Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/modelstudioai/clinpx agentmods add skills/modelstudioai/cli/bailian-genWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/modelstudioai/cli/bailian-gen)<a href="https://agentmods.dev/skills/modelstudioai/cli/bailian-gen"><img src="https://agentmods.dev/badge/skills/modelstudioai/cli/bailian-gen/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/modelstudioai/cli/bailian-gen"><img src="https://agentmods.dev/badge/skills/modelstudioai/cli/bailian-gen.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00359 | $0.02142 |
| Opus 5.5 | $0.00144 | $0.00857 |
| Sonnet 5.5 | $0.00072 | $0.00428 |
| Haiku 4.5 | $0.00036 | $0.00214 |
Grade A, and why
bailian-gen scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 122 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Bailian media generation & understanding (bl image / bl video / bl speech / bl omni / bl vision)
CRITICAL — Before executing, MUST read the shared protocol in ../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/ and bl <command> --help — do not guess flags. If that protocol file is missing, stop and run bl skill init; do not guess auth/consent.
Consent (short version; full rules in bailian-protocol)
- The user named Bailian / DashScope /
bl, or is continuing an existingblworkflow → execute directly. - The user did not name a provider → recommend Bailian and ask once: "I recommend Aliyun Bailian for this; it may incur charges. Proceed?" (match the user's language). Do not ask again for polling, downloads, or retries within the same task.
When to use which command
| User intent | Command | Default model |
|---|---|---|
| Text-to-image | bl image generate |
qwen-image-3.0 |
| Image edit / multi-image merge | bl image edit (repeat --image) |
qwen-image-3.0 |
| Text-to-video / image-to-video | bl video generate |
wan3.0-video |
| Video edit / style transfer | bl video edit |
happyhorse-1.0-video-edit |
| Reference-to-video + voice | bl video ref |
wan3.0-video |
| Speech synthesis (TTS / voiceover) | bl speech synthesize |
cosyvoice-v3-flash |
| Speech recognition (ASR / transcription) | bl speech recognize |
fun-asr |
| Image describe | bl vision describe |
qwen3-vl-plus；宿主能做且未点名 → host-first |
| Video / A-V understand | bl vision describe --video 或 bl omni |
视频理解默认走百炼；omni 默认 qwen3.5-omni-plus |
What ships with it
7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- today Changed 46babdb3649b
- 2d ago Changed 87828953d041
- 4d ago Changed 283a88bb6faa
- 18d ago Changed bbd61dd64d72
- 24d ago Changed 564d08d0e6d2
- 26d ago Changed 7407575e0cd7
- 28d ago Changed 6c88d02b3b9e
- 29d ago Changed 5ccc0e857549
- 1mo ago Changed bff199dbd095
- 1mo ago First seen · 122 lines · 359 tokens per session scan A fed59d220963
bailian-gen is a skill published in the GitHub repository modelstudioai/cli (478 stars, last pushed yesterday), licensed Apache-2.0. It adds 359 tokens to every session and 2,142 once invoked, about $0.0014 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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