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Human In The Loop Design

Category: Security  ·  Sub-category: compliance  ·  Last updated:
ai:agenttype:audit
Design the human approval surface for an agent system — which actions gate, how approvals batch without becoming rubber stamps, and what the audit trail must hold. Use when asked to add human oversight to an agent, design approval workflows for AI actions, decide what an agent may do autonomously, or fix approval fatigue in an existing loop. Produces an action-tier policy, approval UX spec, escalation rules, and audit-trail requirements. For specifying the whole agent use agent-spec; for the per-skill execution gates see the Execution-block pattern in SKILLSPEC §5.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

The failure mode of agent oversight isn't too little review — it's review that decays into a rubber stamp. Forty approval prompts a day trains the human to click yes; then the one that mattered goes through with the rest. This skill designs the loop so human attention lands exactly where it changes the outcome, and nowhere else.

What this skill does

Human In The Loop Design is a community-contributed Claude Code skill in the compliance sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/human-in-the-loop-design/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when asked to add human oversight to an agent, design approval workflows for AI actions, decide what an agent may do autonomously, or fix approval fatigue in an existing loop. Produces an action-tier policy, approval UX spec, escalation rules, and audit-trail requirements.

Who uses this skill

The Human In The Loop Design Claude Code skill is built for security engineers, penetration testers, DevSecOps practitioners, and development teams hardening codebases and infrastructure. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 163,000+ 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/human-in-the-loop-design
curl -L https://claudskills.com/skills/human-in-the-loop-design/SKILL.md \
  -o ~/.claude/skills/human-in-the-loop-design/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/human-in-the-loop-design/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/human-in-the-loop-design/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\human-in-the-loop-design\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.

See pricing → Download desktop app

Frequently asked questions

How do I install the Human In The Loop Design Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/human-in-the-loop-design/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Human In The Loop Design skill do?
Design the human approval surface for an agent system — which actions gate, how approvals batch without becoming rubber stamps, and what the audit trail must hold. Use when asked to add human oversight to an agent, design approval workflows for AI actions, decide what an agent may do autonomously, or fix approval fatigue in an existing loop. Produces an action-tier policy, approval UX spec, escalation rules, and audit-trail requirements. For specifying the whole agent use agent-spec; for the per-skill execution gates see the Execution-block pattern in SKILLSPEC §5.
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 Human In The Loop Design skill?
Use Human In The Loop Design when your Claude Code task falls under the Security category — specifically in the compliance 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 Human In The Loop Design" or describe the task and let Claude pick). Browse related skills at /category/security/.
What is a Claude Code skill and how does the Human In The Loop Design 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. Human In The Loop Design is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Security 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
mohitagw15856. (2026). Human In The Loop Design [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/human-in-the-loop-design/
BibTeX
@misc{human-in-the-loop-design-2026,
  author    = {mohitagw15856},
  title     = {Human In The Loop Design [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/human-in-the-loop-design/}
}

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Security scan

Grade A · scanned 2026-07-28 — 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 ›

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