Systems Lab

Agent skill

e2e-environment-preflight

Check external services, hosts, browser sessions, model endpoints, and agents before an end-to-end run.

activeSelf-containedActs undeclared2,064 words

From sno-ai/sno-station-skills · 31 skill entries · 264 · pushed 2026-10-08

What it does when it runs

Check external services, hosts, browser sessions, model endpoints, and agents before an end-to-end run. MANUAL-ONLY: load when a caller names it. NEVER auto-load from context for ordinary testing or debugging.

Automated analysis of the skill and the 1 file bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.

Keys and connectors you must supply
None found.
Hosts it reaches
No third-party host appears in the skill or its bundled files.
Tool permissions it declares
No allowed-tools in the frontmatter. It does act, so it runs under whatever permissions your session already grants.
Actions present in the files
shell

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git clone --depth 1 --filter=blob:none --sparse https://github.com/sno-ai/sno-station-skills.git /tmp/sno-station-skills
git -C /tmp/sno-station-skills sparse-checkout set "skills/J-peer-review-and-audit/e2e/skills/e2e-environment-preflight"
mkdir -p ~/.claude/skills/e2e-environment-preflight
cp -R "/tmp/sno-station-skills/skills/J-peer-review-and-audit/e2e/skills/e2e-environment-preflight/." ~/.claude/skills/e2e-environment-preflight/

Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗

The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.

Reproduced in full from sno-ai/sno-station-skills/blob/0451ca25ab9c70aac62162becbec9a4e1e936d56/skills/J-peer-review-and-audit/e2e/skills/e2e-environment-preflight/SKILL.md, which is licensed APACHE-2.0 (repository). 2,064 words, 8 headings.

e2e-environment-preflight — the gate that runs before the first row

Never auto-triggered. Named callers only:

CallerMoment
A requirements document or test planonce end-to-end proof is required and the document names an external system
A task briefbefore staffing any end-to-end journey
e2e-red-triagewhen a red turns out to be environmental and owes a new check

This skill is self-contained: the trigger and the three artifacts.

Terms: the owner is whoever owns the work, usually the user; a row is one acceptance check in the test plan; a journey is one end-to-end scenario made of rows; a red is a row that failed or gave no answer; the suite is all the rows of a journey.

Each repository binds this locally. A repo-level e2e-environment-preflight names its own systems, its own primer directory, its own evidence paths, and its own configuration decisions. This file is the contract; the local one is the address book. If the repository has no local binding, the first journey that needs one writes it.

The trigger, as an operational test

The preflight is required when any acceptance row's evidence comes from a system outside the repository under test — a running service, a host, a browser session, a live model endpoint, an installed agent. Rows whose evidence is produced entirely by code in the repository do not trigger it.

The test plan or requirements document states the answer as one of two literal forms:

External systems: none — <scope fact>
External systems: <name>, <name> — preflight required

A library with no external systems answers none and never sees this skill again. A plan that names a system for which no primer exists does not pass — that refusal is how the first primer for a system gets written, without anyone having to remember to write it.

Why this exists

The three classes that reliably burn days — anything with a login, anything driving a browser, anything driving another agent — share one property: when they break they produce nothing rather than an error, and the nothing appears far from the cause. A revoked credential still reads as valid locally. A missing profile looks like an empty result. A dead actor looks like a slow one.

So an hour goes into attributing an absence, and goes again next month on the next system. The preflight moves that cost to the front, where it is paid once and mechanically.

Three reasons it is a gate and not a checklist: you cannot tell a product defect from a setup defect once the suite is running; every mid-run fix invalidates the rows already passed, so the suite stops being one observation and becomes N observations of N environments; and fix-one-rerun is a serial loop with a full suite inside it — twelve missing preconditions found one at a time cost twelve suite runs, found together they cost one repair pass.

No row starts while any check is red. Amber is red. A check going red at row 14 stops there: the run is void, rows 1–13 do not carry over, repair happens outside the run, and the preflight runs again from the top.

Two stages, in this order

Checking before the configuration is settled is checking against nothing. These are defaults; a project may choose otherwise and record it in its local binding.

Stage A — settle the decisions. Some preconditions cannot be checked because nobody has said what correct means. A product with several valid configurations has no wrong setting to detect; run the suite against whichever one happened to be set and it measures an arbitrary configuration and answers a question nobody asked.

The sorting test is one sentence: if two defensible answers would make the same row pass and fail, it is the owner's decision. Everything else the agent settles from the approved plan, the repository, or a written ruling — handing those up is noise, and noise makes the real questions get skimmed.

Always the owner's, and most often forgotten: the ceilings — wall-clock, spend, and which hosts may be destroyed. Ask with a recommendation derived from a measured sample. Without a recorded ceiling the budget check cannot be green or red at all, and an executor invents one, silently changing what pass means.

Onboarding is part of this and is the part that gets skipped. A run of a real flow starts where a real user starts. If the product has a first-run path, the preflight names which path the run takes. A suite that begins after onboarding has excluded the part most likely to break for a new user, and it keeps passing while every new user fails.

Collect the owner's set from the whole plan first and ask in one exchange, each item with options, downstream consequence, and your recommendation. Answers become configuration-of-record in the preflight artifact — a configuration that lives only in a chat window cannot be reproduced and cannot be cited.

