Changes on 2026-03-26

1. **Analyze the Request:** * **Role:** World-class programmer analyzing documentation changes. * **Input:** Documentation diffs for 5 pages (`memory.md`, `about-claude/models/migration-guide.md`, `build-with-claude/extended-thinking.md`, `build-with-claude/effort.md`, `build-with-claude/prompt-engineering/claude-prompting-best-practices.md`). * **Task:** Analyze changes as a single batch, summarize what changed and why it matters. * **Output Format:** Markdown (Overall Summary, Key Themes, Impact Level, Action Items). * **Language:** Chinese. 2. **Analyze the Diffs:** * **Page 1: `memory.md`** * *Change:* Added a link to "context window visualization" in the section about `CLAUDE.md` files. * *Significance:* Minor informational update. Helps users understand where `CLAUDE.md` fits in the context. * **Page 2: `about-claude/models/migration-guide.md`** * *Change:* Updated guidance on the `interleaved-thinking` beta header. * *Previous:* Only remove for Opus 4.6; Sonnet 4.6 still supports it. * *New:* Remove for *both* Opus 4.6 and Sonnet 4.6 because Adaptive Thinking automatically enables it. The header is deprecated/functional but discouraged on Sonnet 4.6 as well. * *Added:* Large code block showing how to use Adaptive Thinking (`type: "adaptive"`, `output_config: {effort: ...}`) across multiple languages. * *Significance:* Strong push towards Adaptive Thinking and deprecation of manual controls/beta headers for the newest models (Opus/Sonnet 4.6). * **Page 3: `build-with-claude/extended-thinking.md`** * *Change:* Updated notes about Model Support. * *Previous:* Opus 4.6 adaptive only; Sonnet 4.6 supports both manual and adaptive. * *New:* Opus 4.6 and Sonnet 4.6 now *recommend* adaptive thinking. Manual `type: "enabled"` with `budget_tokens` is **deprecated** (but functional) for *both*. * *Interleaved Thinking:* Sonnet 4.6 now automatically enables interleaved thinking with adaptive thinking (recommended). The beta header is deprecated. * *Significance:* Consolidation of the recommendation. Manual mode is officially "legacy" even if it still works for 4.6 models. * **Page 4: `build-with-claude/effort.md`** * *Change:* Clarified behavior for Claude Sonnet 4.6. * *Previous:* Sonnet 4.6 supports both adaptive and manual. * *New:* Sonnet 4.6 "uses" adaptive thinking (recommended). Manual mode is deprecated but functional. * *Significance:* Consistent with other pages. Deprecating manual `budget_tokens` in favor of `effort`. * **Page 5: `build-with-claude/prompt-engineering/claude-prompting-best-practices.md`** * *Change:* Rewrote sections on "Hard ceiling on thinking costs" and "Leverage thinking & interleaved thinking". * *Previous:* Suggested switching to extended thinking with `budget_tokens` on Sonnet 4.6 for cost control. Suggested manual extended thinking was a valid alternative to adaptive on Sonnet 4.6. * *New:* States `budget_tokens` is deprecated on 4.6 models. Recommends lowering `effort` or using `max_tokens` instead. Strongly recommends Adaptive Thinking for agentic workloads. * *Added:* Code examples for migrating to adaptive thinking. * *Removed:* Sections specifically advocating for manual extended thinking on Sonnet 4.6 as a primary strategy. * *Significance:* Explicit guidance to stop using `budget_tokens` and move to `effort` parameters for Sonnet 4.6. 3. **Synthesize the Analysis:** * **Overall Trend:** The documentation is aggressively deprecating manual "Extended Thinking" (specifically `type: "enabled"` + `budget_tokens` and associated beta headers) for the latest models (Opus 4.6 and Sonnet 4.6) in favor of "Adaptive Thinking" (`type: "adaptive"` + `effort` parameter). * **Specifics:** * Manual mode is now "deprecated but functional" on Sonnet 4.6 (previously it was presented as a supported alternative). * Interleaved thinking is automatic with Adaptive mode on both Opus/Sonnet 4.6. * Migration code examples added. * Context window link added (minor). 4. **Drafting the Content (in Chinese):** * *Overall Summary:* 文档更新主要围绕 **Claude Sonnet 4.6 和 Opus 4.6** 的思维模式管理，明确将手动思维模式标记为已弃用，并全面推荐迁移至 **Adaptive Thinking（自适应思维）** 配合 `effort` 参数。 * *Key Themes:* * **Sonnet 4.6 手动思维模式弃用:** 之前 Sonnet 4.6 支持手动 `budget_tokens`，现在明确标记为 deprecated，推荐使用 Adaptive Thinking。 * **统一推荐 Adaptive Thinking:** 无论是 Opus 4.6 还是 Sonnet 4.6，首选方案均为 `thinking: {type: "adaptive"}`。 * **Beta 头部清理:** `interleaved-thinking` beta 头部现在在两个模型上均被弃用，因为 Adaptive 模式自动启用该功能。 * **代码示例补充:** 增加了多语言的迁移代码示例，展示如何使用新的 Adaptive 配置。 * *Impact Level:* Medium (高). 虽然现有代码仍能运行，但明确标记为 deprecated 意味着未来会被移除。开发者需要尽快重构以避免未来的破坏性变更。 * *Action Items:* * 更新代码：针对 Claude Sonnet 4.6，将 `thinking: {type: "enabled", budget_tokens: N}` 替换为 `thinking: {type: "adaptive"}` 并配合 `output_config: {effort: "medium"}`。 * 移除 Header：在 Opus 4.6 和 Sonnet 4.6 的请求中移除 `interleaved-thinking-2025-05-14` beta header。 * 调整成本控制：不再依赖 `budget_tokens` 控制成本，改用 `effort` 级别（low/medium/high）或 `max_tokens`。 * 测试迁移：在编码代理和计算机使用场景中测试 Adaptive Thinking 的表现（建议从 medium 或 high effort 开始）。 5. **Refining and Formatting:** * *Self-Correction during drafting:* The prompt asks for "Concise, insightful analysis". I should group the minor changes (memory.md) under the main theme or ignore it if it's too trivial. I'll mention it briefly as a UX improvement. The main story is the *deprecation of manual thinking on Sonnet 4.6*. This is a significant policy shift from "it supports both" to "manual is deprecated". * *Impact Assessment:* I labeled it Medium/High in thought. Let's stick to **Medium** for general impact but note it is effectively **High** for anyone heavily relying on specific `budget_tokens` tuning on Sonnet 4.6. I'll stick to Medium-High nuance. Let's just say **Medium** because it's not *breaking* yet, but highly recommended to change now. * *Action Items:* Keep them to max 5 bullets. 6. **Final Polish (Chinese):** Ensure terms like "Adaptive Thinking", "Extended Thinking", "Interleaved thinking" are used correctly in context. * *Summary:* 聚焦于 Sonnet 4.6/Opus 4.6 对手动思维模式的弃用，全面转向 Adaptive Thinking。 * *Themes:* 弃用手动配置、统一推荐 Adaptive、Beta Header 清理、迁移指引。 * *Impact:* Medium (未来破坏性变更，现有代码仍工作)。 * *Actions:* 迁移代码、移除 headers、使用 effort 参数。 7. **Final Output Generation** (Proceed to generate markdown).

