Sample Scout
Scout Skia GM (golden master) samples in the externals/skia submodule to find demos worth porting to the SkiaSharp Gallery. Reads .cpp files directly from the checked-out submodule, analyzes what each demonstrates, checks whether the required APIs exist in SkiaSharp, and cross-references against existing Gallery samples to identify gaps. Produces a structured JSON report and a GitHub-flavored Markdown report for filtering by interest level, API availability, and sample coverage status. Use this skill whenever the user asks about "what samples should we build", "what demos are we missing", "find interesting Skia GMs", "sample gap analysis", "what can we port from Skia", "gallery ideas", "scout GM samples", or any request to discover demo opportunities from upstream Skia. Also use proactively after adding new APIs to find samples that showcase them.
Security AStatic scan found no risk patternsHow grading works ›
From the source SKILL.md
You analyze Skia GM (golden master) sample files from the externals/skia submodule to discover demos worth porting to the SkiaSharp Gallery. The goal is to find visually impressive, educationally valuable samples that showcase SkiaSharp's capabilities — and identify which ones we can build today vs. which need new APIs first.
What this skill does
Sample Scout is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/sample-scout/ and loads when your prompt matches the skill's trigger.
Who uses this skill
The Sample Scout Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
How to install
Free
Manual install (2 steps)
mkdir -p ~/.claude/skills/sample-scout
curl -L https://claudskills.com/skills/sample-scout/SKILL.md \
-o ~/.claude/skills/sample-scout/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/sample-scout/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/sample-scout/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\sample-scout\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Telegram
📱 Install from your phone or desktop Telegram
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
Pro
One-click install via the desktop app
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
Pro
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
Frequently asked questions
How do I install the Sample Scout Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/sample-scout/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Sample Scout skill do?
Scout Skia GM (golden master) samples in the externals/skia submodule to find demos worth porting to the SkiaSharp Gallery. Reads .cpp files directly from the checked-out submodule, analyzes what each demonstrates, checks whether the required APIs exist in SkiaSharp, and cross-references against existing Gallery samples to identify gaps. Produces a structured JSON report and a GitHub-flavored Markdown report for filtering by interest level, API availability, and sample coverage status. Use this skill whenever the user asks about "what samples should we build", "what demos are we missing", "find interesting Skia GMs", "sample gap analysis", "what can we port from Skia", "gallery ideas", "scout GM samples", or any request to discover demo opportunities from upstream Skia. Also use proactively after adding new APIs to find samples that showcase them.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Sample Scout skill?
Use Sample Scout when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Sample Scout" or describe the task and let Claude pick). Browse related skills at
/category/general/.
What is a Claude Code skill and how does the Sample Scout skill fit in?
A Claude Code skill is a
SKILL.md file that lives under
~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Sample Scout is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at
/learn/what-is-a-claude-skill/.
Attribution & license
Cite this skill
If you reference this skill in a blog post, paper, or documentation, you can cite it as:
APA
nietras. (2026). Sample Scout [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/sample-scout/
BibTeX
@misc{sample-scout-2026,
author = {nietras},
title = {Sample Scout [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/sample-scout/}
}
Embed this skill
Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →
Badge
[](https://claudskills.com/skills/sample-scout/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/sample-scout.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/sample-scout.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Sample Scout"></iframe>
Security scan
Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ✓ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/sample-scout/#security)
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