语构 App Builder

Build full-stack web applications using 语构's chat-driven development platform. Manages conversations, sends development instructions, monitors build progress, extracts results (generated files, summaries, task status), publishes applications, and manages versions.

Installation

Prerequisites

Before using this skill, ensure you have the CREO4U_SKILL_API_KEY environment variable set.

Setup API Key

Option 1: Provide API Key during installation

bash

export CREO4U_SKILL_API_KEY="your_api_key_here"

Option 2: If not provided, the skill will prompt for it

• If CREO4U_SKILL_API_KEY is already set in your environment, the skill will use it directly
• If not set, the skill will ask you to provide the API key

After Installation

Once installed, all CLI commands will automatically use the CREO4U_SKILL_API_KEY environment variable — no need to pass --token or any API key parameter.

---

语构 App Builder

语构 is a chat-driven full-stack application builder. Users describe what they want in natural language and 语构 generates a production-ready web application, including frontend UI, backend services, database schema, and a live development environment.

This skill enables AI agents to interact with the 语构 platform to create, iterate, publish, and deploy applications.

All platform operations must be executed through the CLI script:

bash

python scripts/yugoo_cli.py [global options] <command> [command options]

IMPORTANT: Argument Order — Global options (--token, --base-url, --insecure, --timeout) must appear BEFORE the subcommand. Placing them after the subcommand will cause a parse error.

bash

# ✅ Correct — global options before subcommand
python scripts/yugoo_cli.py --token TOKEN create --name "My App"

# ❌ Wrong — global options after subcommand
python scripts/yugoo_cli.py create --token TOKEN --name "My App"

Note: The --insecure flag disables TLS certificate verification. Only use it in controlled test environments — never for production or when transmitting real API keys.

Do not call platform APIs directly. Always use the CLI commands provided by this skill.

---

When to Use This Skill

Use this skill whenever the user wants to:

• create a website or web application
• build a dashboard or admin panel
• create a SaaS product or internal tool
• build a full-stack application with frontend + backend
• build a landing page
• create a browser game or mini game
• iterate on an existing 语构 project
• publish or deploy an 语构 application
• check sandbox health or preview URLs
• manage application versions
• copy an existing application (own or from market)
• clone an app from the app market
• switch between application versions
• delete or finalize a version

Do not use this skill for unrelated programming tasks.

---

Routing Keywords

Trigger this skill if the request includes concepts such as:

• build a website
• create a webpage
• build a web app
• create a SaaS
• build a dashboard
• create an admin panel
• build an internal tool
• create a landing page
• build a browser game
• create a mini game
• generate a web product
• make a snake game webpage
• build a todo web app
• create a blog site
• publish this app
• deploy this application
• copy this app
• clone an app from market
• browse app market
• switch to version
• list versions
• delete version
• finalize version

---

Example Requests

Examples that should route to this skill:

• "Create a todo list web app"
• "Build a personal blog website"
• "Make a dashboard for sales analytics"
• "Create a SaaS landing page"
• "Build an admin panel"
• "Write a snake game webpage"
• "Create a browser game"
• "Build a mini web game"
• "Modify my 语构 project"
• "Publish this 语构 app"
• "Deploy my application"

---

Application Development Description Guidelines

✅ DO: Simple, Focused Requests

For New Applications

Describe the core functionality in 1-2 sentences:

text

"Build a todo app where users can add tasks, mark them complete, and delete them"
"Create a dashboard to display sales data with charts and filters"
"Build a landing page for a SaaS product with pricing section and contact form"

For Bug Fixes or Optimizations (1-2 changes per request)

✅ Correct - Single Focus:

text

"Fix the submit button not responding on the contact form"
"Optimize the loading speed of the data table"
"Add error handling for invalid email input"
"Fix the date picker not showing correct format"

✅ Correct - Two Related Changes:

text

"Fix the login button styling and add a loading indicator"
"Optimize the database query and add caching for faster response"
"Fix the mobile layout and adjust the navigation menu"

❌ WRONG - Too Complex (DO NOT use):

text

"Fix the login button, optimize the database, add user authentication, redesign the homepage, and deploy to production"

⚠️ IMPORTANT: Complexity Limits

When sending messages to the chat API:

Request Type	Max Items
Bug fixes	1-2 related bugs
Feature additions	1-2 related features
Optimizations	1-2 related optimizations
UI changes	1-2 related components

Rationale: 语构 platform works best with focused, incremental changes. Complex multi-part requests may result in incomplete implementation or unexpected behavior.

Iterative Development Pattern

For complex requirements, break them into multiple chat messages:

bash

# Round 1: Build basic structure
chat -c $CID -m "Build a todo app with add and list features" --watch

# Round 2: Add one feature
chat -c $CID -m "Add delete functionality to todo items" --watch

# Round 3: Add another feature
chat -c $CID -m "Add edit functionality and local storage" --watch

# Round 4: Polish
chat -c $CID -m "Improve the UI styling and add animations" --watch

---

How to Describe Application Requirements

✅ Do: Keep It Simple

Describe what the application should do in one or two sentences:

text

"Build a todo app where users can add tasks, mark them complete, and delete them"
"Create a dashboard to display sales data with charts and filters"

❌ Don't: Over-Specify

Avoid:

• Technology stack (e.g., "use React", "use FastAPI")
• Performance requirements (e.g., "handle 1000 concurrent users")
• Architecture constraints (e.g., "use microservices")
• Detailed feature lists

For iterative modifications, keep requests brief — only describe the change needed, not the full application again.

For bug fixes or optimizations, limit to 1-2 related changes per request. See Application Development Description Guidelines for details.

The platform handles technical decisions automatically.

---

Model Selection

The chat command accepts an optional --model-choice parameter that selects which model the Task agent uses for this message. The Pilot agent always uses the platform default and is not affected by this flag.

Accepted values

Value	Meaning
(omitted) or auto	Smart routing — platform picks the best model
economy	Preset: cheaper / faster models
advance	Preset: balanced cost vs. capability
expert	Preset: highest-capability models
<model-id>	A concrete model id from python scripts/yugoo_cli.py models (e.g. claude-sonnet-4-6)

Format constraint: ^[A-Za-z0-9._\-]+$, max length 80.

Typical usage

bash

# Discover available choices
python scripts/yugoo_cli.py models

# Pick a preset
python scripts/yugoo_cli.py chat -c $CID -m "Build a SaaS landing page" --model-choice expert --watch

# Pin a concrete model id
python scripts/yugoo_cli.py chat -c $CID -m "Add e2e tests" --model-choice claude-sonnet-4-6 --watch

When to set it explicitly

• The user asks for a specific model ("use Sonnet", "switch to the cheaper model").
• You're running a high-stakes / complex change and want the expert preset.
• You're doing many trivial iterations and want the economy preset to save credits.

For most cases, leave it unset (smart routing).

---

Stateless Execution Model

The CLI script is stateless. It does not store workflow state between calls.

Application workflow state is maintained by the 语构 platform and must be tracked via:

• conversation_id — the unique session identifier
• message_id — identifies a specific message/generation run

Agents must pass the appropriate identifiers when continuing conversations or checking results.

---

Application Lifecycle

语构 applications follow a standard lifecycle:

1. Initial Creation

For a new application:

1. Start with a chat request describing the product
2. The platform generates the application automatically
3. Application is available in the development environment

2. Multi-Round Modification

After an application has been created:

• Continue using chat with the same conversation_id
• Chat messages modify the existing application
• No additional generation step required

3. Publishing

Publishing deploys the application to production:

• Use publish command to trigger deployment
• Use publish --wait to auto-poll until deployment completes
• After successful publish, the app is live at the preview URL

---

Application URLs

语构 provides URLs during the lifecycle:

Development/Preview URL

After the application is created, access it at:

text

https://preview-{conversation_id}.creo4u.com/

This URL is for:

• viewing the application
• testing features
• development iteration

Production URL

After publishing succeeds, the application is accessible at:

text

https://preview-{conversation_id}.creo4u.com/

This is the public production URL of the deployed application.

Share this URL only after publishing completes successfully.

---

Standard Workflow

Create New Application

text

create → chat --watch → publish --wait → urls

Iterate on Existing Application

text

chat --watch → result → chat --watch → result → ...