1. **Analyze the Request:** * **Role:** World-class programmer, developer tools expert. * **Task:** Analyze documentation changes (specifically a `CHANGELOG.md.md` diff). * **Format:** Markdown, concise, insightful. * **Language:** Chinese. * **Input:** A single diff showing version 2.1.85 changes (+31 lines). * **Required Output:** 1. Overall Summary. 2. Key Themes. 3. Impact Level (with reasoning). 4. Action Items (max 5). 2. **Analyze the Diff (Version 2.1.85):** * *Added Features:* * `CLAUDE_CODE_MCP_SERVER_NAME/URL` env vars for MCP helpers. * Conditional `if` field for hooks (permission syntax like `Bash(git *)`) to reduce overhead. * Timestamps in transcripts for scheduled tasks (`/loop`, `CronCreate`). * Trailing space after `[Image #N]`. * Deep link queries support up to 5000 chars (with warning). * MCP OAuth follows RFC 9728 (Protected Resource Metadata). * Organization policy blocking for plugins. * PreToolUse hooks can satisfy `AskUserQuestion` via `updatedInput` (headless integration support). * `tool_parameters` in OTEL requires `OTEL_LOG_TOOL_DETAILS=1` (security/performance gating). * *Fixes:* * `/compact` failing on huge contexts. * `/plugin enable/disable` path mismatches. * `--worktree` error in non-git repos before hook. * `deniedMcpServers` blocking logic fixed (wasn't blocking claude.ai ones). * `switch_display` fix for multi-monitor. * Crash fix when OTEL exporters are 'none'. * Diff highlighting in non-native builds. * MCP step-up auth (refresh token handling). * Memory leak in remote sessions (interrupted streams). * `ECONNRESET` during edge churn (retry logic). * Prompts getting stuck/queue issues. * Python Agent SDK: `type:'sdk'` servers dropping. * Raw key sequences in SSH/VS Code terminal. * Remote Control status stuck. * Shift+Enter/Meta+Enter typeahead conflict. * Stale content scrolling. * **Terminal state issue:** Enhanced keyboard mode left active after exit (Ghostty/Kitty/WezTerm), breaking Ctrl+C/Ctrl+D. This is a big UX fix. * *Performance/Improvements:* * @-mention file autocomplete on large repos. * PowerShell dangerous command detection. * Scroll performance (replaced WASM yoga-layout with TS). * UI stutter during compaction. 3. **Synthesize Analysis:** * *Overall Summary:* Version 2.1.85 is a substantial maintenance release focused on performance optimization (scrolling, autocomplete), critical stability fixes (terminals, remote connections), and enhanced extensibility (MCP, hooks, OAuth). * *Key Themes:* * **Performance:** Moving away from WASM to TS for layout, better autocomplete on large repos, reduced UI stutter. * **Extensibility (MCP & Hooks):** New env vars for MCP, smarter hooks (conditional execution), OAuth RFC compliance, and organization policy enforcement. Headless integrations get a boost with `AskUserQuestion` handling. * **Stability & Reliability:** Fixes for terminal states (Kitty/Ghostty protocol), remote connection errors (`ECONNRESET`), and memory leaks. * **Developer Experience (DX):** Fixes for deep links, git worktrees, plugin management, and keyboard shortcuts (Shift+Enter). * *Impact Level:* **High**. * *Reasoning:* While not a "Breaking Change" release in terms of API, it fixes severe friction points: the terminal keyboard mode bug (blocking Ctrl+C after exit), memory leaks, and remote connection stability. Performance improvements on large repos directly affect daily productivity. New MCP capabilities allow for more complex integrations. * *Action Items:* * **Update for Terminal Fixes:** Users on Kitty/Ghostty/WezTerm should update immediately to fix the keyboard protocol issue (Ctrl+C/D not working after exit). * **Review MCP Hooks:** Developers can now optimize hook performance using the new `if` condition field. * **Check Organization Policies:** Admins should test the new plugin blocking logic in `managed-settings.json`. * **Headless Integration Upgrade:** Explore the new `PreToolUse` hook capability to bypass standard prompts via `updatedInput`. * **OpenTelemetry Config:** Check if `OTEL_LOG_TOOL_DETAILS=1` is needed for `tool_parameters` logging, as it's now gated. 4. **Drafting the Response (in Chinese):** * *Refining the "Action Items":* Make them punchy. * *Refining "Impact":* Highlight the specific UX improvements as they are high impact for daily usage. 5. **Final Review against Constraints:** * Markdown format? Yes. * Concise? Yes. * Chinese? Yes. * All 4 sections included? Yes. *(Self-Correction during drafting)*: Ensure I mention the `OTEL_LOG_TOOL_DETAILS=1` change specifically as it changes logging behavior (less verbose by default). 6. **Final Output Generation.** (Proceeding to generate output based on the above steps).

