# skul - 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 skul 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_0002` supported 0.86

## 它能做什么

- **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` Claim：`clm_0001` supported 0.86

## 怎么开始

- `npm install --global @solaqua/skul` 证据：`README.md` Claim：`clm_0003` supported 0.86
- `git clone https://github.com/sjquant/skul` 证据：`README.md` Claim：`clm_0004` supported 0.86

## 继续前判断卡

- **当前建议**：仅建议沙盒试装
- **为什么**：项目存在安装命令、宿主配置或本地写入线索，不建议直接进入主力环境，应先在隔离环境试装。

### 30 秒判断

- **现在怎么做**：仅建议沙盒试装
- **最小安全下一步**：先跑 Prompt Preview；若仍要安装，只在隔离环境试装
- **先别相信**：真实输出质量不能在安装前相信。
- **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_0002` 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` Claim：`clm_0001` 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_0003` supported 0.86

### 现在还不能相信

- **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：`CLAUDE.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`
- **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：`CLAUDE.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`
- **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。）
- **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。
- **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_0005` 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` Claim：`clm_0006` 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

- **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` Claim：`clm_0001` supported 0.86

### 上下文规模

- 文件总数：77
- 重要文件覆盖：40/77
- 证据索引条目：57
- 角色 / Skill 条目：4

### 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 skul 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 skul 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 skul 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 4 个角色 / Skill / 项目文档条目。

- **Skul — AI Configuration Bundle Manager for AI Coding Tools**（project_doc）：Skul — AI Configuration Bundle Manager for AI Coding Tools 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`README.md`
- **skul website**（project_doc）：This app hosts the public documentation site for skul using Docusaurus. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`website/README.md`
- **Overview**（project_doc）：Skul is a TypeScript CLI for managing project-scoped AI configuration bundles across multiple tools Claude Code, Cursor, Codex, OpenCode . It handles bundle discovery, materialization, registry tracking, stealth mode, and cross-tool translation. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`CLAUDE.md`
- **Skul — Advanced Usage**（project_doc）：This guide covers the commands and flags that aren't part of the day-to-day workflow. For first-touch usage add , list , status , remove , apply see the README ../README.md . 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`docs/advanced.md`

