feat: add startup optimization deep-dive & Qwen Code improvement report by wenshao · Pull Request #34 · wenshao/codeagents

wenshao · 2026-04-03T18:53:43Z

新增文档

1. startup-optimization-deep-dive.md

Claude Code API Preconnect（71 行）：fire-and-forget HEAD 请求预热 TCP+TLS 连接
Claude Code Early Input Capture（191 行）：启动期间 raw mode 捕获键盘输入
Qwen Code 现状对比 + 实现方案建议（~160 行代码）
收益评估：首次 API 延迟改善 ~150ms

2. qwen-code-improvement-report.md

基于 56 个 Claude Code 模块的系统性对比
18 项改进建议，按 P0-P3 优先级排序
Top 5 改进点详细说明（含源码路径）

审计

4 轮审计（技术准确性、逻辑一致性、反向审计、格式规范）
修复 13 个问题（行数修正、行号校准、代码准确性验证）

…rence and relative paths - Remove 'leaked' reference in qwen-code-improvement-report.md - Fix 14 relative paths from '../claude-code-leaked/' to 'claude-code/' - Add English annotations to technical terms across 10 comparison docs (Speculation, Context Compression, Subagent, Telemetry, etc.) Co-authored-by: Qwen-Coder <qwen-coder@alibabacloud.com>

…-code-improvement-report.md - Add local source paths section (claude-code-leaked + qwen-code) - Convert 14 Claude Code source refs to clickable links - Convert 7 Qwen Code source refs to clickable links Co-authored-by: Qwen-Coder <qwen-coder@alibabacloud.com>

- Replace external source code links with internal article links - Convert 21 external file links to internal documentation links - Add related article references for all 5 Top 5 improvement sections - Use '源码:' format for source code references instead of clickable links Co-authored-by: Qwen-Coder <qwen-coder@alibabacloud.com>

1. reactiveCompact.ts does NOT exist — changed to apiMicrocompact.ts 2. Qwen Code speculation is complete in v0.15.0 (563 lines + overlayFs + speculationToolGate), only default-disabled — updated description, matrix row, summary table, and suggestions 3. Claude Code speculation.ts: 992 → 991 lines Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

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Pull request overview

This PR updates the comparison documentation set to add/standardize bilingual terminology (e.g., Telemetry/Model Routing/Sampling/Escape Sequence) and refine the Qwen Code improvement report and startup optimization deep-dive content.

Changes:

Standardize key terms across multiple comparison docs by adding English term annotations in headings and key sentences.
Refine qwen-code-improvement-report.md with updated comparisons, links to related articles, and updated speculation system assessment.
Minor clarity tweaks in diagrams/wording in startup optimization and other deep-dive docs.

Reviewed changes

Copilot reviewed 10 out of 10 changed files in this pull request and generated 2 comments.

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File	Description
docs/comparison/telemetry-privacy-deep-dive.md	Adds “Telemetry” term annotations to title/intro.
docs/comparison/telemetry-architecture-deep-dive.md	Adds bilingual terms (Telemetry/Sampling/Fallback) and clarifies sampling section label.
docs/comparison/startup-optimization-deep-dive.md	Adds bilingual annotations (Raw Mode/Escape Sequence/Rendering/Preconnect) in early-input and startup flow sections.
docs/comparison/qwen-code-improvement-report.md	Updates terminology, adds local source-reference note, refines the improvement matrix and related-links sections.
docs/comparison/privacy-telemetry.md	Adds “Telemetry” term annotations to section titles.
docs/comparison/model-routing.md	Adds “Model Routing/Telemetry/Plugin/Subagent” term annotations and section header clarifications.
docs/comparison/loop-schedule.md	Adds bilingual annotations (Daemon/Token/Bridge) to scheduling comparison and explanation.
docs/comparison/input-queue-deep-dive.md	Adds bilingual annotations (Early Input Capture/Raw Mode/Escape Sequence/Rendering) in Early Input and queue visualization sections.
docs/comparison/context-compression-deep-dive.md	Adds “Context Compression/Memory/Subagent” annotations in headings and key explanations.
docs/comparison/claude-code-vs-cursor.md	Adds bilingual annotations (Hook/Plugin/Sandbox) in extensibility/security sections.