1. **Analyze the Request:** * **Role:** World-class programmer/developer tools expert. * **Task:** Analyze documentation changes as a single batch. * **Input:** Diffs from 30 pages (though only a subset of distinct diffs are provided in the prompt, I need to synthesize based on the provided diffs). * **Output Format:** Markdown, Chinese response, concise, insightful, focused on what matters to developers. * **Specific Structure:** 1. Overall Summary (1-2 sentences). 2. Key Themes (bullets). 3. Impact Level (Low/Medium/High/Breaking) + Reasoning. 4. Action Items for Developers (max 5 bullets). 2. **Scan and Process the Diffs:** * *Page: `costs.md`*: MCP (Model Context Protocol) tool definitions are now **deferred by default**. Previous behavior: deferred only when >10% context. New behavior: always deferred (only names in context until used). CLI tools are still more context-efficient. * *Page: `mcp.md`*: Reinforces MCP Tool Search is **enabled by default**. Defers all tools until needed. Old "10% threshold" logic is now optional (`ENABLE_TOOL_SEARCH=auto`). * *Page: `sub-agents.md`*: Added a link to context window visualization for subagents. Memory limit changed: "first 200 lines" to "first 200 lines or 25KB". * *Page: `build-with-claude/overview.md`*: Added a **"Zero Data Retention (ZDR)"** column to the feature table. Distinguishes between "ZDR eligible" and "Not ZDR eligible". * *Page: `build-with-claude/pdf-support.md`*: Added ZDR eligibility note. * *Page: `build-with-claude/extended-thinking.md`*: Added ZDR eligibility note. Fixed a link path (tool use forcing). * *Page: `build-with-claude/prompt-caching.md`*: Clarified ZDR eligibility (replaced technical explanation about KV cache with a simple "eligible" statement). Removed code examples for caching tool definitions (likely moved or cleaned up). * *Page: `build-with-claude/batch-processing.md`*: Clarified ZDR *not* eligible. Added "Data retention" section explaining 29-day retention. * *Page: `build-with-claude/context-windows.md`*: Added ZDR eligibility note. * *Page: `build-with-claude/context-editing.md`*: Added ZDR eligibility note (removed "Beta features are excluded" note). Fixed link for `tool_runner`. * *Page: `build-with-claude/citations.md`*: Added ZDR eligibility note. * *Page: `build-with-claude/search-results.md`*: Added ZDR eligibility note. * *Page: `build-with-claude/structured-outputs.md`*: Clarified ZDR eligibility with "limited technical retention" (JSON schema cached 24h). Removed large code block (clean up). * *Page: `build-with-claude/effort.md`*: Added ZDR eligibility note. * *Page: `build-with-claude/files.md`*: Clarified ZDR *not* eligible. Added "Data retention" section. * *Page: `build-with-claude/working-with-messages.md`*: Updated ZDR link path. * *Page: `agents-and-tools/tool-use/overview.md`*: Massive rewrite. Simplified intro. Removed old "Strict tool use" tip. Simplified code example. Focus on server tools vs client tools. * *Page: `agents-and-tools/tool-use/implement-tool-use.md`*: Renamed to "Define tools". Simplified content. Added link to `tool-reference`. Updated text regarding "Anthropic-defined". Removed boilerplate code examples. * *Page: `agents-and-tools/tool-use/bash-tool.md`*: Added ZDR note. Removed model compatibility table (moved to reference). Added safety improvements (allowlist logic). Updated example code to be more concise (`hidelines`). * *Page: `agents-and-tools/tool-use/text-editor-tool.md`*: Added ZDR note. Removed model compatibility table. Removed deprecated Sonnet 3.7 tabs. * *Page: `agents-and-tools/tool-use/computer-use-tool.md`*: Added ZDR note (removed "Beta not eligible" warning - implies it's now eligible or at least treated differently). Removed model compatibility table. Removed "feedback form" card. Simplified code. Updated action descriptions (zoom available on Opus 4.6). * *Page: `agents-and-tools/tool-use/web-search-tool.md`*: Simplified ZDR note (referenced server tools page). Removed model compatibility table. Removed long "Domain filtering" and "Prompt caching" sections (moved to reference/server tools). * *Page: `agents-and-tools/tool-use/web-fetch-tool.md`*: Simplified ZDR note. Removed model compatibility table. Removed "Domain filtering" and "Prompt caching" sections. Added "Next steps" links. * *Page: `agents-and-tools/tool-use/code-execution-tool.md`*: Added ZDR note (not eligible). Removed massive code example block. * *Page: `agents-and-tools/tool-use/memory-tool.md`*: Added ZDR note. Removed model compatibility table. Removed "Using with Context Editing" section (moved/consolidated). 