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interactive-choice-mcp: Skill for Claude Code

.github/skills/webapp-testing/SKILL.md

webapp-testing is a skill for Claude Code, Codex from Sighthesia/interactive-choice-mcp. It costs 35 tokens per session (884 once invoked), scanned A, original, no licence file.

A toolkit for testing local websites in a real browser using Playwright, a browser-automation tool.

In plain words
What is it for?
Testing frontend features, investigating user-interface behavior, taking browser screenshots, and checking browser logs.
Why use it?
It helps check whether a website works correctly and provides evidence when the interface behaves unexpectedly.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

This is Sighthesia/interactive-choice-mcp's own configuration. It tells Claude Code and Codex how to work on interactive-choice-mcp itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything interactive-choice-mcp configures →

not rated 4repo 9mo ago A scan 35 tokens no licence archived
View source ↗ Sighthesia/interactive-choice-mcp
Reuse

Borrowing it

Nothing to install: this file belongs to Sighthesia/interactive-choice-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/Sighthesia/interactive-choice-mcp/main/.github/skills/webapp-testing/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/Sighthesia/interactive-choice-mcp

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 webapp-testing

README.md
[![agentmods](https://agentmods.dev/badge/skills/sighthesia/interactive-choice-mcp/webapp-testing/github.svg)](https://agentmods.dev/skills/sighthesia/interactive-choice-mcp/webapp-testing)
Your own site
<a href="https://agentmods.dev/skills/sighthesia/interactive-choice-mcp/webapp-testing"><img src="https://agentmods.dev/badge/skills/sighthesia/interactive-choice-mcp/webapp-testing/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 webapp-testing

Your own site · 80×15
<a href="https://agentmods.dev/skills/sighthesia/interactive-choice-mcp/webapp-testing"><img src="https://agentmods.dev/badge/skills/sighthesia/interactive-choice-mcp/webapp-testing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 35 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 884 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 unknown 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 $0.00035 $0.00884
Opus 5.5 $0.00014 $0.00354
Sonnet 5.5 $0.00007 $0.00177
Haiku 4.5 $0.00003 $0.00088

Measured 2mo ago against content hash 51b7349e77ec, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

webapp-testing 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 2mo ago.

The scan reads SKILL.md. This mod also ships 4 executable files (examples/console_logging.py, examples/element_discovery.py, examples/static_html_automation.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

.github/skills/webapp-testing/SKILL.md · 96 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

5 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. 2mo ago First seen · 96 lines · 35 tokens per session scan A 51b7349e77ec

Subscribe to this mod's changes

webapp-testing is a skill published in the GitHub repository Sighthesia/interactive-choice-mcp (4 stars, last pushed 9mo ago), with no licence file. It adds 35 tokens to every session and 884 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 2026-08-31.

Browser automationE2E testingTestingagentaimcp-servervibe-coding
Related

webapp-testing compared with skills from other repositories

webapp-testing next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
webapp-testingSighthesia/interactive-choice-mcpSkill49mo agononeA35Claude Code, Codex
webqaMigoXLab/webqa-agentSkill2404mo agoApache-2.0A36Claude Code, Codex
langbot-testinglangbot-app/LangBotSkill19kyesterdayApache-2.0A58Claude Code, Codex
startup-qa-bot-getting-startedmakecindy/cindySkill9.3kyesterdayApache-2.0A45Claude Code, Codex
startup-qa-bot-opsmakecindy/cindySkill9.3kyesterdayApache-2.0A46Claude Code, Codex
browser-testing-with-screenshotsAgentWorkforce/relaySkill1.1kyesterdayApache-2.0A32Claude Code
startup-qa-bot-evidencemakecindy/cindySkill9.3kyesterdayApache-2.0A30Claude Code, Codex