# bastra-recall - Doramagic AI Context Pack

> 定位：安装前体验与判断资产。它帮助宿主 AI 有一个好的开始，但不代表已经安装、执行或验证目标项目。

## 充分原则

- **充分原则，不是压缩原则**：AI Context Pack 应该充分到让宿主 AI 在开工前理解项目价值、能力边界、使用入口、风险和证据来源；它可以分层组织，但不以最短摘要为目标。
- **压缩策略**：只压缩噪声和重复内容，不压缩会影响判断和开工质量的上下文。

## 给宿主 AI 的使用方式

你正在读取 Doramagic 为 bastra-recall 编译的 AI Context Pack。请把它当作开工前上下文：帮助用户理解适合谁、能做什么、如何开始、哪些必须安装后验证、风险在哪里。不要声称你已经安装、运行或执行了目标项目。

## Claim 消费规则

- **事实来源**：Repo Evidence + Claim/Evidence Graph；Human Wiki 只提供显著性、术语和叙事结构。
- **事实最低状态**：`supported`
- `supported`：可以作为项目事实使用，但回答中必须引用 claim_id 和证据路径。
- `weak`：只能作为低置信度线索，必须要求用户继续核实。
- `inferred`：只能用于风险提示或待确认问题，不能包装成项目事实。
- `unverified`：不得作为事实使用，应明确说证据不足。
- `contradicted`：必须展示冲突来源，不得替用户强行选择一个版本。

## 它最适合谁

- **正在使用 Claude/Codex/Cursor/Gemini 等宿主 AI 的开发者**：README 或插件配置提到多个宿主 AI。 证据：`README.md` Claim：`clm_0003` supported 0.86
- **希望把专业流程带进宿主 AI 的用户**：仓库包含 Skill 文档。 证据：`packages/skill/SKILL.md` Claim：`clm_0004` supported 0.86

## 它能做什么

- **AI Skill / Agent 指令资产库**（可做安装前预览）：项目包含可被宿主 AI 读取的 Skill 或 Agent 指令文件，可用于把专业流程带入 Claude、Codex、Cursor 等宿主。 证据：`packages/skill/SKILL.md` Claim：`clm_0001` supported 0.86
- **命令行启动或安装流程**（需要安装后验证）：项目文档中存在可执行命令，真实使用需要在本地或宿主环境中运行这些命令。 证据：`README.md`, `packages/bastra-recall/README.md`, `packages/daemon/README.md` Claim：`clm_0002` supported 0.86

## 怎么开始

- `git clone https://github.com/n0mad-ai/bastra-recall.git` 证据：`README.md` Claim：`clm_0005` supported 0.86
- `npx bastra-recall install           # zero-install: guided setup with selection lists` 证据：`README.md` Claim：`clm_0006` supported 0.86
- `npx bastra-recall install all       # direct: all clients (script-friendly, add --yes for CI)` 证据：`README.md` Claim：`clm_0007` supported 0.86
- `npm install -g bastra-recall` 证据：`README.md` Claim：`clm_0008` supported 0.86
- `npx bastra-recall install           # ohne Installation: geführtes Setup mit Auswahllisten` 证据：`README.md` Claim：`clm_0009` supported 0.86
- `npx bastra-recall install all       # direkt: alle Clients (skript-tauglich, --yes für CI)` 证据：`README.md` Claim：`clm_0010` supported 0.86
- `npx bastra-recall install` 证据：`packages/bastra-recall/README.md` Claim：`clm_0006` supported 0.86, `clm_0007` supported 0.86, `clm_0009` supported 0.86, `clm_0010` supported 0.86 等
- `curl -sS http://127.0.0.1:6723/health` 证据：`packages/daemon/README.md` Claim：`clm_0012` supported 0.86

## 继续前判断卡

- **当前建议**：需要管理员/安全审批
- **为什么**：继续前可能涉及密钥、账号、外部服务或敏感上下文，建议先经过管理员或安全审批。

### 30 秒判断

- **现在怎么做**：需要管理员/安全审批
- **最小安全下一步**：先跑 Prompt Preview；若涉及凭证或企业环境，先审批再试装
- **先别相信**：工具权限边界不能在安装前相信。
- **继续会触碰**：命令执行、宿主 AI 配置、本地环境或项目文件

### 现在可以相信

- **适合人群线索：正在使用 Claude/Codex/Cursor/Gemini 等宿主 AI 的开发者**（supported）：有 supported claim 或项目证据支撑，但仍不等于真实安装效果。 证据：`README.md` Claim：`clm_0003` supported 0.86
- **适合人群线索：希望把专业流程带进宿主 AI 的用户**（supported）：有 supported claim 或项目证据支撑，但仍不等于真实安装效果。 证据：`packages/skill/SKILL.md` Claim：`clm_0004` supported 0.86
- **能力存在：AI Skill / Agent 指令资产库**（supported）：可以相信项目包含这类能力线索；是否适合你的具体任务仍要试用或安装后验证。 证据：`packages/skill/SKILL.md` Claim：`clm_0001` supported 0.86
- **能力存在：命令行启动或安装流程**（supported）：可以相信项目包含这类能力线索；是否适合你的具体任务仍要试用或安装后验证。 证据：`README.md`, `packages/bastra-recall/README.md`, `packages/daemon/README.md` Claim：`clm_0002` supported 0.86
- **存在 Quick Start / 安装命令线索**（supported）：可以相信项目文档出现过启动或安装入口；不要因此直接在主力环境运行。 证据：`README.md` Claim：`clm_0005` supported 0.86

### 现在还不能相信

- **工具权限边界不能在安装前相信。**（unverified）：MCP/tool 类项目通常会触碰文件、网络、浏览器或外部 API，必须真实检查权限和日志。
- **真实输出质量不能在安装前相信。**（unverified）：Prompt Preview 只能展示引导方式，不能证明真实项目中的结果质量。
- **宿主 AI 版本兼容性不能在安装前相信。**（unverified）：Claude、Cursor、Codex、Gemini 等宿主加载规则和版本差异必须在真实环境验证。
- **不会污染现有宿主 AI 行为，不能直接相信。**（inferred）：Skill、plugin、AGENTS/CLAUDE/GEMINI 指令可能改变宿主 AI 的默认行为。 证据：`packages/skill/SKILL.md`
- **可安全回滚不能默认相信。**（unverified）：除非项目明确提供卸载和恢复说明，否则必须先在隔离环境验证。
- **真实安装后是否与用户当前宿主 AI 版本兼容？**（unverified）：兼容性只能通过实际宿主环境验证。
- **项目输出质量是否满足用户具体任务？**（unverified）：安装前预览只能展示流程和边界，不能替代真实评测。
- **安装命令是否需要网络、权限或全局写入？**（unverified）：这影响企业环境和个人环境的安装风险。 证据：`README.md`

