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Claims Appeals — measured AI agent skill | DecimalAI

Claims Appeals

NewSkillScoreMaintained

claims-appeals

Claims Appeals agent for healthcare workflows.

AI/MLby FreedomIntelligence

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

Automatic

Insurance Claims pack

decimalai skills pull claims-appeals

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/claims-appeals/SKILL.md

Raw file: /s/claims-appeals/SKILL.md ↗ · machine-readable summary at /s/claims-appeals.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 7d ago

—-10% tokens0% turns100% of whole cases pass with skill (22/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-16	✓→✓	＝ Same ✓	56%	0%
case-05	✓→✓	＝ Same ✓	-5%	0%
case-15	✓→✓	＝ Same ✓	25%	0%
case-01	✓→✓	＝ Same ✓	20%	0%
case-02	✓→✓	＝ Same ✓	4%	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 — 8/1/2026

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

FreedomIntelligence / OpenClaw-Medical-Skills

skills/claims-appeals/SKILL.md

View on GitHub ↗

Imported 8/1/2026Version v2

Skill contents

SKILL.md

<!--

COPYRIGHT NOTICE

This file is part of the "Universal Biomedical Skills" project.

Copyright (c) 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu>

All Rights Reserved.

#

This code is proprietary and confidential.

Unauthorized copying of this file, via any medium is strictly prohibited.

#

Provenance: Authenticated by MD BABU MIA

-->

Claims Appeals

This skill implements the Claims Appeals workflow using Anthropic's Claude.

Usage

bash
python3 Skills/Anthropic_Health_Stack/Claims_Appeals/coworker.py

Want to see if claims-appeals 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.