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GitHub 每日 Trending 深度报告

本报告聚合 GitHub 每日上升最快的 10 个开源项目，包含项目介绍、特点标签、语言占比及近 7 天合并 PR 中文化解读。

监控项目数 10个
今日新增 Star 总和 10,483+
近 7 天合并 PR 总数 67个
数据来源 GitHub Trending + REST API
1
cloudflare/computer
🔥 今日 +2,802 ⭐ 4,796 🍴 241
项目介绍

（自动本地化）Give your agent a computer 👾

Give your agent a computer 👾
基本信息
所属组织cloudflare
主要语言TypeScript
开源协议MIT
创建时间2026-06-05（约 2 个月前）
最后更新2026-08-06
开放 Issue22 个
项目特点
新生项目开源协议: MIT
语言占比
TypeScript 94.7%JavaScript 3.3%Shell 2.0%Dockerfile 0.0%
近 7 天合并 PR（共 8 个，展示前 8）
近 7 天共合并 8 个 PR，涉及 1 位贡献者。改动类型分布：🔀 其他改动 8 个。
编号标题作者 / 时间
#49
新增 changeset driven 工作流 for releases
Add changeset driven workflow for releases
 @aron-cf
2026-08-05
#48
更新 collaborators info
Update collaborators info
 @aron-cf
2026-08-05
#46
支持 callable backends and streaming in the exec tool
Support callable backends and streaming in the exec tool
 @aron-cf
2026-08-04
#45
Unify the execution backends
Unify the execution backends
 @aron-cf
2026-08-04
#39
Stream JavaScript execution output live over a framed stream
Stream JavaScript execution output live over a framed stream
 @aron-cf
2026-08-03
#37
Use process shim in WorkerJavaScriptBackend
Use process shim in WorkerJavaScriptBackend
 @aron-cf
2026-08-03
#38
Unify the backend connect signature on one host-injected shape
Unify the backend connect signature on one host-injected shape
 @aron-cf
2026-08-03
#36
新增 examples/worker-javascript
Add examples/worker-javascript
 @aron-cf
2026-08-03
2
mattpocock/skills
🔥 今日 +1,873 ⭐ 207,039 🍴 17,881
项目介绍

（自动本地化）Skills for Real Engineers. Straight from my .agents directory.

Skills for Real Engineers. Straight from my .agents directory.
基本信息
所属组织mattpocock
主要语言Shell
开源协议MIT
创建时间2026-02-03（约 6 个月前）
最后更新2026-08-06
开放 Issue294 个
项目特点
超头部项目 10w+ ⭐社区活跃开源协议: MIT
语言占比
Shell 70.6%JavaScript 29.4%
近 7 天合并 PR（共 8 个，展示前 8）
近 7 天共合并 8 个 PR，涉及 2 位贡献者。改动类型分布：🔧 杂项维护 3 个、🐛 缺陷修复 3 个、📝 文档更新 1 个、♻️ 代码重构 1 个。
编号标题作者 / 时间
#788
[📝 文档更新] drop the "holds decisions" phrasing
docs(grill-me): drop the "holds decisions" phrasing
 @mattpocock
2026-08-06
#782
[🔧 杂项维护] 版本 skills
chore: version skills
 @github-actions[bot]
2026-08-06
#783
[♻️ 代码重构] 移除 the minutes estimate
refactor(wizard): remove the minutes estimate
 @mattpocock
2026-08-06
#779
[🐛 缺陷修复] make diagnosing-bugs redact secrets
fix: make diagnosing-bugs redact secrets
 @mattpocock
2026-08-06
#781
[🐛 缺陷修复] make subagent dispatch harness-neutral
fix: make subagent dispatch harness-neutral
 @mattpocock
2026-08-06
#769
[🔧 杂项维护] sync the 插件 版本 from package.json on 发布
chore: sync the plugin version from package.json on release
 @mattpocock
2026-08-05
#768
[🔧 杂项维护] 版本 skills
chore: version skills
 @github-actions[bot]
2026-08-05
#766
[🐛 缺陷修复] make writing-for-agents 模型-invokable in Codex
fix: make writing-for-agents model-invokable in Codex
 @mattpocock
2026-08-05
3
firecrawl/pdf-inspector
🔥 今日 +1,190 ⭐ 12,439 🍴 836
项目介绍

（自动本地化）Fast Rust library for PDF inspection, classification, and text extraction. Intelligently detects scanned vs text-based PDFs to 启用 smart routing decisions.