### 继续会触碰什么

- **命令执行**：包管理器、网络下载、本地插件目录、项目配置或用户主目录。 原因：运行第一条命令就可能产生环境改动；必须先判断是否值得跑。 证据：`README.md`, `packages/bastra-recall/README.md`, `packages/daemon/README.md`
- **宿主 AI 配置**：Claude/Codex/Cursor/Gemini/OpenCode 等宿主的 plugin、Skill 或规则加载配置。 原因：宿主配置会改变 AI 后续工作方式，可能和用户已有规则冲突。 证据：`packages/skill/SKILL.md`
- **本地环境或项目文件**：安装结果、插件缓存、项目配置或本地依赖目录。 原因：安装前无法证明写入范围和回滚方式，需要隔离验证。 证据：`README.md`, `packages/bastra-recall/README.md`, `packages/daemon/README.md`
- **环境变量 / API Key**：项目入口文档明确出现 API key、token、secret 或账号凭证配置。 原因：如果真实安装需要凭证，应先使用测试凭证并经过权限/合规判断。 证据：`README.md`, `docs/architecture.md`, `packages/daemon/README.md`
- **宿主 AI 上下文**：AI Context Pack、Prompt Preview、Skill 路由、风险规则和项目事实。 原因：导入上下文会影响宿主 AI 后续判断，必须避免把未验证项包装成事实。

### 最小安全下一步

- **先跑 Prompt Preview**：用安装前交互式试用判断工作方式是否匹配，不需要授权或改环境。（适用：任何项目都适用，尤其是输出质量未知时。）
- **只在隔离目录或测试账号试装**：避免安装命令污染主力宿主 AI、真实项目或用户主目录。（适用：存在命令执行、插件配置或本地写入线索时。）
- **先备份宿主 AI 配置**：Skill、plugin、规则文件可能改变 Claude/Cursor/Codex 的默认行为。（适用：存在插件 manifest、Skill 或宿主规则入口时。）
- **不要使用真实生产凭证**：环境变量/API key 一旦进入宿主或工具链，可能产生账号和合规风险。（适用：出现 API、TOKEN、KEY、SECRET 等环境线索时。）
- **安装后只验证一个最小任务**：先验证加载、兼容、输出质量和回滚，再决定是否深用。（适用：准备从试用进入真实工作流时。）

### 退出方式

- **保留安装前状态**：记录原始宿主配置和项目状态，后续才能判断是否可恢复。
- **准备移除宿主 plugin / Skill / 规则入口**：如果试装后行为异常，可以把宿主 AI 恢复到试装前状态。
- **记录安装命令和写入路径**：没有明确卸载说明时，至少要知道哪些目录或配置需要手动清理。
- **准备撤销测试 API key 或 token**：测试凭证泄露或误用时，可以快速止损。
- **如果没有回滚路径，不进入主力环境**：不可回滚是继续前阻断项，不应靠信任或运气继续。

## 哪些只能预览

- 解释项目适合谁和能做什么
- 基于项目文档演示典型对话流程
- 帮助用户判断是否值得安装或继续研究

## 哪些必须安装后验证

- 真实安装 Skill、插件或 CLI
- 执行脚本、修改本地文件或访问外部服务
- 验证真实输出质量、性能和兼容性

## 边界与风险判断卡

- **把安装前预览误认为真实运行**：用户可能高估项目已经完成的配置、权限和兼容性验证。 处理方式：明确区分 prompt_preview_can_do 与 runtime_required。 Claim：`clm_0013` inferred 0.45
- **命令执行会修改本地环境**：安装命令可能写入用户主目录、宿主插件目录或项目配置。 处理方式：先在隔离环境或测试账号中运行。 证据：`README.md`, `packages/bastra-recall/README.md`, `packages/daemon/README.md` Claim：`clm_0014` supported 0.86
- **待确认**：真实安装后是否与用户当前宿主 AI 版本兼容？。原因：兼容性只能通过实际宿主环境验证。
- **待确认**：项目输出质量是否满足用户具体任务？。原因：安装前预览只能展示流程和边界，不能替代真实评测。
- **待确认**：安装命令是否需要网络、权限或全局写入？。原因：这影响企业环境和个人环境的安装风险。

## 开工前工作上下文

### 加载顺序

- 先读取 how_to_use.host_ai_instruction，建立安装前判断资产的边界。
- 读取 claim_graph_summary，确认事实来自 Claim/Evidence Graph，而不是 Human Wiki 叙事。
- 再读取 intended_users、capabilities 和 quick_start_candidates，判断用户是否匹配。
- 需要执行具体任务时，优先查 role_skill_index，再查 evidence_index。
- 遇到真实安装、文件修改、网络访问、性能或兼容性问题时，转入 risk_card 和 boundaries.runtime_required。

### 任务路由

- **AI Skill / Agent 指令资产库**：先基于 role_skill_index / evidence_index 帮用户挑选可用角色、Skill 或工作流。 边界：可做安装前 Prompt 体验。 证据：`packages/skill/SKILL.md` Claim：`clm_0001` supported 0.86
- **命令行启动或安装流程**：先说明这是安装后验证能力，再给出安装前检查清单。 边界：必须真实安装或运行后验证。 证据：`README.md`, `packages/bastra-recall/README.md`, `packages/daemon/README.md` Claim：`clm_0002` supported 0.86

### 上下文规模

- 文件总数：275
- 重要文件覆盖：40/275
- 证据索引条目：72
- 角色 / Skill 条目：1

### 证据不足时的处理

- **missing_evidence**：说明证据不足，要求用户提供目标文件、README 段落或安装后验证记录；不要补全事实。
- **out_of_scope_request**：说明该任务超出当前 AI Context Pack 证据范围，并建议用户先查看 Human Manual 或真实安装后验证。
- **runtime_request**：给出安装前检查清单和命令来源，但不要替用户执行命令或声称已执行。
- **source_conflict**：同时展示冲突来源，标记为待核实，不要强行选择一个版本。

## Prompt Recipes

### 适配判断

- 目标：判断这个项目是否适合用户当前任务。
- 预期输出：适配结论、关键理由、证据引用、安装前可预览内容、必须安装后验证内容、下一步建议。

```text
请基于 bastra-recall 的 AI Context Pack，先问我 3 个必要问题，然后判断它是否适合我的任务。回答必须包含：适合谁、能做什么、不能做什么、是否值得安装、证据来自哪里。所有项目事实必须引用 evidence_refs、source_paths 或 claim_id。
```

