docs: rename DeepCode Studio to AgentSwarm, unified multi-agent platform by jerry609 · Pull Request #189 · jerry609/PaperBot

jerry609 · 2026-03-03T02:45:58Z

Summary by CodeRabbit

Documentation
- Updated README to reflect AgentSwarm as the primary product entity across all sections.
- Refreshed UI component descriptions and documentation links to align with current branding.
- Updated integration status notes for Claude Code and pending agent integrations.
- Adjusted roadmap and iteration plan references accordingly.

vercel · 2026-03-03T02:46:02Z

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gemini-code-assist · 2026-03-03T02:46:12Z

Summary of Changes

Hello, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

本次拉取请求主要旨在通过将现有模块“DeepCode Studio”更名为“AgentSwarm”，来统一和明确平台中多Agent协作功能的核心概念。这一更名不仅反映了该模块作为多Agent协作平台的演进，也更新了其功能描述和相关API接口说明，以更好地体现其支持多种代码Agent集成的能力，从而提升了文档的清晰度和一致性。

Highlights

模块更名: 将“DeepCode Studio”模块更名为“AgentSwarm”，以更好地反映其作为多Agent协作平台的定位。
功能描述更新: 更新了“AgentSwarm”模块的功能描述，强调其统一接入不同代码Agent（如Claude Code、Codex、Cursor、Devin、OpenHands等）的能力，并提供任务编排、文件管理和沙箱执行等功能。
API描述调整: 修改了 /api/studio-chat API的描述，明确其现在支持AgentSwarm多Agent对话，并列出了支持的Agent类型。
文档链接更新: 更新了 docs/DEEPCODE_TODO.md 文件的描述，加入了“AgentSwarm”以保持命名一致性。

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Changelog

README.md
- 更新了“DeepCode Studio”模块的名称及其功能描述。
- 修改了模块成熟度表格中“DeepCode Studio”的名称和详细说明。
- 更新了UI截图部分“DeepCode Studio”的标题。
- 调整了 /api/studio-chat API的描述，以反映新的AgentSwarm多Agent对话功能。
- 更新了 docs/DEEPCODE_TODO.md 文件的描述。

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coderabbitai · 2026-03-03T02:46:12Z

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Review failed

Pull request was closed or merged during review

📝 Walkthrough

Walkthrough

The README.md file has been updated to replace all references to "DeepCode Studio" with "AgentSwarm" throughout the documentation. This includes updates to module maturity entries, UI labels, API descriptions, and integration status notes to reflect AgentSwarm as the primary entity.

Changes

Cohort / File(s)	Summary
Documentation Updates `README.md`	Replaced all references to DeepCode Studio with AgentSwarm; updated module maturity entries, UI section labels, API endpoint descriptions, integration status notes, and documentation links to reflect AgentSwarm as the primary entity.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~5 minutes

Poem

🐰 From Studio old to AgentSwarm new,
The docs now gleam with a vibrant hue!
With agents routing where Claude leads the way,
Integration plans light the Roadmap's day!
wiggle nose ✨

🚥 Pre-merge checks | ✅ 3

✅ Passed checks (3 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title accurately describes the main change: renaming DeepCode Studio references to AgentSwarm throughout the README documentation.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

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Post copyable unit tests in a comment
Commit unit tests in branch docs/agentswarm-readme

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gemini-code-assist

Code Review

本次 PR 将 DeepCode Studio 重命名为 AgentSwarm 并更新了 README.md 中的相关描述，以更好地反映其作为统一多智能体平台的功能。整体来看，这次重命名是合理的，但为了确保整个项目的一致性，我发现了一些可以进一步改进的地方。例如，README.md 中引用的图片文件名、API 端点路径以及一个 TODO 文件名仍然使用旧的名称 DeepCode 或 Studio。建议在后续工作中更新这些名称，以使重命名更加彻底和一致。具体建议请参见我的行级评论。