Fast Rust library for PDF inspection, classification, and text extraction. Intelligently detects scanned vs text-based PDFs to enable smart routing decisions.
基本信息
所属组织firecrawl
主要语言Rust
开源协议MIT
创建时间2026-02-06（约 6 个月前）
最后更新2026-08-06
开放 Issue85 个
技术标签
markdownnodejsocr-routingpdfpdf-classificationpdf-extractionpdf-parserpythonrusttext-extraction
项目特点
开源协议: MIT
语言占比
Rust 96.0%Python 1.8%HTML 1.8%JavaScript 0.3%
近 7 天合并 PR（共 8 个，展示前 8）
近 7 天共合并 8 个 PR，涉及 4 位贡献者。改动类型分布：🐛 缺陷修复 6 个、🔀 其他改动 1 个、📝 文档更新 1 个。
编号标题作者 / 时间
#289
[🐛 缺陷修复] refresh benchmark results
fix(site): refresh benchmark results
 @abimaelmartell
2026-08-06
#284
Preserve page-prefixed Markdown content
Preserve page-prefixed Markdown content
 @Bortlesboat
2026-08-06
#209
[🐛 缺陷修复] skip subset GID remap for CIDFontType0 (CFF) descendants
fix(tounicode): skip subset GID remap for CIDFontType0 (CFF) descendants
 @m-naoki-m
2026-08-06
#230
[🐛 缺陷修复] recover from a corrupted startxref pointer
fix: recover from a corrupted startxref pointer
 @MADENIYOU
2026-08-05
#231
[🐛 缺陷修复] extract_pages_markdown's needs_ocr now agrees with classify_pdf
fix: extract_pages_markdown's needs_ocr now agrees with classify_pdf
 @MADENIYOU
2026-08-05
#262
[🐛 缺陷修复] preserve ruled tables and chart prose order
fix(layout): preserve ruled tables and chart prose order
 @abimaelmartell
2026-08-05
#241
[🐛 缺陷修复] supply built-in metrics for non-embedded base-14 fonts
fix(extractor): supply built-in metrics for non-embedded base-14 fonts
 @abimaelmartell
2026-08-05
#243
[📝 文档更新] sync AGENTS.md with CLAUDE.md, refresh eval 工作流 guidance
docs: sync AGENTS.md with CLAUDE.md, refresh eval workflow guidance
 @abimaelmartell
2026-08-05
4
TencentCloud/TencentDB-Agent-Memory
🔥 今日 +1,057 ⭐ 16,384 🍴 1,475
项目介绍

（自动本地化）TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.
基本信息
所属组织TencentCloud
主要语言TypeScript
开源协议NOASSERTION
创建时间2026-04-07（约 4 个月前）
最后更新2026-08-06
开放 Issue527 个
技术标签
agentai-agentembeddingllmlocal-firstlong-term-memorymemoryopenclaw-pluginvector-search
项目特点
新生项目AI / 大模型相关开源协议: NOASSERTION
语言占比
TypeScript 91.6%Python 3.5%Shell 2.2%CSS 1.8%JavaScript 0.6%
近 7 天合并 PR（共 3 个，展示前 8）
近 7 天共合并 3 个 PR，涉及 1 位贡献者。改动类型分布：🔀 其他改动 3 个。
编号标题作者 / 时间
#804
更新 README_CN.md
Update README_CN.md
 @Yuntong8888
2026-08-05
#803
更新 README_CN.md
Update README_CN.md
 @Yuntong8888
2026-08-05
#802
更新 README_CN.md
Update README_CN.md
 @Yuntong8888
2026-08-05
5
esengine/DeepSeek-Reasonix
🔥 今日 +888 ⭐ 32,406 🍴 2,098
项目介绍

（自动本地化）DeepSeek-native AI coding agent for your terminal. Engineered around prefix-缓存 stability — leave it running.

DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.
基本信息
所属组织esengine
主要语言Go
开源协议MIT
创建时间2026-04-21（约 3 个月前）
最后更新2026-08-07
开放 Issue881 个
技术标签
agentagent-frameworkai-agentai-codingclicoding-agentdeepseekdeveloper-toolsinkllmprompt-cachingr1
项目特点
明星项目 3w+ ⭐新生项目AI / 大模型相关开源协议: MIT
语言占比
Go 71.0%TypeScript 21.3%CSS 4.2%JavaScript 0.9%Shell 0.8%
近 7 天合并 PR（共 8 个，展示前 8）
近 7 天共合并 8 个 PR，涉及 2 位贡献者。改动类型分布：♻️ 代码重构 5 个、📝 文档更新 1 个、✅ 测试改进 1 个、🐛 缺陷修复 1 个。
编号标题作者 / 时间
#7796
[♻️ 代码重构] extract autoResearchManager collaborator
refactor(control): extract autoResearchManager collaborator
 @esengine
2026-08-07
#7795
[♻️ 代码重构] group per-turn host flags into an embedded perTurnState
refactor(agent): group per-turn host flags into an embedded perTurnState
 @esengine
2026-08-07
#7788
[♻️ 代码重构] extract task-intent classifier into internal/taskintent
refactor(agent): extract task-intent classifier into internal/taskintent
 @esengine
2026-08-07
#7787
[♻️ 代码重构] split plan-todo seeding and module detection out of controller.go
refactor(control): split plan-todo seeding and module detection out of controller.go
 @esengine
2026-08-07
#7786
[♻️ 代码重构] return streamedTurn from streamWithFrozen
refactor(agent): return streamedTurn from streamWithFrozen
 @esengine
2026-08-07
#7785
[📝 文档更新] track Windows CI portability 修复 / 记录 Windows CI 兼容修复
docs(release): track Windows CI portability fix / 记录 Windows CI 兼容修复
 @SivanCola
2026-08-06
#7780
[✅ 测试改进] handle Windows directory modes / 兼容 Windows 临时目录权限
test(sessiontemp): handle Windows directory modes / 兼容 Windows 临时目录权限
 @SivanCola
2026-08-06
#7776
[🐛 缺陷修复] narrow tool items in todo metadata 测试 / 收窄待办元数据测试中的工具项类型
fix(frontend): narrow tool items in todo metadata tests / 收窄待办元数据测试中的工具项类型
 @SivanCola
2026-08-06
6
obra/superpowers
🔥 今日 +858 ⭐ 268,100 🍴 23,963
项目介绍

（自动本地化）An agentic skills framework & software development methodology that works.

An agentic skills framework & software development methodology that works.
基本信息
所属组织obra
主要语言Shell
开源协议MIT
创建时间2025-10-09（约 10 个月前）
最后更新2026-08-07
开放 Issue321 个
技术标签
aibrainstormingcodingobrasdlcskillssubagent-driven-developmentsuperpowers
项目特点
超头部项目 10w+ ⭐社区活跃AI / 大模型相关开源协议: MIT
语言占比
Shell 55.0%JavaScript 38.4%TypeScript 2.4%HTML 2.1%Python 1.7%
近 7 天合并 PR（共 8 个，展示前 8）
近 7 天共合并 8 个 PR，涉及 2 位贡献者。改动类型分布：🐛 缺陷修复 6 个、📝 文档更新 1 个、✨ 新功能 1 个。
编号标题作者 / 时间
#2100
[🐛 缺陷修复] wire Hermes manifest into 版本 bumps
fix(release): wire Hermes manifest into version bumps
 @arittr
2026-08-06
#2089
[🐛 缺陷修复] reviewers re-read illegible evidence instead of re-running to regenerate it
fix(sdd): reviewers re-read illegible evidence instead of re-running to regenerate it
 @obra
2026-08-06
#2086
[🐛 缺陷修复] the spec travels with the plan
fix(planning): the spec travels with the plan
 @obra
2026-08-06
#2024
[🐛 缺陷修复] check in with human partner when worktree removal hits untracked files
fix(finishing): check in with human partner when worktree removal hits untracked files
 @obra
2026-08-06
#1805
[🐛 缺陷修复] make render-graphs ESM-compatible and shell-free
fix(writing-skills): make render-graphs ESM-compatible and shell-free
 @obra
2026-08-06
#2064
[📝 文档更新] codex-efficiency 修复-cycle spec and plan (campaign record)
docs: codex-efficiency fix-cycle spec and plan (campaign record)
 @obra
2026-08-06
#2025
[✨ 新功能] Hermes Agent harness 支持 — eval-verified pre_llm_call bootstrap
feat(hermes): Hermes Agent harness support — eval-verified pre_llm_call bootstrap
 @obra
2026-08-06
#2080
[🐛 缺陷修复] preflight emits its checks as a ledger table and rules on what it surfaces
fix(sdd): preflight emits its checks as a ledger table and rules on what it surfaces
 @obra
2026-08-04
7
huangruiteng/loopx
🔥 今日 +847 ⭐ 2,865 🍴 217
项目介绍

