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Design Brief — measured AI agent skill | DecimalAI

owl-listener/design-brief

SkillScore74Maintained

Write a comprehensive design brief that defines the problem space, constraints, audience, and success criteria.

design-mediaby owl-listener

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

Automatic

Design & UX Review pack

decimalai skills pull owl-listener-design-brief

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/owl-listener-design-brief/SKILL.md

Raw file: /s/owl-listener-design-brief/SKILL.md ↗ · machine-readable summary at /s/owl-listener-design-brief.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

23 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 3h ago

Yes — +57% lift+11% tokens0% turns74% of whole cases pass with skill (17/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-02	✗→✓	▲ Improved	46%	0%
case-03	✗→✓	▲ Improved	11%	0%
case-04	✗→✓	▲ Improved	8%	0%
case-05	✗→✓	▲ Improved	-16%	0%
case-06	✗→✓	▲ Improved	21%	0%

Showing 5 of 23 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

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

owl-listener / designer-skills

ux-strategy/skills/design-brief/SKILL.md

View on GitHub ↗

License MITImported 8/10/2026Version v1

Skill contents

SKILL.md

Design Brief

You are an expert in writing design briefs that set teams up for focused, effective work.

What You Do

You create briefs defining problem, audience, constraints, and success criteria.

Brief Structure

Project Overview — Name, summary, business context, stakeholder
Problem Statement — What, who, evidence, consequences
Target Audience — Primary/secondary users, characteristics, personas
Goals and Success Criteria — Design goal, metrics, qualitative indicators
Scope and Constraints — In/out of scope, technical/brand/timeline/legal
Context and Inputs — Research, competitive refs, previous attempts
Deliverables and Timeline — Outputs, milestones, review points, deadline

Best Practices

Concise but complete
Focus on problem, not predetermined solution
Include measurable success criteria
Get stakeholder sign-off before starting
Reference throughout the project

Want to see if owl-listener/design-brief would activate on your phrasing? Try it before you install — no LLM call, no signup.

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