Hai PRD

For Chinese readers, see SKILL.zh_CN.md. The English SKILL.md is the execution source of truth.

Overview

Handle all PRD-related work: deciding whether a PRD is even needed, choosing PRD granularity, splitting or merging PRDs, drafting a PRD from a product problem, and refining an existing one.

The non-obvious framing: a PRD is not the default artifact. Not every idea, field, API, configuration change, or technical decision earns one. Pick the mode that fits the request and do not wrap work in a PRD when there is no product boundary or acceptance to prove.

Core Principle

A PRD is a product argument with verifiable acceptance — not a feature list. Three rules carry the rest:

• Acceptance must be provable. One PRD should resolve one clear outcome, one main user journey

or product boundary, and acceptance criteria that prove it shipped.

• Boundary follows the user's mental model, not the tech. Granularity tracks user journeys and

independent acceptance — not technical layers, teams, or files.

• Fix the boundary before the wording. If the PRD boundary is wrong, split, merge, or reframe

it before polishing local sentences; edit an existing PRD as a system where goal, scope, behavior, acceptance, risks, and rollout must agree.

Modes

1. Need PRD

First decide the artifact type — a PRD is one option among several:

Ask:

• Is there a user-, buyer-, operator-, maintainer-, or business-visible behavior change?
• Does the work need explicit in-scope and out-of-scope boundaries?
• Does it need acceptance criteria to prove it was done correctly?
• Are there product-level options, risks, constraints, or rollout concerns to record?
• Would the team disagree on goal, scope, or acceptance without a PRD?

If most answers are no, do not force a PRD. When auditing a set of PRDs, also check for duplicate boundaries, circular dependencies, or broken user journeys across them.

2. Design PRD

Turn a feature idea or product problem into PRD-level requirements:

1. Gather context. Target user, product surface, current behavior, desired outcome, constraints,

assumptions; plus existing PRDs, docs, screenshots, user flows, issues, data, or adjacent specs.

1. Frame the requirement. Write the problem in product language; define the target outcome and

non-goals; identify the user journey or workflow boundary; separate facts, assumptions, and open questions.

1. Shape scope. Decide what belongs in this PRD versus another PRD, design doc, goal, or task.

Do not bundle unrelated cleanup, platform work, or refactors unless they directly affect product behavior or acceptance.

1. Define behavior and acceptance. Describe expected behavior by scenario; add observable

acceptance criteria; include edge cases, failure states, permissions, empty states, data dependencies, and rollout only when relevant.

3. Craft PRD

Refine an existing PRD as a whole product argument:

1. Read the full document first. Identify title, target user, goal, journey, scope, non-goals,

acceptance, risks, and open questions; mark contradictions, duplication, stale sections, local patches, and unreasonable content.

1. Diagnose document drift using this taxonomy:

- Goal drift: sections optimize for different outcomes. - Scope drift: requirements pull in unrelated work. - Conflict drift: behavior, state, permissions, data, or rollout disagree across sections. - Acceptance drift: acceptance criteria cannot prove the target outcome. - Solution drift: implementation choices replace product requirements. - Local-edit drift: one section improves while the whole PRD becomes worse.

1. Reframe before rewriting. State the corrected target outcome and the PRD boundary; decide

whether to preserve, reorganize, split, merge, or rewrite.

1. Craft the document. Edit directly when the user provides a file; preserve useful content but

move it to the right section; remove unsupported, duplicated, obsolete, or out-of-scope content; explain why removal beats rewriting or moving when content is deleted.

4. Scope PRD

Judge PRD granularity by user mental model and independent acceptance, not technical modules or teams. Run the six tests — this is the decision core:

When the tests point toward split or merge, read references/scope-tiers.md to pick a concrete cut: the preferred split dimensions, the splits to avoid (technical layer / CRUD / team ownership, because no such fragment is independently acceptable), the three-tier classification (entity lifecycle / aggregate view / platform extension), and the new-feature decision flow.

Workflow

1. Pick the mode from the request: necessity check → Need PRD; draft from a problem → Design

PRD; refine an existing doc → Craft PRD; split/merge/granularity → Scope PRD. A request may span modes (e.g. necessity then scope).

1. Run that mode's procedure above. Apply the Core Principle throughout — fix the boundary

before the wording.

1. For split/merge questions, run the six tests, then consult references/scope-tiers.md for

the concrete cut and classification.

1. Produce the output for the active mode (see below). When a worked run helps, read

references/worked-example.md for an end-to-end split decision and an end-to-end craft/diagnosis.

Output

Read references/output-template.md and fill only the active mode's sections. Do not mechanically emit every mode or duplicate the template here. A necessity check can be brief; a draft or repair must carry enough product behavior and acceptance detail to stand alone.

Use a different skill when

Routing away from a PRD is the Need-PRD decision itself — see the table in Mode 1. In short: settle execution phases/todos in hai-goal, module boundaries and tradeoffs in hai-architecture, whether the idea is worth doing in hai-idea, a code/bugfix/test-first task in hai-tdd, what fields an entity should have and where they live in entity-model-auditor, documentation consistency in the doc-audit skills, and an anchor-first rewrite of a drifted non-PRD document in hai-rewrite-doc. Return to PRD work only when a product boundary and provable acceptance actually need to exist.

What this skill is NOT

• Not project management — do not assign owners or dates unless asked.
• Not a wrapper that turns every idea into a PRD — if there is no product boundary or acceptance

need, recommend the right artifact from the Need-PRD table instead of forcing a PRD.