2027 届 · AI 应用 / Agent 开发
聚焦 Agent 工作流、工具契约、状态与异常处理、任务评测和模型路由，把模型能力推进为可交付、可验证的系统。
项目定位 · 智能量化投研与策略分析工作台。
个人工作 · 个人开发：Agent / Skills 编排、行情服务与产物验证。
核心挑战 · 串联自然语言投研的取数、生成与验证。
交付结果 · 生成真实行情分析页，保留来源、运行与评测记录。
项目定位 · 本地大模型路由与管理平台。
个人工作 · 个人开发：Rust 网关、React 管理端、协议路由与访问治理。
核心挑战 · 统一 Anthropic / OpenAI 协议，处理流式 Tool Use 与故障切换。
交付结果 · 统一模型接入、权限配额、请求追踪与健康检查。
24 个已合并 PR · 4 个上游仓库
仅统计 ZJPex 提交并合并到外部公开仓库的 PR。
| 项目及 Stars | 已合并数量 | 贡献内容 | 代表性 PR |
|---|---|---|---|
| deer-flow ★ 85356 |
16 | 完善 Agent 工作流中的上下文恢复、历史资料检索与产物验收，处理遗漏和边界情况。 | #5947 #5570 |
| cindy ★ 10140 |
5 | 改进多 Agent 的模型接入、工具调用与异常处理，让执行边界和失败状态更清晰。 | #3043 #2890 |
| DeepTutor ★ 59341 |
2 | 改善流式对话的阅读体验，并增强 Codex 模型目录刷新时的版本兼容与失败处理。 | #704 |
| ghfind ★ 285 |
1 | 已合并改动，详见 PR 明细。 | 待人工选择 |
bytedance/deer-flow · 16 个已合并 PR
- bytedance/deer-flow#6714 — feat(acceptance): verify required CSV header columns · 2026-10-13
- bytedance/deer-flow#6712 — fix(sandbox): enforce image byte limits during downloads · 2026-10-12
- bytedance/deer-flow#6676 — fix(tools): bound deferred catalog regex execution · 2026-10-11
- bytedance/deer-flow#6659 — feat(tools): add opt-in literal keyword discovery · 2026-10-11
- bytedance/deer-flow#6008 — feat: return hit-centered history search excerpts with source offsets · 2026-10-10
- bytedance/deer-flow#6527 — feat(mcp): filter background tasks by status · 2026-10-10
- bytedance/deer-flow#6492 — fix(subagents): scope Go zero-test summaries to individual packages · 2026-10-08
- bytedance/deer-flow#6443 — feat(memory): add scoped fact lookup by ID · 2026-10-08
- bytedance/deer-flow#6422 — fix(agents): bound structured tool-output previews · 2026-10-07
- bytedance/deer-flow#6369 — fix(tool-output): count logical CSV/TSV records in table synopses · 2026-10-06
- bytedance/deer-flow#5954 — fix: preserve existing task notes during parallel additions · 2026-09-30
- bytedance/deer-flow#5947 — feat: add bounded JSON syntax acceptance criteria · 2026-09-28
- bytedance/deer-flow#5927 — feat: add optional message-role filtering to history_search · 2026-09-27
- bytedance/deer-flow#5570 — feat(tools): add stable pagination to historical upload discovery · 2026-09-24
- bytedance/deer-flow#5572 — fix(ragflow): batch validation for large document selections · 2026-09-19
- bytedance/deer-flow#5544 — fix(gateway): preserve clarification answers on regenerate · 2026-09-19
makecindy/cindy · 5 个已合并 PR
- makecindy/cindy#3133 — fix(pi): report output-limit responses as incomplete · 2026-09-10
- makecindy/cindy#3043 — fix(claude-code): preflight subagent model access · 2026-08-19
- makecindy/cindy#2513 — fix(desktop): preserve Orca worker provider routing · 2026-08-19
- makecindy/cindy#2890 — fix(responses-chat-bridge): compact oversized exec descriptions · 2026-08-18
- makecindy/cindy#2779 — fix(maker-core): guard native Claude tool loops · 2026-08-16
HKUDS/DeepTutor · 2 个已合并 PR
- HKUDS/DeepTutor#1317 — feat(codex): automatically discover client versions for model catalog refresh · 2026-09-23
- HKUDS/DeepTutor#704 — fix(web): respect manual scrolling in partner chat · 2026-07-26
FindAny/ghfind · 1 个已合并 PR
- FindAny/ghfind#210 — fix(roast): 修正年度贡献数的错误归因 · 2026-09-02