TencentCloud/Octop

A smarter, self-hosted AI assistant — multi-user, multi-agent.

Stars: 4.2k
Forks: 459
Open beginner issues: 4
Indexed issues: 204
Avg merge: 8h 36m
Merged PRs (30d): 228

Dominant language: Python
License: MIT
Last GitHub push: Sep 19, 2026
Latest indexed: Sep 20, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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204 open issues indexed

[bug] 云服务器启动时全量常驻加载所有 Agent 及嵌入模型，导致内存随 Agent 数量线性膨胀，触发 OOM 无限崩溃循环 Open

bug

Difficulty 5/5 Over a week Newbie friendliness 42/100

TencentCloud/Octop#883 · Opened Sep 20, 2026
[bug] iOS端作为桌面应用添加到桌面端，顶部状态栏遮挡虚化 Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 48/100

TencentCloud/Octop#874 · Opened Sep 20, 2026
[feature] 尽快提供软件窗口可拖拽并自适应缩放的功能 Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

TencentCloud/Octop#871 · Opened Sep 20, 2026
[feature] 登录验证码增加极验V4 Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

TencentCloud/Octop#870 · Opened Sep 20, 2026
[bug] 好歹也是腾讯出品，你就告诉我，我真的忘记密码了，咋整？？ Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 25/100

TencentCloud/Octop#869 · 2 comments · Opened Sep 20, 2026
[bug] 境内云服务器环境https证书无法申请 Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 52/100

TencentCloud/Octop#861 · 1 comment · Opened Sep 20, 2026
[bug] 添加本地mcp报错 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 52/100

TencentCloud/Octop#859 · 2 comments · Opened Sep 20, 2026
[feature] 增加对所有用户批量添加Token用量的功能 Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

TencentCloud/Octop#856 · Opened Sep 20, 2026
添加沙盒概念 Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 30/100

TencentCloud/Octop#853 · 1 comment · Opened Sep 20, 2026
内置 send_file_to_user 工具抛未封装异常会打崩整轮记忆回合，且前端把真实根因误报为「模型调用失败」 Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

TencentCloud/Octop#852 · 1 comment · Opened Sep 20, 2026
[bug] 工具历史修复节点重放旧回答为新 token，并额外保存拼接消息 Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

TencentCloud/Octop#850 · Opened Sep 19, 2026
[bug] 飞书表情回应事件未注册处理器，导致 processor not found 并返回失败确认 Open

Difficulty 2/5 1-3 hours Newbie friendliness 84/100

TencentCloud/Octop#843 · Opened Sep 19, 2026
[bug] 模型重试耗尽转为普通 AIMessage，后台委派仍产生 status=done / error_text=None Open

Difficulty 4/5 3-5 days Newbie friendliness 62/100

TencentCloud/Octop#839 · 1 comment · Opened Sep 19, 2026
[bug] macOS service stop 使用 bootout，随后 service start 缺少 bootstrap 无法恢复 Open

Difficulty 3/5 1-2 days Newbie friendliness 76/100

TencentCloud/Octop#838 · Opened Sep 19, 2026
[bug] PDF 整体文本非空就跳过 OCR，乱码文本层与混合扫描页被当作解析成功 Open

Difficulty 3/5 1-2 days Newbie friendliness 74/100

TencentCloud/Octop#837 · Opened Sep 19, 2026
[bug] 远程 OCR 的“未收到图片”失败提示被向量化，文档仍标记 ready Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

TencentCloud/Octop#836 · Opened Sep 19, 2026
[bug] 记忆萃取与 fallback 未适配 Kimi temperature 限制，正常聊天下长期记忆仍反复 degraded Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

TencentCloud/Octop#835 · Opened Sep 19, 2026
[bug] background 协同已生成源 Agent 回复，但 Dashboard 只涨未读数，正文未进入可见历史 Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

TencentCloud/Octop#834 · Opened Sep 19, 2026
[bug] 删除会话后 session 悬空：回复正常返回但对话历史静默不落库 Open

Difficulty 4/5 3-5 days Newbie friendliness 72/100

TencentCloud/Octop#833 · Opened Sep 19, 2026
[bug] fnOS 原生包（及容器镜像）只含 x86_64 构建产物，ARM64 设备安装后无法启动 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 62/100

TencentCloud/Octop#816 · Opened Sep 19, 2026
[feature] 原生续跑：线程空闲而任务未完成时由平台自动拉起（当前只能靠外部守护补偿） Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

TencentCloud/Octop#814 · Opened Sep 19, 2026
[bug] 任务中断不留痕：turn 无终态、is_error 漏记迭代上限与掉流，运维分不清「做完」与「断了」 Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

TencentCloud/Octop#813 · Opened Sep 19, 2026
[bug] 通道掉流/524 把整轮判死，缺少「按 checkpoint 重连续跑」——长任务静默断在半途 Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

TencentCloud/Octop#812 · Opened Sep 19, 2026
[bug] harness-agent：memory recall 日志把 query 截断到 60 字符，按原文检索日志得 0 命中 Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

TencentCloud/Octop#811 · Opened Sep 19, 2026
[bug] 容器重启后 agent 运行时字段偶发丢失（max_input_length/max_tokens 等），求确认持久化时机 Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