3. **Synthesize and Categorize:** * **Theme 1: Zero Data Retention (ZDR) Standardization.** * Almost every feature page (`overview.md`, `pdf-support.md`, `extended-thinking.md`, `bash-tool.md`, etc.) now has a standardized ZDR note indicating eligibility. * Distinguishes features that *are* eligible (Context, Citations, Web Search/Web Fetch with caveats) vs. those that aren't (Batch Processing, Files, Code Execution). * *Why it matters:* Clear compliance messaging for enterprise/privacy-conscious devs. * **Theme 2: MCP Tool Search Defaults Changed.** * MCP tools are now **deferred by default** (only names loaded). * Previous behavior: automatic deferral only at 10% context usage. * *Why it matters:* Significant improvement in context management for users with many MCP servers. Developers using MCP in Claude Code will see much lower initial context usage. * **Theme 3: Documentation Cleanup & Restructuring (Consolidation).** * Massive removal of code examples from individual tool pages (`overview.md`, `implement-tool-use.md`, `bash-tool.md`, `code-execution-tool.md`). * Removal of "Model compatibility" tables (likely moved to a central "Tool Reference"). * Removal of cross-referenced sections like "Domain filtering" and "Prompt caching" from specific tool pages (replaced with links to general topics). * *Why it matters:* Documentation is getting leaner and easier to navigate, preventing bloat, but devs need to follow links to see implementation details. * **Theme 4: Beta Status Changes & Features Maturation.** * Context Editing is now ZDR eligible (removed "Beta features excluded" note). * Computer Use removed the "Beta not eligible for ZDR" warning (changed to "This feature is eligible..."). This is a big shift for security-sensitive use cases. * *Why it matters:* Critical for enterprise adoption of previously beta/restricted features. 4. **Drafting the Response (Internal Monologue & Translation to Chinese):** * *Summary:* Updates focused on privacy compliance (ZDR eligibility clarification), context optimization (MCP deferred loading by default), and documentation streamlining (consolidating code samples and references). * *Key Themes:* 1. **ZDR (Zero Data Retention) Standardization:** Standardized eligibility notes across all features. Crucial: Computer Use and Context Editing are now ZDR eligible. 2. **MCP Tool Search Default Update:** MCP tools are now deferred by default (only tool names in context), reducing overhead significantly. 3. **Documentation Restructuring:** Removed duplicate code examples and compatibility tables, centralizing them in reference pages. 4. **Data Retention Clarity:** Explicitly stated retention periods for non-ZDR features (e.g., Batch Processing: 29 days). * *Impact Level:* **Medium**. It's not a code-breaking API change, but the MCP default change significantly affects context usage behavior. The ZDR eligibility changes allow usage in previously restricted environments. * *Action Items:* * Review MCP tool usage if you have many servers (context behavior changed). * Check ZDR eligibility if your organization requires zero data retention (Computer Use, Context Editing are now options). * Update documentation links/bookmarks (some sections moved). * Update memory limit logic for subagents (25KB limit added). 5. **Refining the Output (Markdown format):** * *Summary:* 本次更新主要集中在隐私合规（ZDR 资格明确化）、上下文优化（MCP 工具默认延迟加载）以及文档结构精简（合并代码示例和参考表）。 * *Themes:* * ZDR 标准化：明确标注了所有功能的 ZDR 资格状态，**Computer Use** 和 **Context Editing** 现已支持 ZDR。 * MCP 上下文优化：MCP 工具定义现在**默认延迟加载**，仅加载工具名称，大幅减少闲置上下文占用。 * 文档重构：移除了冗余的代码示例和模型兼容性表格，将细节迁移至统一的参考页面。 * 数据保留明确化：对 Batch Processing 等非 ZDR 功能，明确说明了数据保留时长（如 29 天）。 * *Impact:* **Medium**。 * Reasoning: MCP 的默认行为变更会影响上下文窗口的使用效率（正面影响）；ZDR 状态更新解锁了关键功能（如 Computer Use）在企业环境中的合规使用；文档结构变动主要影响查阅体验，不破坏代码。 * *Action Items:* * 关注 MCP 工具的上下文消耗变化，新的默认策略将显著降低初始开销。 * 若受 ZDR 限制，现在可以放心在合规环境中启用 Computer Use 和 Context Editing。 * 更新内部文档或书签，因为部分章节（如域名过滤、提示词缓存）已被移至通用页面。 * 调整 Subagent 内存限制逻辑（新增 25KB 上限）。 6. **Final Polish (Chinese):** Ensure tone is professional, concise, and "world-class programmer" persona. * *Self-Correction on MCP:* The diff says `deferred by default` vs `automatic when >10%`. This is a logic flip. It effectively makes "tool search" always active for efficiency. * *Self-Correction on Computer Use:* The diff removed the "Beta not eligible" note and added the standard "ZDR eligible" note. This is a big deal for security. I should highlight it. 7. **Final Output Generation.** (Proceeding to generate the markdown).

