agilab: Skill for Claude Code

.claude/skills/agilab-ui-robot-validation/SKILL.md

agilab-ui-robot-validation is a skill for Claude Code from ThalesGroup/agilab. It costs 61 tokens per session (2,674 once invoked), scanned A, original, no licence file.

Guidance for checking AGILAB's Streamlit interface with browser and widget robots, which are automated tools that interact with the app and verify its visible behavior.

In plain words
What is it for?
Use it after changing the listed pages or workflows, including notebook import, the first-proof wizard, sidebar actions, and public demo evidence.
Why use it?
It helps detect broken pages, controls, links, imports, screenshots, and demo flows that code-level tests may miss.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

This is ThalesGroup/agilab's own configuration. It tells Claude Code how to work on agilab 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 agilab configures →

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is uv --preview-features extra-build-dependencies run python tools/workflow_parity.py --profile ui-robot-matrix --print-only.

Reuse

Borrowing it

Nothing to install: this file belongs to ThalesGroup/agilab. 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/ThalesGroup/agilab/main/.claude/skills/agilab-ui-robot-validation/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/ThalesGroup/agilab

Made for: Claude Code.

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 agilab-ui-robot-validation

README.md
[![agentmods](https://agentmods.dev/badge/skills/thalesgroup/agilab/agilab-ui-robot-validation/github.svg)](https://agentmods.dev/skills/thalesgroup/agilab/agilab-ui-robot-validation)
Your own site
<a href="https://agentmods.dev/skills/thalesgroup/agilab/agilab-ui-robot-validation"><img src="https://agentmods.dev/badge/skills/thalesgroup/agilab/agilab-ui-robot-validation/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 agilab-ui-robot-validation

Your own site · 80×15
<a href="https://agentmods.dev/skills/thalesgroup/agilab/agilab-ui-robot-validation"><img src="https://agentmods.dev/badge/skills/thalesgroup/agilab/agilab-ui-robot-validation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 61 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,674 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 $0.00061 $0.02674
Opus 5 $0.00030 $0.01337
Sonnet 5 $0.00012 $0.00535
Haiku 4.5 $0.00006 $0.00267

Measured 10d ago against content hash a0ddb5e2ba38, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

agilab-ui-robot-validation 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 10d 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.

.claude/skills/agilab-ui-robot-validation/SKILL.md · 252 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

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. 10d ago First seen · 252 lines · 61 tokens per session scan A a0ddb5e2ba38

Subscribe to this mod's changes

agilab-ui-robot-validation is a skill published in the GitHub repository ThalesGroup/agilab (21 stars, last pushed today), with no licence file. It adds 61 tokens to every session and 2,674 once invoked, about $0.0003 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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