_{Note: Security Review has been skipped due to the limited scope of the PR.}

gemini-code-assist · 2026-03-03T02:47:09Z

 | ![Paper](asset/ui/paper.jpg) | ![Scholar](asset/ui/scholar2.jpg) |

-| Wiki 知识库 | DeepCode Studio |
+| Wiki 知识库 | AgentSwarm |


标题已从 DeepCode Studio 更新为 AgentSwarm，但下方对应的图片 ![Studio](asset/ui/deepcode.jpg) 的文件名 deepcode.jpg 仍与旧名称相关。为了保持一致性并避免将来混淆，建议将图片文件重命名（例如 agentswarm.jpg）并更新此处的链接。

gemini-code-assist · 2026-03-03T02:47:09Z

 | `/api/runs/*` | GET | Pipeline 运行记录 |
 | `/api/newsletter/*` | GET/POST | Newsletter 生成与管理 |
-| `/api/studio-chat` | POST | DeepCode Studio AI 对话（SSE） |
+| `/api/studio-chat` | POST | AgentSwarm 多 Agent 对话（SSE，支持 Claude Code/Codex/Cursor/Devin/OpenHands 路由） |


此处的描述已更新为 AgentSwarm，但 API 端点仍为 /api/studio-chat。为了保持命名一致性，建议考虑在未来的重构中将此端点重命名为例如 /api/agentswarm-chat。虽然修改 API 是一个破坏性变更，可能超出了本次文档修改的范围，但记录下来有助于未来的维护。

gemini-code-assist · 2026-03-03T02:47:09Z

 | [`docs/PLAN.md`](docs/PLAN.md) | 架构评估与重构计划 |
 | [`docs/PAPERSCOOL_WORKFLOW.md`](docs/PAPERSCOOL_WORKFLOW.md) | Topic Workflow 端到端流程与配置 |
-| [`docs/DEEPCODE_TODO.md`](docs/DEEPCODE_TODO.md) | Paper2Code 迭代清单 |
+| [`docs/DEEPCODE_TODO.md`](docs/DEEPCODE_TODO.md) | AgentSwarm / Paper2Code 迭代清单 |


描述已更新为包含 AgentSwarm，但链接指向的文件名仍为 docs/DEEPCODE_TODO.md。为了使重命名更彻底，建议将 DEEPCODE_TODO.md 文件重命名为 AGENTSWARM_TODO.md（或类似名称），并在此处更新链接。这有助于提高项目文档的一致性。

Copilot

Pull request overview

This PR updates the README to rename “DeepCode Studio” to “AgentSwarm” and describes it as a unified multi-agent collaboration platform within the PaperBot project documentation.

Changes:

Rename “DeepCode Studio” references to “AgentSwarm” in module lists and UI table headings.
Update the module maturity table entry to reflect AgentSwarm status and planned integrations.
Update API/docs references and roadmap doc label to use the AgentSwarm naming.

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Copilot · 2026-03-03T02:49:20Z

 | `/api/runs/*` | GET | Pipeline 运行记录 |
 | `/api/newsletter/*` | GET/POST | Newsletter 生成与管理 |
-| `/api/studio-chat` | POST | DeepCode Studio AI 对话（SSE） |
+| `/api/studio-chat` | POST | AgentSwarm 多 Agent 对话（SSE，支持 Claude Code/Codex/Cursor/Devin/OpenHands 路由） |


这里写“支持 Claude Code/Codex/Cursor/Devin/OpenHands 路由”，但当前 studio_chat 实现只会优先走 Claude CLI（找不到则回退 Anthropic API），没有看到对 Codex/Cursor/Devin/OpenHands 的路由逻辑。建议把描述改成当前真实能力（例如仅 Claude Code/Anthropic API fallback），或在代码实现路由后再更新文档。

Suggested change

| `/api/studio-chat` | POST | AgentSwarm 多 Agent 对话（SSE，支持 Claude Code/Codex/Cursor/Devin/OpenHands 路由） |

| `/api/studio-chat` | POST | AgentSwarm 多 Agent 对话（SSE，优先使用 Claude Code CLI，不可用时回退 Anthropic API） |