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docs/comparison/qwen-code-improvement-report.md

docs/comparison/privacy-telemetry.md

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

Changed `../claude-code-leaked/` → `../claude-code/`（源码快照）in the source path hint to avoid inconsistency with "源码分析" description. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

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Pull request overview

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Major additions to qwen-code-improvement-report.md: 1. New P0 item: Mid-Turn Queue Drain (PR QwenLM/qwen-code#2854 open) 2. Upgraded P2→P1: Tool parallelism with Kind-based batching (PR QwenLM/qwen-code#2864 open) 3. New P1 items: startup optimization, CLAUDE.md conditional rules 4. New P2 items: shell security, MDM enterprise, API token counting 5. Added Fork Subagent deep-dive cross-reference link 6. Expanded summary table from 10→16 dimensions with "进展" column tracking Qwen Code PR status 7. Fixed forkSubagent.ts line count 211→210 Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

- Reduced matrix from 7 columns to 5 (优先级/改进点/现状/难度/进展) to eliminate GitHub horizontal scrollbar - Added section 五 with 12 deep-dive cross-reference links - Tracked Qwen Code PR status: #2854 (mid-turn drain), #2864 (parallelism), #2525 (speculation, merged) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

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Pull request overview

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docs/comparison/qwen-code-improvement-report.md

- compact.ts: 1706→1705 - AgentTool.tsx: 1398→1397 - runAgent.ts: 974→973 - autoDream.ts: 325→324 - Fix anchor: #相关-deep-dive-文章 → #五相关-deep-dive-文章 Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

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Copilot · 2026-04-03T21:31:46Z

docs/comparison/qwen-code-improvement-report.md

 - 无法 fork 当前会话上下文，无法继承对话历史

+**相关文章**：
+- [Fork 子代理 Deep-Dive](./fork-subagent-deep-dive.md)


The link points to ./fork-subagent-deep-dive.md, but that file does not exist in docs/comparison/ (broken relative link). Please either add the referenced Deep-Dive document or update the link to the correct existing file path.

Suggested change

- [Fork 子代理 Deep-Dive](./fork-subagent-deep-dive.md)

- Fork 子代理 Deep-Dive（文档待补充）

Copilot · 2026-04-03T21:31:46Z

docs/comparison/qwen-code-improvement-report.md

+| Mid-Turn Queue Drain | [输入队列与中断机制](./input-queue-deep-dive.md) |
+| 上下文压缩 | [上下文压缩算法](./context-compression-deep-dive.md) |
+| Fork 子代理 | [Fork 子代理](./fork-subagent-deep-dive.md) |
+| 智能工具并行 | [工具并行执行](./tool-parallelism-deep-dive.md) |


This table references ./fork-subagent-deep-dive.md, but the file is missing from docs/comparison/, so the link will be broken for readers. Add the document or change the link target to an existing page.

Suggested change

| 智能工具并行 | [工具并行执行](./tool-parallelism-deep-dive.md) |

| 智能工具并行 | 工具并行执行 |

Closed PR #72 (qwen3.6-plus) — 22 of 26 items duplicated existing 183. Extracted 4 new items to p2-tools: - #31 /plan (plan mode) - #32 /rename (session rename) - #33 /upgrade (version upgrade + changelog) - #34 Plugin system (aggregated container for commands+skills+hooks+MCP) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

PR #102: 3/5 duplicated, 2 new (useTaskListWatcher, useDirectConnect). PR #104: 4/5 duplicated with PR #101, 1 new (useAssistantHistory). New P3 items: #32-#34. Total: 217 items. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

wenshao and others added 2 commits April 4, 2026 03:20

wenshao force-pushed the feat/startup-optimization-qwen-improvement branch from 71d04ad to 2b20bde Compare April 3, 2026 19:20

wenshao mentioned this pull request Apr 3, 2026

fix: correct improvement report accuracy (reactiveCompact + speculation) #35

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fix: replace 'leaked 源码' with '源码分析' in startup-optimization disclaimer

448a89b

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

wenshao requested a review from Copilot April 3, 2026 21:11

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wenshao requested a review from Copilot April 3, 2026 21:28

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wenshao merged commit a4f5047 into main Apr 3, 2026
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feat: add startup optimization deep-dive & Qwen Code improvement report#34

feat: add startup optimization deep-dive & Qwen Code improvement report#34
wenshao merged 9 commits intomainfrom
feat/startup-optimization-qwen-improvement

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	- [Fork 子代理 Deep-Dive](./fork-subagent-deep-dive.md)
	- Fork 子代理 Deep-Dive（文档待补充）

	\| 智能工具并行 \| [工具并行执行](./tool-parallelism-deep-dive.md) \|
	\| 智能工具并行 \| 工具并行执行 \|

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wenshao commented Apr 3, 2026

新增文档

1. startup-optimization-deep-dive.md

2. qwen-code-improvement-report.md

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