Use when naming, writing, reviewing, or connecting product-management artifacts such as product briefs, PRDs, requirements, non-functional requirements, roadmaps, initiatives, epics, features, stories, tasks, bugs, risks, decisions, and issue states; establishes one shared project language across every track and phase.
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name
core-foundations-vocabulary
description
Use when naming, writing, reviewing, or connecting product-management artifacts such as product briefs, PRDs, requirements, non-functional requirements, roadmaps, initiatives, epics, features, stories, tasks, bugs, risks, decisions, and issue states; establishes one shared project language across every track and phase.
Product and Project Vocabulary
Use one term for one meaning. This skill defines the shared product-management language; it does
not replace the workflows that create or operate these artifacts. Use
core-setup-scoping-and-requirements for product definition and requirements, and
core-setup-planning-and-work-breakdown for specifications, slicing, triage, and handoff.
Name artifacts by the question they answer
Product brief: Why should this product or opportunity exist? State problem, audience,
outcome, evidence, constraints, assumptions, and explicit exclusions.
PRD: What product behavior and outcomes are agreed for a bounded release or capability?
Include scope, users, scenarios, functional requirements, NFRs, success measures, dependencies,
risks, and out of scope. A PRD owns intent, not implementation detail.
Specification: How must a settled capability behave at its boundaries? Record detailed
behavior, contracts, states, edge cases, implementation decisions, and verification decisions.
ADR: Why was a hard-to-reverse, surprising technical decision chosen? Keep the core three-part
test and format in core-setup-scoping-and-requirements.
Roadmap: In what outcome-oriented sequence might the product invest? Express direction and
confidence, not an unconditional date promise.
Release plan: What verified scope will ship together, through which gates and rollout?
Runbook: How does an operator diagnose, mitigate, or perform a repeatable operational task?
Do not rename the same document according to audience. If one artifact answers multiple questions,
split it or label its sections with the canonical terms above.
Distinguish requirement types
Goal: Desired product or business outcome. It explains why but is not yet a testable
obligation.
Functional requirement: Observable capability or rule the system must provide.
Non-functional requirement (NFR): Measurable quality or constraint on behavior, such as
accessibility, availability, capacity, compliance, integrity, interoperability, localization,
maintainability, performance, portability, privacy, reliability, scalability, or recovery.
Acceptance criterion: Binary evidence that a specific work item is complete. Write observable
outcomes, not implementation steps.
Success metric: Measurement used to learn whether the product outcome occurred after delivery.
It does not replace acceptance criteria.
Constraint: A boundary the solution must respect and cannot trade away locally.
Assumption: An unverified belief on which the plan depends. Attach a validation method.
Dependency: Work, decision, system, or party that must provide something before progress or
completion.
Write functional requirements as numbered, uniquely named statements. Write every NFR with a
metric, threshold or target, operating conditions, verification method, production signal, and
owner—or explicitly mark it out of scope. Avoid using “requirement” for an idea, preference, or
solution suggestion.
Use one work hierarchy
Use only the levels the project genuinely needs:
Objective: Measurable outcome being pursued.
Initiative: Coordinated investment spanning multiple capabilities or releases.
Epic: Large coherent capability that must be split before implementation.
Feature: User-recognizable capability delivering a bounded outcome.
Story: Small vertical user-value slice with acceptance criteria.
Task: Implementation or operational work that supports a story or necessary technical
outcome; it need not independently deliver user value.
Subtask: Optional local decomposition that does not need independent product tracking.
A bug is observed behavior that violates an agreed contract, requirement, or reasonable product
expectation. An incident is active material production impact requiring coordinated response. A
chore is recurring or low-risk maintenance with no changed product behavior. A spike is
time-boxed investigation that ends in evidence and a decision, not production functionality.
Do not use “epic,” “feature,” and “story” interchangeably. Prefer the shallowest hierarchy that
still communicates ownership, dependency, and outcome.
Name issues for retrieval and action
Write issue titles as <domain>: <observable outcome or problem> using the project's canonical
domain vocabulary. Use an imperative outcome for planned work (billing: prevent duplicate charge submission) and an observed symptom for bugs (billing: retry creates a second charge). Avoid
titles such as “fix bug,” “backend changes,” “improve UX,” or bare component names.
Every actionable issue contains:
Context and the user/product impact.
The intended outcome or reproducible observed behavior.
At most three acceptance criteria; split the issue when more independent outcomes appear.
Dependencies and blockers by name.
Verification method.
Explicit exclusions when scope could expand.
Use labels as orthogonal dimensions, not synonyms: one type, one state, optional area,
priority, and risk. Do not encode the same meaning in title prefixes, labels, columns, and
milestones simultaneously.
Separate state, priority, severity, and risk
State describes workflow position: needs-triage, needs-info, ready-for-agent,
ready-for-human, in-progress, blocked, in-review, done, or wontfix. Follow the
transition rules in core-setup-planning-and-work-breakdown when processing incoming issues.
Priority describes ordering relative to other work: P0 immediate interruption, P1 next
critical work, P2 planned normal work, P3 opportunistic. Priority is a product decision based
on impact, urgency, confidence, and effort—not a synonym for severity.
Severity describes the magnitude of observed harm. Use the incident scale defined by
core-operate-incident-response for production failures; use blocker/major/minor only when a
project needs a non-incident defect scale.
Risk describes uncertain future exposure as likelihood multiplied by impact. Record trigger,
mitigation, contingency, and owner for material risks.
blocked always names the dependency or decision preventing progress. done means the acceptance
criteria and verification passed, required documentation changed, and the result reached the
work item's declared delivery boundary; “code written” is not done.
Maintain product language
Use the project CONTEXT.md for domain-specific nouns and meanings; this skill owns general
product/project terms. When two artifacts disagree, resolve the contradiction at the owning source
instead of defining a second term. Link artifacts rather than copying requirements between them:
product brief → PRD → specification/ADR → issue hierarchy → release plan → evidence and metrics.
On review, flag overloaded terms, unnamed requirements, unmeasurable NFRs, output-based roadmap
items, duplicate issue states, and hierarchy levels that add no decision or ownership value.
