·diagnostics
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diagnostics

Verify setup and troubleshoot the Personize stack — memory, governance, pipelines, and workspaces. Two modes: VERIFY (proactive, after setup) and FIX (reactive, when something breaks). Use this skill whenever the user says something isn't working, gets errors, sees empty recall results, has bad extraction quality, hits rate limits (429), or wants to verify their setup. Also trigger when they mention debugging Personize, testing their integration, health checks, smoke tests, 'why is recall returning nothing', 'my pipeline is failing', or 'guidelines aren't showing up'. This is the go-to skill for anything broken or needing verification.

9Installs·1Trend·@personizeai

Installation

$npx skills add https://github.com/personizeai/personize-skills --skill diagnostics

How to Install diagnostics

Quickly install diagnostics AI skill to your development environment via command line

  1. Open Terminal: Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.)
  2. Run Installation Command: Copy and run this command: npx skills add https://github.com/personizeai/personize-skills --skill diagnostics
  3. Verify Installation: Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw

Source: personizeai/personize-skills.

SKILL.md

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| Interface | How it works | Best for |

| SDK (@personize/sdk) | Run verification scripts locally | Developers, CI/CD | | MCP (Model Context Protocol) | Use memoryrecallpro, aismartguidelines tools interactively | Claude Desktop, ChatGPT, Cursor |

If the developer isn't sure what's wrong or just wants to verify everything works, run this:

Verify setup and troubleshoot the Personize stack — memory, governance, pipelines, and workspaces. Two modes: VERIFY (proactive, after setup) and FIX (reactive, when something breaks). Use this skill whenever the user says something isn't working, gets errors, sees empty recall results, has bad extraction quality, hits rate limits (429), or wants to verify their setup. Also trigger when they mention debugging Personize, testing their integration, health checks, smoke tests, 'why is recall returning nothing', 'my pipeline is failing', or 'guidelines aren't showing up'. This is the go-to skill for anything broken or needing verification. Source: personizeai/personize-skills.

Facts (cite-ready)

Stable fields and commands for AI/search citations.

Install command
npx skills add https://github.com/personizeai/personize-skills --skill diagnostics
Category
</>Dev Tools
Verified
First Seen
2026-03-10
Updated
2026-03-10

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Quick answers

What is diagnostics?

Verify setup and troubleshoot the Personize stack — memory, governance, pipelines, and workspaces. Two modes: VERIFY (proactive, after setup) and FIX (reactive, when something breaks). Use this skill whenever the user says something isn't working, gets errors, sees empty recall results, has bad extraction quality, hits rate limits (429), or wants to verify their setup. Also trigger when they mention debugging Personize, testing their integration, health checks, smoke tests, 'why is recall returning nothing', 'my pipeline is failing', or 'guidelines aren't showing up'. This is the go-to skill for anything broken or needing verification. Source: personizeai/personize-skills.

How do I install diagnostics?

Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/personizeai/personize-skills --skill diagnostics Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw

Where is the source repository?

https://github.com/personizeai/personize-skills