docs: update READMEs

Author: XXPermanentXX

README.md

@@ -13,37 +13,26 @@
 
 ---
 
-_Chat with Qwen, generate images & videos, understand images, call agents,_
-_manage memory, search the web — all from your terminal._
+_Chat with Qwen, generate and edit images and videos, understand images, synthesize_
+_and recognize speech, call apps, manage memory, retrieve knowledge, search the web —_
+_every AI capability, one command away._
 
 _Built for AI Agents. Every command works as a structured tool call._
 
 </div>
 
 ## Features
 
-Equip your AI Agent out-of-the-box with these capabilities, composable across complex tasks:
+- **Model generation** — Full-modality generation across text, image, video, and speech, with editing and reference-based generation
+- **Asset understanding** — Parse and ask questions about images, documents, audio, and long videos
+- **App orchestration** — Call Managed Agents, agents, and workflows published on Aliyun Model Studio, wired to knowledge bases, memory, web search, and MCP tools
+- **Training & deployment** — Validate and upload datasets, fine-tune models, deploy dedicated models as endpoints
+- **Account operations** — Login, UI-based configuration, model marketplace, usage and quota, rate-limit increases, team seat management
+- **Plan onboarding** — Connect subscription plans such as Token Plan to the CLI and common coding agents in one step
 
-- **Text chat** — Qwen3.8-max: major gains in agentic coding, frontend coding, and vibe coding
-- **Multimodal (Omni)** — Full omni-modal support across text + image + audio + video
-- **Image generation & editing** — Qwen-Image 3.0: pro text rendering, photorealism, strong semantic adherence, multi-image composition
-- **Video generation & editing** — happyhorse-1.1 series: text-/image-/reference-to-video and natural-language video editing (up to 9-image reference)
-- **Speech synthesis & recognition** — CosyVoice streaming TTS, voice cloning from 5–20s samples; FunAudio-ASR covers 30 languages including 7 Chinese dialects and 20+ Mandarin accents
-- **Image & video understanding** — Qwen-VL: long-form video analysis, chart/document parsing, visual reasoning, multilingual OCR
-- **Coding agent setup** — Configure Claude Code, Qwen Code, OpenCode, OpenClaw, Hermes Agent, or Codex to use DashScope with `bl config agent`
+> **Note:** App orchestration, training & deployment, account operations, and plan onboarding are currently available only to China site (aliyun.com) account holders and are not yet supported for international / global site accounts.
 
-> **Note:** The features below are currently available only to China site (aliyun.com) account holders and are not yet supported for international / global site accounts.
-
-- **Knowledge base & memory** — Multimodal RAG retrieval and cross-session memory for personalized, coherent dialogue
-- **App calls** — Invoke agents and workflows already published on Aliyun Model Studio
-- **MCP integration** — Orchestrate Bailian MCP servers: list services, inspect tools, and invoke any tool directly from the terminal
-- **Web search** — Real-time internet retrieval for up-to-date, accurate answers
-- **Model recommendation** — Describe your scenario and get best-fit model suggestions; supports scoped search, model comparison, and alternative discovery
-- **Fine-tuning & deployment** — Upload datasets, create text/audio/image fine-tune jobs (`finetune text|audio|image create`; text covers SFT/LoRA/DPO/CPT), probe job status non-blockingly (`finetune watch`), query per-model training capability (`finetune capability`), and deploy trained models as endpoints (`deploy text|audio|image create`)
-- **Console capabilities** — Browse the model marketplace (`model list`) and Bailian apps (`app list`), review a unified usage view (`usage summary`), check free-tier quota (`usage free`), view model usage statistics (`usage stats`), manage workspaces (`workspace list`), and manage rate limits (`quota list/request/check/history`)
-- **Local file auto-upload** — Every URL parameter accepts a local path; uploaded to free temp storage with 48-hour validity
-
-## Showcase: One-Sentence Cinematic Video
+## Showcase 1: A Cinematic Short Film from One Sentence
 
 <p align="center">
   <a href="https://cloud.video.taobao.com/vod/dS2F4huqbw5Nfe5L3wwb3grz2q2DNYD3retq8dU-iHo.mp4">
@@ -56,156 +45,98 @@ Equip your AI Agent out-of-the-box with these capabilities, composable across co
 A complete **2-minute, 16:9 cinematic short film** — produced end-to-end from a single natural-language sentence, with **zero manual editing**. This showcase demonstrates how an AI Agent can compose a multi-step creative pipeline by orchestrating three primitives:
 
