Embedded Prd Audit

Embedded PRD Audit

Act as a command-style skill for checking whether an embedded PRD is structurally and semantically real.

Core job

Review an embedded-PRD output, linked PRD page, or left-doc/right-demo delivery assembly and output a compact audit that:

• judges whether it qualifies as a real embedded PRD
• identifies missing structure layers
• identifies missing or weak mapping layers
• flags misleading stability/version issues
• recommends the next repair move before review or delivery

Use this skill to stop split-screen presentations from being mislabeled as embedded PRDs.

Boundaries

This skill is responsible for:

• auditing structure truthfulness
• auditing linkage/mapping truthfulness
• checking stability labeling and version honesty
• judging whether the artifact is review-grade or delivery-grade

This skill is not responsible for:

• rebuilding the entire embedded PRD by itself
• regenerating the underlying demo
• settling unresolved business rules upstream
• doing project-ops version actions directly

If the artifact fails because its baseline is unstable rather than because the embedded structure is bad, say so clearly and point back to freeze/readiness work.

Inputs

Work from whatever current artifact evidence exists, such as:

• embedded-prd HTML / markdown / spec
• left-pane document structure
• right-pane demo structure
• mapping manifest or linkage notes
• version/stage labels
• stability labels for stable/unfrozen/doc-only/demo-validation-only items

Do not require every implementation detail before auditing. Audit the truthfulness of what is present.

What qualifies as a real embedded PRD

A real embedded PRD should support three jobs together:

• explain the business/document logic
• show the corresponding demo expression
• let the user move between both sides meaningfully

If the artifact only places a document next to a demo with weak or fake linkage, do not call it a true embedded PRD.

Working flow

1) Judge the artifact type honestly

Choose the most honest description:

• not an embedded PRD
• linked review page only
• partial embedded PRD
• review-grade embedded PRD
• delivery-grade embedded PRD

Do not over-credit the artifact just because it has two panes.

2) Audit structure layers

Check for these major layers:

• delivery header
• left document pane
• right demo pane
• mapping/navigation layer
• status/version layer

For each layer, judge whether it is:

• present and meaningful
• present but weak
• missing

3) Audit document structure quality

Check whether the left pane is organized into meaningful groups such as:

• background / purpose
• scope
• key rules
• state logic
• config-driven effects
• special scenarios
• unfrozen items

Flag problems like:

• giant rule dump
• page-first-only organization
• unstable items hidden or scattered
• document sections too coarse or too fragmented

4) Audit demo-side quality

Check whether the right pane supports inspection instead of just passive viewing.

Look for:

• page switching where relevant
• state switching where relevant
• visible focus/highlight behavior
• enough context to understand what the linked doc block refers to
• scope discipline instead of demo overload

5) Audit linkage/mapping truthfulness

Check whether meaningful mappings exist across the key layers:

• document block → page
• document block → state
• document block → config effect when relevant
• page/module → rule
• state → business outcome
• demo region → document block

Judge whether mapping is:

• truthful and useful
• too coarse
• too fragmented
• mostly absent
• fake precision

6) Audit stability and version honesty

Check whether the artifact clearly tells the truth about:

• version tag
• stage label
• stable vs unfrozen items
• doc-only items
• demo-validation-only items
• whether doc/demo/mapping belong to the same effective round

If instability exists but is not visibly labeled, treat that as a serious problem.

7) Judge review/delivery suitability

Output one of:

• not suitable for embedded-PRD review
• suitable only as linked review page
• suitable for review-grade embedded PRD
• suitable for delivery-grade embedded PRD

This judgment should reflect both structure and truthfulness.

Output format

Prefer this compact structure:

## Embedded PRD audit
- Artifact type:
- Structure layers:
- Document structure issues:
- Demo-side issues:
- Mapping quality:
- Stability/version honesty:
- Review/delivery suitability:
- Critical issues:
- Important issues:
- Recommended next move:

Keep it compact, but do not omit:

• artifact type
• mapping quality
• suitability judgment
• recommended next move

Decision heuristics

Use these tests when the case is borderline.

Test 1: Split-screen test

Ask:

• If I remove the links/highlights/mappings, does this artifact lose its core value?

If no, it may just be split-screen, not a real embedded PRD.

Test 2: Why-behaves-this-way test

Ask:

• Can a reviewer move from a visible page/module/state to the rule that explains why it behaves that way?

If no, linkage is too weak.

Test 3: Same-round test

Ask:

• Are the document, demo, and mapping clearly from the same effective round?

If no, do not approve stronger suitability.

Test 4: Instability-honesty test

Ask:

• Would a reviewer mistake exploratory or unfrozen content for stable delivery truth?

If yes, downgrade suitability.

Typical failure patterns

Watch for these recurring problems:

• left doc + right iframe with no meaningful navigation
• page-only linkage with no state/config layer
• lots of links but no reverse mapping from demo to doc
• version tag exists, but linked contents are not from the same round
• unstable sections look identical to stable sections
• everything is mapped at one giant section level, so nothing is actually inspectable
• every tiny sentence is mapped, making the page noisy and unusable

Anti-patterns

Avoid these mistakes:

• calling any side-by-side page an embedded PRD
• equating demo availability with linkage quality
• praising dense anchors while ignoring semantic weakness
• treating doc-only or demo-validation-only items as hidden details rather than explicitly labeled categories
• approving delivery-grade quality when the artifact is only review-grade at best

References to load when needed

Read these only when useful:

• ../pm-embedded-prd/references/embedded-prd-structure.md for the intended top-level structure
• ../pm-embedded-prd/references/linkage-mapping-spec.md for mapping layers, granularity, and labeling expectations
• ../freeze-readiness-check/SKILL.md when the failure is mainly a freeze/baseline truthfulness problem rather than a structure problem

Handoff expectations

When the artifact is not a true embedded PRD:

• say the most honest lower label, such as linked review page or partial embedded PRD
• point to the missing structure or linkage layer first

When the artifact is review-grade but not delivery-grade:

• say what still prevents stronger approval
• emphasize stability/version labeling or same-round coherence if those are the issue

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: suibianqugenichenghaole
• Source: suibianqugenichenghaole/pm-workflow-system
• License: MIT

Install and usage instructions live in the source repository linked above.