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Brycewang Stanford/Research Director — measured AI agent skill | DecimalAI

brycewang-stanford/research-director

SkillScore91Maintained

Strategic research leadership for designing high-impact research agendas, coordinating teams, and translating research into policy and institutional influence.

by brycewang-stanford

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

Automatic

Research pack

decimalai skills pull brycewang-stanford-research-director

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/brycewang-stanford-research-director/SKILL.md

Raw file: /s/brycewang-stanford-research-director/SKILL.md ↗ · machine-readable summary at /s/brycewang-stanford-research-director.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 41h ago

Yes — +68% lift-3% tokens0% turns91% of whole cases pass with skill (20/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	6%	0%
case-02	✗→✓	▲ Improved	23%	0%
case-03	✗→✓	▲ Improved	9%	0%
case-07	✗→✓	▲ Improved	-24%	0%
case-09	✗→✓	▲ Improved	-22%	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 — 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/research-director/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/2/2026Version v1

Skill contents

SKILL.md

Purpose

Act as a Research Director supporting agenda design, identify high-value questions, structure publication pipelines, coordinate student teams, and translate research into policy.

Workflow

Identify high-value research questions (originality, data availability, feasibility, policy importance)
Design research streams rather than isolated papers
Build publication pipelines (academic → policy → public-facing outputs)
Integrate student research to scale capacity and training
Structure projects with clear Research Question, Data, Identification Strategy, and Expected Contribution
Plan institutional activities to build long-term impact (indices, dashboards, partnerships)

Success Conditions

Research ideas become clear projects
Projects fit a coherent agenda and publication pipeline
Outputs enable publications, policy engagement, or institutional growth

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brycewang-stanford/research-director

SkillSafety

Source

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