-API.json",
+            "workflows/upscale.json",
+            "workflows/Z-Image.json",
+            "workflows/Z-Image-Enhance.json",
+            "workflows/LTXDirectorv2-API.config.json"
+          ]
+        },
+        {
+          "surface": "Plugins",
+          "scopes": [
+            "Plugin"
+          ],
+          "count": 2,
+          "paths": [
+            "better-loop",
+            "qoder-create-plugin"
+          ]
+        },
+        {
+          "surface": "Memories",
+          "scopes": [
+            "Project"
+          ],
+          "count": 2,
+          "paths": [
+            "~/.qoder/memories/019f6f6d/projects/Users-yangfan-Desktop-Infinite-Canvas/project_introduction/Infinite-Canvas_AI_Agent项目概述.md",
+            "~/.qoder/memories/019f6f6d/projects/Users-yangfan-Desktop-Infinite-Canvas/project_tech_stack/Python后端技术栈与协议支持.md"
+          ]
+        }
+      ]
+    },
+    "suggestions": [],
+    "assignmentSummaries": [],
+    "dimensions": [
+      {
+        "id": "task-understanding",
+        "label": "任务理解",
+        "score": 25,
+        "summary": "README 提供了 fork 约束等基本信息，但无 agent 指令文件或模块化结构，agent 无法高效定位任务边界和风险区域。",
+        "findingRefs": [
+          "agent-context-entrypoint-missing",
+          "monolith-scope-localization"
+        ]
+      },
+      {
+        "id": "controlled-execution",
+        "label": "可控执行",
+        "score": 30,
+        "summary": "存在一键启动脚本和基本依赖声明，但依赖未锁定版本，无 doctor/reset 路径，环境可复现性不足。",
+        "findingRefs": [
+          "dependency-not-pinned"
+        ]
+      },
+      {
+        "id": "change-validation",
+        "label": "改动验证",
+        "score": 5,
+        "summary": "项目中不存在任何测试、lint、typecheck 或 CI 配置，agent 变更后无任何自动化反馈信号。",
+        "findingRefs": [
+          "no-automated-validation"
+        ]
+      },
+      {
+        "id": "reliable-delivery",
+        "label": "可靠交付",
+        "score": 10,
+        "summary": "无 CI 流水线、分支保护、PR 验收路径或回滚机制，变更可直接合入主分支而无机械化检查。",
+        "findingRefs": [
+          "no-quality-enforcement-gate",
+          "no-change-acceptance-path"
+        ]
+      },
+      {
+        "id": "learning-capture",
+        "label": "经验沉淀",
+        "score": 35,
+        "summary": "存在 2 条项目记忆和 7 个工作流资产，但无可观察的循环检测、复用改进或后续验证证据。",
+        "findingRefs": []
+      }
+    ]
+  },
+  "findings": [
+    {
+      "id": "agent-context-entrypoint-missing",
+      "title": "缺少 Agent 上下文入口文件",
+      "severity": "Medium",
+      "reason": "项目无 AGENTS.md、CLAUDE.md 或等效的 agent 指令文件。agent 无法从项目结构中获得任务边界、高风险区域、模块职责或下一步指引，只能依赖通读 README 和遍历目录推断上下文。",
+      "expectedOutput": [
+        "创建一个结构化的 agent 入口文件，覆盖项目定位、目录说明、启动路径、高风险区域和任务路由。"
+      ],
+      "expectedArtifact": "AGENTS.md",
+      "aiFixPrompt": "/better-loop fix this issue\n\n为 Infinite-Canvas 创建一个简洁的 AGENTS.md 入口文件（80-150 行），包含：项目定位、目录职责、启动命令、高风险区域、常见任务路径。\n\n## Validation\n\n- 确认文件存在且内容覆盖上述五个部分\n- 确认命令与 mac-启动服务.sh 和 main.py 一致",
+      "dimensionRefs": [
+        "task-understanding"
+      ]
+    },
+    {
+      "id": "monolith-scope-localization",
+      "title": "17,787 行单文件单体阻碍变更范围定位",
+      "severity": "High",