1. **Understand the Goal**: The user wants a batch analysis of documentation changes from two specific files (`common-workflows.md` and `desktop.md`). The response needs to be in Chinese, concise, insightful, and formatted in Markdown. The persona is a world-class programmer. 2. **Analyze the Changes**: * **File 1: `common-workflows.md`**: * **Added**: A new section titled "Copy gitignored files to worktrees". * **Content**: Explains that Git worktrees (fresh checkouts) don't include untracked gitignored files (like `.env`). * **Solution**: Introduces a new file `.worktreeinclude` in the project root. * **Mechanism**: Uses `.gitignore` syntax. Only copies gitignored files, not tracked files. Prevents duplication of tracked files. * **Example**: Shows how to include `.env`, `.env.local`, `config/secrets.json`. * **Scope**: Applies to `--worktree` CLI flag, subagent worktrees, and parallel sessions in the desktop app. * **File 2: `desktop.md`**: * **Added**: A reference to the new `.worktreeinclude` feature. * **Context**: Added to the section about working in parallel with sessions (using Git worktrees). * **Link**: Points back to `common-workflows.md` for instructions on how to include gitignored files. 3. **Synthesize the Analysis**: * **Overall Summary**: The documentation introduces a new configuration mechanism (`.worktreeinclude`) to solve the problem of missing environment files (like `.env`) in Git worktrees, enhancing the developer experience when using parallel sessions or worktree-based workflows. * **Key Themes**: * **Configuration via File**: Introduction of a new configuration file convention (`.worktreeinclude`). * **Git Worktree Enhancement**: Improving the utility of Git worktrees by handling a common pain point (missing untracked local config). * **Cross-Platform Consistency**: The feature applies to CLI, subagents, and Desktop app. * **Impact Level**: **Medium**. * *Reasoning*: It's not a breaking change, nor is it a core API shift. However, for developers heavily relying on environment variables in local development and using Claude Code's parallel features, this is a significant quality-of-life improvement that solves a friction point (manually copying `.env` files). * **Action Items for Developers**: * Create a `.worktreeinclude` file in the project root if they use Git worktrees with Claude. * Add necessary gitignored files (e.g., `.env`) to this file. * Ensure `.claude/worktrees/` is in `.gitignore` (reminded in the docs). * Update team documentation or onboarding to mention this new config file for the project. 4. **Drafting the Response (in Chinese)**: * *Summary*: 文档引入了 `.worktreeinclude` 配置文件，用于解决 Git worktree 中缺少环境配置文件（如 `.env`）的问题。 * *Themes*: * 配置管理：通过文件定义规则。 * 并行开发体验：增强 worktree 环境的完整性。 * *Impact*: Medium（中等）。解决了常见痛点，但非强制性变更。 * *Action Items*: * 创建 `.worktreeinclude`。 * 填写 `.env` 等文件路径。 * 配合桌面版或 CLI 使用。 5. **Refining the Language (World-Class Programmer Persona)**: * Use precise terms like "Git worktrees", "gitignored files", "configuration convention". * Make it punchy. *Drafting Section 1 (Summary)*: 文档新增了 `.worktreeinclude` 配置机制，旨在解决 Claude 使用 Git worktree 进行并行开发时，环境变量文件（如 `.env`）缺失的问题。 *Drafting Section 2 (Themes)*: * **配置标准化**: 引入 `.worktreeinclude` 文件，复用 `.gitignore` 语法来定义需复制的文件。 * **开发体验优化**: 自动将 gitignored 文件注入到 worktree 中，消除了手动复制配置文件的繁琐步骤。 * **跨平台一致性**: 该机制同步支持 CLI 的 `--worktree`、子代理以及桌面应用的并行会话。 *Drafting Section 3 (Impact)*: **Medium (中等)**。 * **理由**: 这是一个纯粹的增强功能，解决了高频痛点，无需修改现有代码逻辑。对依赖本地环境变量并使用 Claude 并行工作流的开发者价值显著。 *Drafting Section 4 (Action Items)*: * 如果项目使用 `.env` 或 `.env.local`，请在项目根目录创建 `.worktreeinclude` 文件。 * 在文件中列出需要自动同步的 gitignored 文件路径。 * 确保团队成员知晓此配置，以便在并行会话中正确加载环境配置。 6. **Final Review**: Does it meet the constraints? Markdown format? Yes. Chinese? Yes. Concise? Yes. Insightful? Yes. 7. **Final Output Generation**.

