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human-in-the-loop-design

100 / 100 · Low risk

Fine to try.

By mohitagw15856/pm-claude-skills (GitHub) · coding · 1,539 stars · scanned at commit edb6995

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 pe…

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Other copies in this repository

mohitagw15856/pm-claude-skills has 1 more folder with a skill named human-in-the-loop-design. This page shows the lowest-scoring copy.

• plugins/pm-agentnative/skills/human-in-the-loop-design 100/100 · Low risk

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'human-in-the-loop-design' ] || [ -L ~/.agents/skills/'human-in-the-loop-design' ]; then echo 'A skill folder named human-in-the-loop-design already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/mohitagw15856/pm-claude-skills' "$d" && git -C "$d" checkout --quiet 'edb6995427bac9d948775258a82aeecced60ceb1' -- 'skills/human-in-the-loop-design' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/human-in-the-loop-design' ~/.agents/skills/'human-in-the-loop-design' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'human-in-the-loop-design' ~/.claude/skills/'human-in-the-loop-design' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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