### 安装前体验

- 目标：让用户在安装前感受核心工作流，同时避免把预览包装成真实能力或营销承诺。
- 预期输出：一段带边界标签的体验剧本、安装后验证清单和谨慎建议；不含真实运行承诺或强营销表述。

```text
请把 bastra-recall 当作安装前体验资产，而不是已安装工具或真实运行环境。

请严格输出四段：
1. 先问我 3 个必要问题。
2. 给出一段“体验剧本”：用 [安装前可预览]、[必须安装后验证]、[证据不足] 三种标签展示它可能如何引导工作流。
3. 给出安装后验证清单：列出哪些能力只有真实安装、真实宿主加载、真实项目运行后才能确认。
4. 给出谨慎建议：只能说“值得继续研究/试装”“先补充信息后再判断”或“不建议继续”，不得替项目背书。

硬性边界：
- 不要声称已经安装、运行、执行测试、修改文件或产生真实结果。
- 不要写“自动适配”“确保通过”“完美适配”“强烈建议安装”等承诺性表达。
- 如果描述安装后的工作方式，必须使用“如果安装成功且宿主正确加载 Skill，它可能会……”这种条件句。
- 体验剧本只能写成“示例台词/假设流程”：使用“可能会询问/可能会建议/可能会展示”，不要写“已写入、已生成、已通过、正在运行、正在生成”。
- Prompt Preview 不负责给安装命令；如用户准备试装，只能提示先阅读 Quick Start 和 Risk Card，并在隔离环境验证。
- 所有项目事实必须来自 supported claim、evidence_refs 或 source_paths；inferred/unverified 只能作风险或待确认项。

```

### 角色 / Skill 选择

- 目标：从项目里的角色或 Skill 中挑选最匹配的资产。
- 预期输出：候选角色或 Skill 列表，每项包含适用场景、证据路径、风险边界和是否需要安装后验证。

```text
请读取 role_skill_index，根据我的目标任务推荐 3-5 个最相关的角色或 Skill。每个推荐都要说明适用场景、可能输出、风险边界和 evidence_refs。
```

### 风险预检

- 目标：安装或引入前识别环境、权限、规则冲突和质量风险。
- 预期输出：环境、权限、依赖、许可、宿主冲突、质量风险和未知项的检查清单。

```text
请基于 risk_card、boundaries 和 quick_start_candidates，给我一份安装前风险预检清单。不要替我执行命令，只说明我应该检查什么、为什么检查、失败会有什么影响。
```

### 宿主 AI 开工指令

- 目标：把项目上下文转成一次对话开始前的宿主 AI 指令。
- 预期输出：一段边界明确、证据引用明确、适合复制给宿主 AI 的开工前指令。

```text
请基于 bastra-recall 的 AI Context Pack，生成一段我可以粘贴给宿主 AI 的开工前指令。这段指令必须遵守 not_runtime=true，不能声称项目已经安装、运行或产生真实结果。
```

## 角色 / Skill 索引

- 共索引 1 个角色 / Skill / 项目文档条目。

- **bastra-recall**（skill）：Persistent external brain for Claude — documents PDFs, contracts, scans with OCR , personal facts appointments, decisions, items, amounts , AND code lessons / preferences / project topology. USE PROACTIVELY in three modes. 1 RECALL — whenever the user asks about anything from their past, vault, projects, or personal life, INCLUDING direct retrieval phrasings like "find...", "where is...", "when was...", "how much wa… 激活提示：当用户任务与“bastra-recall”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skill/SKILL.md`

