anti-pattern-audit

Score 25 anti-patterns from logs and memory to flag execution drift.

3|Updated Mar 22, 2026
One-click install
npx skills add https://github.com/CodeAlive-AI/ceo-ai-os --skill anti-pattern-audit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: anti-pattern-audit
Source: https://github.com/CodeAlive-AI/ceo-ai-os/tree/main/skills/anti-pattern-audit
Command: npx skills add https://github.com/CodeAlive-AI/ceo-ai-os --skill anti-pattern-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps founders and CEOs identify self-deception, weak assumptions, and execution mistakes before they become expensive operating problems.

Core Features & Use Cases

  • Monthly self-audit: Scores 25 common anti-patterns across strategy, sales, metrics, growth, and AI-era mistakes.
  • Evidence-based review: Uses daily logs, weekly reviews, and the current memory state to ground judgments in concrete observations.
  • Actionable outcome: Produces a clean scorecard, flags critical risks, and recommends the top corrective actions for the next month.

Quick Start

Ask the skill to review the past month’s logs, memory state, and weekly reviews, then generate the anti-pattern audit in the required scorecard format.

Frequently Asked Questions about anti-pattern-audit

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I audit my startup decisions for self-deception and execution drift?

To conduct a founder self-audit, score 25 common anti-patterns across strategy, sales, metrics, growth, and AI adoption. The audit grounds judgments in daily logs and weekly reviews to produce a scorecard that flags critical risks and prioritizes corrective actions.

What is an anti-pattern audit for CEOs and when should I run one?

An anti-pattern audit is a monthly CEO review process that scores 25 common founder mistakes to surface weak assumptions and execution drift. You should run one during your monthly retrospective to catch operating problems before they scale into expensive mistakes.

How do I review my monthly logs and memory notes to generate a founder scorecard?

Review past monthly logs, memory state, and weekly reviews to generate a founder scorecard by applying structured scoring to 25 anti-patterns. This produces evidence-based judgments, flags critical risks, and outputs a prioritized action list for the next month.

Can I use a self-audit to catch AI adoption mistakes and growth strategy errors?

Yes, you can use a self-audit to catch AI adoption mistakes and growth strategy errors because the 25 anti-patterns evaluated specifically cover strategy, sales, metrics, growth, and AI-era execution drift. It identifies weak assumptions across these areas to prevent operating problems.

What's the best way to identify founder blind spots before they become operating problems?

The best way to identify founder blind spots is an evidence-based review that scores self-deception patterns using your daily logs and memory state. This generates a clean scorecard flagging critical risks and recommending top corrective actions before issues scale.