Review Queue Builder with AI
Scaffold a human-in-the-loop review queue for any agent. Agent drafts → queue holds → you approve → action ships. Drop-in pattern: file-based queue, minimal Astro UI, one-click approve. The pattern every AI-native workflow needs.
Download Skill File ↓What this skill file teaches Claude
Drop one markdown file into your repo. Claude Code learns how to run this entire workflow.
Standard queue schema
Every queued item is one JSON file: type, payload, draft, action-on-approve, action-on-reject, metadata. Works for any agent.
Astro review page (drop-in)
Minimal mobile-friendly review UI: title, draft, edit-in-place, approve button, reject button. Filters by agent type.
Approve → action handler
Approve triggers a Netlify Function that fires the action (send email, post to LinkedIn, charge card). Logs the action to the CRM.
Edit-in-place before approve
The draft is the agent's first pass. You can edit before approving. Edits are diff-logged so the agent can learn from your changes.
Reject → feedback loop
Reject prompts for a one-line reason. Stored with the queued item so future agent runs can learn what gets rejected and why.
What you can build with this
Review queue for AR chaser
AR Chaser drafts follow-up emails → queue → you approve → Resend sends. Three files added to the AR Chaser skill = full review loop.
Review queue for outbound DMs
LinkedIn / cold email agent drafts messages → queue → swipe-style mobile review → approved drafts go to the send queue. The pattern that lets you ship 100 personalised messages a week safely.
Review queue for content drafts
Content pipeline agent drafts blog post / IG carousel → queue → review with brand check → publish on approve.
Get the full skill file
Everything above is 80% of the skill file. Download the complete version with full implementation details, agent prompts, and ready-to-run scripts.
Common questions
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