Structured frameworks for competitive intelligence, gap analysis, and market positioning. Use when mapping the competitive landscape, building feature comparison matrices, or defining differentiation strategy.
TAM/SAM/SOM estimation, ICP definition, and customer segment sizing. Use when estimating market opportunity, defining ideal customer profiles, or sizing addressable segments.
Strategy definition, unit economics, monetization models, and roadmap sequencing frameworks. Use when defining product strategy, modeling business economics, or sequencing roadmap priorities.
Qualitative and quantitative user research synthesis techniques. Use when processing raw user interviews, survey data, usability tests, support tickets, or app reviews into structured insights.
KPI hierarchy definition, north star metrics, OKR trees, and leading vs. lagging indicator frameworks. Use when defining success metrics for a product, building a measurement plan, or evaluating whether current metrics actually reflect business health.
Phased rollout strategy, feature flag patterns, rollback trigger definition, and canary deployment criteria. Use when planning a product launch, designing a progressive rollout, or defining rollback thresholds.
Post-mortem structure, 5 Whys root cause analysis, blameless retrospective patterns, and improvement recommendation formats. Use when facilitating a cycle retrospective, conducting a post-mortem, or generating structured improvement recommendations.
The Freebird product development pipeline — phases, agent roles, artifact flow, and input/output mapping between steps. Use when understanding the full pipeline structure, determining what inputs a phase needs, or identifying what artifacts each agent produces.