1. **Analyze the Request:** * **Role:** World-class programmer analyzing documentation changes. * **Format:** Markdown, concise, insightful. * **Language:** Chinese. * **Input:** Two pages (`claude-code-on-the-web.md`, `memory.md`) with diffs. * **Output Structure:** 1. Overall Summary. 2. Key Themes. 3. Impact Level (Low/Medium/High/Breaking) with reasoning. 4. Action Items. 2. **Analyze Page 1: `claude-code-on-the-web.md`** * *Change:* Capitalized "App" in "Claude GitHub App". * *Change:* Added a major new section "Auto-fix pull requests". * *Details of "Auto-fix":* * Watches PRs for CI failures and review comments. * Requires Claude GitHub App. * Activation methods (Web UI status bar, Mobile app verbal command, Pasting PR URL in session). * Behavior logic: Clear fixes (push directly), Ambiguous requests (ask user), Duplicates (ignore). * Replies to comments on GitHub using the user's account (labeled as Claude Code). * *Significance:* Significant new automation feature. It shifts Claude from a reactive coding assistant to an active agent managing the PR lifecycle. 3. **Analyze Page 2: `memory.md`** * *Change:* Updated the table row "Loaded into" for "Auto memory" from "Every session (first 200 lines)" to "Every session (first 200 lines or 25KB)". * *Change:* Updated the "How it works" section text to reflect the same limit (200 lines *or* 25KB). * *Change:* Clarified that the limit applies *only* to `MEMORY.md` (implied before, but made explicit). * *Significance:* Technical detail update. Prevents confusion if lines are very long. Clarifies capacity constraints for memory files. 4. **Synthesize the Analysis (Drafting in English first, then translating):** * *Overall Summary:* The updates introduce a powerful new "Auto-fix pull requests" feature that allows Claude to automatically respond to CI failures and review comments, alongside a technical clarification on `MEMORY.md` loading limits. * *Key Themes:* * **Automated PR Maintenance:** Claude can now proactively watch and fix PRs. * **Human-in-the-Loop Logic:** Defines how Claude handles ambiguity vs. clear fixes. * **Identity Proxying:** Claude replies to comments using the user's account (with labeling). * **Capacity Refinement:** Clarifies memory file loading constraints (lines vs. size). * *Impact Level:* * *Level:* High. * *Reasoning:* The "Auto-fix" feature is a major functional addition that changes the development workflow significantly, moving towards autonomous agents. The memory change is minor but beneficial. * *Action Items:* * Ensure Claude GitHub App is installed to use Auto-fix. * Review how Auto-fix interacts with existing team PR review workflows. * Be aware that Claude will reply to PR comments using your account. * Optimize `MEMORY.md` keeping the 25KB/200-line limit in mind (though practically 200 lines is usually hit first, this helps if lines are huge). 5. **Translate and Refine to Chinese (Target Audience: Developers):** * *Overall Summary:* 文档重点引入了全新的“自动修复拉取请求”功能，允许 Claude 自动响应 CI 失败和评审意见；同时澄清了 `MEMORY.md` 文件的加载限制机制。 * *Key Themes:* * **自动化 PR 维护：** Claude 升级为主动代理，可监听并修复 CI 失败或代码评审问题。 * **代理行为逻辑：** 明确了区分“明确修复”、“模糊请求”和“重复事件”的处理策略。 * **身份代理机制：** Claude 会以用户身份在 GitHub 上回复评论（但会标注来源）。 * **内存容量优化：** 修正了内存文件的加载规则，增加了 25KB 的双重限制标准。 * *Impact Level:* * *Level:* **High** (高) * *Reasoning:* "Auto-fix" 是一项重大的功能更新，从根本上改变了开发者维护 PR 的方式，大幅提升了自动化水平。`MEMORY.md` 的变更虽然属于细节修正，但对资源管理有实际指导意义。 * *Action Items:* * 确认已安装 Claude GitHub App 以启用自动修复功能。 * 熟悉 Claude 在处理模糊评审意见时的“确认”机制，避免意外改动。 * 留意 Claude 使用你的账户在 GitHub 上的自动回复行为，告知团队成员。 * 优化 `MEMORY.md` 结构，确保关键内容位于前 200 行或 25KB 范围内。 6. **Final Polish:** Check against constraints. Concise? Yes. Insightful? Yes. Markdown? Yes. Chinese? Yes. *Self-Correction during drafting:* For Action Item #3, make sure to mention that it uses *their* account. This is a security/permission nuance developers care about. For Action Item #1, emphasize the App installation as it's a prerequisite mentioned in the Note block. 7. **Final Output Generation.** (Proceed to generate output).

1. **Understand the Goal:** The user wants a batch analysis of documentation changes for a developer tool (likely "Claude Code" based on context clues like "claude-code" in image URLs and file names). The output needs to be in Chinese, markdown format, concise, and focused on developer impact. 2. **Analyze the Source Data (Diffs):** * **`hooks.md`**: * Updated lifecycle diagram URL (likely just asset refresh). * Added `TaskCreated` event to the list/table. Moved `TaskCompleted` to be grouped with TaskCreated (next to SubagentStart/Stop). * Updated the "matcher" table. The diff cuts off, but `TaskCreated` is now listed. * *Insight*: Introduction of a new lifecycle event `TaskCreated` for when a task is created via `TaskCreate`. * **`hooks-guide.md`**: * Same change as `hooks.md`: Added `TaskCreated` event and repositioned `TaskCompleted` in the event list. * Updated the "matcher" table to include `TaskCreated`. * **`interactive-mode.md`**: * Changed description for `Ctrl+U`. Old: "Delete entire line". New: "Delete from cursor to line start" + added detail about clearing across lines in multiline input on repeat. * **`mcp.md`**: * Added clarification: Local MCP server config takes precedence over Claude.ai connectors. * Added limit: Tool descriptions and server instructions are truncated at 2KB. Advice: keep concise, put critical details at