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sancai-ren

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Resolve exceptions and evolve the framework.

Software Engineering#multi-agent#handoff#exception handling#feedback processing#workflow routing#framework evolution
Authorsonglairui
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill handles the rare moments when execution gets blocked, feedback arrives, or the framework itself needs maintenance, so the AI can respond without derailing the main workflow.

Core Features & Use Cases

  • Missing Detection: Classifies gaps as missing info, missing resources, clarity issues, scope creep, or external blocks, then suggests the next action.
  • Feedback Routing: Automatically decides whether new user input should update the current plan, seed new knowledge, or trigger exception handling.
  • Evolution Control: Reviews patterns like repeated corrections, unused rules, and overgrown logs to recommend framework improvements.
  • Use Case: When a multi-step task stalls because a dependency is unavailable, the Skill explains the blockage, recommends a fallback, and resumes cleanly once the issue is resolved.

Quick Start

Ask the AI to use sancai-ren whenever a task is blocked, feedback changes the plan, or the workflow needs pruning, and let it classify the issue and propose the next step.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: sancai-ren
Download link: https://github.com/songlairui/agent-monad/archive/main.zip#sancai-ren

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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