How do I install the Slate Ar Quality skill?

Run npx skillmds@latest add lofcz/slate-ar-quality in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Slate Ar Quality safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Slate Ar Quality?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Slate Ar Quality free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Slate Ar Quality?

lofcz (@lofcz) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Slate Ar Quality by lofcz — Agent Skill

Name: Slate Ar Quality
Author: lofcz

Slate Ar Quality

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.

lofcz 2eede18 1.7 KB Updated Sep 17, 2026

File contents

Slate AR Quality

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.

Frequently asked questions