TencentCloud/Octop#810 · Opened Sep 19, 2026
[bug] max_iters 实际是 LangGraph recursion_limit，粒度与 UI 语义差一个数量级（≈7–14 迭代/次工具调用） Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

TencentCloud/Octop#809 · Opened Sep 19, 2026
[bug] 上下文占用环回退口径错误：把「本轮累计输入」当作上下文窗口占用显示 Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

TencentCloud/Octop#808 · Opened Sep 19, 2026
[bug] harness-agent：AI 消息携带 name 字段，部分 OpenAI 兼容网关 400 "name" is not supported Open

Difficulty 2/5 1-3 hours Newbie friendliness 76/100

TencentCloud/Octop#807 · Opened Sep 19, 2026
[bug] harness-agent：session_header 把同步 httpx 钩子注册到 httpx.AsyncClient，异步 provider 必现 APIConnectionError Open

Difficulty 2/5 1-3 hours Newbie friendliness 85/100

TencentCloud/Octop#806 · 1 comment · Opened Sep 19, 2026
[bug] harness-agent：manager 层取消事件仅在 resume_hitl 注册，普通 stream()/call() 不注册（取消隐患） Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

TencentCloud/Octop#805 · Opened Sep 19, 2026
[bug] 线程列表接口缺 turn_active，会话缺运行状态与同名区分，用户无法判断该取消哪条 Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

TencentCloud/Octop#804 · Opened Sep 19, 2026
[bug] 界面「停止」无法可靠停止任务：前端静默丢帧 + 服务端取消无回执 Open

Difficulty 4/5 3-5 days Newbie friendliness 64/100

TencentCloud/Octop#803 · Opened Sep 19, 2026
[bug] 删除专家后导致通道会话无法继续问题 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 48/100

TencentCloud/Octop#801 · Opened Sep 19, 2026
[bug] 并发 reload 竞态：Agent 'xxx' already exists in the registry，且「重试启动」永久无法自愈 Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

TencentCloud/Octop#799 · 1 comment · Opened Sep 19, 2026
[bug] 企业微信通道收到消息后无回复 Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 55/100

TencentCloud/Octop#798 · Opened Sep 19, 2026
[feature] Octop专家模式新建会话优化（内容包含建议和优化后的模拟原型图） Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 50/100

TencentCloud/Octop#790 · Opened Sep 18, 2026
[bug] 3 处文档 / 构建配置引用了仓库中不存在的文件 Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

TencentCloud/Octop#789 · 1 comment · Opened Sep 18, 2026
[feature] 沙箱 shell 不可用（bwrap 受限） Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

TencentCloud/Octop#785 · 2 comments · Opened Sep 18, 2026
[bug] 编辑工作区文件报错 Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 35/100

TencentCloud/Octop#783 · Opened Sep 18, 2026
[bug] dashboard: ask_user_question 卡片反复重弹 —— pending 记录只存内存 + 历史接口每次重注入 + Dashboard 路径无清理 Open

bug

Difficulty 5/5 Over a week Newbie friendliness 35/100

TencentCloud/Octop#782 · 1 comment · Opened Sep 18, 2026
[feature] 飞书通道支持流式卡片， Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 45/100

TencentCloud/Octop#781 · Opened Sep 18, 2026
[bug] S3 / 自定义 S3 兼容对象存储无法读写 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 55/100

TencentCloud/Octop#780 · Opened Sep 18, 2026
[feature] 是否会主动对接国内的企业级软件服务商，类似 Claude和 Salesoforce 的合作产出 Claudeforce Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

TencentCloud/Octop#777 · Opened Sep 18, 2026
[bug] 渠道配置无法编辑，保存后渠道开关自动关闭 Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 62/100

TencentCloud/Octop#774 · Opened Sep 18, 2026
[feature] 技能包（Skill Packages）缺少「复制 / 复制后编辑」管控：子用户可自由复制任意技能包并改写，管理员无法限制！ Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 45/100

TencentCloud/Octop#770 · Opened Sep 18, 2026
[bug] dashboard 在奇安信可信浏览器（Chromium 90）下启动失败：Object.hasOwn is not a function Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 68/100

TencentCloud/Octop#768 · 1 comment · Opened Sep 18, 2026
# [bug] provider probe 失败时日志与界面都是空白：str(exc) 为空时丢失异常类型，导致「所有模型不可用」无法定位 Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 78/100

TencentCloud/Octop#766 · 1 comment · Opened Sep 18, 2026
[feature] mcp streamable-http不支持http Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 52/100

TencentCloud/Octop#765 · Opened Sep 18, 2026
Feishu channel goes silently deaf after in-process restart — root cause for #748: harness-gateway rebinds lark-oapi's module-global event loop per channel start; probe (测试) / channel PATCH triggers it; lark Client.stop() missing Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

TencentCloud/Octop#757 · 1 comment · Opened Sep 17, 2026
[bug] 创建知识库时提示知识库的向量模型或依赖尚未就绪。 Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 76/100

TencentCloud/Octop#755 · 1 comment · Opened Sep 17, 2026

A short digest of beginner-friendly GitHub issues.