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PRD Scaffolding Expert · borghei | DecimalAI

productivityby borghei

PRD Scaffolding Expert

borghei/create-prd

Source borghei/claude-skills ↗License NOASSERTION

PRD scaffolding expert that generates structured product requirements documents using an 8-section framework, problem framing canvas, and working-backwards press release. Use to spec a new product or feature.

SkillScore87Maintained

Automatic

Product Management pack

Last verified 8/20/2026

What it changes

Passed 20 of 23 test cases with the skill, and 4 of 23 without it.

Without skill17%

With skill87%

Checks it passed that the model alone missed

Explicitly identifies deferred capabilities.
Includes explicit deferral criteria for later phases.
Asks clarifying questions prior to generating the PRD.

and 20 more in the full report

16 fixed4 passed either way3 still failing0 broke

Pass-rate lift: +70 pp
Tokens: +7%
Agent turns: 0%
Response time: -36%

Model gemini-3.6-flashMeasured 8/20/2026v1 · latest is v220 of 23 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

This benchmark measured an earlier version of the skill.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/borghei-create-prd/SKILL.md https://app.decimal.ai/s/borghei-create-prd/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add borghei-create-prd, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/borghei-create-prd/ and pins it in .decimal/skills.lock

decimalai skills add borghei-create-prd

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/borghei-create-prd/SKILL.md https://app.decimal.ai/s/borghei-create-prd/SKILL.md

Raw file: /s/borghei-create-prd/SKILL.md ↗ · machine-readable summary at /s/borghei-create-prd.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 16

Prompt

I want to generate a PRD skeleton using the Python tool in this repo for a product called 'DataPulse', aimed at 'Data Engineers, Analytics Leads', aimed at solving slow SQL queries. What exact terminal command generates this skeleton with flags?

What was checked, without and with the skill
Checked	Without skill	With skill
Invokes prd_scaffolder.py with the --product-name flag set to DataPulse.	Missed	Passed
Includes the --objective flag in the command execution.	Missed	Passed

case-05 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md90 lines6 filesincludes scripts

PRD Scaffolding Expert

Overview

Structured product requirements document creation using a proven 8-section framework. This skill produces clear, jargon-free PRDs that communicate what to build, why it matters, and how success is measured. Every PRD generated follows a consistent structure that keeps engineering, design, and business stakeholders aligned.

Core Capabilities

Pre-PRD framing — Problem Framing Canvas (user-perspective narrative) and Working Backwards Press Release sharpen the problem before solutions.
8-section PRD framework — Summary, Contacts, Background, Objective (SMART KRs), Market Segments (JTBD), Value Proposition (Value Curve), Solution (P0/P1/P2), Release.
Plain-language discipline — one idea per sentence, specificity over abstraction, 10-second executive test.
Scaffolder automation — prd_scaffolder.py generates the skeleton with guided placeholders.

When to Use

New Product Initiative -- Starting a product from scratch and need a comprehensive spec before development begins.
Feature Expansion -- Adding significant functionality to an existing product that requires cross-team alignment.
Stakeholder Alignment -- Need a single document that answers "what are we building and why?" for everyone involved.

Clarify First

Before generating the PRD, confirm these inputs. If any is unknown or vague, ASK — do not assume:

Core problem — one sentence in the user's words; who hurts and how (drives Background + Objective)
Target reader — exec, engineering, or mixed (sets altitude and which of the 8 sections matter most)
Success metric — the SMART KR that defines "it worked" (drives Objective)
Scope boundary — what is explicitly NOT in this release (drives Solution P0/P1/P2 + Release)

Stop rule: ask only the 2–3 that most change the output. If the user says "just draft it," proceed and list your assumptions at the top of the PRD.

Quick Start

python scripts/prd_scaffolder.py --product-name "MyProduct" \
  --objective "Short description of the outcome" \
  --segments "Segment A, Segment B"

Gather context: product name, target segment, core problem.
(Optional) Frame the problem first with the Problem Framing Canvas or Working Backwards PR (see references/prd-framework.md).

Track record

Benchmark

20 / 23

test cases passed, vs 4 / 23 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 9/25/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

borghei / claude-skills

project-management/execution/create-prd/SKILL.md

View on GitHub ↗

License MIT + Commons ClauseImported 9/25/2026Version v2Bundled 5 files · scripts

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See it in action

What's inside

PRD Scaffolding Expert

Overview

Core Capabilities

When to Use

Clarify First

Quick Start

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills