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swe-debate-multi-agent-issue-resolution - Competitive Multi-Agent Debate for Issue Resolution

Orchestrates specialized agents to analyze software issues, debate fault hypotheses, and produce consolidated fix plans.

Tags

Updated: 2026-10-08

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Build code dependency graphs
  • Trace fault propagation paths
  • Generate ranked fault hypotheses
  • Analyze issues from varied perspectives
  • Orchestrate multi-round agent debates
  • Consolidate root-cause and fix consensus
  • Execute fixes through MCTS

Inputs

  • Software repository
  • Issue description
  • Error location and message
  • Code context
  • LLM interface

Outputs

  • Code dependency graph
  • Fault propagation traces
  • Ranked root-cause hypotheses
  • Agent debate analyses
  • Consolidated fix plan
  • Applied code fixes

Requirements

  • Python runtime
  • Text-generation LLM
  • Repository read access
  • Repository write access for fixes

Source

  • Spec: SKILL.md

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software-engineering
multi-agent
debate
consensus
code-analysis
Build code dependency graphs
Trace fault propagation paths
Generate ranked fault hypotheses
Analyze issues from varied perspectives
Software repository
Issue description
Error location and message
Code dependency graph
Fault propagation traces
Ranked root-cause hypotheses