skills.rest
songlairui
songlairuiCOMMUNITY
Explore all skills by this author →
GitHub

sancai-ren

Classify blocked execution and route user feedback in multi-agent workflows.

Updated Mar 29, 2026
Search Tags:#multi-agent#handoff#exception handling#feedback processing#workflow routing#framework evolution
One-click install
npx skills add https://github.com/songlairui/agent-monad --skill sancai-ren
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: sancai-ren
Source: https://github.com/songlairui/agent-monad/tree/main/skills/sancai-zhen/ren
Command: npx skills add https://github.com/songlairui/agent-monad --skill sancai-ren

SYSTEM DOCUMENTATION & REQUIREMENTS

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.

Frequently Asked Questions about sancai-ren

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I handle blocked execution when a dependency is unavailable in a multi-agent workflow?▼

Blocked execution in a multi-agent workflow is handled by classifying the issue as a missing resource or external block, suggesting a fallback action, and resuming cleanly once the dependency is resolved.

How does feedback routing work when user input changes the current plan?▼

Feedback routing automatically classifies user input to decide whether it should update the current plan, seed new knowledge, or trigger exception handling, ensuring the workflow adapts without derailing.

What causes scope drift in multi-agent handoffs and how can it be classified?▼

Scope drift during multi-agent handoffs is classified as a clarity issue or scope creep, allowing the system to recommend the next action and maintain workflow boundaries without interruptive responses.

When should I use exception handling for framework evolution and maintenance?▼

Exception handling for framework evolution is used when maintenance events occur, reviewing patterns like repeated corrections and unused rules to recommend improvements and prune overgrown logs.

Does passive exception handling require interrupting the main workflow?▼

Passive exception handling does not interrupt the main workflow, providing non-interruptive responses to missing information or rule-change cases while maintaining the execution state.

Can sancai-ren automatically classify missing information during task execution?▼

Yes, sancai-ren automatically classifies missing information during task execution, categorizing gaps as missing info, missing resources, or clarity issues to suggest the appropriate next step.

Related Skills

Explore More Software Engineering Skills→
cosmicstack-labscosmicstack-labs
364

agent-handoff-protocols

Implement agent-to-agent handoff protocols with serialized context contracts and fallback handling.

Official
Advanced
darkroomengineeringdarkroomengineering
41

review

Review TypeScript, React, and architecture for quality, security, and correctness issues.

Official
Advanced
TechyParkTechyPark

complete_task

Signal task completion with success, blocked, or partial statuses and summaries.

Community
Basic
NimbleBrainIncNimbleBrainInc
2

docs-auditor

Audit documentation against the codebase and generate a structured health report.

Official
Advanced