Publish Application

text

publish --wait → urls

Take Down Application

text

unpublish

Copy Own Application

text

copy → chat --watch → result → publish --wait

Clone from App Market

text

market-list → clone-market → chat --watch → result → publish --wait

Version Management

text

versions → restore-version → chat --watch → finalize-version

Build with Attachments

text

upload --file → chat --attachment OSS_PATH --watch → publish --wait → urls

Build from Local File

text

chat --file /path/to/requirements.txt --watch → result → publish --wait → urls

---

Complete Workflow Example

bash

# Step 1: Create a conversation
CONV=$(python scripts/yugoo_cli.py create --name "Todo App")
CID=$(echo $CONV | python -c "import sys,json; print(json.load(sys.stdin)['conversation_id'])")

# Step 2: Send development instructions and watch progress
# The poll_completed snapshot contains cost/time in assistant messages
python scripts/yugoo_cli.py chat \
  -c $CID \
  -m "Build a todo app with add, complete, and delete features" \
  --watch

# Step 3: Publish the application (auto-wait for completion)
python scripts/yugoo_cli.py publish -c $CID --wait

# Step 4: Get the production URL
python scripts/yugoo_cli.py urls -c $CID

---

Available Commands

Note: All commands automatically use the CREO4U_SKILL_API_KEY environment variable for authentication.

create

Create a new conversation.

bash

python scripts/yugoo_cli.py create [--name NAME]

Parameter	Default	Description
--name	New Conversation	Conversation name

Output: JSON with conversation_id, name, status, created_at.

---

upload

Upload a local file as a chat attachment. The file is uploaded to OSS and the returned oss_path can be passed to chat --attachment.

bash

python scripts/yugoo_cli.py upload --file /path/to/file

Parameter	Required	Description
--file	Yes	Local file path to upload (max 50MB)

Output: JSON with oss_path, filename, file_md5, size_bytes.

json

{"oss_path": "chat/attachments/123/abc123def456/document.pdf", "filename": "document.pdf", "file_md5": "abc123def456...", "size_bytes": 1048576}

Example — Upload then chat with attachment:

bash

# Step 1: Upload the file
UPLOAD=$(python scripts/yugoo_cli.py upload --file design.png)
OSS_PATH=$(echo $UPLOAD | python -c "import sys,json; print(json.load(sys.stdin)['oss_path'])")

# Step 2: Send message with attachment
python scripts/yugoo_cli.py chat -c $CID -m "参考这个设计图来实现页面" --attachment "$OSS_PATH" --watch

---

chat

Send a message and optionally watch for completion via polling. This is the primary workflow command.

bash

python scripts/yugoo_cli.py chat -c CID -m "message" [--watch] [--attachment OSS_PATH]
python scripts/yugoo_cli.py chat -c CID -f /path/to/file [--watch]

Parameter	Required	Description
-c, --conversation-id	No	Conversation ID (omit to auto-create)
-m, --content	No*	Message content (use - to read from stdin)
-f, --file	No*	Read message content from a local file path
-w, --watch	No	Poll for completion after sending message (15s interval)
--agent-name	No	Specific agent to handle the message
--context	No	JSON string for additional context
--attachment	No	OSS path of uploaded attachment (repeatable for multiple files)
--model-choice	No	Model selection for the Task agent. Accepts a preset (auto | economy | advance | expert) or a concrete model id from the models command. Omit (or pass auto) to use smart routing. Only affects the Task agent; the Pilot agent always uses the platform default.

*Either --content or --file is required. --file takes priority if both are provided.

Output without --watch: Single JSON line with message_id, conversation_id.

Output with --watch: Polling mode with completion status

json

{"event": "message_accepted", "message_id": "...", "conversation_id": "..."}
{"event": "poll", "iteration": 1, "state": "pending"}
{"event": "poll", "iteration": 2, "state": "running"}
{"event": "poll_completed", "iteration": 3, "state": "completed", "snapshot": {...}}

Important:

• Use --watch for most cases — it sends the message AND polls for completion in one command.
• Use --file to send a local file's content as the message — useful for long requirement documents or pre-written prompts.
• Use --content - to read long prompts from stdin.
• Use upload command first to get oss_path, then pass it via --attachment.
• Use --model-choice to override the default model routing (see Model Selection).

