Delegate long-form text generation to Upstage Solar Pro3 to optimize response quality and performance.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install solar-delegation
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install solar-delegation using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Solar Delegation?
Solar Delegation is a specialized skill designed to route resource-intensive writing tasks to the Upstage Solar Pro3 model via OpenRouter. While your primary AI model focuses on reasoning, planning, and tool execution, this skill handles the heavy lifting of drafting summaries, reports, and detailed explanations. This multi-model approach ensures that your Openclaw Skills remain responsive and efficient by balancing the workload between specialized LLMs to prevent primary model fatigue on purely descriptive tasks.
Solar Delegation Use Cases
- Summarizing long documents or conversation histories for professional review.
- Generating detailed technical reports or project updates based on agent activities.
- Handling high-volume message responses in Slack or Telegram without losing focus on logic.
- Drafting creative long-form content where high token limits and specific writing styles are required.
How Solar Delegation Works
- The system estimates the number of tokens required for the expected user-facing output.
- It verifies if the current communication session (such as Slack, Telegram, or the Main session) is enabled for delegation.
- If the token count exceeds the configured threshold (default is 200), a sessions_spawn task is triggered.
- The task is routed to the Upstage Solar Pro3 model with a strict instruction to ignore tools and focus solely on text generation.
- The resulting content is passed back to the user seamlessly within your Openclaw Skills setup.
Solar Delegation Setup
To begin using this capability within your Openclaw Skills environment, follow these steps:
# Confirm OpenRouter API key availability
# Add the Upstage Solar Pro3 model to your gateway configuration
# Model: openrouter/upstage/solar-pro-3
# Restart or reload your gateway service
Once active, you can manage the skill by asking the agent to enable specific sessions or update the token threshold directly.
Solar Delegation Data Schema & Taxonomy
| Setting | Description | Default |
|---|---|---|
| threshold | Minimum output tokens required to trigger delegation. | 200 |
| session_enabled | List of active channels (main, slack, telegram). | main |
| model_id | The specific routing target for delegation. | upstage/solar-pro-3 |
| spawn_pattern | The instruction set used to force text-only output. | Markdown text |
Solar Delegation Advanced Features
- Dynamic threshold adjustment via natural language commands to fine-tune when delegation occurs.
- Session-specific granularity allows you to enable delegation for Slack while keeping direct responses for CLI.
- Automatic fallback logic that reverts to the primary model if the delegated session times out or fails.
- Forced text-only orchestration ensures that delegated models do not attempt to call tools, preserving security and focus.
SKILL.md
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