 - **[Qwen Code](https://github.com/QwenLM/qwen-code)** — the agentic coding model that interprets the user's intent and drives the workflow
-- **[Aliyun Model Studio CLI](https://bailian.console.aliyun.com/cli?source_channel=cli_github&)** — invokes **HappyHorse 1.1**, Aliyun Model Studio's text-/image-/reference-to-video generation model
+- **[Aliyun Model Studio CLI](https://github.com/modelstudioai/cli/)** — invokes **HappyHorse 1.1**, Aliyun Model Studio's text-/image-/reference-to-video generation model
 - **[spark-video Skill](https://github.com/JohnKeating1997/spark-video)** — handles scene decomposition, storyboarding, shot continuity, and final stitching
 
 ### The single prompt
 
 > _"Generate a roughly 2-minute video in Japanese cinematic style — a sweet, innocent first-love story about a high-school girl. The plot should be heart-fluttering enough to make viewers want to fall in love. Aspect ratio: 16:9."_
->
-> _(Original: "帮我生成一段日系影视风格，高中女生的青涩初恋故事，剧情高甜，让人看了想谈恋爱，2分钟左右的视频，尺寸是16:9")_
-
-### How it works
-
-1. **Qwen Code** parses the request, plans the narrative beats, and decides which tools to call.
-2. The **spark-video Skill** breaks the story into shots, writes per-shot prompts, and enforces visual continuity (characters, lighting, palette, lens language).
-3. **`bl video generate`** dispatches each shot to **HappyHorse 1.1** in parallel.
-4. The skill stitches all clips back together into a single 16:9 / ~2-min deliverable.
-
-No timeline scrubbing. No frame-by-frame editing. Just one sentence → one video.
-
-## Installation
 
-```bash
-# Recommended — no Node required
-curl -fsSL https://bailian.aliyun.com/cli/install.sh | bash
+## Showcase 2: A Short-Film Director Managed Agent from One Sentence
 
-# Windows (PowerShell)
-irm https://bailian.aliyun.com/cli/install.ps1 | iex
+<p align="center">
+  <a href="https://cloud.video.taobao.com/vod/2v0GYLbJSQb2saj4iopTJDW3iRIHsintYlK-wTKbhqE.mp4">
+    <img src="https://img.alicdn.com/imgextra/i4/6000000001674/O1CN01xhzixhxltbH3LxWu_!!6000000001674-0-tbvideo.jpg" alt="Click to play the demo video" width="720" />
+  </a>
+</p>
 
-# Node users / developers (Node.js >= 18.17)
-npm install -g bailian-cli
+<p align="center"><i>👆 Click the cover to play the full demo</i></p>
 
-# Agent skills
-npx skills add modelstudioai/cli --all -g
-```
+One sentence builds a reusable cloud-side short-film director for storyboarding, storyboard image generation, and video creation:
 
-> Binary install does not require Node.js. `npm install -g` remains fully supported.
+- **[Qwen Code](https://github.com/QwenLM/qwen-code)** — understands the requirement and generates the agent configuration
+- **[Aliyun Model Studio CLI](https://github.com/modelstudioai/cli/)** — validates the configuration, previews the changes, and completes the deployment
+- **[Managed Agent](https://bailian.console.aliyun.com/cn-beijing/?tab=managed-agents#/managed-agents/quick-start)** — runs the director role along with its skills and tools in the cloud
 
-## Quick Start
-
-```bash
-# Authenticate, recommended
-bl auth login --console
+### The single prompt
 
-# Or authenticate with an API key
-bl auth login --api-key sk-xxxxx
+> _"Build me a Managed Agent app that can produce short films — a director expert that generates videos and can also design the matching storyboards."_
 
-# Or use Token Plan (Base URL built in; the key is tested during login)
-bl auth login --config token-plan --api-key sk-sp-xxxxx
+## Installation
 
-# Configure a coding agent to use DashScope
-bl config agent --agent codex --base-url https://dashscope.aliyuncs.com/compatible-mode/v1 --api-key sk-xxxxx --model qwen3-coder-plus
+**Agent install (recommended)**
 
-# Chat with Qwen
-bl text chat --message "What is DashScope?"
+Send the following to your Agent — it will detect your environment, then install and verify the CLI for you:
 