+      "reason": "main.py 包含全部路由、WebSocket 管理、LLM 调用、生图逻辑和文件处理（17,787 行），无模块或包拆分。agent 无法通过目录结构定位变更范围，任何修改都需要在巨大单文件中搜索目标，增加误改风险。",
+      "expectedOutput": [
+        "将 main.py 按功能域拆分为独立模块，每个模块职责单一，agent 可通过目录结构定位变更范围。"
+      ],
+      "expectedArtifact": "模块拆分方案",
+      "aiFixPrompt": "/better-loop fix this issue\n\n制定 main.py 的模块拆分方案：按功能域（路由、WebSocket、LLM、生图、文件处理）拆分为独立模块，保持现有 API 兼容。\n\n## Validation\n\n- 服务正常启动且端口 3000 可访问\n- 各模块可独立导入无循环依赖",
+      "dimensionRefs": [
+        "task-understanding"
+      ]
+    },
+    {
+      "id": "no-automated-validation",
+      "title": "无任何自动化验证手段",
+      "severity": "High",
+      "reason": "项目中不存在测试文件、lint 配置（ruff/flake8）、类型检查（mypy/pyright）或 CI 流水线。agent 变更后唯一的反馈是「服务是否启动不报错」，无法检测逻辑回归、类型错误或代码风格问题。",
+      "expectedOutput": [
+        "配置 ruff lint 和 pytest 冒烟测试，agent 变更后可在 2 分钟内获得可操作的反馈信号。"
+      ],
+      "expectedArtifact": "验证配置",
+      "aiFixPrompt": "/better-loop fix this issue\n\n为项目添加最小验证层：1) 配置 ruff 作为 linter；2) 添加 pytest 及至少覆盖核心路由的冒烟测试；3) 在 requirements.txt 中声明开发依赖。\n\n## Validation\n\n- ruff check 可运行并输出可操作的诊断\n- pytest 至少有一个通过的冒烟测试\n- 验证命令可在 2 分钟内完成",
+      "dimensionRefs": [
+        "change-validation"
+      ]
+    },
+    {
+      "id": "no-quality-enforcement-gate",
+      "title": "无质量执行门禁",
+      "severity": "Medium",
+      "reason": "无 pre-commit hooks、CI pipeline、schema 校验或架构边界检查。质量完全依赖人工审查，agent 产出的代码无机械化拦截路径，违反约束的变更可无阻碍地进入代码库。",
+      "expectedOutput": [
+        "配置 pre-commit hook，在提交前自动运行 lint 检查，违规时阻止提交并给出修复方向。"
+      ],
+      "expectedArtifact": "质量门禁配置",
+      "aiFixPrompt": "/better-loop fix this issue\n\n添加最小质量门禁：1) 配置 pre-commit hook 运行 ruff check；2) 添加基本的 .pre-commit-config.yaml。\n\n## Validation\n\n- pre-commit run --all-files 可执行\n- 违规时输出包含文件和规则信息",
+      "dimensionRefs": [
+        "reliable-delivery"
+      ]
+    },
+    {
+      "id": "dependency-not-pinned",
+      "title": "依赖未锁定版本，环境不可复现",
+      "severity": "Medium",
+      "reason": "requirements.txt 中 7 个依赖均无版本约束（无 == 或 >= 限定），无 pip-tools/poetry lockfile。不同时间或环境安装可能产生不兼容版本，agent 无法保证确定性环境复现。",
+      "expectedOutput": [
+        "生成带版本约束的依赖文件，确保不同环境安装结果一致。"
+      ],
+      "expectedArtifact": "锁定的依赖文件",
+      "aiFixPrompt": "/better-loop fix this issue\n\n锁定依赖版本：1) 使用 pip freeze 或 pip-compile 生成带版本约束的 requirements.txt；2) 或迁移到 poetry/pip-tools 管理 lockfile。\n\n## Validation\n\n- requirements.txt 中每个依赖有明确版本约束\n- 从 lockfile 安装后服务正常启动",
+      "dimensionRefs": [
+        "controlled-execution"
+      ]
+    },
+    {
+      "id": "no-change-acceptance-path",
+      "title": "无变更验收路径和安全边界",
+      "severity": "Medium",
+      "reason": "无分支保护、PR 模板、CODEOWNERS 或合并前检查。agent 产出的变更可直接合入主分支而无验收步骤。同时 data/ 目录下的运行时数据虽被 .gitignore 排除但存在于工作目录，agent 操作可能意外修改用户数据而无感知。",
+      "expectedOutput": [
+        "声明变更验收路径和运行时数据操作边界，agent 产出变更有明确的验收步骤。"
+      ],
+      "expectedArtifact": "验收流程文档",
+      "aiFixPrompt": "/better-loop fix this issue\n\n建立最小变更验收路径：1) 在 README 或 AGENTS.md 中声明变更需通过分支+PR 流程；2) 对 data/ 目录添加操作边界说明。\n\n## Validation\n\n- 文档中明确了变更验收流程\n- data/ 目录的操作边界有明确说明",
+      "dimensionRefs": [
+        "reliable-delivery"
+      ]
+    }
+  ]
+}