Copilot · 2026-03-03T02:49:20Z

 | Paper Library | ✅ 可用 | `/api/papers/library` | — | 论文收藏/保存/反馈，Enrichment Pipeline 自动补全元数据 |
 | Discovery | 🟡 基本可用 | `/research/discovery/seed` | — | 种子扩展（S2/OpenAlex 引用图）+ Collections CRUD + Graph 可视化 |
-| DeepCode Studio | 🟡 基本可用 | `/api/runbook/*`, `/api/sandbox/*` | — | Runbook 文件管理 + Sandbox 执行 + Claude Copilot 对话 |
+| AgentSwarm | 🟡 基本可用 | `/api/runbook/*`, `/api/sandbox/*` | — | 已接入 Claude Code；Codex/Cursor/Devin/OpenHands 待集成 + Runbook 文件管理 + Sandbox 执行 |


模块成熟度表里 AgentSwarm 的 API 只列了 /api/runbook/*, /api/sandbox/*，但 README 后面又列出了 Studio chat 相关 API（且后端也确实有 /api/studio/chat 等路由）。建议在这里也补充 /api/studio/*，或明确说明该模块只覆盖 runbook/sandbox，避免读者误解。

Suggested change

| AgentSwarm | 🟡 基本可用 | `/api/runbook/*`, `/api/sandbox/*` | — | 已接入 Claude Code；Codex/Cursor/Devin/OpenHands 待集成 + Runbook 文件管理 + Sandbox 执行 |

| AgentSwarm | 🟡 基本可用 | `/api/runbook/*`, `/api/sandbox/*`, `/api/studio/*` | — | 已接入 Claude Code；Codex/Cursor/Devin/OpenHands 待集成 + Runbook 文件管理 + Sandbox 执行 |

Copilot · 2026-03-03T02:49:21Z

 | **论文发现** | 种子论文扩展（引用/被引/共作者），Discovery Graph 可视化，论文集合（Collections）管理 |
 | **论文收割** | 批量 arXiv/OpenAlex/Semantic Scholar 收割，元数据补全 + 去重 |
-| **DeepCode Studio** | 在线代码工作台（Runbook 文件管理/Diff/Snapshot + Sandbox 沙箱执行 + Claude Copilot 对话） |
+| **AgentSwarm** | 多 Agent 协作平台，统一接入不同 Code Agent（Claude Code/Codex/Cursor/Devin/OpenHands 等），提供任务编排、Runbook 文件管理/Diff/Snapshot、Sandbox 沙箱执行与 Agent 对话；当前已接入 Claude Code |


README 已将 DeepCode Studio 更名为 AgentSwarm，但仓库内其它文档/前端仍大量使用 “DeepCode Studio” 命名（例如 AGENTS.md、CLAUDE.md、web/README.md、web/src/app/studio/page.tsx 等）。建议在 README 这里补一句“AgentSwarm（原 DeepCode Studio）”的过渡说明，或在本 PR 同步更新其它文档命名，避免名称不一致造成困惑。

Suggested change

| **AgentSwarm** | 多 Agent 协作平台，统一接入不同 Code Agent（Claude Code/Codex/Cursor/Devin/OpenHands 等），提供任务编排、Runbook 文件管理/Diff/Snapshot、Sandbox 沙箱执行与 Agent 对话；当前已接入 Claude Code |

| **AgentSwarm（原 DeepCode Studio）** | 多 Agent 协作平台，统一接入不同 Code Agent（Claude Code/Codex/Cursor/Devin/OpenHands 等），提供任务编排、Runbook 文件管理/Diff/Snapshot、Sandbox 沙箱执行与 Agent 对话；当前已接入 Claude Code |

Copilot · 2026-03-03T02:49:21Z

-| Wiki 知识库 | DeepCode Studio |
+| Wiki 知识库 | AgentSwarm |
 |-------------|-----------------|
 | ![Wiki](asset/ui/wiki.jpg) | ![Studio](asset/ui/deepcode.jpg) |


这个表头已改为 AgentSwarm，但下方截图文件仍是 asset/ui/deepcode.jpg 且 alt 文本为 Studio；建议同步更新截图文件名/alt 文本或在说明里标注这是旧界面截图，避免读者以为是 DeepCode Studio 的残留。