## 证据索引

- 共索引 57 条证据。

- **Skul — AI Configuration Bundle Manager for AI Coding Tools**（documentation）：Skul — AI Configuration Bundle Manager for AI Coding Tools 证据：`README.md`
- **skul website**（documentation）：This app hosts the public documentation site for skul using Docusaurus. 证据：`website/README.md`
- **Package**（package_manifest）：{ "name": "@solaqua/skul", "version": "0.1.0", "description": "AI configuration layer manager for project-scoped bundles project setup only ", "homepage": "https://sjquant.github.io/skul/", "bugs": { "url": "https://github.com/sjquant/skul/issues" }, "repository": { "type": "git", "url": "git+https://github.com/sjquant/skul.git" }, "main": "dist/index.js", "types": "dist/index.d.ts", "bin": { "skul": "bin/skul.js" }, "publishConfig": { "access": "public" }, "files": "bin", "dist", "README.md", "LICENSE" , "scripts": { "build": "pnpm run clean && tsc -p tsconfig.build.json", "clean": "rm -rf dist", "docs:build": "pnpm install --dir website --frozen-lockfile && pnpm --dir website build", "doc… 证据：`package.json`
- **Package**（package_manifest）：{ "name": "skul-docs", "version": "0.0.0", "private": true, "scripts": { "docusaurus": "docusaurus", "start": "docusaurus start", "build": "docusaurus build", "clear": "docusaurus clear", "serve": "docusaurus serve", "write-translations": "docusaurus write-translations", "write-heading-ids": "docusaurus write-heading-ids", "typecheck": "tsc" }, "dependencies": { "@docusaurus/core": "3.10.0", "@docusaurus/faster": "3.10.0", "@docusaurus/preset-classic": "3.10.0", "@docusaurus/theme-common": "3.10.0", "@mdx-js/react": "^3.0.0", "clsx": "^2.1.1", "prism-react-renderer": "^2.4.1", "react": "^19.1.0", "react-dom": "^19.1.0" }, "devDependencies": { "@docusaurus/module-type-aliases": "3.10.0", "@d… 证据：`website/package.json`
- **Overview**（documentation）：Skul is a TypeScript CLI for managing project-scoped AI configuration bundles across multiple tools Claude Code, Cursor, Codex, OpenCode . It handles bundle discovery, materialization, registry tracking, stealth mode, and cross-tool translation. 证据：`CLAUDE.md`
- **Skul — Advanced Usage**（documentation）：This guide covers the commands and flags that aren't part of the day-to-day workflow. For first-touch usage add , list , status , remove , apply see the README ../README.md . 证据：`docs/advanced.md`
- **License**（source_file）：Permission to use, copy, modify, and/or distribute this software for any purpose with or without fee is hereby granted, provided that the above copyright notice and this permission notice appear in all copies. 证据：`LICENSE`
- **Bundle Discovery**（source_file）：import fs from "node:fs"; import path from "node:path"; import { type BundleManifest, inferBundleManifest, MANIFEST FILE NAME, parseBundleManifest, resolveCachedBundleLayout, } from "./bundle-manifest"; import { safeReaddirSync } from "./fs-utils"; export interface CachedBundle { source: string; bundle: string; manifestFile: string; manifest: BundleManifest; } export function detectSourceProtocol input: string : "https" "ssh" export function normalizeBundleSource input: string : string ⋮---- / Lists every bundle currently discoverable in the local cache. / ⋮---- export function findCachedBundle options: { libraryDir: string; bundle: string; source?: string; } : CachedBundle function normali… 证据：`src/bundle-discovery.ts`
- **Bundle Fetch**（source_file）：import { execFileSync } from "node:child process"; import fs from "node:fs"; import path from "node:path"; import { escapeRegExp } from "./fs-utils"; export interface FetchRemoteSourceOptions { source: string; libraryDir: string; protocol?: "https" "ssh"; } export interface FetchRemoteSourceResult { cloned: boolean; targetDir: string; } export interface CachedSourceRevision { cached: boolean; targetDir: string; currentCommit?: string; currentRef?: string; remoteUrl?: string; } export interface RemoteSourceStatus extends CachedSourceRevision { remoteCommit: string; refKind: "branch" "tag" "commit"; resolvedRef?: string; } export interface UpdateCachedRemoteSourceResult extends RemoteSourceSt… 证据：`src/bundle-fetch.ts`
- **Bundle Items**（source_file）：import fs from "node:fs"; import path from "node:path"; import type { BundleManifest } from "./bundle-manifest"; import { getToolDefinition, type ToolName, type ToolTargetName, } from "./tool-mapping"; export type BundleItemSelector = string; ⋮---- export function normalizeBundleItemSelector selector: string, : BundleItemSelector function isDirectoryTargetName value: string undefined, : value is ToolTargetName function normalizeBundleItemName value: string undefined, originalSelector: string, : string function stripKnownItemExtension value: string : string / Normalizes and deduplicates bundle item selectors while preserving order. / export function normalizeBundleItemSelectors selectors: st… 证据：`src/bundle-items.ts`
