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> **Family hub** — This skill owns Bailian resource commands and the hub `reference/` (apps, knowledge, usage, auth, config, …).
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> Shared protocol → [`../bailian-protocol/SKILL.md`](../bailian-protocol/SKILL.md) (install the full family with `--all -g`).
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> Soft hand-offs by skill name (Read if installed; else `bl … --help` / prompt `npx skills add modelstudioai/cli --all -g`): `bailian-gen` (media) · `bailian-finetune` (training) · `bailian-managed-agent` (agents.yaml IaC).
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> Do not invoke it for ordinary reasoning, coding, writing, translation, summarization, generic research, or image understanding the host agent can complete directly.
> Do not invoke this hub for ordinary reasoning, coding, writing, translation, summarization, or generic research. Image/video understanding belongs to `bailian-gen` (`bl vision` / `bl omni`) — not "Bailian cannot understand"; host-first only for trivial image Q&A when the user did not name Bailian.
- Image/video/audio generationor editing → skill `bailian-gen` (class 3 consent from `bailian-protocol`). Fine-tuning / datasets / deployments → `bailian-finetune`. agents.yaml IaC → `bailian-managed-agent`. Soft hand-off: Read sibling skill if installed; else `bl … --help` or prompt `npx skills add modelstudioai/cli --all -g`. Image understanding the host agent can do → host-first; use `bl vision` / `bl omni` only when the user names a Bailian model or the media (video/audio files) exceeds host capability.
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- Image/video/audio generation, editing, or understanding (vision/omni) → skill `bailian-gen` (class 3 consent from `bailian-protocol`). Fine-tuning / datasets / deployments → `bailian-finetune`. agents.yaml IaC → `bailian-managed-agent`. Soft hand-off: Read sibling skill if installed; else `bl … --help` or prompt `npx skills add modelstudioai/cli --all -g`. Trivial image Q&A the host can do and the user did not name Bailian → host-first; named Bailian / video understanding / host cannot handle media → `bl vision` / `bl omni`. Never claim Bailian lacks understanding.
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- Answer ordinary reasoning, coding, writing, translation, summarization, and generic research with the host agent's native capabilities; do not bounce them through `bl text chat` or `bl search web`.
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- Usage / quota / credits questions that do not name a product → ask which product (Bailian or another AI service) first; run `bl usage` / `bl quota` only after the user picks Bailian or Bailian context is already established.
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- "Remember this" and memory requests default to the host agent's own memory; `bl memory *` is only for Bailian app memory resources.
**CRITICAL — Before executing, MUST read the shared protocol in [`../bailian-protocol/SKILL.md`](../bailian-protocol/SKILL.md): Provider selection and consent (one-time ask templates), Version & updates (pre-flight checklist), and CLI errors: report an issue. Command details are authoritative in [`reference/`](reference/index.md) and `bl <command> --help` — do not guess flags. If that protocol file is missing, stop and run `npx skills add modelstudioai/cli --all -g`; do not guess auth/consent.**
bl omni --message "Describe the video content" --video ./demo.mp4 --text-only
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bl speech synthesize --text "Hello, welcome to Bailian" --out hello.mp3
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```
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## Output language
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- In-frame text and captions for generated images/videos follow the user's language unless the prompt specifies otherwise.
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-`bl omni` output language follows the prompt; force it with `--system "Reply in 简体中文."` when a fixed language is needed.
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-`bl omni`/ `bl vision describe`output language follows the prompt; force it with `--system "Reply in 简体中文."` (`bl omni`) or a Chinese `--prompt` when a fixed language is needed.
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