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-cliWrote 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-cli)<a href="https://agentmods.dev/skills/modelstudioai/cli/bailian-cli"><img src="https://agentmods.dev/badge/skills/modelstudioai/cli/bailian-cli/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-cli"><img src="https://agentmods.dev/badge/skills/modelstudioai/cli/bailian-cli.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk warn
- 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 | $0.03242 |
| Opus 5.5 | $0.00144 | $0.01297 |
| Sonnet 5.5 | $0.00072 | $0.00648 |
| Haiku 4.5 | $0.00036 | $0.00324 |
Grade A, and why
bailian-cli 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 — 142 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Aliyun Model Studio CLI (bl)
CRITICAL — Before executing, MUST read the shared protocol in ../bailian-protocol/SKILL.md: Provider selection and consent, Version & updates (pre-flight checklist), Setup & auth, and CLI errors: report an issue. If that protocol file is missing, stop and run bl skill init; do not guess auth/consent.
Family hub — This skill owns Bailian resource commands and the hub
reference/(apps, knowledge, usage, auth, config, …). Shared protocol →../bailian-protocol/SKILL.md(install the full family withbl skill init). Soft hand-offs by skill name (Read if installed; elsebl … --help/ promptbl skill init):bailian-gen(media) ·bailian-finetune(training) ·bailian-managed-agent(agents.yaml IaC) ·bailian-sandbox(Sandbox lifecycle) ·bailian-web-search(web search routing). Do not invoke it for ordinary reasoning, coding, writing, translation, summarization, generic research, or image understanding the host agent can complete directly.Install (supported):
bl skill init
Command reference (authoritative)
Hub-owned commands, flags, usage strings, and examples are documented in:
reference/index.md— hub quick index, global flags, links by groupreference/<group>.md— per hub top-level command (e.g.reference/app.md)
Domain skills own their own generated reference trees (soft hand-off — do not require them for hub work):
bailian-gen→image/video/speech/omni/vision(fallback:bl image\|video\|speech\|omni\|vision --help)bailian-finetune→dataset/finetune/deploy(fallback:bl dataset\|finetune\|deploy --help)bailian-managed-agent→managed-agent(fallback:bl managed-agent --help)bailian-sandbox→sandbox(fallback:bl sandbox --help)bailian-web-search→ web search routing (hub still ownsreference/search.mdflags; must route via this skill beforebl search web)
What ships with it
29 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.
- README.md 528 B
- README.zh.md 515 B
- reference/advisor.md 2.2 KB
- reference/agents.md 6.5 KB
- reference/alert.md 32 KB
- reference/app.md 4.4 KB
- reference/auth.md 7.3 KB
- reference/config.md 8.7 KB
- reference/console.md 2.3 KB
- reference/decision.md 4.6 KB
- reference/file.md 1.9 KB
- reference/index.md 45 KB
- reference/knowledge.md 86 KB
- reference/log.md 33 KB
- reference/mcp.md 13 KB
- reference/memory.md 11 KB
- reference/model.md 10 KB
- reference/monitor.md 20 KB
- reference/permission.md 9.0 KB
- reference/pipeline.md 2.9 KB
- reference/plugin.md 3.9 KB
- reference/quota.md 9.1 KB
- reference/search.md 2.3 KB
- reference/skill.md 5.6 KB
- reference/text.md 4.3 KB
- reference/token-plan.md 12 KB
- reference/update.md 1.3 KB
- reference/usage.md 11 KB
- reference/workspace.md 3.2 KB
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 8ae074e327bd
- 2d ago Changed · +2 lines · +9 tokens per session b8f43ebf1205
- 4d ago Changed 5df57f085dc2
- 18d ago Changed a942661b14ba
- 24d ago Changed · +3 lines 9a193359b91d
- 26d ago Changed d39095d88b5e
- 28d ago Changed · +3 lines ceb5c4798fe1
- 29d ago Changed cd9a916cf1b5
- 1mo ago Changed · +1 lines d2a78ad6cbbf
- 1mo ago First seen · 133 lines · 350 tokens per session scan A 934ac23f2e92
bailian-cli 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 3,242 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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