Example — pick a model preset:

bash

# Use the high-capability "expert" preset for the Task agent
python scripts/yugoo_cli.py chat -c $CID -m "Refactor the auth flow" --model-choice expert --watch

# Use a concrete model id (look it up via the `models` command first)
python scripts/yugoo_cli.py chat -c $CID -m "Add tests" --model-choice claude-sonnet-4-6 --watch

---

models

List available model presets and concrete model ids for use with chat --model-choice. This is a public endpoint and does not consume credit.

bash

python scripts/yugoo_cli.py models

Output:

json

{
  "presets": [
    {"id": "auto", "display_name": "Auto", "description": "Smart routing", "is_default": true, "first_model": "...", "fallback_chain": ["..."]},
    {"id": "economy", "display_name": "Economy", "description": "Cheaper, faster models", "first_model": "...", "fallback_chain": ["..."]},
    {"id": "advance", "display_name": "Advance", "description": "Balanced", "first_model": "...", "fallback_chain": ["..."]},
    {"id": "expert", "display_name": "Expert", "description": "Highest capability", "first_model": "...", "fallback_chain": ["..."]}
  ],
  "models": [
    {"id": "claude-sonnet-4-6", "display_name": "Claude Sonnet 4.6", "series": "claude", "price_tier": "advance", "is_latest": true, "enabled": true, "context_window": 200000}
  ],
  "default_choice": "auto"
}

When to use:

• Before the first chat in a session, if you want a non-default model.
• When the user explicitly asks "which models can I use?" / "switch to a cheaper model" / etc.
• Pass either a preset id (e.g. expert) or a concrete model id (e.g. claude-sonnet-4-6) to chat --model-choice.

---

publish

Trigger deployment to production.

bash

python scripts/yugoo_cli.py publish -c CID [--wait]

Parameter	Required	Description
-c, --conversation-id	Yes	Conversation ID to publish
-w, --wait	No	Auto-poll publish status until published or failed

Examples:

1. Publish and manually check status:

bash

python scripts/yugoo_cli.py publish -c $CID

2. Publish and auto-wait for completion (recommended):

bash

python scripts/yugoo_cli.py publish -c $CID --wait

Important:

• Application must be created before publishing
• After successful publish, the app is live at the preview URL
• Use --wait flag to avoid manual polling

---

publish-status

Check the status of a deployment.

bash

python scripts/yugoo_cli.py publish-status -c CID

Parameter	Required	Description
-c, --conversation-id	Yes	Conversation ID

Output: JSON with status: created, publishing, published, or failed

Usage Pattern:

bash

# Publish and auto-wait for completion (recommended)
python scripts/yugoo_cli.py publish -c $CID --wait

# Or check status manually
python scripts/yugoo_cli.py publish-status -c $CID

Tip: Use publish --wait to avoid manual polling.

---

unpublish

Take down a deployed application (removes the public production URL).

bash

python scripts/yugoo_cli.py unpublish -c CID

Parameter	Required	Description
-c, --conversation-id	Yes	Conversation ID to unpublish

Example:

bash

python scripts/yugoo_cli.py unpublish -c $CID

Important:

• Application must have been published before it can be unpublished
• After unpublishing, the production URL is no longer accessible
• The conversation and source files are preserved; only the deployment is removed
• You can publish the application again later to restore the deployment

---

messages

Get the full conversation snapshot (all messages and state).

bash

python scripts/yugoo_cli.py messages -c CID

Output: Complete snapshot JSON with all runs, messages, panels, and metadata.

---

result

Extract structured development results from the conversation snapshot. This is the recommended way to get results after a chat --watch completes.

bash

python scripts/yugoo_cli.py result -c CID [--message-id MID]

Parameter	Required	Description
-c, --conversation-id	Yes	Conversation ID
--message-id	No	Specific message run (default: latest)

Output:

json

{
  "conversation_id": "...",
  "message_id": "...",
  "status": "completed",
  "summary": "Built a full-stack todo application...",
  "files_generated": ["src/App.tsx", "backend/main.py"],
  "files_modified": ["package.json"],
  "assistant_messages": ["..."],
  "tasks": [
    {"task_id": "...", "title": "Generate frontend code", "status": "completed", "type": "streaming_multi_file"}
  ],
  "error": null,
  "token_usage": {"prompt_tokens": 1234, "completion_tokens": 5678, "total_tokens": 6912},
  "credit_usage": 100,
  "started_at": 1705771805000,
  "completed_at": 1705771900000
}

---

stop

Stop message generation in progress.

bash

python scripts/yugoo_cli.py stop -c CID --message-id MID

---

start-runtime

Start or restart the conversation runtime (container environment).

bash

python scripts/yugoo_cli.py start-runtime -c CID

Use this after a container has been reclaimed due to inactivity.

