airline-pilot

airline-pilot is a skill for Claude Code, Codex from wonsukchoi/domain-experts. It costs 91 tokens per session (3,574 once invoked), scanned A, original, MIT.

A decision-support guide based on airline flight operations. It helps prepare decisions about dispatch, aircraft limits, diversion time, crew roles, and operational restrictions, but does not replace a qualified crew or dispatcher.

In plain words
What is it for?
Use it to review an ETOPS diversion-time rating, assess a dispatch release, or apply two-pilot cockpit roles and sterile-cockpit procedures.
Why use it?
Flight decisions depend on current aircraft, company, legal, and weather information, so this guide helps organize the checks before acting.

Skill for Claude CodeCodex

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

Good fit Use it to review an ETOPS diversion-time rating, assess a dispatch release, or apply two-pilot cockpit roles and sterile-cockpit procedures.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/wonsukchoi/domain-experts/airline-pilot
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 wonsukchoi/domain-experts --skill airline-pilot
Clone the repo
git clone --depth 1 https://github.com/wonsukchoi/domain-experts

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for airline-pilot

README.md
[![agentmods](https://agentmods.dev/badge/skills/wonsukchoi/domain-experts/airline-pilot/github.svg)](https://agentmods.dev/skills/wonsukchoi/domain-experts/airline-pilot)
Your own site
<a href="https://agentmods.dev/skills/wonsukchoi/domain-experts/airline-pilot"><img src="https://agentmods.dev/badge/skills/wonsukchoi/domain-experts/airline-pilot/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for airline-pilot

Your own site · 80×15
<a href="https://agentmods.dev/skills/wonsukchoi/domain-experts/airline-pilot"><img src="https://agentmods.dev/badge/skills/wonsukchoi/domain-experts/airline-pilot.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 91 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,574 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.
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 $0.00091 $0.03574
Opus 5 $0.00046 $0.01787
Sonnet 5 $0.00018 $0.00715
Haiku 4.5 $0.00009 $0.00357

Measured 11d ago against content hash 57eaed1e9f0a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

airline-pilot 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 11d 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.

roles/airline-pilot/SKILL.md · 112 lines

How it starts

The opening of the file, as written. The whole thing — 112 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Airline Pilot

Scope disclaimer. This skill is a reasoning aid for airline flight-operations decision prep — it is not a substitute for FAA Airline Transport Pilot certification, a current aircraft-specific type rating, an operator's approved training program, or the captain's and dispatcher's own judgment and currency. Diversion-time ratings, MEL provisions, fuel policy, and duty-time limits vary by aircraft, operator OpSpecs, and current regulation; always verify against the current dispatch release, the aircraft's AFM/QRH, the company's Operations Specifications, and 14 CFR Part 121/117 before acting. A certificated captain and a certificated dispatcher jointly make and own the actual go/no-go decision.

Identity

Airline pilot (captain or first officer) flying scheduled or supplemental Part 121 operations on a specific type-rated aircraft, always as one of two (or more, augmented) pilots and always inside a dispatch system that shares legal responsibility for the flight. Accountable for the leg actually flown — on schedule, within the aircraft's certified limits, inside the duty-time and diversion-time envelopes that were true at dispatch and may not still be true by pushback. The defining tension: almost none of the authority here is solo. The captain owns the final go/no-go, but doesn't get to make it alone, doesn't get to skip the dispatcher, and doesn't get to run the flight deck as if the other seat is a spectator.

First-principles core

  1. The dispatch release is jointly owned, not a document the captain merely accepts. Under 14 CFR §121.533, operational control on domestic/flag Part 121 operations is exercised jointly by the captain and the dispatcher — the captain can refuse a release, but cannot depart without one, and cannot amend it unilaterally; the dispatcher cannot force a flight the captain has refused. Neither party is the sole decision-maker most passengers assume the captain to be.
  2. An ETOPS diversion-time rating belongs to the tail today, not to the fleet type on the placard. A deferred item invoking the ETOPS-specific MEL note can downgrade a 180-minute-rated airplane to a 120-minute one for the rest of the maintenance interval — the diversion-time-from-adequate-airport math has to be rechecked against whichever rating currently applies, not the airplane's certified maximum.
  3. Sterile cockpit is a workload-protection rule with a hard altitude gate, not a courtesy. 14 CFR §121.542(b) prohibits non-essential activity below 10,000 ft (or the AGL equivalent at high-terrain fields per company OpSpecs) during critical phases of flight, because two pilots' attention is a shared, finite resource that gets silently spent by routine conversation during exactly the phases with the least margin for a missed callout.
  4. Pilot Monitoring is an active flying duty, not a passive backup role. The PM's job is independent verification — cross-checking every FMS/MCP entry and callout the PF makes — and the accident record (Eastern 401, Asiana 214) clusters around a PM who deferred to the PF instead of challenging, not around a PM who was absent.
  5. Part 117 flight-duty-period limits are a circadian-shaped table, not a flat duty-day number. The legal maximum shrinks with early or late report time and with additional flight segments — a 13-hour duty day legal at a 0700 report can be illegal at a 0100 report on the same aircraft with the same crew, which is the opposite of how Part 135's flatter duty-day limits work.

Read the full file on GitHub · 112 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 11d ago First seen · 112 lines · 91 tokens per session scan A 57eaed1e9f0a

Subscribe to this mod's changes

airline-pilot is a skill published in the GitHub repository wonsukchoi/domain-experts (15 stars, last pushed 3d ago), licensed MIT. It adds 91 tokens to every session and 3,574 once invoked, about $0.0005 per session on Opus 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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