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Product Brief Creation — measured AI agent skill | DecimalAI

a5c-ai/product-brief-creation

SkillScore36Maintained

Create comprehensive product briefs from market, domain, and technical research.

by a5c-ai

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Product Management pack

decimalai skills pull a5c-ai-product-brief-creation

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/a5c-ai-product-brief-creation/SKILL.md

Raw file: /s/a5c-ai-product-brief-creation/SKILL.md ↗ · machine-readable summary at /s/a5c-ai-product-brief-creation.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 9d ago

Yes — +32% lift-24% tokens0% turns36% of whole cases pass with skill (8/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-28%	0%
case-02	✗→✓	▲ Improved	-11%	0%
case-06	✗→✓	▲ Improved	-56%	0%
case-07	✗→✓	▲ Improved	-62%	0%
case-11	✗→✓	▲ Improved	-59%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 7/31/2026

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

a5c-ai / babysitter

library/methodologies/bmad-method/skills/product-brief-creation/SKILL.md

View on GitHub ↗

License MITImported 7/31/2026Version v1

Skill contents

SKILL.md

Product Brief Creation

Create comprehensive product briefs from market, domain, and technical research.

Agent

Mary (Analyst) - bmad-analyst-mary

Workflow

Conduct market research (competitors, trends, opportunities)
Perform domain research (problem space, stakeholders, pain points)
Evaluate technical feasibility
Synthesize findings into structured product brief
Define success metrics and scope boundaries

Inputs

projectName - Project name
projectDescription - Project description
researchDepth - shallow, standard, or deep
domainContext - Domain-specific context (optional)

Outputs

Product brief with problem statement, target users, value proposition
Research findings (market, domain, technical)
Success metrics and KPIs
Feature themes and scope boundaries

Process Files

bmad-analysis.js - Standalone analysis
bmad-orchestrator.js - Phase 1 of full lifecycle

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Other measured skills in the registry, with their headline benchmark lift.