Suggested change

| ![Wiki](asset/ui/wiki.jpg) | ![Studio](asset/ui/deepcode.jpg) |

| ![Wiki](asset/ui/wiki.jpg) | ![AgentSwarm](asset/ui/deepcode.jpg) |

Copilot · 2026-03-03T02:49:21Z

 | `/api/runs/*` | GET | Pipeline 运行记录 |
 | `/api/newsletter/*` | GET/POST | Newsletter 生成与管理 |
-| `/api/studio-chat` | POST | DeepCode Studio AI 对话（SSE） |
+| `/api/studio-chat` | POST | AgentSwarm 多 Agent 对话（SSE，支持 Claude Code/Codex/Cursor/Devin/OpenHands 路由） |


/api/studio-chat 这个端点在后端实现里不存在；当前 FastAPI 路由是 POST /api/studio/chat（以及 /api/studio/status, /api/studio/cwd）。建议把 README 里的路径改成与实际路由一致，否则按文档调用会 404。

Suggested change

| `/api/studio-chat` | POST | AgentSwarm 多 Agent 对话（SSE，支持 Claude Code/Codex/Cursor/Devin/OpenHands 路由） |

| `/api/studio/chat` | POST | AgentSwarm 多 Agent 对话（SSE，支持 Claude Code/Codex/Cursor/Devin/OpenHands 路由） |

docs: rename DeepCode Studio to AgentSwarm, unified multi-agent platform

1f7ee4d

Copilot AI review requested due to automatic review settings March 3, 2026 02:45

Copilot started reviewing on behalf of jerry609 March 3, 2026 02:46 View session

vercel Bot deployed to Preview March 3, 2026 02:46 View deployment

gemini-code-assist Bot reviewed Mar 3, 2026

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jerry609 merged commit ee8ceb6 into master Mar 3, 2026
11 of 12 checks passed

Copilot AI reviewed Mar 3, 2026

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This was referenced Mar 3, 2026

Feat/daily push epic 179 #194

Merged

merge: dev → master (README restructure + security hardening) #233

Merged

jerry609 deleted the docs/agentswarm-readme branch March 10, 2026 02:15

	\| `/api/studio-chat` \| POST \| AgentSwarm 多 Agent 对话（SSE，支持 Claude Code/Codex/Cursor/Devin/OpenHands 路由） \|
	\| `/api/studio-chat` \| POST \| AgentSwarm 多 Agent 对话（SSE，优先使用 Claude Code CLI，不可用时回退 Anthropic API） \|

	\| AgentSwarm \| 🟡 基本可用 \| `/api/runbook/`, `/api/sandbox/` \| — \| 已接入 Claude Code；Codex/Cursor/Devin/OpenHands 待集成 + Runbook 文件管理 + Sandbox 执行 \|
	\| AgentSwarm \| 🟡 基本可用 \| `/api/runbook/`, `/api/sandbox/`, `/api/studio/*` \| — \| 已接入 Claude Code；Codex/Cursor/Devin/OpenHands 待集成 + Runbook 文件管理 + Sandbox 执行 \|

	\| AgentSwarm \| 多 Agent 协作平台，统一接入不同 Code Agent（Claude Code/Codex/Cursor/Devin/OpenHands 等），提供任务编排、Runbook 文件管理/Diff/Snapshot、Sandbox 沙箱执行与 Agent 对话；当前已接入 Claude Code \|
	\| AgentSwarm（原 DeepCode Studio） \| 多 Agent 协作平台，统一接入不同 Code Agent（Claude Code/Codex/Cursor/Devin/OpenHands 等），提供任务编排、Runbook 文件管理/Diff/Snapshot、Sandbox 沙箱执行与 Agent 对话；当前已接入 Claude Code \|

	\| ![Wiki](asset/ui/wiki.jpg) \| ![Studio](asset/ui/deepcode.jpg) \|
	\| ![Wiki](asset/ui/wiki.jpg) \| ![AgentSwarm](asset/ui/deepcode.jpg) \|

	\| `/api/studio-chat` \| POST \| AgentSwarm 多 Agent 对话（SSE，支持 Claude Code/Codex/Cursor/Devin/OpenHands 路由） \|
	\| `/api/studio/chat` \| POST \| AgentSwarm 多 Agent 对话（SSE，支持 Claude Code/Codex/Cursor/Devin/OpenHands 路由） \|

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