Business & Operations

Generate actionable improvement suggestions based on sprint retrospective data. - Analyze sprint performance metrics - Identify bottlenecks and inefficiencies - Recommend targeted improvements - Provide confidence scores for recommendations - Agent Selection - Feedback Processing - Validation Criteria - Iteration Management - Complexity Estimation - Frequency of issue occurrence - Impact on sprint velocity - Cost of implementing recommendation - Potential performance imp

Recommend agent replacement strategies when performance issues are detected in CFN Loops. 1. Identify lowest-performing agent 2. Match replacement based on feedback themes - Security feedback → security-specialist - Performance feedback → performance-engineer - Testing feedback → tester - Architecture feedback → architect - Complete agent replacement - Adding specialist alongside existing agents - Prioritize maintaining existing team composition ```bash ./recom

15-agent hierarchical mesh coordination for v3 implementation. Orchestrates parallel execution across security, core, and integration domains following 10 ADRs with 14-week timeline.

Review week's progress with concrete accomplishments (not fake percentages), pattern detection, and goal tracking.

Set weekly priorities and plan the week ahead with intelligent suggestions based on goals, calendar shape, and task effort.

Initial Dex system setup and onboarding

Build resume and LinkedIn profile through guided interview

Restructure Dex system based on new role or preferences

Review quarter completion and capture learnings

Set 3-5 strategic goals for the quarter

Prepare for meetings by gathering attendee context and related topics

Discover unused Dex features based on your usage patterns

Review active deals and surface risks

Prepare for upcoming call with full context

Framework for making feature prioritization decisions

Post-mortem on recent campaign

Synthesize what we're learning about our audience

Optimize Windsurf costs through tier selection, sampling, and usage monitoring. Use when analyzing Windsurf billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "windsurf cost", "windsurf billing", "reduce windsurf costs", "windsurf pricing", "windsurf expensive", "windsurf budget".

Optimize Vercel costs through tier selection, sampling, and usage monitoring. Use when analyzing Vercel billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "vercel cost", "vercel billing", "reduce vercel costs", "vercel pricing", "vercel expensive", "vercel budget".

Optimize Vast.ai costs through tier selection, sampling, and usage monitoring. Use when analyzing Vast.ai billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "vastai cost", "vastai billing", "reduce vastai costs", "vastai pricing", "vastai expensive", "vastai budget".

Optimize TwinMind costs across Free, Pro, and Enterprise tiers. Use when analyzing usage patterns, reducing costs, or choosing the right pricing tier for your needs. Trigger with phrases like "twinmind cost", "reduce twinmind spending", "twinmind pricing optimization", "twinmind budget".

Optimize Supabase costs through tier selection, sampling, and usage monitoring. Use when analyzing Supabase billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "supabase cost", "supabase billing", "reduce supabase costs", "supabase pricing", "supabase expensive", "supabase budget".

Optimize Speak costs through tier selection, usage monitoring, and efficient lesson design. Use when analyzing Speak billing, reducing API costs, or implementing usage monitoring and budget alerts for language learning apps. Trigger with phrases like "speak cost", "speak billing", "reduce speak costs", "speak pricing", "speak expensive", "speak budget".

Manage team-wide Windsurf settings and AI policies. Activate when users mention "team settings", "organization config", "team policies", "shared settings", or "team standardization". Handles team configuration management. Use when working with windsurf team settings functionality. Trigger with phrases like "windsurf team settings", "windsurf settings", "windsurf".