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Clinical Proof Library Skill · gtmagents | DecimalAI

marketingby gtmagents

Clinical Proof Library Skill

gtmagents/clinical-proof-library

Source gtmagents/gtm-agents ↗License Apache-2.0

Repository blueprint for managing clinical studies, testimonials, and citations.

SkillScore83Maintained

Automatic

Marketing & Content pack

Last verified 8/23/2026

What it changes

Passed 19 of 23 test cases with the skill, and 14 of 23 without it.

Without skill61%

With skill83%

Checks it passed that the model alone missed

The output provides a claims matrix template.
The response specifies citation formatting rules.
The output provides a reviewer checklist template.

and 8 more in the full report

5 fixed14 passed either way4 still failing0 broke

Pass-rate lift: +22 pp
Tokens: +5%
Agent turns: 0%
Response time: -3%

Model gemini-3.6-flashMeasured 8/23/2026v119 of 23 cases passed with skill

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/gtmagents-clinical-proof-library/SKILL.md https://app.decimal.ai/s/gtmagents-clinical-proof-library/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add gtmagents-clinical-proof-library, 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/gtmagents-clinical-proof-library/ and pins it in .decimal/skills.lock

decimalai skills add gtmagents-clinical-proof-library

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

curl -fsSL --create-dirs -o .claude/skills/gtmagents-clinical-proof-library/SKILL.md https://app.decimal.ai/s/gtmagents-clinical-proof-library/SKILL.md

Raw file: /s/gtmagents-clinical-proof-library/SKILL.md ↗ · machine-readable summary at /s/gtmagents-clinical-proof-library.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 5

Prompt

We are preparing a new product launch campaign and need a systematic way to back up all our promotional copy with clinical evidence. Can you build out an operational plan for a clinical evidence library, including guidelines for approved versus banned claims, source attribution standards, and templates for linking copy directly to trial outcomes?

What was checked, without and with the skill
Checked	Without skill	With skill
The response includes access controls specifying view and edit permissions.	Missed	Passed
The response includes access controls specifying audit logs.	Missed	Passed
The response includes a reviewer checklist template for evidence entries.	Missed	Passed

case-01 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md25 linessingle file

Clinical Proof Library Skill

When to Use

Supporting marketing claims with evidence during campaigns and approvals.
Equipping sales/field teams with compliant proof points.
Preparing board/exec updates that require clinical rigor.

Framework

Evidence Catalog – study summary, indication, patient population, outcomes, risk notes.
Usage Guidelines – approved claims, prohibited statements, required disclaimers.
Attribution & Citations – formatting rules, version control, reviewer sign-off.
Access Controls – who can view/edit, security classifications, audit logs.
Refresh Cadence – review schedule, owner assignments, trigger events.

Templates

Study summary sheet with key metrics + talking points.
Claims/statement matrix linking copy to evidence.
Reviewer checklist for new/updated evidence entries.

Tips

Tag evidence by persona + journey stage to speed campaign assembly.
Store full-source PDFs + data tables for legal reference.
Pair with design-clinical-campaign and run-compliance-review flows.

Track record

Benchmark

19 / 23

test cases passed, vs 14 / 23 without

Adoption

Users: 1
Times used: 37

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

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

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

gtmagents / gtm-agents

plugins/healthcare-marketing/skills/clinical-proof-library/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

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

Ready to supercharge your AI agents?

See it in action

What's inside

Clinical Proof Library Skill

When to Use

Framework

Templates

Tips

Track record

Benchmark

Adoption

SkillSafety

Source

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