Apache-2.0、本地優先的控制平面，在 DeepSeek Harness（dsh）上以持久目標／待辦／關卡／證據狀態與配額約束、人在迴路，治理長程智慧體。
DSH 整合
相容
作者聲明
安全稽核
未稽核
最後核實
2026-09-02
授權條款
Apache-2.0
01它能幫你完成什麼？
Run long-horizon, governed agent loops on DeepSeek Harness (dsh) with durable state across bounded turns
Headless dsh segments through LoopX Turn, each tick gated by `quota should-run`, with durable goal, todo, gate, evidence, and quota state preserved across turns and harnesses
Engineers and teams running long-running or multi-agent work on DeepSeek Harness who need reviewable, restartable control instead of chat-only memory
Turn a public issue into a reviewable, evidence-backed change
Reviewable, evidence-backed PR delivery plus reusable, revision-stamped fix knowledge
Open-source contributors and maintainers who want long-running issue-fix work to stay aligned and reviewable
Coordinate multi-agent research (proposer, executor, evaluator/promoter) with visible quota and evidence
Reproducible multi-agent research workflows where todos, quota, evidence, and targeted wake remain visible
Researchers and engineers running reproducible experiments who need hypotheses, evidence, and promote/stop gates visible in one graph
02如何將外掛接入 DeepSeek Harness？
先決條件
- Python 3.11+ (the README lists this as the requirement).
- An active Python environment whose console scripts are on `PATH`.
- No runtime dependencies outside the Python standard library.
安裝步驟
- 01
Install from PyPI: `python3 -m pip install --upgrade loopx`.
- 02
Install the workflow skills and run the doctor check: `loopx workflow-skills --install` then `loopx doctor`.
- 03
From your project root, connect and check status: `loopx connect` then `loopx status`.
- 04
For DeepSeek Harness: install `loopx[deepseek-harness]`, prepare a dsh `cordis.yml`, then use the dsh goal-mode adapter with `loopx turn run-once`.
驗證整合成功
- `loopx doctor` passing;
- `.loopx/registry.json` and a projected active goal state;
復原
- The Installing LoopX guide documents upgrade, rollback, uninstall, and the archive fallback.
03DSH 整合程度與能力邊界
透過專屬的 dsh goal-mode 介面卡連接 DeepSeek Harness（dsh）：安裝 `loopx[deepseek-harness]` 擴充、準備 dsh 的 `cordis.yml`，並執行 `loopx turn run-once`；每個無頭 dsh 分段皆受 `quota should-run` 約束。
Durable goal/todo/gate/evidence state kernel
a long-horizon objective and bounded agent turns→stable goal, todos, gates, evidence, quota, and handoff state across turns, tools, and agents
Quota-gated, human-in-the-loop turns
a registered-agent tick→a decision to deliver, ask, wait, self-repair, or stay quiet, gated by `quota should-run`
DeepSeek Harness (dsh) goal-mode adapter
a dsh `cordis.yml` and `loopx turn run-once`→headless dsh segments through LoopX Turn, each tick gated by `quota should-run`
04適合誰？何時不該用？
適合
- Engineers and teams running long-running or multi-agent work on DeepSeek Harness who need reviewable, restartable control instead of chat-only memory
- Open-source contributors and maintainers who want long-running issue-fix work to stay aligned and reviewable
- Researchers and engineers running reproducible experiments who need hypotheses, evidence, and promote/stop gates visible in one graph
不適合
- LoopX is not an autonomous production controller. Dangerous permissions, publishing, production writes, and final ownership stay with the human.
- LoopX does not grant credentials, approve destructive or production actions, publish on a user's behalf without authorization, or turn an unverified run into evidence of success.
05相容性、維護與安全提醒
- LoopX is not an autonomous production controller. Dangerous permissions, publishing, production writes, and final ownership stay with the human.
- LoopX does not grant credentials, approve destructive or production actions, publish on a user's behalf without authorization, or turn an unverified run into evidence of success.
- LoopX is not a full agent platform, an agent runtime, or an autonomous production controller.
Apache-2.0 · actively maintained (latest release v0.5.3, 2026-08-27)
06常見問題
如何將 LoopX 連接至 DeepSeek Harness（dsh）？
安裝 `loopx[deepseek-harness]` 擴充，準備好 dsh 的 `cordis.yml`，再使用 dsh goal-mode 介面卡搭配 `loopx turn run-once`。每個無頭 dsh 分段都經由 LoopX Turn 執行，並受 `quota should-run` 約束。
LoopX 會取代 DeepSeek Harness，或自帶智慧體執行環境嗎？
不會。LoopX 執行於宿主之上而非取代它們，它既不是另一套智慧體框架，也不是特定供應商的編排執行環境。有限的回合仍由宿主執行，LoopX 只負責治理持久狀態。
LoopX 需要哪個 Python 版本？
Python 3.11+。請使用主控台指令已在 `PATH` 中的活躍 Python 環境；此套件除標準函式庫外沒有執行期依賴。
在 DeepSeek Harness 上無人值守執行 LoopX 安全嗎？
LoopX 不是自主生產控制器。危險權限、發佈、生產寫入與最終歸屬仍歸人類；它不會授予憑證，也不會在未獲授權時核准破壞性或生產操作。
如何驗證 LoopX 與 dsh 已成功連線？
成功連線時 `loopx doctor` 通過，並顯示 `.loopx/registry.json` 及已投影的活躍目標狀態；`loopx status` 應展示目前目標、一個具體的使用者關卡與下一個智慧體待辦。
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08資料與來源
Runs on top of any agent harness — Codex App, Claude Code, Cursor, dsh, or your own — providing long-horizon state, sema…
Install `loopx[deepseek-harness]`, prepare a dsh `cordis.yml`, then use the [dsh goal-mode adapter](loopx/dsh_goal_mode/…
Headless dsh segments through LoopX Turn, each tick gated by `quota should-run`
此頁面根據專案公開文件、儲存庫中繼資料與 DSH Plugins 的結構化解析所產生；最後核實於 2026-09-02。發現錯誤？提交更正。
最佳 DeepSeek Harness 外掛
從全目錄挑出的 12 個值得優先安裝的外掛，涵蓋各個分類。