Slate AR Quality

SkillDev tools

Lets your agent run automated research to find quality gaps in APIs, docs, architecture, and tests.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Slate AR Quality skill

About this capability

Slate v2 quality-gap Autoresearch shortcut. Runs deep-research and quality-gap loops for API/DX/architecture/test coverage gaps, then routes accepted findings to slate-patch, slate-plan, slate-ar-gate, or slate-ar-perf.

What this skill tells your AI

The instructions your AI receives, as published by udecode/plate in .agents/skills/slate-ar-quality/SKILL.md and read by ahel’s review.

Handle $ARGUMENTS by loading slate-ar and running its quality-gap mode.

Use this when the user wants to perfect a Slate v2 surface beyond a single bug: API/DX gaps, architecture gaps, missing behavior coverage, docs/reference holes, example quality, or broad "make this better" research.

Contract

  • Target cwd is .tmp/slate-v2.
  • Use generic Codex Autoresearch research and quality-gap mechanics through slate-ar.
  • Keep durable state under .tmp/slate-v2/autoresearch.research/<slug>/.
  • quality_gap=0 closes the current accepted checklist only. It does not mean discovery is permanently complete.

Commands

Use Codex Autoresearch directly through the slate-ar wrapper:

<autoresearch-cli> research-setup --cwd .tmp/slate-v2 --slug "<slug>" --goal "<goal>"
<autoresearch-cli> quality-gap --cwd .tmp/slate-v2 --research-slug "<slug>" --list
<autoresearch-cli> gap-candidates --cwd .tmp/slate-v2 --research-slug "<slug>"

Use gap-candidates --apply only after inspecting the candidates and deciding the write scope is safe.

Routing

  • Correctness gap with missing oracle: slate-patch.
  • Test/behavior suite gap where the oracle exists: slate-ar-gate.
  • Performance gap: slate-ar-perf.
  • Public API/runtime architecture gap: slate-plan.
  • Generic measured loop gap: slate-ar.

Do not use this as a substitute for a direct bug fix. If the failing behavior is already known and reproducible, use slate-patch.

Signals

GitHub stars
17k
Forks
996
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
slate-ar-quality
Source
github.com/udecode/plate