（自动本地化）Lightweight loop engineering state kernel for long-running AI agent teams. Agent-loop agnostic across Codex, Claude Code, and other coding agents, with durable goals, quota-aware auto-wake, executable todos, evidence logs, and verifiable handoffs.

Lightweight loop engineering state kernel for long-running AI agent teams. Agent-loop agnostic across Codex, Claude Code, and other coding agents, with durable goals, quota-aware auto-wake, executable todos, evidence logs, and verifiable handoffs.
基本信息
所属组织huangruiteng
主要语言Python
开源协议MIT
创建时间2026-05-31（约 2 个月前）
最后更新2026-08-06
开放 Issue29 个
技术标签
agent-control-planeagent-opsai-agentscodexlong-running-agentsloop-engineeringloopxworkflow-automation
项目特点
新生项目开源协议: MIT
语言占比
Python 94.4%TypeScript 3.8%JavaScript 0.7%Shell 0.6%CSS 0.4%
近 7 天合并 PR（共 8 个，展示前 8）
近 7 天共合并 8 个 PR，涉及 2 位贡献者。改动类型分布：📝 文档更新 4 个、🔧 杂项维护 1 个、🔀 其他改动 1 个、✨ 新功能 1 个、🐛 缺陷修复 1 个。
编号标题作者 / 时间
#2830
[🔧 杂项维护] prepare v0.4.2
chore(release): prepare v0.4.2
 @huangruiteng
2026-08-06
#2829
[📝 文档更新] refresh contributor task board for v0.4.1
docs: refresh contributor task board for v0.4.1
 @huangruiteng
2026-08-06
#2827
[📝 文档更新] tighten community QR layout
docs(readme): tighten community QR layout
 @huangruiteng
2026-08-06
#2826
[📝 文档更新] 新增 Trendshift ranking badge
docs(readme): add Trendshift ranking badge
 @huangruiteng
2026-08-06
#2787
RFC: shared-goal coordination authority and pluggable state provider (v0)
RFC: shared-goal coordination authority and pluggable state provider (v0)
 @wchwawa
2026-08-06
#2820
[📝 文档更新] 新增 dynamic star history
docs(readme): add dynamic star history
 @huangruiteng
2026-08-06
#2814
[✨ 新功能] 新增 provider-neutral program tracking
feat(pr-program): add provider-neutral program tracking
 @huangruiteng
2026-08-06
#2804
[🐛 缺陷修复] pin approved base snapshot before branch creation
fix(issue-fix): pin approved base snapshot before branch creation
 @huangruiteng
2026-08-06
8
addyosmani/agent-skills
🔥 今日 +593 ⭐ 82,934 🍴 8,894
项目介绍

（自动本地化）Production-grade engineering skills for AI coding agents.