---

list

List conversations with pagination and filtering.

bash

python scripts/yugoo_cli.py list [--limit N] [--offset N] [--keyword KW] [--sort-by FIELD] [--sort-order asc|desc]

---

get

Get conversation details.

bash

python scripts/yugoo_cli.py get -c CID

---

delete

Terminate a conversation.

bash

python scripts/yugoo_cli.py delete -c CID

---

health

Check sandbox services health (frontend, backend, sandbox interface).

bash

python scripts/yugoo_cli.py health -c CID

Output:

json

{
  "frontend": {"ready": true, "status_code": 200, "message": "Frontend service is ready"},
  "backend": {"ready": true, "status_code": 200, "message": "Backend service is ready"},
  "sandbox": {"ready": true, "status_code": 200, "message": "Sandbox service is ready"},
  "all_ready": true
}

---

urls

Get sandbox, preview, and backend URLs for the development environment.

bash

python scripts/yugoo_cli.py urls -c CID

Output:

json

{"sandbox_url": "https://sandbox-xxx.domain.com", "preview_url": "https://preview-xxx.domain.com", "backend_url": "https://backend-xxx.domain.com"}

---

download

Download workspace as a zip file.

bash

python scripts/yugoo_cli.py download -c CID

Output: JSON with download_url, filename, size_mb, md5.

---

versions

List all saved versions for a conversation.

bash

python scripts/yugoo_cli.py versions -c CID [--sort-order asc|desc]

Parameter	Required	Description
-c, --conversation-id	Yes	Conversation ID
--sort-order	No	Sort direction: asc (oldest first) or desc (newest first, default)

Output: JSON with conversation_id, current_version, versions array (each with version, timestamp, is_wip, is_published, description, from_version), and total count.

Example:

bash

python scripts/yugoo_cli.py versions -c $CID
# Output: {"conversation_id": "...", "current_version": 3, "versions": [...], "total": 3}

---

current-version

Get the current active version number and its metadata.

bash

python scripts/yugoo_cli.py current-version -c CID

Parameter	Required	Description
-c, --conversation-id	Yes	Conversation ID

Output: JSON with conversation_id, current_version, is_wip, from_version, description.

---

restore-version

Switch workspace to a specific version. This changes the active codebase and restarts the sandbox.

bash

python scripts/yugoo_cli.py restore-version -c CID --version N

Parameter	Required	Description
-c, --conversation-id	Yes	Conversation ID
--version	Yes	Version number to switch to

Output: JSON with success, version, mode (tag or wip), message.

Important:

• Switching versions restarts the sandbox runtime automatically.
• Cannot switch versions while another operation is in progress (returns 409).
• After switching, use chat to continue development from that version.

---

copy

Create a deep copy of an existing conversation (own application).

bash

python scripts/yugoo_cli.py copy -c CID [--new-name NAME] [--wait]

Parameter	Required	Description
-c, --conversation-id	Yes	Source conversation ID
--new-name	No	Name for the copy (default: "{original name}（副本）")
-w, --wait	No	Auto-poll copy status until workspace is ready (5s interval, max 10 minutes)

Output: JSON with conversation_id, name, status, created_at of the new conversation.

Important:

• Creates a completely independent copy with new conversation ID
• Workspace files are copied in the background (1-30 seconds)
• The new conversation is immediately usable for chat commands
• Use --wait to block until workspace files are fully copied

Example:

bash

# Copy an existing app (without waiting)
NEW=$(python scripts/yugoo_cli.py copy -c $CID --new-name "My App V2")
NEW_CID=$(echo $NEW | python -c "import sys,json; print(json.load(sys.stdin)['conversation_id'])")

# Copy and wait for workspace to be ready
NEW=$(python scripts/yugoo_cli.py copy -c $CID --new-name "My App V2" --wait)
NEW_CID=$(echo $NEW | python -c "import sys,json; print(json.load(sys.stdin)['conversation_id'])")

# Iterate on the copy
python scripts/yugoo_cli.py chat -c $NEW_CID -m "Add dark mode support" --watch

---

market-list

Browse and search the app market.

bash

python scripts/yugoo_cli.py market-list [--limit N] [--offset N] [--keyword KW] [--category-id ID] [--sort-by FIELD]

Parameter	Required	Description
--limit	No	Max results (default: 20)
--offset	No	Pagination offset (default: 0)
--keyword	No	Search keyword
--category-id	No	Filter by category ID
--sort-by	No	Sort field (e.g. view_count, clone_count, created_at)

Output: JSON with items array containing market item details (item_id, title, description, clone_count, view_count, etc.) and pagination info.