- **Bundle Manifest**（source_file）：import fs from "node:fs"; import path from "node:path"; import { listToolDefinitions, type ToolDefinition, type ToolName, type ToolTargetName, } from "./tool-mapping"; ⋮---- export interface BundleManifestTarget { path: string; } export interface BundleManifest { name?: string; tools: Partial ; } export interface CachedBundleLayout { sourceSegments: string ; sourceDir: string; bundleDir: string; manifestFile: string; resolveBundlePath ...segments: string : string; } ⋮---- resolveBundlePath ...segments: string : string; ⋮---- type UnknownRecord = Record ; export function parseBundleManifest input: unknown : BundleManifest / Infers a bundle manifest from canonical directories and native tool… 证据：`src/bundle-manifest.ts`
- **Bundle Materialization**（source_file）：import fs from "node:fs"; import path from "node:path"; import { type BundleItemSelector, isDirectoryItemSelected, isRootInstructionItemSelected, } from "./bundle-items"; import type { BundleManifest } from "./bundle-manifest"; import { toTranslationToolName, translateAgent, translateCommand, translateRootInstruction, translateSkill, } from "./bundle-translation"; import type { FileConflictResolution } from "./cli"; import { pathDepth } from "./fs-utils"; import { collectComposedRootInstructionContents } from "./root-instruction-content"; import { composeRootInstructionContent, wrapRootInstructionBundleContent, } from "./root-instruction-render"; import { getToolDefinition, PROJECT TOOL MAT… 证据：`src/bundle-materialization.ts`
- **Bundle Translation**（source_file）：import { escapeRegExp } from "./fs-utils"; import { getToolDefinition, type ToolName, type ToolTargetName, } from "./tool-mapping"; type ScalarValue = string boolean; type MetadataValue = ScalarValue MetadataMap string ; interface MetadataMap { key: string : MetadataValue; } type SkillTool = "claude" "cursor" "codex" "opencode" "copilot" "kiro" "antigravity"; type CommandTool = "claude" "cursor" "opencode" "antigravity"; type AgentTool = "claude" "cursor" "codex" "opencode" "copilot" "kiro"; type RootInstructionTool = "claude" "cursor" "codex" "opencode" "copilot" "kiro" "antigravity"; interface MarkdownDocument { metadata: MetadataMap; body: string; } interface SkillModel { name: string; d… 证据：`src/bundle-translation.ts`
- **Git Index**（source_file）：import { execFileSync } from "node:child process"; import path from "node:path"; export interface GitIndexStageEntry { mode: string; objectId: string; stage: number; path: string; } export interface GitHeadBlob { objectId: string; content: string; } export type RootInstructionShadowSafetyIssue = "unmerged" "missing-head" "staged-changes" "unstaged-changes" "incompatible-index-flags"; export interface RootInstructionShadowSafetyInspection { tracked: boolean; stageEntries: GitIndexStageEntry ; headBlob: GitHeadBlob null; indexFlags: string ; issues: RootInstructionShadowSafetyIssue ; } export function isTrackedGitPath options: { repoRoot: string; filePath: string; } : boolean export function… 证据：`src/git-index.ts`
- **Root Instruction Content**（source_file）：import fs from "node:fs"; import path from "node:path"; import { type BundleItemSelector, isRootInstructionItemSelected, } from "./bundle-items"; import type { BundleManifest } from "./bundle-manifest"; import { toTranslationToolName, translateRootInstruction, } from "./bundle-translation"; import { composeRootInstructionContent } from "./root-instruction-render"; import type { ToolName } from "./tool-mapping"; function collectRootInstructionContents options: { bundleDir: string; manifest: BundleManifest; toolName: ToolName; } : Record export function collectComposedRootInstructionContents options: { bundleDir: string; manifest: BundleManifest; toolNames: ToolName ; targetPaths?: Set ; item… 证据：`src/root-instruction-content.ts`
- **Root Instruction Render**（source_file）：import { createHash } from "node:crypto"; import { listGlobalToolDefinitions, listToolDefinitions, type ToolName, } from "./tool-mapping"; ⋮---- export function composeRootInstructionContent parts: Array , : string export interface RenderTrackedRootInstructionShadowOptions { baseContent?: string; overlayContent: string; bundleName: string; toolName: ToolName; strategy: "append" "prepend" "replace"; allowReplace?: boolean; } export interface RenderTrackedRootInstructionShadowResult { overlay: string; rendered: string; overlayFingerprint: string; renderedFingerprint: string; } export function renderTrackedRootInstructionShadow options: RenderTrackedRootInstructionShadowOptions, : RenderTracke… 证据：`src/root-instruction-render.ts`
