Interpret the saved results of a completed AI council review. Count verdicts, check whether enough participants responded and whether models are independent, surface substantive dissent, and explain what action the outcome supports.
- Explain a completed council review
- Check vote counts and quorum
- Assess model independence and dissent
nyldn/claude-octopus☆ 4.3KUpdated Oct 21, 2026
Turn a technical choice into a structured debate between different AI model families. Assign explicit positions, launch the discussion, and summarize agreement, disagreement, and a recommendation supported by the strongest argument that survives the debate.
- Compare Redis and Memcached for session storage
- Debate monorepo versus polyrepo organization
- Examine a technical choice from opposing positions
nyldn/claude-octopus☆ 4.3KUpdated Oct 21, 2026
Clarify a feature’s requirements with multiple AI providers, combining technical constraints with user and business needs. Produce a scoped definition covering priorities, edge cases, exclusions, and a requirements checklist before implementation begins.
- Defining requirements for a user authentication system
- Setting boundaries for a notification feature
- Identifying technical constraints and edge cases
nyldn/claude-octopus☆ 4.3KUpdated Oct 21, 2026
Review code or documents with available AI providers before delivery. Combine findings into a scored validation report that checks prior requirements and decisions, separates critical issues from warnings, and recommends next steps.
- Review authentication code before release
- Check API readiness before deployment
- Review a PRD for missing requirements
nyldn/claude-octopus☆ 4.3KUpdated Oct 21, 2026
Develop complex features or business documents by gathering approaches from available AI providers. Combine their perspectives with prior project decisions and quality checks to produce a proposed plan, then proceed with implementation after user confirmation.
- Planning and implementing a complex feature
- Comparing approaches for an external service integration
- Developing a product requirements document or strategy
nyldn/claude-octopus☆ 4.3KUpdated Oct 21, 2026
Research technical or business questions through multiple available AI providers, each assigned a different perspective. Combine usable results into a report covering findings, disagreements, evidence gaps, priorities, and recommended next steps.
- Compare libraries and technical approaches
- Research markets and competitor strategies
- Synthesize literature from multiple perspectives
nyldn/claude-octopus☆ 4.3KUpdated Oct 21, 2026