Example:

bash

# Search for todo apps
python scripts/yugoo_cli.py market-list --keyword "todo"

# Browse most popular apps
python scripts/yugoo_cli.py market-list --sort-by view_count --limit 10

---

clone-market

Clone an app from the app market into your conversation list.

bash

python scripts/yugoo_cli.py clone-market --item-id ITEM_ID

Parameter	Required	Description
--item-id	Yes	Market item ID to clone

Output: JSON with conversation_id, cloned_code, cloned_prd, cloned_history, message_count.

Important:

• The cloned app is created as a new conversation you own
• What gets cloned depends on the original app's clone permission settings:
  • CODE: workspace source files
  • PRD: design documents
  • HISTORY: conversation messages
• Workspace files are copied in the background

Example - Clone from Market and Iterate:

bash

# Step 1: Browse market
python scripts/yugoo_cli.py market-list --keyword "dashboard"

# Step 2: Clone the app (use item_id from market-list result)
CLONE=$(python scripts/yugoo_cli.py clone-market --item-id $ITEM_ID)
CID=$(echo $CLONE | python -c "import sys,json; print(json.load(sys.stdin)['conversation_id'])")

# Step 3: Customize the cloned app
python scripts/yugoo_cli.py chat -c $CID -m "Change the color scheme to dark blue" --watch

# Step 4: Publish your customized version
python scripts/yugoo_cli.py publish -c $CID --wait

---

delete-version

Delete a WIP (work-in-progress) version and revert to the previous version.

bash

python scripts/yugoo_cli.py delete-version -c CID --version N

Parameter	Required	Description
-c, --conversation-id	Yes	Conversation ID
--version	Yes	Version number to delete

Output: JSON with success, version, reverted_to_version, message.

Important:

• Only WIP versions can be deleted. Finalized versions cannot be deleted.
• The workspace automatically reverts to the previous version after deletion.
• Cannot delete a version while another operation is in progress (returns 409).

---

finalize-version

Finalize (lock) the current WIP version, making it a permanent checkpoint.

bash

python scripts/yugoo_cli.py finalize-version -c CID

Parameter	Required	Description
-c, --conversation-id	Yes	Conversation ID

Output: JSON with success, version, from_version, message.

Important:

• Only works when the workspace is on a WIP branch.
• After finalization, the version becomes a permanent tag that cannot be deleted.
• Use this to create stable checkpoints before making major changes.

---

update-version-desc

Update the description of a specific version.

bash

python scripts/yugoo_cli.py update-version-desc -c CID --version N --description "description text"

Parameter	Required	Description
-c, --conversation-id	Yes	Conversation ID
--version	Yes	Version number
--description	Yes	New description text

Output: JSON with success, version, description, message.

---

rename

Rename a conversation.

bash

python scripts/yugoo_cli.py rename -c CID --name "New Name"

---

spending

Get message-level spending (cost and time) for a conversation. Supports filtering by message_id to query a single message's cost and duration.

bash

python scripts/yugoo_cli.py spending -c CID [--message-id MID] [--limit N] [--offset N]

Parameter	Required	Description
-c, --conversation-id	Yes	Conversation ID
--message-id	No	Filter by specific message ID
--limit	No	Max results (default: 50)
--offset	No	Pagination offset (default: 0)

Output:

json

{
  "session_id": "202501201430-a1b2c3d4",
  "app_name": "My Web App",
  "total_cost": "1500",
  "total": 1,
  "items": [
    {
      "message_id": "msg-001",
      "message_preview": "Build a login page...",
      "total_cost": "300",
      "record_count": 3,
      "first_billing_at": "2025-01-20T14:30:00",
      "last_billing_at": "2025-01-20T14:35:00",
      "started_at": "2025-01-20T14:30:00",
      "finished_at": "2025-01-20T14:35:00",
      "duration_seconds": 300.0
    }
  ],
  "limit": 20,
  "offset": 0
}

Fields:

• total_cost: Total credits consumed for the entire conversation (integer string)
• items[].total_cost: Credits consumed per message/development round
• items[].started_at / finished_at: Start and end timestamps of the development round
• items[].duration_seconds: Duration of the development round in seconds
• items[].first_billing_at / last_billing_at: Time range of billing for each round

---

Output Conventions

• stdout: JSON lines (one JSON object per line). Machine-readable.
• stderr: Error messages and metadata.
• Exit code 0: Success.
• Exit code 1: Error (details on stderr as JSON).

Every stdout line is a complete, self-contained JSON object. This enables piping to jq for filtering and line-by-line processing by AI agents.

