Skills for Real Engineers. Straight from my .agents directory.
human-in-the-loop
Agent skill frommvschwarz/openrig
Use when classifying a slice closeout (auto-continue / human gate / park), routing a real decision to a human, or designing a human queue/dashboard surface. Treats humans as durable network participants with attention surfaces, queues, and decision records — escalation lands as a durable attention item, not a chat message. Approval is NOT required for every clean closeout; the default RSI conveyor continues unless an explicit human gate is reached.
How to install human-in-the-loop
npx skills add mvschwarz/openrig# or add only this skill to Claude Code: copy the folder
skills/_canonical/core/human-in-the-loop/
# into
~/.claude/skills/human-in-the-loop/ (all projects)
.claude/skills/human-in-the-loop/ (one project)
1# Human In The Loop23The primitive that treats humans as **durable network participants** —4attention surfaces, queues, decision records, routing semantics — not5as ad-hoc chat receivers.67**Autonomy is not the absence of humans; it is knowing when human8judgment is needed and making that handoff crisp.**910## Use this when1112- A slice closeout needs classifying: auto-continue, human gate, or park13- A real decision needs to land in front of a human (usage limits, provider auth, roadmap tradeoff, product-intent ambiguity)14- Designing a human queue/dashboard surface15- Returning a hot potato to orchestration after human approval1617## Don't use this when1819- The slice closeout is clean and `PROGRESS.md` already names the next safe slice. **Default RSI conveyor continues; do NOT manufacture a human gate.**20- The escalation is just a status update. Humans are participants for *decisions*, not narration.21- The next owner is another agent. Use queue-handoff, not human-in-the-loop.2223## The 3-class closeout classification2425In a productized daemon-backed version, closeout classifies the next26step BEFORE touching the human queue:2728| Class | When | Action |29|---|---|---|30| **auto-continue** | Slice closes cleanly, next named slice in workstream plan | Mark closed; create next-owner qitem from plan |31…
Excerpt shown under the repository's Apache-2.0 license.
More skills in openrig
Similar skill repositories
Public repository for Agent Skills
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Production-grade engineering skills for AI coding agents.
The 1st Collaborative AI Design Agent Workspace. Local-first and open source. Create motion, prototypes, websites, apps, dashboards, presentations, images, and videos with your team and AI agents. Share work, exchange feedback, and iterate together in one workspace.
Turn any idea, plan, or codebase into a beautiful interactive diagram. An agent skill for Claude Code, Codex, and more.
