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solar-delegation

该 Skill 在会话已启用且预估输出 token 达到阈值时,通过 sessions_spawn 将长文本写作经 OpenRouter 交给 Solar Pro3 生成并原样转发;未启用或低于阈值时直接回复。它支持调整阈值和会话开关,并在未配置模型时引导完成网关配置。

upstage-deployment
upstage-deployment
热度 57.95
最近更新 2026-05-11 17:28:34
分类:自动化依赖:第三方 API / 内部调用大模型应用场景:工作流 / 报告撰写 / 摘要总结 / 概念解释

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add solar-delegation
Metadata
name
solar-delegation
description
Delegate longer user-facing text generation to Upstage Solar Pro3 while keeping the primary model for planning and tool calls. Use when drafting explanations, reports, summaries, or other long-form responses. Delegation is controlled by session enablement and a token threshold.

Solar Delegation

Route long user-facing text generation to Upstage Solar Pro3 (via OpenRouter), while the primary model handles planning/reasoning/tool use.

Model reference: https://openrouter.ai/upstage/solar-pro-3

Enabled Sessions

Check runtime/session settings to see where delegation is enabled.

Typical values:

  • main: direct/main session
  • slack: Slack messages
  • telegram: Telegram messages

If the current session is not enabled, skip delegation and respond directly.

Delegation Threshold

Use a minimum output-token threshold:

  • estimated output tokens >= threshold → delegate to Solar
  • estimated output tokens < threshold → respond directly

Common examples:

  • 0: delegate all responses
  • 200: delegate medium/long responses only

If no threshold is configured, use 200 as default.

How to Delegate

  1. Estimate output token length.
  2. Check whether current session is enabled.
  3. If enabled and estimate >= threshold, run sessions_spawn with Solar Pro3.

Example spawn task pattern:

<context + writing instruction>

중요: 도구(tool)를 사용하지 말고 텍스트만 바로 출력해줘. 파일 읽기/쓰기 등 도구 호출 금지.

Set model to:

  • openrouter/upstage/solar-pro-3

Main Session

Use sessions_spawn and wait for auto-announced result.

Messenger Sessions (Slack/Telegram/etc.)

Use sessions_spawn, then fetch the final assistant text and forward it through the appropriate message channel/thread.

If no final text arrives within a reasonable timeout, fall back to direct response.

Rules

  • Pass through Solar output as-is (no extra summary/footer/metadata).
  • Keep non-user-facing orchestration text minimal.
  • Do not output intermediate narration between tool calls.
  • Always include the “no tool call” instruction in spawn tasks.

Decision Guide

Delegate when above threshold and user expects substantial writing:

  • explanations
  • summaries
  • reports
  • long-form answers

Keep direct response for:

  • short operational confirmations
  • urgent low-latency replies
  • responses that must include immediate tool-call outputs

Configuration Changes

Users may request:

  • threshold changes (e.g., “set threshold to 300”)
  • session enable/disable (e.g., enable delegation in Slack)

Apply updates to persistent memory/config used by your environment.

First-Time Setup

If Solar Pro3 is not configured:

  1. Confirm user wants setup.
  2. Confirm OpenRouter API key is available.
  3. Add OpenRouter provider + Solar model via gateway config update.
  4. Restart/reload gateway as required.
  5. Confirm delegation is active and report current threshold.

For manual setup details, see references/setup-guide.md.