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Weekly Cowork System Auditor
A structured governance auditor to optimize AI project instructions, clean up context, and manage workspace health.
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See it in action
You say
Run a weekly audit of my AI project. I have attached my current project instructions and a list of installed skills. My goals for the next quarter are to improve client reporting and research automation. Produce a health report and suggested updates.
Your agent does
The skill reviews the supplied project instructions for outdated goals, unclear rules and missing preferences, assesses the installed skills list for overlap and gaps relative to the stated quarterly goals, identifies any scheduled tasks or connectors where status cannot be confirmed and marks them as Needs Validation, and produces a structured health report with an executive summary, section-by-section findings, recommended changes with priority ratings, exact replacement text for instruction updates, and a specific action tracker with target dates and validation points.
What you get
About this skill
What it does
This skill acts as an automated governance officer for your AI development environment. It conducts a comprehensive weekly audit of your Claude Projects, Cursor workspaces, or custom AI agents by analyzing project instructions, skill manifests, memory files, and automated workflows. It identifies technical debt in your prompts, outdated context, and broken automation assumptions to keep your workspace lean and efficient.
Why use this skill
As AI projects grow, "prompt rot" and context clutter often lead to assistant hallucinations or degraded performance. Prompting an AI yourself often misses the holistic view of how different instructions and skills interact. This skill provides a systematic framework to ensure your project instructions stay aligned with your 3-6 month goals, your toolset is optimized, and your persistent memory remains clean and relevant.
Supported tools
- AI Project Workspaces (Claude Projects, Cursor, etc.)
- Custom GPTs and Assistant configurations
- Automated task schedules and recurring workflows
- External tool connectors and skill manifests
The output
You receive a structured System Health Report including a workspace health score, a detailed audit of existing instructions, and an actionable tracker. For environments without direct file-writing access, it generates high-quality replacement text blocks and patch instructions for you to copy-paste.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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