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Research — measured AI agent skill | DecimalAI

hmbown/research

SkillScore30Maintained

Current external research using available web tools, primary sources where possible, links/citations, date awareness, synthesis, and unresolved uncertainty.

researchby hmbown

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

Automatic

Research pack

decimalai skills pull hmbown-research

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/hmbown-research/SKILL.md

Raw file: /s/hmbown-research/SKILL.md ↗ · machine-readable summary at /s/hmbown-research.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 6h ago

—-2% tokens0% turns30% of whole cases pass with skill (7/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-05	✗→✓	▲ Improved	-10%	0%
case-06	✗→✓	▲ Improved	-1%	0%
case-18	✗→✓	▲ Improved	15%	0%
case-23	✗→✓	▲ Improved	-36%	0%
case-20	✓→✓	＝ Same ✓	56%	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

hmbown / codewhale

crates/tui/assets/skills/research/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

Research

When to use

Use for external facts: release notes, docs, prior art, ecosystem changes.

Non-goals

Do not invent citations.
Degrade clearly when web tools are unavailable.

Workflow

Prefer primary sources.
Note dates and version pins.
Synthesize; separate fact from inference.
List open questions.

Want to see if hmbown/research 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.