Bailian Cli

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 with bl skill init). Soft hand-offs by skill name (Read if installed; else bl … --help / prompt bl skill init): bailian-gen (media) · bailian-finetune (training) · bailian-managed-agent (agents.yaml IaC) · 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 group
• reference/<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-web-search → web search routing (hub still owns reference/search.md flags; must route via this skill before bl search web)

Auto-generated from the CLI source at build time (pnpm --filter bailian-cli run generate:reference). Before running an unfamiliar command:

1. Open the owning skill's reference/index.md (if that skill is installed) → Quick index (or By group) to locate the command.
2. Open the matching reference/<group>.md for Usage, Flags, and Examples.
3. Run bl <command> --help for the same information in the terminal.

Do not guess flags — use the reference files or --help.

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When to use which command

Use this table only after the decision table in bailian-protocol has routed the request to bl (class 4, or class 2 after the user picks Bailian). Hub-owned intents only — for media / fine-tune / agents.yaml, soft hand-off to the domain skill.

User intent	Command	Notes
Explicit Bailian model chat / text execution	bl text chat	Default qwen3.8-max
Bailian agent / workflow	bl app call	Needs --app-id
Find app by name	bl app list then bl app call	Console auth
Bailian app memory CRUD (not host-agent memory)	bl memory *	reference/memory.md
Bailian knowledge base RAG	bl knowledge search / chat	API key + agent/workspace IDs
Upload a file as a step of a Bailian workflow	bl file upload	When you need oss:// URL explicitly; not for generic hosting
Bailian model selection / recommendation	bl advisor recommend	Intent → candidate recall → LLM ranking
Bailian model catalog / pricing / params	bl model list	Console auth; --model <family> for detail, --enrich for input params
Install / list / update / remove registry skills	bl skill add / list / update / remove	Bailian skill registry; see reference/skill.md
Bailian MCP marketplace discovery / call	bl mcp list / tools / call	—
Bailian pipeline workflow (a step in a bl flow)	bl pipeline run / validate	JSON/YAML workflow definitions
Bailian rate limits / quota	bl quota list / check / request	Console auth; class 2 — ask which product first if unnamed
Bailian free tier / usage stats	bl usage free / stats / freetier	Console auth; class 2 — ask which product first if unnamed
Bailian Token Plan quota usage	bl usage token-plan	Console auth; class 2 — ask which product first if unnamed
Bailian Coding Plan quota usage	bl usage coding-plan	Console auth; class 2 — ask which product first if unnamed
Console API (advanced)	bl console call	Console auth
Bailian workspace listing	bl workspace list	Console auth
Switch CLI Help / Quick Start language	bl config set --key language --value zh-CN	Use en-US to switch back; follows the active config profile
Image / video / speech / omni / vision	→ skill bailian-gen	Fallback: bl image|video|speech|omni|vision --help
Dataset / fine-tune / deploy	→ skill bailian-finetune	Fallback: bl dataset|finetune|deploy --help
agents.yaml IaC / managed-agent sessions	→ skill bailian-managed-agent	Fallback: bl managed-agent --help; apply/destroy need --yes after plan
Web search (model-aware routing)	→ skill bailian-web-search	Token Plan vs MCP path + fallback; fallback: bl search web --help

Flags, usage, and examples: see hub reference/ or bl <command> --help — do not guess flags. Domain command details live in the owning skill's reference/.

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Quick examples

bl text chat --message "Write a poem about spring in Chinese"
bl app list --output json
bl app call --app-id <code> --prompt "Hello"
bl usage stats
bl model list --model qwen

More examples per command: see reference/<group>.md (e.g. reference/text.md, reference/app.md).

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Agent workflows

Find and call an app

1. bl app list --name <keyword> --output json
2. Pick code (app ID); handle user_prompt_params via --biz-params '{"key":"value"}'
3. bl app call --app-id <code> --prompt "..."

Command metadata for agents

Use the owning skill's reference/index.md (or sibling skill reference trees), the matching reference/<group>.md, and bl <command> --help as the command schema surface. Do not call removed schema-export commands.

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Routing reminders

• Image/video/audio generation or 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 bl skill init. 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.
• Web search inside a Bailian workflow → skill bailian-web-search (model-aware routing: Token Plan → model-native search; default → bl search web; MCP failure → fall back once). Generic web research the host can do stays host-first — do not bounce it through bl.
• 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.
• 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.
• "Remember this" and memory requests default to the host agent's own memory; bl memory * is only for Bailian app memory resources.
• bl file upload and bl pipeline run are steps inside a Bailian workflow; do not use them to capture generic "upload this file" or "run a pipeline" requests.
• bl managed-agent apply / destroy mutate remote resources and only execute with --yes; run plan first and show the diff before confirming a mutation.
• When a matched bl command accepts a file URL, pass local paths directly; never require the user to host the file first.
• Console login → always --console-site domestic|international; see ../bailian-protocol/assets/setup.md.