阿里云百炼 / Aliyun Bailian / DashScope 资源管理与 `bl` CLI hub：应用调用（bl app）、应用记忆、知识库检索、模型目录/模型列表、用量/额度/配额、免费额度、工作空间、MCP 市场、pipeline、文件上传、console API、登录鉴权与配置、 Agent skill 安装/列表/更新/卸载（bl skill add|list|update|remove，百炼 skill registry）。用户点名百炼 / DashScope / `bl`，或继续既有 `bl` 工作流时直接使用。共享协议（consent / 版本预检 / 鉴权 /

Aliyun Model Studio CLI ( bl ) CRITICAL — Before executing, MUST read the shared protocol in [ ../bailian protocol/SKILL.md ](../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 ](../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 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 ](reference/index.md) — hub quick index, global flags, links by group [ reference/<group .md ](reference/) — per hub top level command (e.g. [ reference/app.md ](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 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 . When to use which command Use this table only after the decision table in [ bailian protocol ](../bailian protocol/SKILL.md provider selection and consent) 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 / Sandbox, 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 ](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 ](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 also require plan Bailian Sandbox instance / template lifecycle → skill bailian sandbox Fallback: bl sandbox help 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/ ](reference/index.md) or bl <command help — do not guess flags. Domain command details live in the owning skill's reference/ . Quick examples More examples per command: see reference/<group .md (e.g. [ reference/text.md ](reference/text.md), [ reference/app.md ](reference/app.md)). 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 ](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. 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. For risk: high commands or requires confirmation , follow the shared protocol; never add yes automatically. bl managed agent apply / destroy have an additional domain rule: run plan first and show the diff before asking for confirmation. 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 ](../bailian protocol/assets/setup.md console site selection).

bailian-cli