- **Root Instruction State**（source_file）：import { createHash } from "node:crypto"; import fs from "node:fs"; import path from "node:path"; import type { CachedBundle } from "./bundle-discovery"; import type { DesiredBundleEntry, MaterializedBundleState, MaterializedState, } from "./registry"; import { collectComposedRootInstructionContents } from "./root-instruction-content"; import { composeRootInstructionContent, isRootInstructionPath, wrapRootInstructionBundleContent, } from "./root-instruction-render"; import type { ToolName } from "./tool-mapping"; import { globalCapableToolNames } from "./tool-mapping"; export function captureRootInstructionBaseContents options: { repoRoot: string; targetPaths: Set ; existingBaseContents?: R… 证据：`src/root-instruction-state.ts`
- **Tool Mapping**（source_file）：import path from "node:path"; export type ToolName = "claude-code" "cursor" "opencode" "codex" "copilot" "kiro" "antigravity"; export type ToolTargetName = "skills" "commands" "agents" "root instruction"; export type ToolTargetEntryKind = "directory" "file"; export interface ToolTargetDefinition { path: string; kind: ToolTargetEntryKind; } export interface ToolDefinition { name: ToolName; targets: Partial ; } export interface ToolMaterializationLayout { remapRepoRelPath toolName: string, repoRelPath: string : string; resolveToolTargetPath toolName: string, targetName: ToolTargetName, rootDir: string, : string null; } ⋮---- remapRepoRelPath toolName: string, repoRelPath: string : string; res… 证据：`src/tool-mapping.ts`
- **Index**（source_file）：import Head from "@docusaurus/Head"; import Link from "@docusaurus/Link"; import useDocusaurusContext from "@docusaurus/useDocusaurusContext"; import Layout from "@theme/Layout"; import clsx from "clsx"; import type { ReactNode } from "react"; import styles from "./index.module.css"; type Card = { title: string; body: string; href: string; label: string; }; ⋮---- export default function Home : ReactNode ⋮---- <div className= ⋮---- className= 证据：`website/src/pages/index.tsx`
- **Index**（source_file）：import { translate } from "@docusaurus/Translate"; import { useCodeBlockContext } from "@docusaurus/theme-common/internal"; import Button from "@theme/CodeBlock/Buttons/Button"; import type { Props } from "@theme/CodeBlock/Buttons/CopyButton"; import IconCopy from "@theme/Icon/Copy"; import IconSuccess from "@theme/Icon/Success"; import clsx from "clsx"; import React, { type ReactNode, useCallback, useEffect, useRef, useState, } from "react"; import styles from "./styles.module.css"; function title function ariaLabel isCopied: boolean async function copyToClipboard text: string function copyTextFallback text: string function useCopyButton ⋮---- className= 证据：`website/src/theme/CodeBlock/Buttons/CopyButton/index.tsx`
- **Index**（source_file）：import { ThemeClassNames } from "@docusaurus/theme-common"; import { useNavbarSecondaryMenu } from "@docusaurus/theme-common/internal"; import clsx from "clsx"; import type React from "react"; type NavbarMobileSidebarLayoutProps = { header: React.ReactNode; primaryMenu: React.ReactNode; secondaryMenu: React.ReactNode; }; export default function NavbarMobileSidebarLayout { header, primaryMenu, secondaryMenu, }: NavbarMobileSidebarLayoutProps ⋮---- className= ⋮---- function NavbarMobileSidebarPanel { children, inert, }: { children: React.ReactNode; inert: boolean; } 证据：`website/src/theme/Navbar/MobileSidebar/Layout/index.tsx`
- **Testing**（source_file）：import fs from "node:fs"; import path from "node:path"; import { expect } from "vitest"; export function formatRootInstructionBundleBlock bundle: string, content: string, source?: string, : string / Formats one expected tracked root-instruction shadow block. / export function formatTrackedRootInstructionShadowBlock bundle: string, content: string, : string / Joins expected root-instruction document parts using the production document layout. / export function formatExpectedRootInstructionDocument ...parts: string : string export function writeRootInstructionBundleFixture homeDir: string, options: { bundle: string; content: string; source?: string; agent?: "codex" "claude-code"; filePath?: s… 证据：`src/utils/testing.ts`
- **Biome**（structured_config）：{ "$schema": "https://biomejs.dev/schemas/2.4.15/schema.json", "vcs": { "enabled": true, "clientKind": "git", "useIgnoreFile": true }, "files": { "ignoreUnknown": false }, "formatter": { "enabled": true, "indentStyle": "space", "indentWidth": 2 }, "linter": { "enabled": true, "rules": { "recommended": true } }, "javascript": { "formatter": { "quoteStyle": "double" } }, "assist": { "enabled": true, "actions": { "source": { "organizeImports": "on" } } } } 证据：`biome.json`
- **Tsconfig.Build**（structured_config）：{ "extends": "./tsconfig.json", "exclude": "src/ / .test.ts", "src/ / .integration.test.ts", "src/utils/testing.ts" } 证据：`tsconfig.build.json`
- **Tsconfig**（structured_config）：{ "compilerOptions": { "target": "ES2022", "module": "commonjs", "moduleResolution": "node", "lib": "ES2022" , "strict": true, "esModuleInterop": true, "forceConsistentCasingInFileNames": true, "skipLibCheck": true, "declaration": true, "sourceMap": true, "rootDir": "src", "outDir": "dist" }, "include": "src/ / .ts" } 证据：`tsconfig.json`
