Facilitate multi-agent architectural deliberation among heterogeneous LLMs via GitHub Discussions.
npx skills add https://github.com/pvliesdonk/agents.md --skill deliberation
Please help me install this Agent Skill. Skill: deliberation Source: https://github.com/pvliesdonk/agents.md/tree/main/skills/deliberation Command: npx skills add https://github.com/pvliesdonk/agents.md --skill deliberation
This Skill addresses complex architectural and design problems by facilitating a structured debate among multiple AI models (Claude, Gemini, GPT) to arrive at well-reasoned decisions.
Initiate a deliberation on the architectural choice for the new user authentication module.
High-intent search queries and answers about installing and using this skill.
Multi-agent LLM debate for architectural design uses heterogeneous models to explore diverse perspectives. It enables AI models to challenge assumptions and provide evidence-based recommendations by debating trade-offs on complex design problems.
LLM debate via GitHub Discussions uses the platform as a persistent, auditable space for multi-agent deliberation. It requires GitHub API integration to post discussion threads where heterogeneous AI models debate architectural design choices transparently.
Yes, running an architectural deliberation requires model APIs for LLM interaction with heterogeneous models. You also need GitHub API integration to facilitate the multi-agent discussion posting and enable AI models to debate design trade-offs.
Evaluating microservice architecture trade-offs using AI is best achieved through heterogeneous model debate. By having different LLMs challenge assumptions and debate factors like scalability and cost, you receive well-reasoned, evidence-based design recommendations.
Yes, you can use multi-model debate for various complex software design problems outside of microservices. The deliberation mechanism addresses any architectural challenge by facilitating structured debate among heterogeneous LLMs to explore diverse perspectives and trade-offs.
unclehowellConfigure GitHub authentication using HTTPS tokens or SSH keys.
martialarconAnalyze requirements and document architectural decisions with Architecture Decision Records.
I-OnlabsOrchestrate Debate-Weighted Aggregation for multi-agent decisions with weighted voting and audit trails.
gokulkrishhSimulate multi-agent debates with Scholar, Logician, Contrarian, and Captain roles.