-# Multimodal chat (text + image + audio + video)
-bl omni --message "Describe this image" --image ./photo.jpg
+```text
+Please read https://bailian.aliyun.com/cli/install.md and install the Aliyun Model Studio CLI for me
+```
 
-# Generate an image
-bl image generate --prompt "A cat in a spacesuit" --out-dir ./images/
+**Manual install (npm)**
 
-# Generate a video from local image
-bl video generate --image ./cat.png --prompt "Make the cat move" --download cat.mp4
+```bash
+npm install -g bailian-cli
+npx skills add modelstudioai/cli --all -g
+```
 
-# Model recommendation — find the best model for your use case
-bl advisor recommend --message "I need a visual-understanding chatbot"
+> Requires Node.js >= 18.17.
 
-# Compare specific models
-bl advisor recommend --message "qwen-max vs deepseek-v3 for code generation"
+## Quick Start
 
-# Browser login (required for console capability commands)
-bl auth login --console
+Once installed, just describe your task to your AI Agent — no need to assemble commands by hand.
 
-# Fine-tune & deploy — a one-shot train-to-serve workflow
-bl dataset upload --file ./train.jsonl                 # Upload a .jsonl dataset (validated first)
-bl finetune text create --model qwen3-8b --datasets ./train.jsonl --training-type sft-lora  # Local paths auto-upload
-bl finetune watch --job-id ft-xxx --output json       # Non-blocking probe (running/succeeded return 0; failed/canceled report an error)
-bl finetune capability --model qwen3-8b               # Which training types a model supports
-bl deploy text create --model qwen3-8b --name my-svc --plan mu  # Deploy the trained model as an endpoint
-
-# Browse models / apps / free-tier quota / usage statistics / workspaces
-bl model list                                        # Browse model families and pricing
-bl app list
-bl usage summary                                     # Unified view: free-tier quota + recent usage overview
-bl usage free                                         # Free-tier quota across models (add --model/--expiring/--sort)
-bl usage stats --workspace-id <id>                    # Model usage statistics (add --model for per-model)
-bl workspace list                                     # List all workspaces
-
-# Rate limit management (list / check / request / history)
-bl quota list                                         # View RPM/TPM limits (add --model to filter)
-bl quota check                                        # Current usage vs rate limits (add --model/--period)
-bl quota request --model qwen3.6-plus --tpm 6000000   # Request a temporary TPM increase
-bl quota history                                      # View quota-change history
-
-# Token Plan team management (requires AK/SK, see auth below)
-bl token-plan list-seats                                # View subscription seat details
-bl token-plan add-member --account-name dev --org-id org_xxx
-bl token-plan assign-seats --workspace-id ws_xxx --seat-type standard --account-id acc_xxx
-bl token-plan create-key --account-id acc_xxx --workspace-id ws_xxx
-```
+| Scenario                 | What to say to your Agent                                                         |
+| ------------------------ | --------------------------------------------------------------------------------- |
+| Managed Agent            | "Create a Managed Agent that can generate short-film storyboards and videos."     |
+| Image & video generation | "Generate an image of a cat in a spacesuit on Mars, then turn it into a video."   |
+| Usage & quota            | "Show my recent model usage, free-tier quota, and rate limits."                   |
+| Model selection          | "Recommend a model for image understanding and customer support."                 |
+| About Bailian CLI        | "Tell me what Bailian CLI can do for me, and suggest how to use it for my needs." |
 
 > More examples and scenarios: [Aliyun Model Studio CLI Site](https://bailian.console.aliyun.com/cli?source_channel=cli_github&)
 
 ## Authentication
 
-### DashScope API Key
+### API Key
 
 Required for most commands. Get your key from the [DashScope Console](https://bailian.console.aliyun.com/cn-beijing/?source_channel=key_github&tab=app#/api-key).
 
 ```bash
-# Option 1: Environment variable
-export DASHSCOPE_API_KEY=sk-xxxxx
-
-# Option 2: Login command (persisted to ~/.bailian/config.json)
 bl auth login --api-key sk-xxxxx
-
-# Option 3: Per-command flag
-bl text chat --api-key sk-xxxxx --message "Hello"
 ```
 