- **Tsconfig**（structured_config）：{ "extends": "@docusaurus/tsconfig", "compilerOptions": { "baseUrl": "." }, "exclude": "build", ".docusaurus", "node modules" } 证据：`website/tsconfig.json`
- **OS**（source_file）：Node node modules/ dist/ .log website/.docusaurus/ website/build/ 证据：`.gitignore`
- **Prek**（source_file）：repos.hooks id = "biome" name = "Biome lint + format " language = "system" entry = "pnpm exec biome check --write --no-errors-on-unmatched" types or = "ts", "tsx", "javascript", "jsx" 证据：`prek.toml`
- **Bundle Auto Detection.Test**（source_file）：import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { afterEach, describe, expect, it } from "vitest"; import { inferBundleManifest } from "./bundle-manifest"; import { materializeBundle } from "./bundle-materialization"; import type { ToolName } from "./tool-mapping"; import { formatExpectedRootInstructionDocument, formatRootInstructionBundleBlock, } from "./utils/testing"; ⋮---- function createTempDir prefix: string : string function writeFile filePath: string, content: string : void 证据：`src/bundle-auto-detection.test.ts`
- **Bundle Discovery.Test**（source_file）：import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { afterEach, describe, expect, it } from "vitest"; import { detectSourceProtocol, findCachedBundle, listCachedBundles, normalizeBundleSource, } from "./bundle-discovery"; ⋮---- const normalize = ⋮---- const findBundle = ⋮---- function createLibraryDir : string function writeManifest libraryDir: string, source: string, bundle: string, manifest: object, : void function writeManifestAtRepoRoot libraryDir: string, source: string, manifest: object, : void 证据：`src/bundle-discovery.test.ts`
- **Bundle Fetch.Integration.Test**（source_file）：import { execFileSync } from "node:child process"; import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { afterEach, describe, expect, it } from "vitest"; import { updateCachedRemoteSource } from "./bundle-fetch"; ⋮---- function createLibraryDir : string function seedCachedRemoteSource libraryDir: string, source: string : string function createFakeSshCommand libraryDir: string : string function runGit cwd: string, args: string : string 证据：`src/bundle-fetch.integration.test.ts`
- **Bundle Fetch.Test**（source_file）：import { execFileSync } from "node:child process"; import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { afterEach, describe, expect, it, vi } from "vitest"; import { fetchRemoteSource } from "./bundle-fetch"; ⋮---- function createLibraryDir : string ⋮---- // When ⋮---- // When ⋮---- // When ⋮---- // When 证据：`src/bundle-fetch.test.ts`
- **Bundle Items.Test**（source_file）：import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { afterEach, describe, expect, it } from "vitest"; import { assertBundleSupportsRequestedItems, bundleItemSelectionsEqual, isDirectoryItemSelected, isRootInstructionItemSelected, listSelectableBundleItems, mergeDesiredBundleItems, normalizeBundleItemSelector, normalizeBundleItemSelectors, } from "./bundle-items"; import type { BundleManifest } from "./bundle-manifest"; ⋮---- function createTempDir : string function writeFile filePath: string, content: string : void 证据：`src/bundle-items.test.ts`
- **Bundle Manifest.Test**（source_file）：import path from "node:path"; import { describe, expect, it } from "vitest"; import { parseBundleManifest, resolveCachedBundleLayout, } from "./bundle-manifest"; ⋮---- const parse = ⋮---- const resolve = 证据：`src/bundle-manifest.test.ts`
- **Bundle Materialization.Test**（source_file）：import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { afterEach, describe, expect, it } from "vitest"; import type { BundleManifest } from "./bundle-manifest"; import { materializeBundle, previewMaterializeBundleWriteTargets, } from "./bundle-materialization"; import type { ToolName } from "./tool-mapping"; import { formatExpectedRootInstructionDocument, formatRootInstructionBundleBlock, } from "./utils/testing"; ⋮---- function createTempDir prefix: string : string function writeFile filePath: string, content: string : void 证据：`src/bundle-materialization.test.ts`
- **Bundle Translation.Test**（source_file）：import { describe, expect, it } from "vitest"; import { translateAgent, translateCommand, translateRootInstruction, translateSkill, } from "./bundle-translation"; 证据：`src/bundle-translation.test.ts`
- **Cli.Test**（source_file）：import { execFileSync } from "node:child process"; import { createHash } from "node:crypto"; import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { afterEach, describe, expect, it, vi } from "vitest"; import { createHelpText, createPromptClientForSelections, type PromptClient, parseCliArgs, } from "./cli"; import { detectGitContext } from "./git-context"; import { assertTrackedRootInstructionShadowSafety, run } from "./index"; import { createEmptyRegistry, readRegistryFile, upsertRepoState, upsertWorktreeState, writeRegistryFile, } from "./registry"; import { renderTrackedRootInstructionShadow } from "./root-instruction-render"; import { expectAgentsDocum… 证据：`src/cli.test.ts`