## 证据索引

- 共索引 72 条证据。

- **Bastra.Recall**（documentation）：A persistent teammate memory for any AI assistant — across every surface. Ein persistentes Teammate-Gedächtnis für jeden AI-Assistenten — über jede Oberfläche hinweg. 证据：`README.md`
- **bastra-recall**（documentation）：Persistent recall memory for AI coding agents — Claude Code, Claude Desktop, and Cursor. This package is a thin launcher that installs and wires up bastra-recall across every MCP-capable client with one command. 证据：`packages/bastra-recall/README.md`
- **@bastra-recall/daemon**（documentation）：The MCP server + HTTP gateway behind bastra-recall. Watches a markdown vault, indexes it with BM25 + optional embeddings, and exposes a stable tool surface over both stdio MCP and HTTP REST. 证据：`packages/daemon/README.md`
- **@bastra-recall/eval — recall when marginal-lift ablation**（documentation）：@bastra-recall/eval — recall when marginal-lift ablation 证据：`packages/eval/README.md`
- **Out-of-pool predictor + stratified transfer-gate**（documentation）：Out-of-pool predictor + stratified transfer-gate 证据：`packages/eval/oop-gate/README.md`
- **@bastra-recall/statusline**（documentation）：Statusline for Claude Code, shipped with bastra-recall https://github.com/n0mad-ai/bastra-recall . 证据：`packages/statusline/README.md`
- **Package**（package_manifest）：{ "name": "bastra-recall-monorepo", "version": "0.7.0-beta.5", "description": "Workspace root for bastra-recall: OSS daemon, MCP server, and Claude Code skill — the open foundation under the Bastra Mac app.", "private": true, "license": "MIT", "engines": { "node": " =22" }, "workspaces": "packages/core", "packages/daemon", "packages/statusline", "packages/bastra-recall", "packages/eval" , "scripts": { "build": "npm run build --workspaces --if-present", "check:types": "npm run check:types --workspaces --if-present", "test": "node --import tsx --test packages/core/ tests / .test.ts packages/daemon/ tests / .test.ts packages/eval/ tests / .test.ts", "eval:lift": "npm run lift --workspace=@bast… 证据：`package.json`
- **Package**（package_manifest）：{ "name": "bastra-recall", "version": "0.7.0-beta.5", "description": "One-command installer for bastra-recall — persistent recall memory for Claude Code, Claude Desktop, and Cursor. Thin launcher for the bastra CLI.", "type": "module", "license": "MIT", "repository": { "type": "git", "url": "git+https://github.com/n0mad-ai/bastra-recall.git", "directory": "packages/bastra-recall" }, "publishConfig": { "access": "public" }, "engines": { "node": " =22" }, "bin": { "bastra": "./bin/bastra.mjs" }, "files": "bin", "README.md" , "dependencies": { "@bastra-recall/daemon": "0.7.0-beta.5" }, "keywords": "bastra", "recall", "memory", "mcp", "claude", "claude-code", "cursor" , "homepage": "https://bas… 证据：`packages/bastra-recall/package.json`
- **Package**（package_manifest）：{ "name": "@bastra-recall/core", "version": "0.7.0-beta.5", "description": "Reusable core library: vault loader, BM25 index, save memory. Used by the daemon and the Mac-app.", "type": "module", "license": "MIT", "repository": { "type": "git", "url": "git+https://github.com/n0mad-ai/bastra-recall.git", "directory": "packages/core" }, "publishConfig": { "access": "public" }, "engines": { "node": " =22" }, "main": "./dist/index.js", "types": "./dist/index.d.ts", "exports": { ".": { "types": "./dist/index.d.ts", "import": "./dist/index.js" }, "./scrub": { "types": "./dist/scrub.d.ts", "import": "./dist/scrub.js" } }, "files": "dist", "src" , "scripts": { "build": "tsc", "check:types": "tsc --no… 证据：`packages/core/package.json`
- **Package**（package_manifest）：{ "name": "@bastra-recall/daemon", "version": "0.7.0-beta.5", "description": "MCP server exposing recall + load memory over a markdown vault.", "type": "module", "license": "MIT", "repository": { "type": "git", "url": "git+https://github.com/n0mad-ai/bastra-recall.git", "directory": "packages/daemon" }, "publishConfig": { "access": "public" }, "engines": { "node": " =22" }, "bin": { "bastra": "./dist/cli.js", "bastra-recall": "./dist/index.js", "bastra-recall-mcp": "./dist/mcp-forwarder.js", "bastra-recall-bridge": "./dist/bridge.js", "bastra-recall-hook": "./dist/hook.js", "bastra-recall-session-hook": "./dist/session-hook.js", "bastra-recall-prompt-hook": "./dist/prompt-hook.js", "bastra-… 证据：`packages/daemon/package.json`
- **Package**（package_manifest）：{ "name": "@bastra-recall/eval", "version": "0.7.0-beta.5", "description": "Offline ablation harness: marginal lift of the recall when field under paraphrased held-out queries control: stripped vs treatment: x5 .", "private": true, "type": "module", "license": "MIT", "engines": { "node": " =22" }, "scripts": { "lift": "tsx src/marginal-lift.ts", "personas": "tsx src/persona-lift.ts", "bridge-transfer": "tsx src/bridge-transfer.ts", "doc2query-lift": "tsx src/doc2query-lift.ts", "check:types": "tsc --noEmit" }, "dependencies": { "@bastra-recall/core": "0.7.0-beta.5", "minisearch": "^7.1.1" }, "devDependencies": { "@types/node": "^22.20.0", "tsx": "^4.19.2", "typescript": "^6.0.3" }, "homepag… 证据：`packages/eval/package.json`
- **Package**（package_manifest）：{ "name": "@bastra-recall/statusline", "version": "0.7.0-beta.5", "description": "bastra-recall statusline for Claude Code. Statusline engine: owloops/claude-powerline MIT , with the bastra-status segment built in.", "type": "module", "license": "MIT", "repository": { "type": "git", "url": "git+https://github.com/n0mad-ai/bastra-recall.git", "directory": "packages/statusline" }, "publishConfig": { "access": "public" }, "engines": { "node": " =22" }, "main": "./dist/index.mjs", "bin": { "bastra-statusline": "./bin/claude-powerline" }, "files": "dist", "bin", "src", "README.md", "LICENSE" , "scripts": { "build": "tsdown", "check:types": "tsc --noEmit" }, "devDependencies": { "@types/node": "^… 证据：`packages/statusline/package.json`
- **Contributing to Bastra Recall**（documentation）：Thanks for considering a contribution. Bastra is solo-maintained, so the workflow is light — but a few conventions keep things smooth. 证据：`CONTRIBUTING.md`
- **bastra-recall — autonomous teammate memory**（skill_instruction）：bastra-recall — autonomous teammate memory 证据：`packages/skill/SKILL.md`
- **License**（source_file）：Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files the "Software" , to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: 证据：`LICENSE`
- **License**（source_file）：Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files the "Software" , to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: 证据：`packages/eval/LICENSE`
- **License**（source_file）：Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files the "Software" , to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: 证据：`packages/statusline/LICENSE`
- **Architecture**（documentation）：Bastra.Recall is a local-first memory layer for AI assistants. It gives Claude Code, Claude Desktop, Cursor, ChatGPT Actions, and other MCP/HTTP clients one shared vault of durable lessons, preferences, project facts, decisions, workflows, bookmarks, and document sidecars. 证据：`docs/architecture.md`
- **Bastra Commons — shared recall 119 / 120**（documentation）：Bastra Commons — shared recall 119 / 120 证据：`docs/commons.md`
- **Eval geometry**（documentation）：A pre-run discipline for the eval threads 89/ 102, 120/ 121, 130, 129, 134, 135 . Across those threads the same bug recurred — measuring the wrong region of the data — and it was almost always caught after a run. This note makes the boundary a pre-run object so a regime slip reads as a visible category error instead of a number that quietly goes wrong. 证据：`docs/eval-geometry.md`
- **Claude Code hooks for bastra-recall**（documentation）：Claude Code hooks for bastra-recall 证据：`docs/hooks.md`
- **Memory Schema**（documentation）：This schema defines one stored memory or document sidecar. Files are plain markdown with YAML frontmatter so they remain editable in Obsidian and by hand. 证据：`docs/memory-schema.md`
- **Survival — the by-id substrate invariant**（documentation）：Survival — the by-id substrate invariant 证据：`docs/survival.md`
