ceo-weekly-review

Turn weekly founder notes and metrics into a structured CEO review.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill turns a founder’s weekly notes, metrics, and customer signals into a structured CEO review so you can spot real learning, avoid self-deception, and decide what to do next.

Core Features & Use Cases

  • Weekly dashboard synthesis: Combines founder-reported context with product and usage signals into a concise operating snapshot.
  • Belief and hypothesis review: Checks what changed this week, which experiments matter, and whether active work is still worth pursuing.
  • Self-deception detection: Flags common founder traps such as vanity progress, weak customer contact, or activity that does not improve conviction.
  • Next-week planning: Produces focused bets, kills, and asks tied to the company’s biggest constraint.
  • Use case: A founder runs this every Sunday to review the week, identify the most important learning, and enter the next week with clear priorities.

Quick Start

Ask the skill to run a weekly CEO review using the latest memory files, daily logs, and available product metrics, then return the dashboard, key insights, self-deception flags, and next-week focus.

Frequently Asked Questions about ceo-weekly-review

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

FAQPage Schema
How do I run a weekly CEO review to spot startup self-deception?▼

A weekly CEO review synthesizes founder notes, metrics, and customer signals to detect self-deception by flagging vanity progress and weak customer contact. It produces a dashboard, risk flags, and prioritized bets for the next week.

What is the best way to track startup hypotheses during a weekly review?▼

Tracking startup hypotheses during a weekly review involves checking which experiments changed your conviction and whether active work remains worthwhile. The review evaluates product, GTM, and execution experiments to decide what to kill or pursue.

Can I use PostHog data for founder pipeline diagnosis in my Sunday review?▼

Yes, you can use optional PostHog data for founder pipeline diagnosis in your Sunday review. The analysis reads available product usage metrics alongside memory files and daily logs to evaluate product-market fit and generate a concise operating snapshot.

How do I plan next-week priorities based on my startup's biggest constraint?▼

Plan next-week priorities by synthesizing weekly metrics and customer signals into focused bets, kills, and asks tied to your startup's biggest constraint. This ensures execution is directly focused on removing current operational bottlenecks.

What are common founder self-deception traps in a customer discovery loop?▼

Common founder self-deception traps in a customer discovery loop include mistaking vanity progress for real learning, maintaining weak customer contact, and pursuing activity that does not improve conviction. The review flags these risks explicitly.