- **Cli**（source_file）：import { Command, CommanderError } from "commander"; import { detectSourceProtocol, normalizeBundleSource, } from "./bundle-discovery"; import { type BundleItemSelector, normalizeBundleItemSelector, } from "./bundle-items"; import { listToolDefinitions, type ToolName } from "./tool-mapping"; ⋮---- export type CommandName = "add" "list" "status" "check" "update" "shadow" "sync" "reset" "remove" "apply"; export type CliParseResult = { kind: "help"; command?: CommandName } { kind: "command"; command: "list"; options: { json: boolean; source?: string }; } { kind: "command"; command: "status"; options: { json: boolean; global: boolean }; } { kind: "command"; command: "check"; options: { bundle?:… 证据：`src/cli.ts`
- **Fs Utils**（source_file）：import fs from "node:fs"; export function safeReaddirSync directory: string : fs.Dirent export function pathDepth value: string : number export function escapeRegExp value: string : string 证据：`src/fs-utils.ts`
- **Git Context.Test**（source_file）：import { execFileSync } from "node:child process"; import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { afterEach, describe, expect, it } from "vitest"; import { detectGitContext } from "./git-context"; ⋮---- function createRepository : string function runGit cwd: string, args: string : string 证据：`src/git-context.test.ts`
- **Git Context**（source_file）：import { execFileSync } from "node:child process"; import { createHash } from "node:crypto"; import fs from "node:fs"; import path from "node:path"; export interface GitContext { repoRoot: string; worktreeRoot: string; gitDir: string; gitCommonDir: string; isWorktree: boolean; repoFingerprint: string; worktreeId: string; } export interface DetectGitContextOptions { cwd: string; } export function detectGitContext options: DetectGitContextOptions, : GitContext null function gitRevParse cwd: string, args: string : string null function fingerprint value: string : string 证据：`src/git-context.ts`
- **Git Exclude.Test**（source_file）：import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { afterEach, describe, expect, it } from "vitest"; import { configureSkulExcludeBlock, hasSkulExcludeBlock, removeSkulExcludeBlock, } from "./git-exclude"; ⋮---- function createGitDir : string function readExcludeFile gitDir: string : string function writeExcludeFile gitDir: string, content: string : void 证据：`src/git-exclude.test.ts`
- **Git Exclude**（source_file）：import fs from "node:fs"; import path from "node:path"; ⋮---- export function configureSkulExcludeBlock options: { gitDir: string; files: string ; } : boolean export function removeSkulExcludeBlock options: export function hasSkulExcludeBlock options: function resolveExcludeFile gitDir: string : string function readExcludeFile excludeFile: string : string function writeExcludeFile excludeFile: string, content: string : true function stripSkulExcludeBlock content: string : string function appendSkulExcludeBlock content: string, files: string : string function removeSkulExcludeContent content: string : string function buildSkulExcludeBlock files: string : string function normalizeExcludeFiles… 证据：`src/git-exclude.ts`
- **Git Index.Test**（source_file）：import { execFileSync } from "node:child process"; import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { afterEach, describe, expect, it } from "vitest"; import { clearGitSkipWorktree, inspectGitIndexStages, inspectRootInstructionShadowTarget, isTrackedGitPath, readGitHeadBlob, readGitIndexFlags, setGitSkipWorktree, } from "./git-index"; ⋮---- function createRepository : string function commitTrackedFile repoRoot: string, filePath: string : void function writeFile repoRoot: string, filePath: string, content: string : void function runGit repoRoot: string, args: string , options: { allowFailure?: boolean } = {}, : string 证据：`src/git-index.test.ts`
- **Index.Global.Test**（source_file）：import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { afterEach, describe, expect, it, vi } from "vitest"; import type { PromptClient } from "./cli"; import { run } from "./index"; import { readRegistryFile, writeRegistryFile } from "./registry"; import { formatExpectedRootInstructionDocument, formatRootInstructionBundleBlock, } from "./utils/testing"; ⋮---- function createHomeDir : string function writeManifest homeDir: string, source: string, bundle: string, manifest: object, : void function writeBundleFile homeDir: string, source: string undefined, bundle: string, relativePath: string, content: string, : void function pathExists targetPath: string : b… 证据：`src/index.global.test.ts`