- **Self-learning taxonomy 64**（documentation）：bastra-recall's category system has two kinds of axes: 证据：`docs/taxonomy.md`
- **Triggers — when to save, when to recall**（documentation）：Triggers — when to save, when to recall 证据：`docs/triggers.md`
- **Claude Code: MCP notifications/progress arrive but are never rendered in the TUI**（documentation）：Claude Code: MCP notifications/progress arrive but are never rendered in the TUI 证据：`docs/issues/cc-mcp-progress-rendering.md`
- **Audit Log**（source_file）：import { mkdir, readFile, appendFile, rename, access } from "node:fs/promises"; import { join, dirname, resolve, sep } from "node:path"; ⋮---- export type AuditOperation = "create" "update" "delete" "restore"; ⋮---- export type AuditActor = "user" "assistant" "system" "import"; ⋮---- export interface AuditEntry { id: string; memory id: string; timestamp: string; actor: AuditActor; actor detail?: string; operation: AuditOperation; diff before: Record null; diff after: Record null; file path?: string; reason?: string; session id?: string; } ⋮---- export class AuditLog ⋮---- constructor public readonly vaultRoot: string ⋮---- async record input: Omit & { id?: string; timestamp?: string; } : Pr… 证据：`packages/core/src/audit-log.ts`
- **Audit Save**（source_file）：import { z } from "zod"; import { saveMemory, type SaveMemoryInput, type SaveMemoryResult, } from "./save.js"; import { AuditLog, type AuditEntry, moveToTrash, restoreFromTrash, trashPathFor, } from "./audit-log.js"; import type { Vault } from "./vault.js"; import { access, readFile } from "node:fs/promises"; import matter from "gray-matter"; ⋮---- export type AuditContext = z.infer ; ⋮---- export async function auditedSave args: { vault: Vault; auditLog: AuditLog; vaultRoot: string; input: SaveMemoryInput; context: AuditContext; } : Promise ⋮---- async function readFrontmatter filePath: string, : Promise null ⋮---- async function fileExists p: string : Promise 证据：`packages/core/src/audit-save.ts`
- **Embed Cache**（source_file）：import { createHash } from "node:crypto"; import { promises as fs } from "node:fs"; ⋮---- import type { Memory } from "./schema.js"; ⋮---- export interface EmbedCacheEntry { hash: string; vector dim: number; embedded at: string; } ⋮---- export interface EmbedCacheFile { version: 1; provider: string; dim: number; entries: Record ; } ⋮---- export function hashEmbedContent m: Memory : string ⋮---- export class EmbedCache ⋮---- constructor private readonly cachePath: string, providerId: string, dim: number, ⋮---- async load : Promise ⋮---- async save : Promise ⋮---- isFresh id: string, hash: string : boolean ⋮---- set id: string, hash: string : void ⋮---- delete id: string : boolean ⋮---- size… 证据：`packages/core/src/embed-cache.ts`
- **Embeddings**（source_file）：import { promises as fs } from "node:fs"; ⋮---- import type { Memory } from "./schema.js"; import type { Vault, VaultEvent } from "./vault.js"; import { EmbedCache, hashEmbedContent } from "./embed-cache.js"; import { assertLocalOrOptIn } from "./ollama-egress.js"; ⋮---- function backpressureLimit : number ⋮---- function backpressureStallMs : number ⋮---- export interface EmbeddingProvider { readonly id: string; readonly dim: number; embed texts: string : Promise ; } ⋮---- embed texts: string : Promise ; ⋮---- export class OpenAIEmbeddingProvider implements EmbeddingProvider ⋮---- constructor opts: { apiKey: string; model?: string; dim?: number; } ⋮---- async embed texts: string : Promise ⋮… 证据：`packages/core/src/embeddings.ts`
- **Ollama Egress**（source_file）：export function assertLocalOrOptIn rawUrl: string : void 证据：`packages/core/src/ollama-egress.ts`
- **Index**（source_file）：import { Server } from "@modelcontextprotocol/sdk/server/index.js"; import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; import { CallToolRequestSchema, ListToolsRequestSchema, } from "@modelcontextprotocol/sdk/types.js"; import { Vault, SearchIndex, EmbeddingIndex, OpenAIEmbeddingProvider, OllamaEmbeddingProvider, RelatedEnricher, TriggerExpander, pickPhrase, banterModeFromEnv, progressIndexFor, RECALL STAGE ORDER, type EmbeddingProvider, type RecallStage, type StageListener, } from "@bastra-recall/core"; ⋮---- import { Telemetry, logDirFor } from "./telemetry.js"; import { startHttpServer } from "./http.js"; import { recordUsage } from "./usage-sidecar.js"; im… 证据：`packages/daemon/src/index.ts`
- **Mcp Forwarder**（source_file）：import { Server } from "@modelcontextprotocol/sdk/server/index.js"; import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; import { CallToolRequestSchema, ListToolsRequestSchema, } from "@modelcontextprotocol/sdk/types.js"; import { spawn } from "node:child process"; ⋮---- import { fileURLToPath } from "node:url"; import { pickPhrase, pickToolPhrase, banterModeFromEnv, progressIndexFor, RECALL STAGE ORDER, type RecallStage, } from "@bastra-recall/core"; import { ALL TOOL DEFS } from "./tool-defs.js"; import { claudeSessionPid, sessionFeedPath, STATUSLINE DIR, reapStaleFeeds } from "./statusline-session.js"; import { commandOf, parentPidOf } from "./reap-forwarders… 证据：`packages/daemon/src/mcp-forwarder.ts`
- **Bridge Transfer**（source_file）：import { promises as fs } from "node:fs"; ⋮---- import { fileURLToPath } from "node:url"; import { Vault, SearchIndex, EmbeddingIndex, OllamaEmbeddingProvider, type RecallHit, } from "@bastra-recall/core"; ⋮---- interface Bridge { id: string; lang: "de" "en"; trigger terms: string ; expansion terms: string ; evidence: number; date?: string; } interface BridgePool { size lang?: "de" "en" : number; languages : "de" "en" ; expansionsFor query: string, lang: "de" "en" : string ; } ⋮---- size lang?: "de" "en" : number; languages : "de" "en" ; expansionsFor query: string, lang: "de" "en" : string ; ⋮---- interface ExpansionResult { query: string; lang: "de" "en" null; added: string ; } interface… 证据：`packages/eval/src/bridge-transfer.ts`
- **Doc2Query Lift**（source_file）：import { promises as fs } from "node:fs"; ⋮---- import { Vault, SearchIndex, EmbeddingIndex, OllamaEmbeddingProvider, type RecallHit, type Memory, } from "@bastra-recall/core"; ⋮---- type Arm = "off" "own" "foreign"; ⋮---- function parseArgs argv: string : ⋮---- // ── Production-faithful embed text replica of embeddings.ts:buildEmbedText ── // recall when is ALWAYS stripped here held out in every arm . expansion is the // arm's recall when expanded text, appended ONLY in --embed-expansion mode so the // dense leg can see the paraphrases. The provider applies the passage prefix, so // this only controls the TEXT, never the prefix — the prefix guard stays intact. function embedTextFor m: Memo… 证据：`packages/eval/src/doc2query-lift.ts`
- **Hybrid Arm**（source_file）：import { promises as fs } from "node:fs"; ⋮---- import { Vault, SearchIndex, EmbeddingIndex, OllamaEmbeddingProvider, } from "@bastra-recall/core"; import type { Memory } from "@bastra-recall/core"; ⋮---- export function providerFromEnv : OllamaEmbeddingProvider ⋮---- function embedTextFor m: Memory, includeRecallWhen: boolean : string ⋮---- async function writeVectorsJson persistPath: string, provider: OllamaEmbeddingProvider, ids: string , vectors: Float32Array , : Promise ⋮---- async function embedAll provider: OllamaEmbeddingProvider, memories: Memory , includeRecallWhen: boolean, label: string, : Promise ; } ⋮---- cleanup : Promise ; ⋮---- export async function buildHybridArmPair vault… 证据：`packages/eval/src/hybrid-arm.ts`
- **Index Config**（source_file）：import MiniSearch from "minisearch"; import type { Memory } from "@bastra-recall/core"; ⋮---- interface IndexDoc { id: string; title: string; summary: string; tags flat: string; recall when flat: string; recall when expanded flat: string; topic path flat: string; body: string; } ⋮---- function toDoc m: Memory : IndexDoc ⋮---- export type Arm = { kind: "control" } { kind: "treatment"; boost: number; expandedBoost?: number }; ⋮---- export function buildIndex memories: Memory , arm: Arm : MiniSearch ⋮---- export function rankOf results: ⋮---- export function topScore results: 证据：`packages/eval/src/index-config.ts`
