01
It starts by itself
monthly Cursor rules review. Runs in Claude Code routine or cron.
- ↻ monthly Cursor rules review
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stark-ai-de · 3K installsCursor Memory Curator skill
Runs by itself, monthly Cursor rules review.
Cursor rules stay current and safe.
Install the Cursor Memory Curator skill and make it a habit: follow https://gethabit.dev/skills/stark-ai-de/cursor-memory-curator.md
- 1Copy
- 2Paste into Claude Code, Codex or Cursor
- 3It runs by itself
3K installs8 starsApache-2.0 licenceSource on GitHub ↗
Cursor Memory Curator
by stark-ai-de · 3K installs
The skill
The cursor memory curator skill audits Cursor project rules, .cursorrules, AGENTS.md and memory-bank context for stale, conflicting, ignored or sensitive guidance, then routes review, planning or backed-up cleanup.
Only when you ask.
The habit
Cursor rules stay current and safe.
↻ Runs by itselfmonthly Cursor rules review
How the habit works.
You don't have to.
When does it start? How does it check its work? What does it remember?
One run, step by step.
Then it stops.
Stops after one review record per run; cleanup needs your separate request.
- 01
Announce the route
The agent names review-file as the selected route, the target paths and that nothing will be changed.
- 02
Inventory context
It runs node scripts/inventory-cursor-context.mjs --repo . without dumping file contents.
- 03
Scan for risks
It runs node scripts/scan-cursor-context-risks.mjs --repo . --json, where exit 1 means findings.
- 04
Parse rule metadata
It reads description, globs and alwaysApply in each .mdc file and flags plain .md rules as ignored.
- 05
Classify claims
Each atomic rule gets one label such as KEEP, MOVE TO AGENTS.md or DELETE, plus risk tags and confidence.
- 06
Write the record
It fills assets/review-report-template.md into one new redacted record and makes no cleanup.
What it may do.
Nothing more.
It writes only in its own folder and asks you before anything goes out.
- Writes only in.agent-reports/cursor-memory-curation/**
- Talks tono outside service
- Sendsnothing
- Your OKNothing goes out, so it needs no OK.
Is it for you?
Use it when it fits.
Read both lists. If the left one sounds like you, the Cursor Memory Curator skill helps.
Use it when
- ✓ Cursor follows outdated rules
- ✓ rule files conflict
- ✓ you suspect secrets in rules
Skip it when
- – you need Codex memory reviewed
- – you only edit ordinary docs
Cursor Memory Curator skill, answered.
Does it edit User or Team Rules?
No. The skill keeps those manual and only gives recommendations.
Why are some .md rules flagged?
Plain .md files under .cursor/rules lack the metadata Cursor reads, so the skill suggests converting them to .mdc or moving them to AGENTS.md.
How do I install the Cursor Memory Curator skill?
Copy the prompt at the top into your agent. It installs the skill from stark-ai-de/agent-skills and sets up the habit. Or run npx skills add stark-ai-de/agent-skills --skill cursor-memory-curator.
Is the Cursor Memory Curator skill free?
Yes. It is published under Apache-2.0. Habit is free too.
Cursor Memory Curator. Now as a habit.
Install the Cursor Memory Curator skill and make it a habit: follow https://gethabit.dev/skills/stark-ai-de/cursor-memory-curator.md
All stark-ai-de skills →More ops skills →
Works in
- Claude Code
- Codex
- Cursor
- ChatGPT
- Claude app
Made by stark-ai-de, published under Apache-2.0. Habit links to the original and never changes it. Is this your skill?