Results for “scope-definition”

11 skills

Clarifies ambiguous or conflicting requests by researching first, then asking only judgment calls. Use when prompts say "grill me", ask hard questions, request relentless interrogation, pressure-test assumptions, clarify scope/requirements, define success criteria, or request system-design/optimization decisions.

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Turns product ideas into structured specs for AI tools or stakeholder review, with quick feature specs and full project scopes.

idea-scope-brief

Shape a rough product or project idea into a scoped brief before customer discovery, market research, specifications, UX, UI, or implementation planning

Runs focused experiments to validate feasibility of an idea, saving artifacts to .planning/spikes/ and supporting both idea and frontier modes.

agentskillexchange

five-element-spec-scope-before-coding

Translate a vague request or GitHub issue into a concrete, testable spec using five structured elements (problem, scope, acceptance criteria, edge cases, success criterion) before writing any code. Prevents scope creep, PR churn, and mid-implementation pivots.

Runs a structured, multi-round brainstorm to capture actors, features, scope, constraints, and business rules for a project before writing a spec.

research-ops-skills

Routes research planning, funding, scoping, and synthesis inquiries to one of four sub-skills: clinical research, R&D finance, market research, or product research, using a deterministic decision tree.

Guides a structured requirements pipeline from topic intake through brainstorming, spec and plan writing, user review, SRS generation, validation, and improvement reporting.

Comprehending and investigating codebases: structure mapping, feature discovery, data flow tracing for 'does X exist?' or 'how does Y work?'. Includes a conversational ask mode. Does not write code.

Guides a structured requirements workflow from topic intake through brainstorming, spec and plan writing, user review, SRS generation, validation, and improvement reporting.

paw-ps-software-executor

Product execution specialist for SaaS, apps, AI tools, and internal software products. Trigger when user requests 'build SaaS', 'define features', 'create user flow', 'scope MVP', 'prepare build package', 'software product', 'app definition', or 'PRD creation'.