- **Marginal Lift**（source_file）：import { readFileSync, writeFileSync } from "node:fs"; import { resolve } from "node:path"; import { Vault } from "@bastra-recall/core"; import type { Memory } from "@bastra-recall/core"; import { buildIndex, rankOf, topScore, TREATMENT RECALL WHEN BOOST, } from "./index-config.js"; ⋮---- interface ParaphrasedCase { id: string; label: string; paraphrases: string ; } ⋮---- interface AntiCase { query: string; note?: string; } ⋮---- interface CaseFile { paraphrased: ParaphrasedCase ; anti: AntiCase ; } ⋮---- interface Args { vault: string; cases: string; out: string null; boost: number; k: number; } ⋮---- function parseArgs argv: string : Args ⋮---- function req v: string undefined, flag: stri… 证据：`packages/eval/src/marginal-lift.ts`
- **Persona Lift**（source_file）：import { readFileSync, writeFileSync } from "node:fs"; import { resolve } from "node:path"; import { Vault } from "@bastra-recall/core"; import type { Memory, RecallHit, SearchIndex } from "@bastra-recall/core"; import { buildIndex, rankOf, TREATMENT RECALL WHEN BOOST, EXPANDED RECALL WHEN BOOST, } from "./index-config.js"; import { buildHybridArmPair } from "./hybrid-arm.js"; ⋮---- interface PersonaFile { personas: Record ; } ⋮---- type ArmName = typeof ARM NAMES number ; ⋮---- interface Args { vault: string; personas: string; out: string null; boost: number; k: number; near: number; arms: ArmName ; } ⋮---- function parseArgs argv: string : Args ⋮---- function parseArms spec: string : ArmN… 证据：`packages/eval/src/persona-lift.ts`
- **Defaults**（source_file）：import type { PowerlineConfig } from "./loader"; 证据：`packages/statusline/src/config/defaults.ts`
- **Loader**（source_file）：import fs from "node:fs"; import path from "node:path"; import os from "node:os"; import { DEFAULT CONFIG } from "./defaults"; import type { ColorTheme } from "../themes"; import type { TuiGridConfig } from "../tui/types"; import { isValidSegmentRef } from "../tui/types"; import { BOX PRESETS } from "../utils/constants"; import type { SegmentConfig, DirectorySegmentConfig, GitSegmentConfig, UsageSegmentConfig, TmuxSegmentConfig, ContextSegmentConfig, MetricsSegmentConfig, BlockSegmentConfig, TodaySegmentConfig, VersionSegmentConfig, SessionIdSegmentConfig, EnvSegmentConfig, WeeklySegmentConfig, AgentSegmentConfig, ThinkingSegmentConfig, CacheTimerSegmentConfig, BastraSegmentConfig, } from "… 证据：`packages/statusline/src/config/loader.ts`
- **Index**（source_file）：import type { ClaudeHookData } from "./utils/claude"; ⋮---- import process from "node:process"; import { json } from "node:stream/consumers"; import { PowerlineRenderer } from "./powerline"; import { loadConfigFromCLI } from "./config/loader"; import { debug } from "./utils/logger"; ⋮---- function showHelpText : void ⋮---- async function main : Promise 证据：`packages/statusline/src/index.ts`
- **Powerline**（source_file）：import type { ClaudeHookData } from "./utils/claude"; import type { PowerlineColors, ColorTheme } from "./themes"; import type { PowerlineConfig, LineConfig } from "./config/loader"; import type { UsageInfo, ContextInfo, MetricsInfo, PowerlineSymbols, AnySegmentConfig, DirectorySegmentConfig, GitSegmentConfig, UsageSegmentConfig, ContextSegmentConfig, MetricsSegmentConfig, BlockSegmentConfig, TodaySegmentConfig, VersionSegmentConfig, SessionIdSegmentConfig, EnvSegmentConfig, WeeklySegmentConfig, AgentSegmentConfig, ThinkingSegmentConfig, CacheTimerSegmentConfig, } from "./segments"; import type { BlockInfo } from "./segments/block"; import type { TodayInfo } from "./segments/today"; import… 证据：`packages/statusline/src/powerline.ts`
- **Bastra**（source_file）：import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { execFileSync } from "node:child process"; ⋮---- export interface BastraInfo { state: "idle" "running"; vaultSize: number; recallCount: number; totalHits: number; totalMs: number; currentStage: string null; currentMessage: string null; currentStageStartedAt: number null; currentRecallStartedAt: number null; lastPhrase: string null; lastPhraseAt: number null; } ⋮---- function claudeSessionPid : number ⋮---- export class BastraProvider ⋮---- getBastraInfo : BastraInfo null ⋮---- function readSharedVaultSize : number null ⋮---- function numOr v: unknown, fallback: number : number ⋮---- function numOrNull… 证据：`packages/statusline/src/segments/bastra.ts`
- **Index**（source_file）：import { darkTheme, darkAnsi256Theme, darkAnsiTheme } from "./dark"; import { lightTheme, lightAnsi256Theme, lightAnsiTheme } from "./light"; import { nordTheme, nordAnsi256Theme, nordAnsiTheme } from "./nord"; import { tokyoNightTheme, tokyoNightAnsi256Theme, tokyoNightAnsiTheme, } from "./tokyo-night"; import { rosePineTheme, rosePineAnsi256Theme, rosePineAnsiTheme, } from "./rose-pine"; import { gruvboxTheme, gruvboxAnsi256Theme, gruvboxAnsiTheme } from "./gruvbox"; ⋮---- export interface SegmentColor { bg: string; fg: string; bold?: boolean; } ⋮---- export interface ColorTheme { directory: SegmentColor; git: SegmentColor; model: SegmentColor; session: SegmentColor; block: SegmentColor;… 证据：`packages/statusline/src/themes/index.ts`
- **Changelog**（documentation）：All notable changes to bastra-recall are documented here. The format is based on Keep a Changelog https://keepachangelog.com/ , and this project adheres to Semantic Versioning https://semver.org/ . 证据：`CHANGELOG.md`
- **Bastra.Recall Roadmap**（documentation）：Bastra.Recall is a local-first memory layer for AI assistants. The user should not have to re-state durable preferences, project facts, decisions, workflows, or lessons across Claude Code, Claude Desktop, Cursor, ChatGPT Actions, and other MCP/HTTP clients. 证据：`PLAN.md`
- **Security Policy**（documentation）：Bastra.Recall is pre-1.0. Security fixes target the latest public release and main . Older beta releases may receive fixes only when the patch is small and low-risk. 证据：`SECURITY.md`
- **Supporters**（documentation）：Bastra is built solo. Every sponsor, every star, every issue makes the project sustainable. Thank you. 💖 证据：`SUPPORTERS.md`
- **Bastra Recall — Stress Eval Report**（documentation）：- Run date: 2026-05-27T15:06:38.294Z - Vault path: ~/Library/CloudStorage/GoogleDrive-nevoigt@n0mad.ai/Meine Ablage/OBSIDIAN/Daniel Nevoigt - Vault size: 163 memories - Search provider: BM25-only 证据：`packages/daemon/scripts/stress-report.md`
- **Rule**（documentation）：Rule Randomize each retry delay within the backoff window. 证据：`packages/eval/fixtures/eval-vault/memories/backoff-jitter.md`
- **Rule**（documentation）：Rule Add min-width: 0 to a flex child that should be allowed to shrink. 证据：`packages/eval/fixtures/eval-vault/memories/css-flexbox-min-width-zero.md`
- **Rule**（documentation）：Rule Pick debounce when you want the final value, throttle when you want a steady cadence. 证据：`packages/eval/fixtures/eval-vault/memories/debounce-vs-throttle.md`
- **Rule**（documentation）：Rule Order Dockerfile steps from least- to most-frequently changing. 证据：`packages/eval/fixtures/eval-vault/memories/docker-manifest-before-source.md`
- **Rule**（documentation）：Rule Style focus, don't delete it; prefer :focus-visible . 证据：`packages/eval/fixtures/eval-vault/memories/focus-ring-keyboard.md`
- **Rule**（documentation）：Rule Make a --fixup commit targeting the original, then autosquash on rebase. 证据：`packages/eval/fixtures/eval-vault/memories/git-rebase-autosquash-fixup.md`
- **Rule**（documentation）：Rule Store amounts as integer cents or a fixed-precision decimal. 证据：`packages/eval/fixtures/eval-vault/memories/money-not-float.md`
- **Rule**（documentation）：Rule Match the predicate's type to the indexed column's type. 证据：`packages/eval/fixtures/eval-vault/memories/postgres-index-type-mismatch.md`
- **Rule**（documentation）：Rule Secrets live in env/secret manager; a committed secret is a compromised secret. 证据：`packages/eval/fixtures/eval-vault/memories/secrets-in-env.md`
- **Rule**（documentation）：Rule UTC at rest and in logic; local zone only at the presentation edge. 证据：`packages/eval/fixtures/eval-vault/memories/timestamps-store-utc.md`
- 其余 12 条证据见 `AI_CONTEXT_PACK.json` 或 `EVIDENCE_INDEX.json`。