Stage B — derive the checks. The standing floor — the checks every run needs whatever the plan says, such as the credential and absent-variable checks below — always applies. The project half is read off the approved plan, never invented: every actor (service, agent, or process) named alive during the test, every artifact path in an evidence requirement, every capability a planted defect needs. A precondition no row needs is not added; a row whose preconditions were never extracted is a defect in the plan.

A plan cannot name a precondition its author does not know exists. That is what the primer supplies, and it is why Stage B depends on one.

Artifact 1 — the system primer

One per external system, one per repository, re-derived on a version change. Contents:

  • The containment model, first, before any command. What contains what. Most environment mistakes are made at this layer: someone who has not been told a namespace exists will never think to ask which one they are in, and will read an identifier off a directory path. A reader given the containment model predicts the traps instead of memorising them.
  • The identifier table — every value carries the command that re-derives it, marked last-observed rather than stated. Prefer the command over the value.
  • Failure shape per dependency: when this breaks, is it loud or quiet? The quiet ones are the entire reason the file exists.
  • A version binding and a void list — what invalidates the document. Bind to the system's version, never to a date: a dated document rots silently, a version-bound one announces it.

No bare value that has no command. An accurate document quotes an identifier, the identifier moves, and the next reader inherits a false fact that reads as surveyed truth. Your file will do this to its next reader unless the command is preferred.

Artifact 2 — the runner

One script per system. The primer exists so the runner is derived from it rather than invented, which means every check carries five fields: the command, the expected observable, the failure calibration, the person or team responsible for it, and the artifact field it writes.

  • A prose condition is not a check. "The service is healthy" is an intention, and an executor satisfies an intention by believing it. Name the literal string, exit code, field value, count or deadline — and separately name what makes it red.
  • Reports every failure at once, never stopping at the first; stopping recreates the serial loop the gate exists to replace.
  • Checks; never repairs. A step that installs or fixes makes its own check pass by construction and hides that the environment was not ready. Repair is separate and explicit, after which the runner starts again from the top.
  • Exits nonzero if anything is red.
  • Emits one artifact: every check, its command, its observed output, its verdict, with a sha256 of its contents recorded in the run's results if the project keeps them, so a result can be traced to the world it ran in. A suite whose artifact is missing or stale did not pass this gate.
  • A check nobody has watched go red is not a check. Break the precondition once, see it go red, restore, record it. Where breaking it is unsafe, say so in the calibration field and name what would have to exist to calibrate it.

The baseline and the mutations allowed anyway. Rows themselves change the environment — they kill children, cut networks, plant stale records. So each row declares its own disposable mutations before it runs; a declared mutation is expected, is reverted, and voids nothing. Anything outside that allowlist — a dependency changed, a credential rotated, a host rebooted — voids the run.

The two rules that keep being skipped are one rule. A credential check that reads a variable has checked nothing; only a real call that returned a real response passes. And some variables must be absent, enumerated by name and asserted empty, because a key that overrides the intended login path silently changes which account and model the entire run used.

Acquiring a credential and using one are different things. An interactive first-time login does not fail this gate: the credential persists and refreshes, and every call after it is made with no human present. What is not automatable is recovery after revocation — and that is the gate working, not a hole in it. Record it as a bounded, named, human repair.

Artifact 3 — the red scoreboard

This is what the gate is for. Every red gets exactly one bucket, appended to a journey-scoped scoreboard beside the preflight artifact:

BucketMeaning
sourcea product defect — the only kind that counts as a win
environmenta precondition wrong or unset
stuckno verdict at all: hang, timeout, empty, silent absence
harnessthe test itself was wrong
{"row":"<row-id>","bucket":"source","note":"…","owed_check":null}

Four buckets, exhaustive, one per red, no "other". The rule that turns the scoreboard into a ratchet:

An environment or stuck red must name the preflight check that should have caught it. If no such check exists, it is written before the journey closes — owed_check carries the new check's id.

Report the four counts at the end of every run. Rising source with falling environment and stuck is the gate working. Flat environment across two journeys means the ratchet is not being applied — a process defect, not bad luck.

Anti-patterns — any one fails the gate

These are defaults; a project may choose otherwise and record it in its local binding.

Anti-patternWhy it is fatal
P1Asserting a variable is set instead of that the call worksset-and-wrong is the common case, not the edge case
P2Asking a human to paste a credential during the runa missing credential is a design defect, not a question
P3Skipping a check because it passed last runthe environment changed; that is why it is a gate
P4A check that passes when its input source is missingit must report SOURCE MISSING, never CLEAR
P5Installing or repairing inside the checkthe check then measures itself
P6Starting with a known-amber itemamber is red; there is no third state
P7A preflight derived from imagination rather than the approved planit checks what no row needs and misses what every row needs
P8Counting a mocked dependency as readya mock proves nothing about the real system it stands in for
P9Choosing a configuration default silentlythe run then measures an arbitrary setting
P10Asking the owner one decision at a time, or asking what is derivableN rounds instead of one, and noise makes the real questions get skimmed
P11Starting the flow after onboarding because onboarding is "setup"the first-run path is where new users break, and it stays untested forever

Files bundled with it

These load only when the skill asks for them, so they cost nothing until it runs.

Other skills for the same job

Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.

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This page tells you what e2e-environment-preflight does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.

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