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Get Started Free →Official-source-led manual for the TUI `mimo` template.
.claude/skills/lingtai-ai-preset-skill-mimo/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-11 | ✗→✓ | ▲ Improved | 19% | 0% |
| case-01 | ✗→✓ | ▲ Improved | 11% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 28% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 28% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 9% | 0% |
mimomimoPreset() in tui/internal/preset/preset.go ships Xiaomi MiMo model mimo-v2.5 at https://api.xiaomimimo.com/v1 with OpenAI compatibility and XIAOMI_API_KEY. The manifest explicitly wires native vision to that exact default model.
The TUI preset editor's base_url row offers three options (ProviderRegionURLs["mimo"]):
https://api.xiaomimimo.com/v1 (the template default).https://opencode.ai/zen/go/v1. This is the only rowthat implies a credential: selecting it sets api_key_env to OPENCODE_GO_API_KEY (the shared OpenCode Go account) and saving keeps that slot instead of minting a numbered one.
Selecting it clears base_url so Enter opens an inline edit. Custom implies no api_key_env, and the editor deliberately leaves the current slot alone on this row — your endpoint keeps whatever credential it actually uses. If you arrived here from the OpenCode Go row the preset is still pointing at OPENCODE_GO_API_KEY; change it in the preset JSON if your endpoint takes a different key. A saved edited built-in gets stampAutoEnvVar's numbered slot instead, because an empty base_url is not a row-declared cross-provider account.
MiMo implies no api_key_env, so saving an edited built-in on that row yields a host-stamped numbered slot rather than overwriting the provider default. The slot is MIMO_1_API_KEY, not XIAOMI_1_API_KEY: AutoEnvVarName (preset.go) builds the prefix by uppercasing the PROVIDER name (mimo), never from ProviderDefaultEnv. The XIAOMI_ prefix appears only on ProviderDefaultEnv["mimo"] = "XIAOMI_API_KEY", which is the template's shared slot — precisely the thing a numbered slot exists to replace. Cycling off OpenCode Go restores the slot that was in place before it was selected, so the choice is reversible.
The model picker ships the latest two generations, per the TUI's model-curation rule (tui/CONTRACT.md): mimo-v2.5 with its text-only sibling mimo-v2.5-pro, and the previous generation mimo-v2-pro / mimo-v2-omni. The retired V2 Flash ids and anything older are not selectable. All four shipped ids are served by Xiaomi's own endpoint and by OpenCode Go, so the picker is valid on either base_url row — MiMo ids are lowercase on both, and there is no uppercase form to avoid.
LingTai-side vision is wired to mimo-v2.5 on Xiaomi's own endpoint only. Switching to any other picker id, or to the OpenCode Go row, does not re-verify that path. modelHasVision records mimo-v2.5-pro, mimo-v2-pro, and mimo-v2-omni as explicit false rather than leaving them undeclared — including -omni, whose name is not evidence of a wired image route.
Read the official MiMo developer introduction and OpenAI-compatible API page on demand for current models, regions, and image-input rules. No official MiMo vision MCP is established by the reviewed evidence. A direct-call failure remains a direct-call failure; do not switch providers or auto-load/invoke an MCP. Recheck preset.go and the preset editor for LingTai-owned model, endpoint, env-var, and capability wiring.
For base URL/API-compat/model/capability declaration shape versus credentials, see reference/operations/endpoint-capabilities/SKILL.md.
Other measured skills in the registry, with their headline benchmark lift.