rocker2018-droid/dsh-longtask-orchestrator
Long-task orchestration loop: Codex plans/scores/reviews, DeepSeek executes, Kimi supplements (vision acceptance, summarization, cross-check).
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What it does
Long-task orchestration loop: Codex plans/scores/reviews, DeepSeek executes, Kimi supplements (vision acceptance, summarization, cross-check).
Best for
- Long tasks that benefit from explicit planning, scored execution retries, cross-checking, and final review.
- Workflows that can assign Codex to planning and review, DeepSeek to execution, and Kimi to vision or summarization.
- Projects that need resumable orchestration state stored in the workspace.
Not ideal for
- Short or straightforward tasks where a multi-model planning and review loop adds little value.
- Environments without an available Codex binary and login; the workflow pauses rather than substituting Kimi for planning or review.
- Workflows that cannot configure the documented Kimi vision credentials but depend on its visual acceptance or cross-check steps.
- Users who need unrestricted parallel Codex calls; this plugin serializes them and shares the Codex login quota.
README
dsh-longtask-orchestrator
长任务编排插件：Codex 当管理层（规划/打分/审核），DSH 当执行层，Kimi 当补充层（视觉验收/摘要/交叉验证）。
架构
长任务 ──► Codex 规划（codex_plan）──► 子任务清单（含验收标准/依赖）
│
▼
DSH 执行（agent 自己的工具 / subagent）
│
▼
Codex 打分（codex_score，7/10 及格）── 不过 → 按建议重做（最多 3 次）
│ 通过
▼
Kimi 补充（kimi_summarize 压缩 / kimi_review 交叉验证 / kimi_call 视觉验收）
│
▼
Codex 终审（codex_review）──► Kimi 摘要 ──► 最终报告
工具（9 个，全局注册）
| 工具 | 作用 |
|---|---|
codex_call(prompt, cwd?, model?) |
底层 Codex 桥（只读沙箱、自动代理、串行队列） |
kimi_call(prompt, image_path?, model?) |
底层 Kimi 桥（文本/视觉） |
codex_plan(task, context?) |
Codex 拆解计划 → JSON 子任务清单 |
codex_score(task, criteria, result) |
Codex 打分 0-10 + 修改建议 |
codex_review(plan, results) |
Codex 终审 |
kimi_summarize(text, max_chars?) |
大结果摘要压缩 |
kimi_review(result, criteria) |
Kimi 交叉验证（第二意见） |
orchestrate_state(action, state?) |
状态文件读写（read/save/clear） |
longtask_begin(goal, context?) |
初始化长任务：Codex 规划 + 写入 state.json |
其他组成部分
-
skill
longtask-orchestrator：循环模板，长任务时自动触发 - 模型组「DeepSeek + 长任务编排」：delegating adapter，选中后每轮注入编排提示
配置
| 项 | 默认 | 说明 |
|---|---|---|
| codex 二进制 |
/Applications/ChatGPT.app/Contents/Resources/codex（不存在则回退 PATH 的 codex） |
ORCHESTRATE_CODEX_BIN 可覆盖 |
| 代理 | 自动检测 macOS 系统代理（scutil） | 子进程会带上 HTTPS_PROXY/HTTP_PROXY |
| Kimi | 复用 ~/.dsh/vision.env（VISION_API_KEY/BASE_URL/MODEL） |
ORCHESTRATE_KIMI_* 可覆盖 |
| 状态目录 | <工作区>/.orchestrate |
ORCHESTRATE_STATE_DIR 可覆盖 |
安装
dsh plugin --profile web add link:/绝对路径/dsh-longtask-orchestrator
重启 dsh web 生效。
使用
- 新会话，切到「DeepSeek + 长任务编排」模型组（或直接提出长任务，skill 自动触发）
-
longtask_begin(goal)初始化 → 按计划的子任务逐个执行 →codex_score打分 → 迭代 - 全部通过 →
codex_review终审 → 报告
注意事项
- Codex 走 ChatGPT 订阅额度，与 Codex++ 共用登录态 → codex 调用已串行化，长任务期间尽量少用 Codex++
- Codex 不可用时任务会暂停并提示，不会用 Kimi 顶替规划/评审
Frequently Asked QuestionsFAQ
Use the verified command dsh plugin --profile default add github:rocker2018-droid/dsh-longtask-orchestrator in a DSH-enabled shell. The command resolves the public package metadata and keeps the plugin attached to the catalog identity shown on this page.
Compatibility follows the bundle and profile status shown above. If a profile is not detected, keep the plugin disabled there and check the repository documentation before enabling it in production.
The GitHub link and activity metadata are the source of truth for releases and maintenance. Revisit this page after a new release to confirm the catalog has observed the latest version.