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closed-loop-delivery
Use when a coding task must be completed against explicit acceptance criteria with minimal user re-intervention across implementation, review feedback, deployment, and runtime verification.
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Use when a coding task must be completed against explicit acceptance criteria with minimal user re-intervention across implementation, review feedback, deployment, and runtime verification.
Based on SOC occupation classification
Optimize pull requests for quick approval and merging by ensuring clean diffs, comprehensive self-reviews, and structured documentation.
Frontend design entry point: direction, design system, visual philosophy. Use whenever building or touching the look of any web UI (components, pages, dashboards, React/Vue/HTML-CSS) or when the user says "make this look better", "fix the spacing/layout", or mentions styling, color, type, or polish.
Render the UI and prove it's balanced + usable: a deterministic layout audit (centroid / optical-center / pixel-oracle balance via explicit math + annotated screenshot) plus a vision-judged Nielsen usability audit by a separate fresh-eyes judge. The measurement layer taste-only design skills lack.
Automated visual tuning: a vision or video model rates rendered variants in a loop. Render several labeled variants into one artifact, ask the model to rate them and suggest better values, render the suggestions, ask it to pick the best, repeat until good — the model is the eye, you run the loop.
Human-in-the-loop web studio to tune AI-generated output by eye. Stand up a local interactive studio (sliders, pickers, drag handles) or an inline edit/highlight/comment annotation studio for prose & media, instead of guessing values or shipping a static comparison grid.
macOS screen recorder that captures the main display PLUS system audio via ScreenCaptureKit — no BlackHole/loopback driver, no sudo, just the standard Screen Recording permission. CLI-driven; fills the headless-screen-recording-with-system-sound gap QuickTime and `screencapture -v` can't.
| name | closed-loop-delivery |
| description | Use when a coding task must be completed against explicit acceptance criteria with minimal user re-intervention across implementation, review feedback, deployment, and runtime verification. |
| risk | safe |
| source | community |
| date_added | 2026-03-12 |
Treat each task as incomplete until acceptance criteria are verified in evidence, not until code is merely changed.
Core rule: deliver against DoD (Definition of Done), not against code diff size.
Use this skill when:
Do not use this skill for:
Before execution, define these once:
dev by default)2)If acceptance criteria are missing, request them once. If user does not provide, propose a concrete default and proceed.
Before execution, prefer using create-issue-gate.
ready and execution gate is allowed, continue.draft, do not execute implementation/deploy/review loops.Define DoD
Implement minimal change
Verify locally
Review loop
Dev deploy + runtime verification
dev when runtime behavior matters.Completion decision
Avoid noisy short polling by default. Use batched windows:
3m, collect delta comments/reviews6m, collect delta again10m, collect all remaining visible comments/reviewsAt each round:
10m round, stop waiting and proceed with all comments visible at that pointIf CI is still running, align polling to check completion boundaries instead of fixed rapid polling.
Require explicit user confirmation for:
Stop and escalate with a concise blocker report when:
2 default)Escalation report must include:
When claiming completion, always include:
Do not claim success without evidence.