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KSB-D07-K0033: Policy Interpretation — measured AI agent skill | DecimalAI

thomasmoreai/ksb-d07-k0033

SkillScore77Maintained

Policy Interpretation: Guidance document analysis, regulatory precedent evaluation, interpretation consistency, implementat...

by thomasmoreai

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

Automatic

Clinical / Healthcare pack

decimalai skills pull thomasmoreai-ksb-d07-k0033

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/thomasmoreai-ksb-d07-k0033/SKILL.md

Raw file: /s/thomasmoreai-ksb-d07-k0033/SKILL.md ↗ · machine-readable summary at /s/thomasmoreai-ksb-d07-k0033.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 4d ago

Yes — +41% lift+11% tokens0% turns77% of whole cases pass with skill (17/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-15%	0%
case-02	✗→✓	▲ Improved	2%	0%
case-03	✗→✓	▲ Improved	-5%	0%
case-04	✗→✓	▲ Improved	11%	0%
case-05	✗→✓	▲ Improved	-11%	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

thomasmoreai / legal-skills-open

cross-jurisdiction/life-sciences/skills/ksb-d07-k0033/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1

Skill contents

SKILL.md

KSB-D07-K0033: Policy Interpretation

Overview

Domain: D07 - Spontaneous Reporting Systems Type: Knowledge Proficiency Level: L1 (Novice - Direct supervision required) Bloom Level: Understand

Description

Guidance document analysis, regulatory precedent evaluation, interpretation consistency, implementation planning

Context

Major Section: Global Spontaneous Reporting System Architecture
Section: Global Regulatory Framework Navigation

EPA Mapping

EPA-02:3004-3005
EPA-04:3009-3010
EPA-05:3011-3012

CPA Pathway

CPA-02, CPA-05

Regulatory References

FDA-CFR-002
ICH-E2C(R2)
ICH-E2F
EMA-GVP-004

Instructions

When this skill is activated, Claude should:

Demonstrate L1 proficiency in policy interpretation
Apply understand level cognitive skills to explain the topic
Reference relevant regulatory guidance (FDA-CFR-002, ICH-E2C(R2), ICH-E2F, EMA-GVP-004)
Connect to related EPAs: EPA-02, EPA-04, EPA-05

Key Competencies

Guidance document analysis, regulatory precedent evaluation, interpretation consistency, implementation planning

Assessment Criteria

Can explain core concepts independently
Demonstrates understanding of regulatory context
Applies knowledge appropriately to PV scenarios

Related Skills

Other D07 skills in Global Regulatory Framework Navigation
Cross-domain integrations per DAG architecture

Generated from PV KSB Framework v1.0 | 2025-12-31

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