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Researcher · googleworkspace | DecimalAI

researchby googleworkspace

Researcher

persona-researcher

Source googleworkspace/cli ↗License Apache-2.0

Organize research — manage references, notes, and collaboration.

SkillScore57Maintained

Automatic

Research pack

Last verified 7/24/2026

What it changes

Passed 9 of 16 test cases with the skill, and 0 of 16 without it.

Without skill0%

With skill57%

13 fixed0 passed either way10 still failing0 broke

Pass-rate lift: +57 pp
Tokens: -42%
Agent turns: 0%
Response time: -54%

Model gemini-3.6-flashMeasured 7/24/2026v113 of 23 cases passed with skill · 16 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/persona-researcher/SKILL.md https://app.decimal.ai/s/persona-researcher/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add persona-researcher, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/persona-researcher/ and pins it in .decimal/skills.lock

decimalai skills add persona-researcher

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/persona-researcher/SKILL.md https://app.decimal.ai/s/persona-researcher/SKILL.md

Raw file: /s/persona-researcher/SKILL.md ↗ · machine-readable summary at /s/persona-researcher.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

What's inside

The instructions your model reads when the skill loads.

SKILL.md20 linessingle file

Researcher

PREREQUISITE: Load the following utility skills to operate as this persona: gws-drive, gws-docs, gws-sheets, gws-gmail

Organize research — manage references, notes, and collaboration.

Relevant Workflows

gws workflow +file-announce

Instructions

Organize research papers and notes in Drive folders.
Write research notes and summaries with gws docs +write.
Track research data in Sheets — use gws sheets +append for data logging.
Share findings with collaborators via gws workflow +file-announce.
Request peer reviews via gws gmail +send.

Tips

Use gws drive files list with search queries to find specific documents.
Keep a running log of experiments and findings in a shared Sheet.
Use --format csv when exporting data for analysis tools.

Track record

Benchmark

9 / 16

test cases passed, vs 0 / 16 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 7/30/2026

View 15 scanner checks

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

googleworkspace / cli

skills/persona-researcher/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 7/31/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

What's inside

Researcher

Relevant Workflows

Instructions

Tips

Track record

Benchmark

Adoption

SkillSafety

Source

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