---

Polling Mode

The chat and publish commands with --watch use polling to monitor progress:

• Interval: Fixed 15 seconds between polls
• Single request timeout: 10 minutes (40 iterations per request)
• Maximum total timeout: 1 hour (up to 6 retries)

Polling stops automatically when the run reaches completed or failed state.

Recommendation: Use --wait flag for publish command to auto-poll status.

poll

Resume polling for a message that is still in progress (after a poll_timeout).

bash

python scripts/yugoo_cli.py poll -c CID --message-id MID

Parameter	Required	Description
-c, --conversation-id	Yes	Conversation ID
--message-id	Yes	Message ID to poll

Output: Same as chat --watch — emits poll events and ends with poll_completed or poll_timeout.

CRITICAL: Polling Completion Rules

You MUST follow these rules strictly when using chat --watch:

1. Single request timeout is 10 minutes: Each chat --watch or poll command polls for up to 10 minutes. If the development is not done, the CLI emits a poll_timeout event and exits. This is normal — development can take longer than 10 minutes.

2. On poll_timeout, you MUST retry using the poll command: When you receive a poll_timeout event, immediately run the poll command with the same conversation_id and message_id to resume monitoring. Do NOT treat poll_timeout as a failure or stop.

3. Maximum 6 retries (1 hour total): You may retry the poll command up to 6 times (including the initial chat --watch). This ensures a maximum total timeout of 1 hour (6 × 10 min). If all 6 attempts time out, then treat it as a genuine timeout and report to the user.

   Retry flow:

   text

   chat --watch (attempt 1, up to 10 min)
     → poll_timeout? → poll (attempt 2, up to 10 min)
       → poll_timeout? → poll (attempt 3, up to 10 min)
         → poll_timeout? → poll (attempt 4, up to 10 min)
           → poll_timeout? → poll (attempt 5, up to 10 min)
             → poll_timeout? → poll (attempt 6, up to 10 min)
               → poll_timeout? → report timeout to user
   

   Example:

   bash

   # Initial request
   python scripts/yugoo_cli.py chat -c $CID -m "Build a complex app" --watch
   # If poll_timeout, resume with poll:
   python scripts/yugoo_cli.py poll -c $CID --message-id $MID
   # Repeat poll up to 5 more times if needed
   

4. Wait for ALL tasks to complete: The polling only ends with poll_completed when every task and phase in the development pipeline has finished (status = completed or failed). Do NOT consider the operation done just because an assistant message appeared or a partial result was returned.

5. Do NOT stop polling on intermediate messages: During development, the platform may return intermediate status messages such as:

   • "服务正在启动中，预计还需要几分钟时间。前端服务启动后即可访问！"
   • "正在生成代码..."
   • "正在部署..."
   • Any message indicating services are still starting or building

   These are progress updates, NOT completion signals. You MUST continue waiting for the poll_completed event. Never interpret these messages as the final result.

6. Only poll_completed means truly done:

   • poll_completed → Development finished. Proceed to result and spending.
   • poll_timeout → Not finished yet. Retry with poll command (up to 6 total attempts).

---

Error Handling

All HTTP errors produce JSON on stderr:

json

{"error": {"error": "CONVERSATION_NOT_FOUND", "message": "Conversation not found"}, "status_code": 404}

Common error codes:

Status	Error	Meaning
402	INSUFFICIENT_CREDIT	User has insufficient credit
404	CONVERSATION_NOT_FOUND	Conversation does not exist
409	CONVERSATION_IN_PROGRESS	Another message is being processed
409	WIP_VERSION_CONFLICT	Version conflict during message send
409	PUBLISH_IN_PROGRESS	Another publish is being processed
501	NOT_IMPLEMENTED	Feature not available in current mode

If the conversation is locked (409), wait a few seconds and retry.

