problem framing AI Agent Skills

Guide product managers through structured PRD (Product Requirements Document) creation by orchestrating problem framing, user research synthesis, solution definition, and success criteria into a cohesive document.

discovery-process

Guide product managers through a complete discovery cycle—from initial problem hypothesis to validated solution—by orchestrating problem framing, customer interviews, synthesis, and experimentation.

Recommendation Canvas

Evaluate and propose AI product solutions using a structured canvas that assesses business outcomes, customer outcomes, problem framing, solution hypotheses, positioning, risks, and value justification.

Problem Framing Canvas

Guide PMs through MITRE's Problem Framing Canvas with structured questions across Look Inward, Look Outward, and Reframe to produce a clear, bias-resistant problem statement.

product-strategy-session

Guide product managers through a comprehensive product strategy session by orchestrating positioning, problem framing, customer discovery, and roadmap planning skills into a cohesive end-to-end process

ai-ml-data-science

vasilyu1983

End-to-end data science and ML engineering workflows: problem framing, data/EDA, feature engineering (feature stores), modelling, evaluation/reporting, plus SQL transformations with SQLMesh. Use for dataset exploration, feature design, model selection, metrics and slice analysis, model cards/eval reports, experiment reproducibility, and production handoff (monitoring and retraining).

Mattgierhart Prd Driven Context Engineering Prd V01 Problem Framing

PRD v0.1 Problem Framing

Transform vague product ideas into evidence-anchored problem statements for PRD v0.1 Spark. Triggers on starting new products/features, validating market opportunities, drafting PRD Why sections, or requests like "frame the problem", "define pain points", "write problem statement", "start v0.1", "what problem are we solving". Outputs structured problem tables with CFD evidence IDs.

prd-v01-user-value-articulation

mattgierhart

Transform validated pain points into articulated user value statements for PRD v0.1 Spark. Triggers on completing problem framing, defining user outcomes, articulating value propositions, or requests like "what value do users get", "define outcomes", "articulate the benefit", "finish v0.1", "pain to value", "what do they gain". Outputs CFD- entries tagged as value hypotheses with evidence tiers. Follows Problem Framing skill in workflow.

evaluating-new-technology

liqiongyu

Create a Technology Evaluation Pack (problem framing, options matrix, build vs buy, pilot plan, risk review, decision memo). Use for evaluating new tech, emerging technology, AI tools, vendor selection, and tech stack decisions.

discoverycontinuous-discoverycustomer-research+4

continuous-discovery

arielperez82

Continuous discovery workflow — from problem hypothesis to validated solution. Orchestrates problem framing, customer interviews, opportunity mapping, and experimentation into a structured 6-phase cycle.

fusion-issue-author-feature

equinor

Draft and update feature issues with clear problem framing, scoped requirements, repository-valid labels, and explicit confirmation before publishing.

problem-articulation

Dragoon0x

Define user problems with enough clarity and specificity that the team can evaluate solutions against them. Covers problem framing, user evidence, and the gap between stated and real problems. Use when the team can't agree on what problem they're solving, solutions aren't landing, or feature requests are mistaken for problems.