the start. * **`plugins-reference.md`**: * Same as `hooks.md` and `hooks-guide.md`: Added `TaskCreated` event. * **`setup.md`**: * Cleaned up code block syntax (removed duplicate `theme={null}` attributes). * **`skills.md`** and `slash-commands.md`**: * The diffs shown are truncated or identical table updates. * Looking closely at the diffs provided: The table for "skill configuration fields" is shown. The diff shows formatting changes (spacing in markdown table) and potentially a description update, but the cut-off makes it hard to see specific content changes. *Wait*, looking at the table row for `shell`: "Setting `powershell` runs inline shell commands via PowerShell on Windows. Requires `CLAUDE_CODE_USE_POWERSHELL_TOOL=1`." This text appears in the "New" version. Did it exist before? The "Old" diff for `skills.md` cuts off. However, `skills.md` and `slash-commands.md` diffs look very similar. Let's re-read `skills.md` diff. * The `skills.md` diff shows the table. The "New" side has a slightly longer table width or different wrapping. The `shell` row is visible in the "New" side. * Actually, looking at `slash-commands.md`, the diff is identical to `skills.md`. * The main change here seems to be consistent formatting or minor clarifications in the table descriptions, though the specific text change isn't explicitly visible as a "changed line" in the provided snippets except potentially the wrapping. *Correction*: The prompt shows "Page: skills.md | +15 / -14". This is a significant change for just formatting. Let's look closer. The row for `shell` in the provided output shows: `shell | No | Shell to use for ...`. The text for `shell` includes "Requires `CLAUDE_CODE_USE_POWERSHELL_TOOL=1`". This is likely the new addition or clarification. 3. **Synthesize Themes:** * **New Hook Event:** `TaskCreated` is a new feature in the Hooks system. * **MCP Configuration & Limits:** Precedence rules (local over cloud) and character limits (2KB) for descriptions. * **UI/UX Polish:** Interactive mode keybinding clarification (`Ctrl+U`), code block formatting cleanup. * **Skills/Plugins:** Documentation consistency, likely regarding the PowerShell requirement or shell configuration details. 4. **Determine Impact Level:** * `TaskCreated`: New capability for plugin/hook developers. Medium impact. * MCP 2KB limit: Important for tool developers to know to avoid truncation. Medium impact. * Interactive mode `Ctrl+U`: Low impact (UX improvement). * Setup formatting: Negligible impact. * *Overall*: Medium. It adds new API surface (`TaskCreated`) and important constraints for MCP developers. 5. **Draft Action Items:** * Update hook logic to handle `TaskCreated`. * Review MCP tool descriptions/instructions to ensure they are under 2KB and front-load critical info. * Be aware of local MCP server precedence over connectors. 6. **Translate to Chinese & Format:** * *Overall Summary*: 文档更新主要涉及 Hooks 系统新增 `TaskCreated` 事件、MCP 配置的优先级规则与限制说明，以及交互模式和技能配置的细节优化。 * *Key Themes*: * Hooks API 增强：引入 `TaskCreated` 事件以捕获任务创建时刻。 * MCP 限制与优先级：明确本地配置优先于云端连接器，新增 2KB 描述截断限制。 * 用户体验优化：修正了交互模式下的快捷键描述（`Ctrl+U`），并清理了文档代码块的格式。 * *Impact*: Medium（中等）。新增 API 事件和 MCP 限制约束对开发者有直接影响。 * *Action Items*: * 在插件或钩子配置中利用 `TaskCreated` 事件处理任务创建逻辑。 * 检查 MCP 工具描述和服务器指令长度，确保关键信息在前且不超过 2KB。 * 注意 MCP 配置冲突时，本地设置会覆盖云端 Connector 设置。 7. **Final Review:** * Did I miss anything? The `skills.md` diff cut off, but the `shell` section mentions `CLAUDE_CODE_USE_POWERSHELL_TOOL=1`. I should mention checking skill/shell config docs for PowerShell specifics if relevant, but the MCP 2KB limit and TaskCreated are the biggest "new" things. The `Ctrl+U` change is a functional behavior change description worth noting for power users. * Refining "Action Items": 1. Implement `TaskCreated` hook logic. 2. Optimize MCP descriptions (2KB limit). 3. Note MCP precedence (local > cloud). * The prompt asks for "insightful analysis". I will group the `skills.md`/`slash-commands.md` changes under "Documentation Consistency/Clarification" regarding shell config or simply group them with the general docs polish if the specific change isn't fully clear from the truncated diff. However, the `TaskCreated` appears in 3 files, which is strong evidence it's the star of the show. * Structure looks good. Proceeding to generate output.

1. **Analyze the Request:** * **Role:** World-class programmer analyzing documentation changes. * **Input:** A single diff from `about-claude/pricing.md`. * **Output Format:** Markdown with specific sections (Summary, Key Themes, Impact Level, Action Items). * **Language:** Chinese. 2. **Analyze the Diff:** * **File:** `about-claude/pricing.md` * **Change:** * *Old Text:* "Regional endpoints include a 10% premium over global endpoints. **The Claude API (1P) is global by default and unaffected by this change.