## 宿主 AI 必须遵守的规则

- **把本资产当作开工前上下文，而不是运行环境。**：AI Context Pack 只包含证据化项目理解，不包含目标项目的可执行状态。 证据：`README.md`, `packages/bastra-recall/README.md`, `packages/daemon/README.md`
- **回答用户时区分可预览内容与必须安装后才能验证的内容。**：安装前体验的消费者价值来自降低误装和误判，而不是伪装成真实运行。 证据：`README.md`, `packages/bastra-recall/README.md`, `packages/daemon/README.md`

## 用户开工前应该回答的问题

- 你准备在哪个宿主 AI 或本地环境中使用它？
- 你只是想先体验工作流，还是准备真实安装？
- 你最在意的是安装成本、输出质量、还是和现有规则的冲突？

## 验收标准

- 所有能力声明都能回指到 evidence_refs 中的文件路径。
- AI_CONTEXT_PACK.md 没有把预览包装成真实运行。
- 用户能在 3 分钟内看懂适合谁、能做什么、如何开始和风险边界。

---

## Doramagic Context Augmentation

下面内容用于强化 Repomix/AI Context Pack 主体。Human Manual 只提供阅读骨架；踩坑日志会被转成宿主 AI 必须遵守的工作约束。

## Human Manual 骨架

使用规则：这里只是项目阅读路线和显著性信号，不是事实权威。具体事实仍必须回到 repo evidence / Claim Graph。

宿主 AI 硬性规则：
- 不得把页标题、章节顺序、摘要或 importance 当作项目事实证据。
- 解释 Human Manual 骨架时，必须明确说它只是阅读路线/显著性信号。
- 能力、安装、兼容性、运行状态和风险判断必须引用 repo evidence、source path 或 Claim Graph。

- **项目概览**：importance `high`
  - source_paths: README.md, package.json, packages/bastra-recall/README.md, packages/bastra-recall/package.json, packages/core/package.json
- **Src 模块**：importance `high`
  - source_paths: packages/statusline/src/browser.ts, packages/statusline/src/config/defaults.ts, packages/statusline/src/config/loader.ts, packages/statusline/src/index.ts, packages/statusline/src/powerline.ts
- **Src 模块**：importance `high`
  - source_paths: packages/core/src/audit-log.ts, packages/core/src/audit-save.ts, packages/core/src/embed-cache.ts, packages/core/src/embeddings.ts, packages/core/src/index.ts
- **Src 模块**：importance `high`
  - source_paths: packages/eval/src/bridge-transfer.ts, packages/eval/src/doc2query-lift.ts, packages/eval/src/hybrid-arm.ts, packages/eval/src/index-config.ts, packages/eval/src/marginal-lift.ts

## Repo Inspection Evidence / 源码检查证据

- repo_clone_verified: true
- repo_inspection_verified: true
- repo_commit: `7bd3ff57747258bc186898a32008f2d71921505f`
- inspected_files: `README.md`, `package.json`, `docs/architecture.md`, `docs/commons.md`, `docs/eval-geometry.md`, `docs/hooks.md`, `docs/issues/cc-mcp-progress-rendering.md`, `docs/memory-schema.md`, `docs/openapi.yaml`, `docs/survival.md`, `docs/taxonomy.md`, `docs/triggers.md`, `packages/bastra-recall/README.md`, `packages/bastra-recall/package.json`, `packages/core/__tests__/curator-demotion.test.ts`, `packages/core/__tests__/doc-damping.test.ts`, `packages/core/__tests__/embed-backpressure.test.ts`, `packages/core/__tests__/embed-cache.test.ts`, `packages/core/__tests__/embed-health.test.ts`, `packages/core/__tests__/matched-recall-when.test.ts`

宿主 AI 硬性规则：
- 没有 repo_clone_verified=true 时，不得声称已经读过源码。
- 没有 repo_inspection_verified=true 时，不得把 README/docs/package 文件判断写成事实。
- 没有 quick_start_verified=true 时，不得声称 Quick Start 已跑通。

## Doramagic Pitfall Constraints / 踩坑约束

这些规则来自 Doramagic 发现、验证或编译过程中的项目专属坑点。宿主 AI 必须把它们当作工作约束，而不是普通说明文字。

### Constraint 1: 来源证据：Vault self-audit surfaced as Markdown in the vault (Obsidian as the viewer) — conflicts, demand-gaps, dangling