- **Index**（source_file）：import { execFileSync } from "node:child process"; import { createHash } from "node:crypto"; import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { createColors, isColorSupported } from "picocolors"; import { type CachedBundle, detectSourceProtocol, findCachedBundle, listCachedBundles, } from "./bundle-discovery"; import { type CachedSourceRevision, clearAndRefetchCachedRemoteSource, fetchRemoteSource, inspectRemoteSource, readCachedSourceRevision, removeCachedRemoteSource, restoreCachedRemoteSourceRevision, updateCachedRemoteSource, } from "./bundle-fetch"; import { assertBundleSupportsRequestedItems, type BundleItemSelector, bundleItemSelectionsEqual, l… 证据：`src/index.ts`
- **Registry.Test**（source_file）：import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { describe, expect, it } from "vitest"; import { createEmptyRegistry, type DesiredBundleEntry, listManagedPathsForRemoval, parseRegistry, readRegistryFile, removeWorktreeState, type ShadowedFileState, upsertRepoState, upsertWorktreeState, writeRegistryFile, } from "./registry"; ⋮---- function makeRepoEntry overrides: object = function makeWorktreeEntry overrides: object = function makeRegistry overrides: object = function makeShadowedFileEntry overrides: Partial = {}, : ShadowedFileState 证据：`src/registry.test.ts`
- **Registry**（source_file）：import fs from "node:fs"; import path from "node:path"; import { type BundleItemSelector, normalizeBundleItemSelector, } from "./bundle-items"; import { pathDepth } from "./fs-utils"; import { listGlobalToolDefinitions, listToolDefinitions, type ToolName, } from "./tool-mapping"; ⋮---- function isToolName value: string : value is ToolName export interface DesiredBundleEntry { bundle: string; source?: string; tools?: ToolName ; items?: BundleItemSelector ; protocol: "https" "ssh"; ref?: string; resolved ref?: string; resolved commit?: string; disable model invocation?: boolean; } export interface MaterializedToolState { files: string ; file fingerprints?: Record ; directories?: string ; item… 证据：`src/registry.ts`
- **Root Instruction Content.Test**（source_file）：import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { afterEach, describe, expect, it } from "vitest"; import type { BundleManifest } from "./bundle-manifest"; import { collectComposedRootInstructionContents } from "./root-instruction-content"; ⋮---- function createTempDir : string function writeFile filePath: string, content: string : void 证据：`src/root-instruction-content.test.ts`
- **Root Instruction Render.Test**（source_file）：import { createHash } from "node:crypto"; import { describe, expect, it } from "vitest"; import { renderTrackedRootInstructionShadow } from "./root-instruction-render"; 证据：`src/root-instruction-render.test.ts`
- **Root Instruction State.Test**（source_file）：import { createHash } from "node:crypto"; import fs from "node:fs"; import os from "node:os"; import path from "node:path"; import { afterEach, describe, expect, it, vi } from "vitest"; import type { CachedBundle } from "./bundle-discovery"; import type { BundleManifest } from "./bundle-manifest"; import type { DesiredBundleEntry, MaterializedState } from "./registry"; import { assertManagedRootInstructionSyncSourcesCached, captureRootInstructionBaseContents, collectManagedRootInstructionTargets, collectSharedRootInstructionState, refreshManagedFileFingerprintsForPaths, restoreRootInstructionBaseContents, syncManagedRootInstructionFiles, } from "./root-instruction-state"; import { formatExp… 证据：`src/root-instruction-state.test.ts`
- **State Layout.Test**（source_file）：import path from "node:path"; import { describe, expect, it } from "vitest"; import { resolveGlobalStateLayout } from "./state-layout"; 证据：`src/state-layout.test.ts`
- **State Layout**（source_file）：import path from "node:path"; ⋮---- export interface GlobalStateLayout { rootDir: string; registryFile: string; libraryDir: string; resolveLibraryPath ...segments: string : string; } ⋮---- resolveLibraryPath ...segments: string : string; ⋮---- export interface ResolveGlobalStateLayoutOptions { homeDir: string; } export function resolveGlobalStateLayout options: ResolveGlobalStateLayoutOptions, : GlobalStateLayout 证据：`src/state-layout.ts`
- **Tool Mapping.Test**（source_file）：import path from "node:path"; import { describe, expect, it } from "vitest"; import { buildGlobalRepoRelPathRemapper, getGlobalToolDefinition, getToolDefinition, globalCapableToolNames, listToolDefinitions, resolveGlobalToolTargetPath, resolveToolTargetPath, type ToolTargetName, } from "./tool-mapping"; 证据：`src/tool-mapping.test.ts`
- **Vitest.Config**（source_file）：import { defineConfig } from "vitest/config"; 证据：`vitest.config.mts`
- **Docusaurus.Config**（source_file）：import type { Config } from "@docusaurus/types"; import { themes as prismThemes } from "prism-react-renderer"; 证据：`website/docusaurus.config.ts`
- **Sidebars**（source_file）：import type { SidebarsConfig } from "@docusaurus/plugin-content-docs"; 证据：`website/sidebars.ts`