Production-grade engineering skills for AI coding agents.
基本信息
所属组织addyosmani
主要语言JavaScript
开源协议MIT
创建时间2026-02-15（约 5 个月前）
最后更新2026-08-06
开放 Issue100 个
技术标签
agent-skillsantigravityclaude-codecodexcursorskills
项目特点
明星项目 3w+ ⭐社区活跃新生项目开源协议: MIT
语言占比
JavaScript 68.7%Shell 29.4%Python 0.9%HTML 0.8%TypeScript 0.3%
近 7 天合并 PR（共 8 个，展示前 8）
近 7 天共合并 8 个 PR，涉及 7 位贡献者。改动类型分布：🐛 缺陷修复 3 个、📝 文档更新 2 个、🔧 CI/CD 2 个、🔀 其他改动 1 个。
编号标题作者 / 时间
#450
[📝 文档更新] 新增 Command Code as a native skills provider
docs: add Command Code as a native skills provider
 @vipulgupta2048
2026-08-06
#458
[🐛 缺陷修复] clean up throwaway workspace directories after eval runs
fix: clean up throwaway workspace directories after eval runs
 @Sunil56224972
2026-08-06
#456
安全: validate --behavioral skillName to prevent path traversal
security: validate --behavioral skillName to prevent path traversal
 @Sunil56224972
2026-08-06
#452
[🐛 缺陷修复] complete 插件 install flow and manifest metadata
fix(codex): complete plugin install flow and manifest metadata
 @dev-minggyu
2026-08-06
#464
[🔧 CI/CD] guard spec/plan/todo artifact paths against silent drift
ci: guard spec/plan/todo artifact paths against silent drift
 @nucliweb
2026-08-06
#451
修复 插件 manifest 版本 consistency
Fix plugin manifest version consistency
 @Liyuk
2026-08-06
#459
[🔧 CI/CD] 升级 actions to Node 24 runtimes and drop EOL Node 20
ci: bump actions to Node 24 runtimes and drop EOL Node 20
 @ENNEADLABS
2026-08-05
#442
[📝 文档更新] explain per-skill reference limitation (#361)
docs: explain per-skill reference limitation (#361)
 @ayobamiseun
2026-08-03
9
tirth8205/code-review-graph
🔥 今日 +237 ⭐ 29,025 🍴 2,684
项目介绍

（自动本地化）Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
基本信息
所属组织tirth8205
主要语言Python
开源协议MIT
创建时间2026-02-26（约 5 个月前）
最后更新2026-08-02
开放 Issue73 个
技术标签
ai-codingclaudeclaude-codecode-reviewgraphragincrementalknowledge-graphllmmcppythonstatic-analysistree-sitter
项目特点
新生项目AI / 大模型相关开源协议: MIT
语言占比
Python 95.0%TypeScript 4.8%Shell 0.1%JavaScript 0.0%
近 7 天合并 PR（共 0 个，展示前 8）
近 7 天暂无合并 PR 记录
10
goauthentik/authentik
🔥 今日 +138 ⭐ 23,115 🍴 1,774
项目介绍

（自动本地化）The authentication glue you need.

The authentication glue you need.
基本信息
所属组织goauthentik
主要语言Python
开源协议NOASSERTION
创建时间2019-12-30（约 6 年前）
最后更新2026-08-07
开放 Issue1,144 个
技术标签
authenticationauthentikauthorizationkubernetesoauth2oauth2-clientoauth2-serveroidcoidc-clientoidc-providerproxyreverse-proxy
项目特点
老牌项目开源协议: NOASSERTION
语言占比
Python 54.4%TypeScript 33.5%Go 3.7%Rust 3.4%CSS 2.2%
近 7 天合并 PR（共 8 个，展示前 8）
近 7 天共合并 8 个 PR，涉及 5 位贡献者。改动类型分布：🔀 其他改动 8 个。
编号标题作者 / 时间
#24701
root: switch cspell to typo-only reporting
root: switch cspell to typo-only reporting
 @GirlBossRush
2026-08-07
#20315
blueprints 新增 `EQ` and `NEQ` modes to the `!Condition` tag
blueprints Add `EQ` and `NEQ` modes to the `!Condition` tag
 @astro-stan
2026-08-06
#24837
web/flows: 修复 missing required flag on password input (cherry-pick #24831 to 版本-2026.8)
web/flows: fix missing required flag on password input (cherry-pick #24831 to version-2026.8)
 @authentik-cherry-pick[bot]
2026-08-06
#24831
web/flows: 修复 missing required flag on password input
web/flows: fix missing required flag on password input
 @BeryJu
2026-08-06
#24519
website/integrations: 新增 incus
website/integrations: add incus
 @dominic-r
2026-08-06
#23587
website/integrations: gitguardian: 新增
website/integrations: gitguardian: add
 @dominic-r
2026-08-06
#24830
website/docs: 新增 gitguardian to 2026.8 发布 notes
website/docs: add gitguardian to 2026.8 release notes
 @dominic-r
2026-08-06
#24629
website/docs: cleanup 07-12: polish endpoint device guidance (cherry-pick #23968 to 版本-2026.8)
website/docs: cleanup 07-12: polish endpoint device guidance (cherry-pick #23968 to version-2026.8)
 @authentik-cherry-pick[bot]
2026-08-06
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