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Detectie Eval

Category: General  ·  Sub-category: general-misc  ·  Last updated:
Het meet-en-verbeter-ritueel voor de WOO Buddy-detectiepijplijn - recall en vals-positieven meten tegen het ontlakte corpus, het rapport lezen, de triage gebruiken om één oorzaak te kiezen, en de baseline-delta in de PR zetten. Laden bij "draai de detectie-evaluatie", "meet recall", "evalueer de detector", "triage de false positives", "hoeveel mist de detector", "wat vindt hij te veel", of voordat je een detectieregel bouwt of aanpast.
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From the source SKILL.md

De harness in backend/eval/ draait de echte pijplijn over 33 gepubliceerde Woo-documenten waarin fictieve waarden zijn teruggezet. Hij levert twee getallen die er toe doen: recall op wat we zelf geplant hebben, en vals-positief-kandidaten op wat de lakker bewust liet staan. De triage zegt er per fout bij wat de vermoedelijke oorzaak is en bij welke brief die hoort.

What this skill does

Detectie Eval 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/detectie-eval/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Detectie Eval 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/detectie-eval
curl -L https://claudskills.com/skills/detectie-eval/SKILL.md \
  -o ~/.claude/skills/detectie-eval/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/detectie-eval/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/detectie-eval/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\detectie-eval\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 Detectie Eval Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/detectie-eval/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Detectie Eval skill do?
Het meet-en-verbeter-ritueel voor de WOO Buddy-detectiepijplijn - recall en vals-positieven meten tegen het ontlakte corpus, het rapport lezen, de triage gebruiken om één oorzaak te kiezen, en de baseline-delta in de PR zetten. Laden bij "draai de detectie-evaluatie", "meet recall", "evalueer de detector", "triage de false positives", "hoeveel mist de detector", "wat vindt hij te veel", of voordat je een detectieregel bouwt of aanpast.
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 Detectie Eval skill?
Use Detectie Eval 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 Detectie Eval" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Detectie Eval 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. Detectie Eval 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
jaapstronks. (2026). Detectie Eval [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/detectie-eval/
BibTeX
@misc{detectie-eval-2026,
  author    = {jaapstronks},
  title     = {Detectie Eval [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/detectie-eval/}
}

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