uat

uat is a skill for Claude Code, Codex from wsauret/flywheel. It costs 16 tokens per session (964 once invoked), scanned A, original, Apache-2.0.

A method for checking a live user-facing product through its public entry point, such as a website, application, or command users run. User acceptance testing checks observable results against acceptance criteria without inspecting implementation code.

In plain words
What is it for?
Use it to run fresh real scenarios, record inputs and observed results, capture evidence in a separate scratch location, and mark each criterion passed, failed, or blocked.
Why use it?
It finds problems that ordinary code-level tests may miss in the real environment, including interaction, setup, authentication, and runtime issues.

Skill for Claude CodeCodex

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

Good fit Use it to run fresh real scenarios, record inputs and observed results, capture evidence in a separate scratch location, and mark each criterion passed, failed, or blocked.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/wsauret/flywheel/uat
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 wsauret/flywheel --skill uat
Clone the repo
git clone --depth 1 https://github.com/wsauret/flywheel

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 uat

README.md
[![agentmods](https://agentmods.dev/badge/skills/wsauret/flywheel/uat/github.svg)](https://agentmods.dev/skills/wsauret/flywheel/uat)
Your own site
<a href="https://agentmods.dev/skills/wsauret/flywheel/uat"><img src="https://agentmods.dev/badge/skills/wsauret/flywheel/uat/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 uat

Your own site · 80×15
<a href="https://agentmods.dev/skills/wsauret/flywheel/uat"><img src="https://agentmods.dev/badge/skills/wsauret/flywheel/uat.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 16 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 964 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 $0.00016 $0.00964
Opus 5.5 $0.00006 $0.00386
Sonnet 5.5 $0.00003 $0.00193
Haiku 4.5 $0.00002 $0.00096

Measured 3d ago against content hash 3f3a93471a05, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

uat 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 3d 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.

src/agent-skills/uat/SKILL.md · 36 lines

How it starts

The opening of the file, as written. The whole thing — 36 lines — stays where its author put it; the contents beside it link to each section on GitHub.

User Acceptance Testing

Start with acceptance criteria, a production-equivalent public entry point or target host package, environment constraints, credentials, and cost limits. Translate each criterion into an outside-in observable scenario without reading implementation code. Confirm safe drive mechanics, run the narrowest real path fresh, provide one input at a time, observe before continuing, and record interaction, environment, expected result, actual result, and durable evidence. Exercise an adjacent or error path only when it can change acceptance.

Every artifact the drive produces, including screenshots, recordings, logs, probe pages, and captured output, goes in the session scratch directory, never in the working tree of the repository under test. Many capture tools write to the current directory by default, so give each one an explicit absolute output path inside the scratch directory.

Stop when every criterion is passed, failed, or blocked, one critical failure makes further work wasteful, or the stated boundary is reached. Return per-criterion status, exact reproduction, observations, evidence locations, untested scope, and blockers.

Missing runtime, authentication, dependency, safe environment, safe drive mechanics, or host produces blocked, not a pass. Scripted tests support but never replace direct observation of an exercisable surface.

The Real Operation

A surface is exercised only when its production code path runs end to end: every outbound call, every database mutation, every billable side effect a real user triggers. Isolate state where you can (a per-run sandbox directory, an isolated $HOME, a scoped database schema, a test inbox) so the drive does not pollute the developer's real local data, but isolation of state is not the same as faking the operation. Only the local state container is scoped; the services the product is configured for are exercised against their real endpoints.

Mocks, fakes, stubs, fixtures, in-memory adapters, sandbox-provider URLs, dry-run flags, frozen clocks, recorded-cassette replay, and provider-mocking middleware are silent downgrades unless they are the production code path. Inspect the configuration the product runs with (environment variables, config file, resolved client URLs, the credential the runtime picked up) and confirm the drive routes through the same backend a real user's instance would. If it does not, you are exercising a different product.

Read the full file on GitHub · 36 lines

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. 3d ago First seen · 36 lines · 16 tokens per session scan A 3f3a93471a05

Subscribe to this mod's changes

uat is a skill published in the GitHub repository wsauret/flywheel (19 stars, last pushed yesterday), licensed Apache-2.0. It adds 16 tokens to every session and 964 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 2026-11-03.

Related

uat compared with skills from other repositories

uat next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
uatwsauret/flywheelSkill19yesterdayApache-2.0A16Claude Code, Codex
webapp-testingHmbown/CodeWhaleSkill41k5d agoMITA32Claude Code, Codex
verifyHmbown/CodeWhaleSkill41k5d agoMITA25Claude Code, Codex
computer-useHmbown/CodewhaleSkill41k1mo agoMITA59Claude Code, Codex
test-browsergvkhosla/compound-engineering-piSkill521mo agoMITA14Claude Code
playwright-browserlfyxhappy/lfcodeSkill21mo agoMITA42Claude Code, Codex
e2e-test-engineerlfyxhappy/lfcodeSkill21mo agoMITA62Claude Code, Codex