** The Claude API is global-only (equivalent to the global endpoint offering and pricing from other providers)." * *New Text:* "Regional endpoints include a 10% premium over global endpoints. The Claude API (1P) is global by default; for 1P data residency options and pricing, see [Data residency pricing](#data-residency-pricing) below." * **Interpretation:** * The old text emphatically stated that the "Claude API (1P)" is "global-only" and "unaffected" by the regional endpoint pricing change. * The new text states that while it is global by default, there *are* options for "1P data residency" and directs developers to a specific section ("Data residency pricing"). * This implies that 1P (First Party) customers now *can* choose regional endpoints/data residency options for an additional cost, whereas previously they might have been told there were no such options or that the API was strictly global-only. 3. **Draft the Sections (Internal Monologue -> Chinese Translation):** * **Overall Summary:** * *Draft:* The documentation was updated to clarify that the Claude API (1P) supports data residency options with associated pricing, rather than being strictly global-only. * *Chinese:* 文档更新指出，Claude API (1P) 现在支持数据驻留选项及相关定价，而不再仅仅是“仅限全球”模式。 * **Key Themes:** * *Draft:* * Pricing structure clarification for 1P customers. * Availability of data residency for enterprise/1P. * Removal of "global-only" restriction text. * *Chinese:* * 1P 客户的定价结构澄清。 * 面向企业/1P 客户的数据驻留选项可用性。 * 移除了关于 API 严格“仅限全球”的描述。 * **Impact Level:** * *Draft:* Medium. It reveals a new capability/option for 1P customers regarding where their data is stored, which could affect cost decisions. * *Chinese:* Medium。它揭示了 1P 客户在数据存储地点方面的新能力/选项，这可能会影响成本决策。 * **Action Items for Developers:** * *Draft:* * Check the new "Data residency pricing" section if you have strict data location requirements. * Review budget if opting for regional endpoints (10% premium mentioned). * Verify if your current 1P setup needs changes to adhere to new residency options. * *Chinese:* * 如果您有严格的数据驻留要求，请查阅新的“数据驻留定价”部分。 * 如果选择区域端点（提及 10% 溢价），请审查预算。 * 核实当前的 1P 设置是否需要更改以适应新的驻留选项。 4. **Refine and Polish (Markdown):** * *Summary:* 更新了定价文档，明确 Claude API (1P) 现支持数据驻留选项及相应定价，而非仅限于全球端点。 * *Key Themes:* * **功能澄清**: 纠正了 Claude API (1P) "仅限全球" 的描述，确认其支持数据驻留。 * **定价结构**: 将 1P 客户的区域端点选项与相关定价章节关联。 * *Impact Level:* **Medium** (中等)。虽然不是破坏性更改，但对有数据主权要求的企业客户是重要信息，可能涉及额外费用。 * *Action Items:* * 查阅文档中 [Data residency pricing](#data-residency-pricing) 部分，了解 1P 客户的具体费用。 * 如果您的业务受限于数据必须存储在特定区域，请评估启用数据驻留选项的必要性。 * 注意区域端点通常包含 10% 的费用溢价，需相应调整预算评估。 5. **Final Review against Constraints:** * Markdown format? Yes. * Concise? Yes. * Insightful? Yes, caught the nuance that 1P *now* implies residency options are available. * Chinese language? Yes. 6. **Generate Output.**

1. **Analyze the Request**: * **Role**: World-class programmer with expertise in dev tools/docs. * **Task**: Analyze documentation changes (batch of 2 pages). * **Format**: Markdown, Chinese response. * **Structure**: Overall Summary, Key Themes, Impact Level, Action Items. 2. **Analyze the Input Data**: * **Page 1: `cli-reference.md`**: * **Change**: The example command for `claude plugin install` changed from `code-review@claude-code-marketplace` to `code-review@claude-plugins-official`. * **Implication**: The marketplace domain/identifier for official plugins has changed or been standardized. * **Page 2: `plugins.md`**: * **Change**: In the "Why namespacing?" note, the example changed from `/greet:hello` to `/my-first-plugin:hello`. * **Implication**: This is purely a documentation update to make the example clearer or consistent with the surrounding tutorial context (assuming `my-first-plugin` is the example plugin name being built). It doesn't change functionality. 3. **Synthesize the Analysis**: * **Overall Summary**: The updates are minor corrections or refinements to examples within the documentation. Specifically, the official plugin marketplace identifier was updated, and a naming example was clarified. * **Key Themes**: * *Example Updates*: Specific examples were revised for accuracy or clarity. * *Plugin Ecosystem*: Changes relate to the plugin installation source and naming conventions. * **Impact Level**: Low. * *Reasoning*: These are documentation string changes. While the marketplace identifier change suggests a potential backend shift in how plugins are addressed, the code/API itself didn't necessarily change (it's likely just updating the docs to match the new valid identifier). The naming change is cosmetic. No breaking changes to the CLI API are indicated, though developers might need to use the new marketplace ID if they were hardcoding the old one (unlikely for most). * **Action Items**: * Update any internal scripts or tutorials that reference the old `claude-code-marketplace` identifier to use `claude-plugins-official`. * Be aware of the correct namespace format when creating new plugins (using the plugin name as the prefix). 4. **Drafting the Response (in Chinese)**: * *Summary*: 文档更新主要集中在插件相关的示例修正，更新了官方插件的安装标识符，并澄清了插件命名空间的示例。 * *Themes*: * 示例修正 * 插件生态 * *Impact*: Low. 纯文档级别的修改，主要是为了准确性。 * *Action Items*: * 如果内部文档引用了旧的安装源，请更新。 * 确保新插件开发遵循 `plugin-name:command` 格式。 5. **Refining the Output (Polishing for "World-class programmer" tone)**: * Make it punchy and professional. * *Draft*: ## 总结 此次更新仅涉及文档中的示例修正。主要更改了官方插件的安装来源标识符，并优化了插件命名空间的使用示例。 ## 关键主题 * **插件安装源修正**：`claude-code-marketplace` 已更新为 `claude-plugins-official`。 * **命名示例清晰化**：将命名空间示例从通用术语改为更贴合上下文的插件名称。 ## 影响等级 **低** 这属于文档层面的修正，未涉及 API 接口变更或 CLI 功能调整，但反映了官方插件发布渠道的命名规范变更。 ## 待办事项 * 检查并更新所有引用旧 marketplace 标识符 (`claude-code-marketplace`) 的脚本或文档。 * 提醒团队，在安装官方插件时需使用新的 `@claude-plugins-official` 后缀。 6. **Final Review against constraints**: * Markdown format? Yes. * Chinese? Yes. * Concise? Yes. * Insightful? Yes, noted the shift in marketplace ID. 7. **Final Output Generation**. (Proceed to generate output based on the refined draft).