bailian-cli

# 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` | No auth (public catalog); `--model <family>` for detail, `--enrich` for input params | | Find a model by keyword / modality | `bl model search` | Weighted ranking; `--input-modality` / `--output-modality`; offline models hidden by default | | SDK sample code for calling a model | `bl model code` | `--sdk openai\|dashscope`, `--lang`; text output is the snippet alone, safe to redirect | | 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` | — | | Register or remove a Bailian MCP in an Agent | `bl mcp connect` / `disconnect` | Codex, Claude Code, Cursor, Qoder, Qoder Work, QwenWork, Qwen Code, Gemini, OpenCode, OpenClaw, DeepSeek Harness, ZCode, WorkBuddy | | 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 | | Token Plan harness entitlement quota | `bl token-plan harness-quota` | Console auth; issued quota usage + still-issuing harnesses | | Bailian Coding Plan quota usage | `bl usage coding-plan` | Console auth; class 2 — ask which product first if unnamed | | Model monitoring (calls, latency, errors, delivery) | `bl monitor overview` / `models` / `metrics` / `errors` / `delivery *` | Console auth; see [`reference/monitor.md`](reference/monitor.md) | | Model call logs / traces | `bl log audit *` / `bl log inference *` / `bl log status` / `bl log trace *` | Console auth; audit and inference logs have separate APIs and switches; see [`reference/log.md`](reference/log.md) | | Model alert rules / templates / history | `bl alert list` / `create` / `update` / `delete` / `enable` / `disable` / `history` / `metrics` / `template *` | Console auth; contacts are managed in the CloudMonitor console; see [`reference/alert.md`](reference/alert.md) | | 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` | | 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 ```bash 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/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 → use `bl auth login --console` for China; add `--console-site international` for the international site. It may create an ordinary API Key. Token Plan and other subscription plans must use `bl auth login --api-key <key>`. See [`../bailian-protocol/assets/setup.md`](../bailian-protocol/assets/setup.md#authentication).