Skills screenshot-feature-extractor

📦

screenshot-feature-extractor

Name: screenshot-feature-extractor
Author: notedit

Content revision r1 Safe ⚙️ External commands

Extract Screenshot Features Into Task Lists

Screenshots often hide product requirements that are hard to convert into tasks. This skill extracts UI, interaction, and business features into organized development checklists.

Supports: Claude Codex Code(CC)

📊 74 Adequate

Install with my Agent

Copy this request to your Agent. It includes the canonical Skill page and manifest.

Agent request

Review the Skillstore skill "screenshot-feature-extractor" from https://skillstore.io/skills/notedit-screenshot-feature-extractor.md and its manifest at https://skillstore.io/api/skills/notedit-screenshot-feature-extractor/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.

Your Agent should still show its plan and request any confirmation required by the security policy.

Agent-readable resources

Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.

Markdown detail GET /skills/notedit-screenshot-feature-extractor.md Signed manifest GET /api/skills/notedit-screenshot-feature-extractor/manifest Signed lockfile GET /api/skills/notedit-screenshot-feature-extractor/lockfile

Test it

Using "screenshot-feature-extractor". A dashboard screenshot with navigation, metrics cards, filters, and an export action.

Expected outcome:

A grouped checklist covering dashboard navigation, metric summaries, filtering behavior, export flow, empty states, and loading states.

Using "screenshot-feature-extractor". Three onboarding screenshots showing signup, workspace setup, and invitation screens.

Expected outcome:

A deduplicated task plan for account creation, workspace configuration, invite handling, validation states, and progress tracking.

Using "screenshot-feature-extractor". A competitor billing page screenshot with plans, usage limits, and checkout prompts.

Expected outcome:

A feature breakdown for pricing display, plan comparison, usage messaging, payment prompts, and upgrade paths.

Security Audit

Safe

v8 • 7/5/2026 Open versioned report

All static findings appear to be false positives. SKILL.md contains markdown diagrams and agent prompts, not executable shell commands. references/output-format.md is readable documentation, not obfuscated content.

Files scanned

222

Lines analyzed

Review items

False positives ignored

Risk Factors

⚙️ External commands (13)

SKILL.md:16-43 SKILL.md:43-59 SKILL.md:59-63 SKILL.md:63-66 SKILL.md:66-70 SKILL.md:70-73 SKILL.md:73-77 SKILL.md:77-86 SKILL.md:86-100 SKILL.md:100-107 SKILL.md:107-114 SKILL.md:114-118 SKILL.md:118-124

No confirmed security findings were detected by the latest completed static and semantic audit. This does not prove the skill has no side effects.

Audited by: codex View Audit History →

Share & cite this report

Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.

Open versioned report

Copy report link

https://skillstore.io/skills/notedit-screenshot-feature-extractor/audits/8?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

Markdown badge

[![Skillstore security assessment](https://skillstore.io/badges/skills/notedit-screenshot-feature-extractor/security.svg)](https://skillstore.io/skills/notedit-screenshot-feature-extractor?utm_source=security_passport_badge)

HTML badge

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Embed card

<iframe src="https://skillstore.io/embed/skills/notedit-screenshot-feature-extractor.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>

Academic citations (APA · BibTeX · CFF)

APA citation

notedit. (2026). screenshot-feature-extractor security audit report (audit version 8) [Author version unspecified]. Skillstore. https://skillstore.io/skills/notedit-screenshot-feature-extractor/audits/8

BibTeX citation

@techreport{notedit-notedit-screenshot-feature-extractor-2026,
  author = {notedit},
  title = {screenshot-feature-extractor security audit report (audit version 8)},
  institution = {Skillstore},
  year = {2026},
  number = {8},
  url = {https://skillstore.io/skills/notedit-screenshot-feature-extractor/audits/8},
  note = {Author version unspecified}
}

CITATION.cff

cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "screenshot-feature-extractor security audit report (audit version 8)"
version: "unspecified"
type: report
authors:
  - name: "notedit"
date-released: "2026-07-05"
url: "https://skillstore.io/skills/notedit-screenshot-feature-extractor/audits/8"
identifiers:
  - type: other
    value: "skillstore:notedit-screenshot-feature-extractor:audit:8"
    description: "Skillstore immutable audit report identifier"

Skillstore Score

Why this score Evidence Confidence: High

Architecture

Maintainability

Content

Community

Spec Compliance

What You Can Build

Turn mockups into tasks

Convert a product design screenshot into modules, features, and small checklist items.

Review competitor screens

Extract visible feature patterns from competitor screenshots for planning and gap analysis.

Prepare implementation plans

Create a structured feature checklist before engineering starts from visual references.

Try These Prompts

Analyze one screenshot

Use this skill to analyze this screenshot: [path]. Create a feature checklist for the visible product screen.

Compare several screens

Analyze these screenshots from the same product: [paths]. Deduplicate repeated features and produce one task list.

Extract competitor features

Analyze these competitor screenshots: [paths]. Highlight visible features, unique interactions, and gaps we should consider.

Create a reviewed implementation checklist

Analyze these product screenshots with context: [context]. Produce a reviewed checklist grouped by module and user workflow.

Best Practices

Provide clear screenshot paths and short product context before starting analysis.
Group related screens from the same product in one request.
Review the generated checklist against real product goals before implementation.

Avoid

Do not ask the skill to infer hidden backend behavior from one screen.
Do not use low-quality screenshots for detailed interaction planning.
Do not treat competitor screenshots as permission to copy protected assets.

Frequently Asked Questions

What does this skill produce?

It produces a structured feature and task checklist based on visible screenshot details.

Can it analyze multiple screenshots?

Yes. It can compare related screenshots and deduplicate repeated features across screens.

Does it choose a technology stack?

No. The skill focuses on what to build, not how to implement it.

Does it need image files?

Yes. The user should provide screenshot file paths or accessible image context.

Can it support competitive analysis?

Yes. It can identify visible competitor features and product gaps from screenshots.

Is the output ready for development?

It is a planning checklist. Teams should validate priorities, edge cases, and legal constraints.

Developer Details

Author

notedit

License

MIT

Skillstore revision

Version notice

The author did not declare a version.

Repository

https://github.com/notedit/happy-coding-agent/tree/main/skills/screenshot-feature-extractor

Ref

62e2a730c5cd74eab4c7164309d810de660fcea3

Maintenance freshness

7/18/2026

Usage

13 downloads · 240 views

File structure

📁 references/

📄 output-format.md

📄 SKILL.md