bailian-cli Skill for Claude Code: Aliyun Model Studio

• Chat with a Bailian model

  Explicit Bailian model chat. With --batch it sends one synchronous batch request and waits for it.

  Try: “Use bl to ask a Bailian model to write a short poem about spring.”

  Runs code · bl text chat

• Find and call a Bailian app

  Lists apps by name, then calls one by app ID with a prompt. Listing needs console sign-in.

  Network · bl app list / call

• Asynchronous batch inference from CSV or JSONL

  Converts a CSV to JSONL, validates with --dry-run, creates a task, follows it to the end and downloads results. Creating a task needs your confirmation of model, upload and cost.

  Write · bl batch convert / create / list / get / cancel / download

• Typed decision model inference

  Returns choice, score or probability values for a workspace endpoint, not generated text.

  Network · bl decision

• Parse documents and audio, extract fields

  Submits a source URL for parsing or structured field extraction and waits for the result with --follow.

  Network · bl parsex parse / extract

• Model catalog and recommendations

  Lists and searches models, shows SDK sample code and recommends a model for an intent. The catalog needs no sign-in.

  Network · bl model list / search / code, bl advisor recommend

• Usage, rate limits and plan quota

  Shows usage stats, free tier, Token Plan and Coding Plan usage, and rate limits, and can request a quota increase. If you did not name a product, the agent asks which one first.

  Network · bl usage, bl quota, bl token-plan

• Monitoring, call logs and alert rules

  Reads model call metrics, errors and traces, and creates, updates, enables, disables and deletes alert rules.

  Delete · bl monitor, bl log, bl alert

• Bailian MCP marketplace

  Finds and calls MCP servers in the Bailian marketplace, and registers or removes one in a supported coding agent.

  Write · bl mcp list / tools / call / connect / disconnect

• Manage Bailian registry skills

  Installs, lists, updates and removes skills from the Bailian skill registry. bl skill init installs the whole family.

  Delete · bl skill add / list / update / remove

• Sign in, settings and workspaces

  Console login or API key login, language and profile settings, and workspace listing.

  Write · bl auth, bl config, bl workspace

• Workflow helpers and the console API

  Upload a file for a Bailian workflow, run a pipeline definition, or call a console API directly. SKILL.md says not to use upload or pipeline for generic requests.

  Write · bl file upload, bl pipeline run, bl console call

Watch out for

• Some commands cost money or delete things

  Batch tasks, model calls and quota requests use your account, and alert and skill removal commands delete. The protocol makes the agent stop and ask before high-risk commands. Read what it asks and decline if unsure. github.com

• Local files are uploaded when you pass a path

  Commands that accept a file URL also accept a local path, and the CLI uploads the file to DashScope temporary storage for 48 hours. Do not point it at files you cannot send to Alibaba Cloud. github.com

• The install route runs a script from the web

  The README's macOS, Linux and Windows installers pipe a script from bailian.aliyun.com into your shell. The npm install route is the other documented option. github.com

• Every agent command carries caller telemetry variables

  The protocol has the agent set BAILIAN_CALLER_TYPE, BAILIAN_CALLER_NAME, BAILIAN_SKILL_NAME and BAILIAN_SKILL_VERSION in front of each bl command except --help and --version, and it calls this telemetry. The values name the host agent and the skill, for example claude-code. github.com

• It may offer to report a bug

  After a failure that looks like a CLI bug, the protocol has the agent ask you once whether to file an issue on the CLI repo. It redacts secrets first and acts only if you agree. github.com

Security advisories