screenshot-review

screenshot-review is a skill for Claude Code, Codex from conectlens/lenserfight. It costs 21 tokens per session (59 once invoked), scanned A, original, MIT.

A guide for examining a product screenshot for user-experience and accessibility problems. It reviews layout, hierarchy, wording, and missing empty, loading, or error states.

In plain words
What is it for?
Use it to review screens for confusing structure, unclear copy, accessibility risks, layout issues, and missing interface states.
Why use it?
It turns a visual review into a structured list of problems and suggested design changes.

Skill for Claude CodeCodex

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

Good fit Use it to review screens for confusing structure, unclear copy, accessibility risks, layout issues, and missing interface states.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/conectlens/lenserfight/screenshot-review
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 conectlens/lenserfight --skill screenshot-review
Clone the repo
git clone --depth 1 https://github.com/conectlens/lenserfight

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 screenshot-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/conectlens/lenserfight/screenshot-review/github.svg)](https://agentmods.dev/skills/conectlens/lenserfight/screenshot-review)
Your own site
<a href="https://agentmods.dev/skills/conectlens/lenserfight/screenshot-review"><img src="https://agentmods.dev/badge/skills/conectlens/lenserfight/screenshot-review/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 screenshot-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/conectlens/lenserfight/screenshot-review"><img src="https://agentmods.dev/badge/skills/conectlens/lenserfight/screenshot-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 21 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 59 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 $0.00021 $0.00059
Opus 5 $0.00010 $0.00030
Sonnet 5 $0.00004 $0.00012
Haiku 4.5 $0.00002 $0.00006

Measured 9d ago against content hash 41c2206685f1, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

screenshot-review 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 9d 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.

.lenserfight/lenses/screenshot-review/SKILL.md · 9 lines

What it actually says

Screenshot Review

Using [[screenshot_notes]], return findings for hierarchy, layout, copy, accessibility, empty/loading/error states, and next design change.

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. 9d ago First seen · 9 lines · 21 tokens per session scan A 41c2206685f1

Subscribe to this mod's changes

screenshot-review is a skill published in the GitHub repository conectlens/lenserfight (18 stars, last pushed yesterday), licensed MIT. It adds 21 tokens to every session and 59 once invoked, about $0.0001 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 2026-09-03.

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