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daemon-backend-mimocode

Nested daemon-cli-backends reference for the MiMo Code (`mimocode` / `mimo`) daemon backend's flag surface. Read this only when a daemon task needs MiMo-specific CLI flags (model selection, provider switches): it routes you to the installed CLI's live help via shell and shows how to translate that help into the generic `backend_options` mechanism. It is not a flag catalog.

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Repositório
Lingtai-AI/lingtai-kernel
Última atividade na origem
7 de agosto de 2026 às 07:21
Idioma detectado do SKILL.md
inglês
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11
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SKILL.md
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name
daemon-backend-mimocode
description
Nested daemon-cli-backends reference for the MiMo Code (`mimocode` / `mimo`) daemon backend's flag surface. Read this only when a daemon task needs MiMo-specific CLI flags (model selection, provider switches): it routes you to the installed CLI's live help via shell and shows how to translate that help into the generic `backend_options` mechanism. It is not a flag catalog.
version
0.4.0
last_changed_at
2026-08-07T00:00:00.000Z
related_files
["src/lingtai/tools/daemon/manual/reference/cli-backends/SKILL.md"]
maintenance
Tracks the MiMo Code daemon backend flag-discovery topic it documents; update when that integration changes.
# MiMo Code Daemon Backend — Flag Discovery Entrypoint The installed CLI's own help is the authority for MiMo Code (npm package `@mimo-ai/cli`, binary `mimo`) flags; this page is only the entrypoint. Conversion rules, key safety, and persistence live in the parent [`reference/cli-backends/SKILL.md`](../../../SKILL.md). ## Backend identity and spawn shape `mimo` is a short alias: the daemon canonicalizes it to `mimocode`, and persisted daemon entries use the canonical name. The backend spawns `mimo run --format json <prompt>`; converted `backend_options` tokens sit between the harness flags and the trailing prompt positional. ## Discover flags from the installed CLI 1. Run, in bash: `mimo --version`, `mimo --help`, and `mimo run --help`. The daemon backend wraps `mimo run`, so `mimo run --help` is the relevant flag surface. These are local read-only commands; no session is started. 2. Translate what you found into `backend_options` with the parent's generic conversion rules. Nothing MiMo-specific is added to that contract here. ## Example: model selection via the generic route ```jsonc { "backend": "mimo", // canonicalizes to "mimocode" "tasks": [{ "task": "Implement and validate the change.", "tools": [], "backend_options": { "model": "mimo-auto" } }] } // spawned argv: mimo run --format json --model mimo-auto <prompt> ``` The flag/value vocabulary belongs to the installed CLI — LingTai does not validate, enumerate, or simulate it. ## Subscription & auth Provider/model credential discovery stays with `swiss-knife` xiaomi-mimo; the CLI reads its configured credentials at spawn. LingTai does not inject or rotate them. Official docs: https://github.com/XiaomiMiMo/MiMo-Code ## Harness boundary `mimocode` reserves `--format` (daemon progress/result extraction depends on `--format json` JSONL events) plus its own session selectors — `--session` (`-s`), `--continue` (`-c`), and `--fork` — MiMo-specifically. Passing any of them in `backend_options` refuses the whole batch before any process is spawned, because session/resume is harness-owned: `daemon(action="ask", input={"id": ..., "message": ...})` asynchronously runs `mimo run --session <mimocode_session_id> --format json <message>`, with the session id captured from the first session-shaped JSON event into `daemon.json`. Non-session `backend_options` (e.g. `--model`) still pass through unchanged. ## Verified JSONL answer/error contract (MiMo Code 0.1.5) MiMo tags every JSONL event with a `type` and carries a nested `part.text` on many of them (`reasoning`, `tool`, `step`, `step-start`, ...), not only the answer. LingTai surfaces the user-visible answer from **only** the `type == "text"` event's `part.text` string; reasoning/tool/step `part.text` is ignored and never becomes the daemon result. A structured `type == "error"` event makes the run fail loudly even when the process exits 0; the human-visible detail is bounded (≤500 chars) and secret-redacted, not the raw nested payload. The same answer/error contract applies to the `ask` resume stream. Non-JSON stdout lines are still recorded as `cli_output`. For source-reported usage, LingTai accepts only `type == "step_finish"` whose nested `part.type == "step-finish"` has a non-empty string `part.id` and all five non-negative, non-boolean integer counters: `tokens.input`, `output`, `reasoning`, `cache.read`, and `cache.write`. It maps input directly, output directly, reasoning to thinking, and the two cache counters to combined cached tokens. Malformed or all-zero parts are ignored; each distinct `part.id` is counted once across initial and resume streams, and the nested source `part` is kept in the `cli_usage` event raw field. This is UI-only `cli_tokens` state: it never writes either token ledger and does not infer provider or model. Per-run `daemon_common` MCP injection is not wired for `mimocode` yet, so the MCP completion contract is not enforced on this backend; parent MCP registrations reach the run as prompt catalog only.
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