-### Token Plan API Key
-
-Get or copy the API key from the [Token Plan subscription overview](https://bailian.console.aliyun.com/cn-beijing?tab=plan#/efm/subscription/overview).
-The CLI has the default Token Plan Base URL built in. Login tests the key first, then saves and activates the `token-plan` config only when validation succeeds.
+Get or copy your Token Plan API key from the [Token Plan subscription overview](https://bailian.console.aliyun.com/cn-beijing?tab=plan#/efm/subscription/overview).
 
 ```bash
 bl auth login --config token-plan --api-key sk-sp-xxxxx
 ```
 
 ### Console Login (OAuth)
 
-Required for console capability commands (`model list`, `app list`, `usage summary/free/stats`, `workspace list`, `quota list/request/check/history`). Opens the Bailian console in your browser to sign in.
+Required for console capability commands (model list, app list, MCP list, workspace, usage queries, rate-limit increases, direct console calls). Opens the Bailian console in your browser to sign in.
 
 ```bash
 bl auth login --console
 ```
 
-### Alibaba Cloud OpenAPI AK/SK (Token Plan only)
+### Alibaba Cloud OpenAPI AK/SK
 
-Required for the `token-plan` command group. Get your AccessKey from [RAM Console](https://ram.console.aliyun.com/manage/ak).
+Token Plan seat and member management requires an Alibaba Cloud AccessKey. Get yours from the [RAM Console](https://ram.console.aliyun.com/manage/ak).
 
 > Recommended: create a RAM sub-account with minimum privileges instead of using the root account's AK/SK.
 
 ```bash
-# Option 1: Login command (persisted to ~/.bailian/config.json)
 bl auth login --open-api --access-key-id LTAI5t... --access-key-secret ...
-
-# Option 2: Environment variables
-export ALIBABA_CLOUD_ACCESS_KEY_ID=LTAI5t...
-export ALIBABA_CLOUD_ACCESS_KEY_SECRET=...
-export BAILIAN_WORKSPACE_ID=ws-...
 ```
 
 ## Configuration
@@ -214,18 +145,31 @@ export BAILIAN_WORKSPACE_ID=ws-...
 # View current config
 bl config show
 
-# Set defaults
-bl config set --key base_url --value https://dashscope-us.aliyuncs.com
-bl config set --key default_text_model --value qwen-turbo
-bl config set --key timeout --value 600
+# List all config profiles
+bl config list
 
-# Self-update to latest or a specific version
-bl update
-bl update --to 0.1.14
+# Switch config profile
+bl config use --name token-plan
 ```
 
 Config file location: `~/.bailian/config.json`
 
+## Update
+
+```bash
+bl update
+```
+
+Upgrades the CLI to the latest version and refreshes the installed Agent Skills. Release notes for every version live in [CHANGELOG.md](https://github.com/modelstudioai/cli/blob/main/CHANGELOG.md).
+
+## Contributing
+
+Bug reports, feature requests, and PRs are welcome. See [CONTRIBUTING.md](https://github.com/modelstudioai/cli/blob/main/CONTRIBUTING.md) for developer setup, repo layout, and the workflow for adding or changing commands.
+
+Scan the QR code to join the Aliyun Model Studio CLI DingTalk user group for usage help, troubleshooting, bug reports, and tips from other users.
+
+<img src="https://img.alicdn.com/imgextra/i3/O1CN015uuhYGb6j0L12xJZ_!!6000000006304-2-tps-516-485.png" alt="Aliyun Model Studio CLI DingTalk user group" width="240" />
+
 ## Links
 
 | Resource                     | URL                                                                                       |
@@ -237,11 +181,3 @@ Config file location: `~/.bailian/config.json`
 | Get API Key                  | https://bailian.console.aliyun.com/cn-beijing/?source_channel=key_github&tab=app#/api-key |
 | Get Token Plan API Key       | https://bailian.console.aliyun.com/cn-beijing?tab=plan#/efm/subscription/overview         |
 | Get AccessKey                | https://ram.console.aliyun.com/manage/ak                                                  |
-
-## Changelog
-
-Release notes for every version live in [CHANGELOG.md](https://github.com/modelstudioai/cli/blob/main/CHANGELOG.md).
-
-## Contributing
-
-Bug reports, feature requests, and PRs are welcome. See [CONTRIBUTING.md](https://github.com/modelstudioai/cli/blob/main/CONTRIBUTING.md) for developer setup, repo layout, and the workflow for adding or changing commands.