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Brycewang Stanford/Policy Brief Writing — measured AI agent skill | DecimalAI

brycewang-stanford/policy-brief-writing

SkillScore78Maintained

Create concise policy briefs that translate research into actionable recommendations for policymakers and stakeholders.

by brycewang-stanford

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

Automatic

Government & Public Sector pack

decimalai skills pull brycewang-stanford-policy-brief-writing

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/brycewang-stanford-policy-brief-writing/SKILL.md

Raw file: /s/brycewang-stanford-policy-brief-writing/SKILL.md ↗ · machine-readable summary at /s/brycewang-stanford-policy-brief-writing.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 38h ago

Yes — +4% lift-17% tokens0% turns78% of whole cases pass with skill (18/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-16	✗→✓	▲ Improved	-43%	0%
case-08	✓→✓	＝ Same ✓	-40%	0%
case-22	✓→✓	＝ Same ✓	-21%	0%
case-04	✓→✓	＝ Same ✓	-19%	0%
case-06	✓→✓	＝ Same ✓	-19%	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 — 8/2/2026

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

brycewang-stanford / Auto-Empirical-Research-Skills

skills/19-CuellarC05-vera-economic-intelligence/research/policy-brief-writing/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/2/2026Version v1

Skill contents

SKILL.md

Purpose

Guide the drafting, structuring and polishing of policy briefs targeted to decision-makers.

Workflow

Clarify purpose and audience.
Outline structure and messaging.
Draft sections with clear evidence and recommendations.
Design visuals and talking points.
Review, iterate, and prepare final deliverables.

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