prior-auth-packet-builder

prior-auth-packet-builder is a skill for Claude Code, Codex from openai/openai-agents-python. It costs 21 tokens per session (396 once invoked), scanned A, original, MIT.

A workflow for assembling a concise prior-authorization packet from case files and insurer policy documents. Prior authorization is an insurer’s approval required before some treatments or services are covered.

In plain words
What is it for?
Use it to review a case, find matching rules about authorization, referrals, imaging, or billing, create two review documents, and finalize the packet.
Why use it?
It brings the relevant case facts and policy requirements together and highlights missing information before a human reviewer makes a decision.

Skill for Claude CodeCodex ✓ vendor

Written for no agent in particular: nothing here depends on one.

Good fit Use it to review a case, find matching rules about authorization, referrals, imaging, or billing, create two review documents, and finalize the packet.

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Install with agentmods
npx agentmods add skills/openai/openai-agents-python/prior-auth-packet-builder
About the project

OpenAI Agents SDK is a Python framework for building workflows in which multiple AI agents use tools, delegate tasks, follow safety checks, and involve people when needed. Developers use it to create and monitor agent, sandbox, realtime, and voice applications.

openai/openai-agents-python · 30,108 stars · on GitHub · openai.github.io

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add openai/openai-agents-python --skill prior-auth-packet-builder
Clone the repo
git clone --depth 1 https://github.com/openai/openai-agents-python

Made for: Claude Code, Codex.

Wrote this? Show the measurements

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README.md
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Per session 21 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 396 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Snyk pass 7 Sept 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00021 $0.00396
Opus 5.5 $0.00008 $0.00158
Sonnet 5.5 $0.00004 $0.00079
Haiku 4.5 $0.00002 $0.00040

Measured 1mo ago against content hash a4c0f07d18d1, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

prior-auth-packet-builder scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

examples/sandbox/healthcare_support/skills/prior-auth-packet-builder/SKILL.md · 40 lines

What it actually says

Prior Auth Packet Builder

Use this skill when a case requires prior authorization review, referral validation, imaging review, or payer-specific policy checks.

Workflow

  1. Inspect case/scenario.json and case/transcript.txt.
  2. Search policies/ for payer, prior auth, referral, imaging, and PPO guidance:
    • Run the preferred search and fallback as one shell command: rg -n -i 'prior authorization|prior-auth|imaging|referral|billing|PPO|Blue Cross' policies || grep -RniE 'prior authorization|prior-auth|imaging|referral|billing|PPO|Blue Cross' policies.
    • An rg launcher or bootstrap failure is not evidence that there are no policy matches.
  3. Read only the most relevant policy files.
  4. Create output/policy_findings.md with these exact headings:
    • ## Case summary
    • ## Matched policy files
    • ## Prior authorization
    • ## Referral
    • ## Missing information Cite each matched policy by its filename.
  5. Create output/human_review_checklist.md with:
    • what a human reviewer should verify
    • what to tell the patient
    • what queue should own the case
  6. Call finalize_policy_packet only after both artifacts exist.

Rules

  • Use targeted searches over broad file reads.
  • Use the targeted grep -RniE fallback only when rg cannot complete the search.
  • Only cite policy files you actually inspected.
  • Keep outputs concise and operational.
  • The workflow is complete only when finalize_policy_packet succeeds.
  • If referral status is pending and prior auth is unclear, recommend human review.
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 40 lines · 21 tokens per session scan A a4c0f07d18d1

Subscribe to this mod's changes

prior-auth-packet-builder is a skill published in the GitHub repository openai/openai-agents-python (30,108 stars, last pushed today), licensed MIT. It adds 21 tokens to every session and 396 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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