---

Application Copy & Clone Workflow

Copy Your Own Application

Use copy to create an independent copy of your existing application, then iterate on it:

bash

# Copy the app
NEW=$(python scripts/yugoo_cli.py copy -c $CID --new-name "Todo App V2")
NEW_CID=$(echo $NEW | python -c "import sys,json; print(json.load(sys.stdin)['conversation_id'])")

# Develop on the copy
python scripts/yugoo_cli.py chat -c $NEW_CID -m "Add user authentication" --watch

# Publish the new version
python scripts/yugoo_cli.py publish -c $NEW_CID --wait

Clone from App Market

Use market-list to find apps, then clone-market to clone into your workspace:

bash

# Browse the market
python scripts/yugoo_cli.py market-list --keyword "ecommerce" --limit 5

# Clone an app (use item_id from market-list output)
CLONE=$(python scripts/yugoo_cli.py clone-market --item-id $ITEM_ID)
CID=$(echo $CLONE | python -c "import sys,json; print(json.load(sys.stdin)['conversation_id'])")

# Customize the cloned app
python scripts/yugoo_cli.py chat -c $CID -m "Replace product catalog with my inventory" --watch

# Get results and publish
python scripts/yugoo_cli.py result -c $CID
python scripts/yugoo_cli.py publish -c $CID --wait
python scripts/yugoo_cli.py urls -c $CID

---

Version Management Workflow

Versions allow you to create checkpoints, switch between states, and safely experiment.

View and Switch Versions

bash

# List all versions
python scripts/yugoo_cli.py versions -c $CID

# Check current version
python scripts/yugoo_cli.py current-version -c $CID

# Switch to an earlier version
python scripts/yugoo_cli.py restore-version -c $CID --version 2

Create a Checkpoint (Finalize)

After development, finalize the current WIP version to create a permanent checkpoint:

bash

# Develop features
python scripts/yugoo_cli.py chat -c $CID -m "Add payment integration" --watch

# Lock the version as a stable checkpoint
python scripts/yugoo_cli.py finalize-version -c $CID

# Add a description to the version
python scripts/yugoo_cli.py update-version-desc -c $CID --version 3 --description "Added payment integration with Stripe"

Undo Changes (Delete WIP Version)

If a development round didn't go well, delete the WIP version to revert:

bash

# Check current version (e.g., version 4, WIP)
python scripts/yugoo_cli.py current-version -c $CID

# Delete the WIP version and revert to previous
python scripts/yugoo_cli.py delete-version -c $CID --version 4

# Now back at version 3 — try again
python scripts/yugoo_cli.py chat -c $CID -m "Add payment integration using a different approach" --watch

---

Error Handling Guidance

Agents should handle the following situations:

• publish requested before application has been created
• missing conversation_id
• interrupted polling loop
• failed deployment status
• incorrect or missing parameter values

If workflow state is unclear, inspect the conversation or use result command before taking the next action.

Pro Tips:

• Always check command --help when unsure about parameters
• Use --wait flag with publish to simplify deployment
• Save conversation_id from create response
• After creation, use chat directly for modifications

---

Application Sharing Rule (IMPORTANT)

• You must share your application only using the production preview URL (after it has been published).

Production preview URL format:

text

https://preview-{conversation_id}.creo4u.com/

• If the application has not been published, you must publish it before sharing with others.

Example publish command:

bash

python scripts/yugoo_cli.py publish -c $CID --wait

---

Tips

• Use --watch with chat for the common case — it sends the message and polls for completion.
• Use --wait with publish to auto-poll deployment status.
• Use result after completion to get a clean summary without parsing poll events.
• Use --file with chat to send a local file's content as the message, useful for long requirement documents or pre-written prompts.
• The --content - flag reads message content from stdin, useful for long prompts.
• conversation_id is abbreviated as -c in all commands for convenience.
• Always check result output for status: "failed" and error field to detect failures.
• Use health to verify the sandbox is ready before sending development instructions.
• Use start-runtime to restart a container that was reclaimed due to inactivity.

---

Development Completion Best Practice

After an application is built, do NOT manually inspect the generated code files.

After chat --watch (or poll) completes with poll_completed:

1. Query Development Cost and Development Time using the spending command with --message-id:

bash

python scripts/yugoo_cli.py spending -c "$CID" --message-id "$MID"

Extract from the response:

• Development Cost: items[0].total_cost (Credits)
• Development Time: items[0].duration_seconds (seconds)

2. Publish and get URLs:

bash

python scripts/yugoo_cli.py publish -c "$CID" --wait
python scripts/yugoo_cli.py urls -c "$CID"

Then respond with the following fixed format (do NOT change field names or order):

text

**Application Summary**: [one-line description of what was built and key features]

**Preview URL**: https://preview-{conversation_id}.creo4u.com/

**Publish URL**: [url field from publish command output]

**Publish Status**: [published / failed]

**Development Cost**: [N] Credits

**Development Time**: [N]s

IMPORTANT: Always publish after development completes. Never skip any field. Always include both Preview URL and Publish URL.