- Trigger: GitHub 社区证据显示该项目存在一个安全/权限相关的待验证问题：Vault self-audit surfaced as Markdown in the vault (Obsidian as the viewer) — conflicts, demand-gaps, dangling
- Why it matters: 可能阻塞安装或首次运行。
- Evidence: community_evidence:github | https://github.com/n0mad-ai/bastra-recall/issues/140 | 来源讨论提到 node 相关条件，需在安装/试用前复核。
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。

### Constraint 2: 失败模式：installation: brew install fails on untrusted tap — docs and Install.command miss the new 'brew trust' step

- Trigger: Developers should check this installation risk before relying on the project: brew install fails on untrusted tap — docs and Install.command miss the new 'brew trust' step
- Host AI rule: Before packaging this project, run the relevant install/config/quickstart check for: brew install fails on untrusted tap — docs and Install.command miss the new 'brew trust' step. Context: Observed during installation or first-run setup.
- Why it matters: Developers may fail before the first successful local run: brew install fails on untrusted tap — docs and Install.command miss the new 'brew trust' step
- Evidence: failure_mode_cluster:github_issue | https://github.com/n0mad-ai/bastra-recall/issues/182 | brew install fails on untrusted tap — docs and Install.command miss the new 'brew trust' step
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。

### Constraint 3: 失败模式：installation: homebrew formula build fails — builds only the daemon workspace, core/statusline dist missing...

- Trigger: Developers should check this installation risk before relying on the project: homebrew formula build fails — builds only the daemon workspace, core/statusline dist missing from the tarball
- Host AI rule: Before packaging this project, run the relevant install/config/quickstart check for: homebrew formula build fails — builds only the daemon workspace, core/statusline dist missing from the tarball. Context: Observed when using node
- Why it matters: Developers may fail before the first successful local run: homebrew formula build fails — builds only the daemon workspace, core/statusline dist missing from the tarball
- Evidence: failure_mode_cluster:github_issue | https://github.com/n0mad-ai/bastra-recall/issues/184 | homebrew formula build fails — builds only the daemon workspace, core/statusline dist missing from the tarball
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。

### Constraint 4: 失败模式：installation: install via npx registers the forwarder path inside the ephemeral npx cache

- Trigger: Developers should check this installation risk before relying on the project: install via npx registers the forwarder path inside the ephemeral npx cache
- Host AI rule: Before packaging this project, run the relevant install/config/quickstart check for: install via npx registers the forwarder path inside the ephemeral npx cache. Context: Observed when using node
- Why it matters: Developers may fail before the first successful local run: install via npx registers the forwarder path inside the ephemeral npx cache
- Evidence: failure_mode_cluster:github_issue | https://github.com/n0mad-ai/bastra-recall/issues/180 | install via npx registers the forwarder path inside the ephemeral npx cache
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。

### Constraint 5: 失败模式：installation: install: first-run wall — 'vault path required' error instead of a guided vault choice

- Trigger: Developers should check this installation risk before relying on the project: install: first-run wall — 'vault path required' error instead of a guided vault choice
- Host AI rule: Before packaging this project, run the relevant install/config/quickstart check for: install: first-run wall — 'vault path required' error instead of a guided vault choice. Context: Observed when using node, macos
- Why it matters: Developers may fail before the first successful local run: install: first-run wall — 'vault path required' error instead of a guided vault choice
- Evidence: failure_mode_cluster:github_issue | https://github.com/n0mad-ai/bastra-recall/issues/178 | install: first-run wall — 'vault path required' error instead of a guided vault choice
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。

### Constraint 6: 失败模式：installation: test: verify the Ollama fresh-install (brew) path on a clean macOS env

- Trigger: Developers should check this installation risk before relying on the project: test: verify the Ollama fresh-install (brew) path on a clean macOS env
- Host AI rule: Before packaging this project, run the relevant install/config/quickstart check for: test: verify the Ollama fresh-install (brew) path on a clean macOS env. Context: Observed when using node, macos
- Why it matters: Developers may fail before the first successful local run: test: verify the Ollama fresh-install (brew) path on a clean macOS env
- Evidence: failure_mode_cluster:github_issue | https://github.com/n0mad-ai/bastra-recall/issues/90 | test: verify the Ollama fresh-install (brew) path on a clean macOS env
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。

### Constraint 7: 失败模式：installation: uninstall all: skill kept as 'shared with Claude Desktop' although Desktop was uninstalled in...

- Trigger: Developers should check this installation risk before relying on the project: uninstall all: skill kept as 'shared with Claude Desktop' although Desktop was uninstalled in the same run
- Host AI rule: Before packaging this project, run the relevant install/config/quickstart check for: uninstall all: skill kept as 'shared with Claude Desktop' although Desktop was uninstalled in the same run. Context: Observed during installation or first-run setup.
- Why it matters: Developers may fail before the first successful local run: uninstall all: skill kept as 'shared with Claude Desktop' although Desktop was uninstalled in the same run
- Evidence: failure_mode_cluster:github_issue | https://github.com/n0mad-ai/bastra-recall/issues/181 | uninstall all: skill kept as 'shared with Claude Desktop' although Desktop was uninstalled in the same run
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。

### Constraint 8: 失败模式：installation: v0.6.0-beta.1

- Trigger: Developers should check this installation risk before relying on the project: v0.6.0-beta.1
- Host AI rule: Before packaging this project, run the relevant install/config/quickstart check for: v0.6.0-beta.1. Context: Observed when using node
- Why it matters: Upgrade or migration may change expected behavior: v0.6.0-beta.1
- Evidence: failure_mode_cluster:github_release | https://github.com/n0mad-ai/bastra-recall/releases/tag/v0.6.0-beta.1 | v0.6.0-beta.1
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。

### Constraint 9: 失败模式：installation: v0.6.5-beta.1

- Trigger: Developers should check this installation risk before relying on the project: v0.6.5-beta.1
- Host AI rule: Before packaging this project, run the relevant install/config/quickstart check for: v0.6.5-beta.1. Context: Observed when using node
- Why it matters: Upgrade or migration may change expected behavior: v0.6.5-beta.1
- Evidence: failure_mode_cluster:github_release | https://github.com/n0mad-ai/bastra-recall/releases/tag/v0.6.5-beta.1 | v0.6.5-beta.1
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。

### Constraint 10: 失败模式：installation: v0.6.6-beta.1

- Trigger: Developers should check this installation risk before relying on the project: v0.6.6-beta.1
- Host AI rule: Before packaging this project, run the relevant install/config/quickstart check for: v0.6.6-beta.1. Context: Observed when using node
- Why it matters: Upgrade or migration may change expected behavior: v0.6.6-beta.1
- Evidence: failure_mode_cluster:github_release | https://github.com/n0mad-ai/bastra-recall/releases/tag/v0.6.6-beta.1 | v0.6.6-beta.1
- Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。