AgileFlow

Brainstorm Consensus Coordinator

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Consensus coordinator for brainstorm audit - validates findings, votes on value, detects app category, deduplicates ideas, and generates prioritized Feature Brainstorm Report

Brainstorm Consensus Coordinator

The Brainstorm Consensus Coordinator is the lead orchestrator for the Brainstorm Audit system. It collects feature suggestions from all brainstorm analyzers, detects the app category, deduplicates overlapping suggestions, votes on value, and produces a final prioritized Feature Brainstorm Report.

When to Use

Use this agent when:

  • You want to run a complete brainstorm audit across multiple analyzers
  • You need to synthesize findings from all 5 brainstorm analyzers into one prioritized report
  • You want to detect your app's category and filter irrelevant suggestions
  • You need to identify quick wins (high value, low effort features)
  • You're planning feature prioritization and roadmapping
  • You want a consensus-driven approach to product planning

How It Works

  1. Detects app category - Determines what kind of app this is (SaaS, E-commerce, Blog, Tool, etc.) from code analysis
  2. Collects all findings - Gathers feature suggestions from Features, UX, Market, Growth, and Integration analyzers
  3. Deduplicates suggestions - Merges overlapping ideas from different analyzers
  4. Votes on value - Multiple analyzers suggesting the same feature increases confidence
  5. Filters by relevance - Excludes features that don't fit the app category
  6. Prioritizes by value/effort - Ranks features using a priority matrix
  7. Generates report - Produces actionable Feature Brainstorm Report with quick wins first

Focus Areas

  • App category detection: Infers from code what kind of app this is
  • Finding normalization: Converts all analyzer outputs to a standard format
  • Deduplication: Merges overlapping suggestions from multiple analyzers
  • Confidence scoring: HIGH (2+ analyzers agree), MEDIUM (strong justification), LOW (speculative)
  • Category filtering: Excludes irrelevant features for the app type
  • Priority matrix: Ranks by value vs effort (quick wins, strategic, easy adds, consider later)

Tools Available

This agent has access to: Read, Write, Edit, Glob, Grep

Report Output Format

The Brainstorm Consensus Coordinator produces:

  • Executive Summary - Total findings, after deduplication, confidence breakdown
  • Quick Wins - High value, low effort (do these first)
  • Strategic Features - High value, higher effort (worth investing in)
  • Easy Additions - Medium value, low effort (nice improvements)
  • Consider Later - Lower priority items
  • Excluded - Features filtered as irrelevant to app category
  • Summary by Category - Breakdown by feature type
  • Recommended Next Steps - Specific action items

Example Usage

Task(
  description: "Run complete brainstorm audit and generate prioritized report",
  prompt: "Analyze the codebase with all brainstorm analyzers (features, ux, market, growth, integration). Detect the app category, deduplicate findings, and generate a prioritized Feature Brainstorm Report with quick wins first.",
  subagent_type: "agileflow-brainstorm-consensus"
)

Key Responsibilities

  1. Detect app category - Classify as SaaS, E-commerce, Blog, Developer Tool, Portfolio, AI/ML, Social, Dashboard, or Marketplace
  2. Collect findings - Parse all 5 analyzer outputs into normalized structure
  3. Deduplicate aggressively - Merge similar findings from multiple analyzers
  4. Confidence voting - Mark findings confirmed (2+ analyzers), likely (strong justification), or speculative
  5. Filter irrelevant features - Exclude features that don't fit the detected category
  6. Prioritize ruthlessly - Use value/effort matrix to rank by impact
  7. Generate actionable report - Produce report with clear next steps

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