Agent bundles for methods and decision frameworks

Acquisition, activation, retention, referral, revenue, event definition, cohort, attribution, funnel, experiment, and growth review, evidence reconciliation, reviewable decisions, and controlled consequential actions.

Solves: Prepare a aarrr pirate metrics review brief without fabricating local facts.; Separate verified, provided, assumed, and missing evidence.

Bronze, silver, and gold layer purpose, grain, schema, quality, lineage, batch or streaming, access, and consumption review, evidence reconciliation, reviewable decisions, and controlled consequential actions.

Solves: Prepare a medallion architecture review brief without fabricating local facts.; Separate verified, provided, assumed, and missing evidence.

Defining funnels, measuring stage-by-stage conversion and drop-off, comparing segments, and turning friction into verified hypotheses.

Solves: Define funnel steps without inventing analytics events or schemas.; Interpret stage conversion and drop-off with explicit denominator logic.

Applying Jobs to be Done and Outcome-Driven Innovation without inventing customer research, job maps, outcomes, or opportunity scores.

Solves: Frame customer research around jobs and desired outcomes without inventing interviews or evidence.; Separate JTBD/ODI source concepts from local market, segment, and customer evidence.

Using RICE prioritization without inventing reach estimates, impact scores, confidence levels, effort sizing, or roadmap commitments.

Solves: Score product ideas using explicit reach, impact, confidence, and effort evidence.; Expose weak estimates, gaming risks, and missing assumptions before ranking roadmap options.

Applying Agile values and principles to software delivery without confusing the umbrella with Scrum, Kanban, XP, SAFe, or another specific method.

Solves: Anchor Agile guidance in the Manifesto values and principle themes.; Choose between Agile method families based on context instead of labels.

Applying Scrum using the official Scrum Guide structure without inventing local team practice, tool settings, or delivery metrics.

Solves: Review Scrum practice against source-grounded accountabilities, events, artifacts, commitments, and values.; Separate official Scrum framework terms from local team workflow, tooling, and governance choices.

Improving software delivery and operations through value-stream, delivery, reliability, security, telemetry, and controlled-change evidence.

Solves: Prepare a devops delivery and reliability brief without fabricating local facts.; Separate verified, provided, assumed, and missing evidence.

Continuous delivery using small batches, built-in quality, automation, deployment evidence, reliability controls, and reversible change.

Solves: Prepare a continuous-delivery readiness brief without fabricating local facts.; Separate verified, provided, assumed, and missing evidence.

Service, SLI, SLO, error budget, toil, alerting, incident, postmortem, capacity, and reliability decision review, evidence reconciliation, reviewable decisions, and controlled consequential actions.

Solves: Prepare a site reliability engineering review brief without fabricating local facts.; Separate verified, provided, assumed, and missing evidence.