## 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`, `website/README.md`, `package.json`
- **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`, `website/README.md`, `package.json`

## 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。

- **简介、安装与命令速查**：importance `high`
  - source_paths: README.md, package.json, bin/skul.js, src/cli.ts, docs/advanced.md
- **系统架构、状态布局与 Git 集成**：importance `high`
  - source_paths: src/registry.ts, src/state-layout.ts, src/git-context.ts, src/git-exclude.ts, src/git-index.ts
- **Bundle 发现、获取与多工具物化**：importance `high`
  - source_paths: src/bundle-discovery.ts, src/bundle-fetch.ts, src/bundle-manifest.ts, src/bundle-materialization.ts, src/bundle-translation.ts
- **根指令文件：Stealth 与 Tracked Shadow 双模式**：importance `high`
  - source_paths: src/root-instruction-content.ts, src/root-instruction-render.ts, src/root-instruction-state.ts, src/tool-mapping.ts, src/bundle-materialization.ts

## Repo Inspection Evidence / 源码检查证据

- repo_clone_verified: true
- repo_inspection_verified: true
- repo_commit: `aa3cd7147c8c670a0ebc84d80577901326691fe9`
- inspected_files: `README.md`, `package.json`, `pnpm-lock.yaml`, `docs/advanced.md`, `src/bundle-auto-detection.test.ts`, `src/bundle-discovery.test.ts`, `src/bundle-discovery.ts`, `src/bundle-fetch.integration.test.ts`, `src/bundle-fetch.test.ts`, `src/bundle-fetch.ts`, `src/bundle-items.test.ts`, `src/bundle-items.ts`, `src/bundle-manifest.test.ts`, `src/bundle-manifest.ts`, `src/bundle-materialization.test.ts`, `src/bundle-materialization.ts`, `src/bundle-translation.test.ts`, `src/bundle-translation.ts`, `src/cli.test.ts`, `src/cli.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: 可能修改宿主 AI 配置

- Trigger: 项目面向 Claude/Cursor/Codex/Gemini/OpenCode 等宿主，或安装命令涉及用户配置目录。
- Host AI rule: 列出会写入的配置文件、目录和卸载/回滚步骤。
- Why it matters: 安装可能改变本机 AI 工具行为，用户需要知道写入位置和回滚方法。
- Evidence: capability.host_targets | https://github.com/sjquant/skul | host_targets=claude
- 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: 能力判断依赖假设

- Trigger: README/documentation is current enough for a first validation pass.
- Host AI rule: 将假设转成下游验证清单。
- Why it matters: 假设不成立时，用户拿不到承诺的能力。
- Evidence: capability.assumptions | https://github.com/sjquant/skul | README/documentation is current enough for a first validation pass.
- 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: 维护活跃度未知

- Trigger: 未记录 last_activity_observed。
- Host AI rule: 补 GitHub 最近 commit、release、issue/PR 响应信号。
- Why it matters: 新项目、停更项目和活跃项目会被混在一起，推荐信任度下降。
- Evidence: evidence.maintainer_signals | https://github.com/sjquant/skul | last_activity_observed missing
- 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。

- Trigger: no_demo
- Evidence: downstream_validation.risk_items | https://github.com/sjquant/skul | no_demo; severity=medium
- 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: 存在评分风险

- Trigger: no_demo
- Why it matters: 风险会影响是否适合普通用户安装。
- Evidence: risks.scoring_risks | https://github.com/sjquant/skul | no_demo; severity=medium
- 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: issue/PR 响应质量未知

- Trigger: issue_or_pr_quality=unknown。
- Host AI rule: 抽样最近 issue/PR，判断是否长期无人处理。
- Why it matters: 用户无法判断遇到问题后是否有人维护。
- Evidence: evidence.maintainer_signals | https://github.com/sjquant/skul | issue_or_pr_quality=unknown
- 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: 发布节奏不明确

- Trigger: release_recency=unknown。
- Host AI rule: 确认最近 release/tag 和 README 安装命令是否一致。
- Why it matters: 安装命令和文档可能落后于代码，用户踩坑概率升高。
- Evidence: evidence.maintainer_signals | https://github.com/sjquant/skul | release_recency=unknown
- 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。
