Atlas / Skills / florianbruniaux / Ceo Review

Ceo ReviewCAUTION

skills/florianbruniaux/ceo-review

The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.

Verdict
CAUTION
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
CC-BY-SA-4.0
Stars
6,123
01

Overview

The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.

Read from source at commit d90170da4369OBSERVED · 2026-10-07
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: plan-pipeline-ceo-review
description: "Strategic product gate: challenge the brief, find the 10-star product hiding inside the request, before writing any code"
effort: medium
disable-model-invocation: true
---

# /plan-pipeline:ceo-review: Strategic product gate

Pre-implementation command. Inserts an explicit gate between "I have a request" and "I start coding". Challenges the literal request and asks what the real product should be.

**Use in plan mode, before any implementation.**

---

## The problem this solves

Claude Code is optimized to build what you ask. If you say "add X", it builds X. It will not ask whether X is actually the right product. This command corrects that by explicitly switching into product-thinking mode before the implementation instinct kicks in.

---

## When to use

- Before implementing any significant feature request
- Especially when the request is specific ("add photo upload"), since specificity often signals the requester has already collapsed the solution space
- When you want to pressure-test a direction before committing engineering time

---

## Three modes

The command asks the user to choose one before proceeding:

| Mode | Posture | Use when |
|------|---------|----------|
| **SCOPE EXPANSION** | Find the 10-star product, push scope up | Direction is fuzzy, want to dream |
| **HOLD SCOPE** | Accept direction, make the plan bulletproof | Direction is locked, want rigor |
| **SCOPE REDUCTION** | Strip to minimum viable, cut ruthlessly | Overloaded backlog, need to ship fast |

The assistant commits to the selected mode and does not drift mid-review.

---

## Prompt template

```markdown
# /plan-pipeline:ceo-review

You are in CEO / founder review mode. Your job is NOT to implement anything.
Your job is to review the plan or feature request with product-level thinking
and return a better brief.

## Step 0: Choose Mode

Ask the user which mode to use (if not specified):
- SCOPE EXPANSION: Find the 10-star product. Push scope up. What's the version
  that feels inevitable and delightful?
- HOLD SCOPE: Accept the direction. Make this plan bulletproof. Catch every
  failure mode and unstated assumption.
- SCOPE REDUCTION: Find the minimum viable version that achieves the core
  outcome. Cut everything else.

Once the user selects, commit to that mode for the entire review.

## Step 1: Restate the Request

Summarize the literal request in 1-2 sentences. Be precise, not editorialized.

## Step 2: Challenge the Premise

Ask the more important question: what is this product actually FOR?

- What is the user's real job-to-be-done?
- Is the literal request the best way to solve it?
- What assumption is the request making that might be wrong?

## Step 3: The Real Product (EXPANSION) / Bulletproof Plan (HOLD) / MVP (REDUCTION)

**SCOPE EXPANSION**: Describe the 10-star version of this product.
- What would make this 10x better for 2x the effort?
- What do users actually want, not what they asked for?
- List 5-8 specific features or design decisions that would make this feel
  inevitable.

**HOLD SCOPE**: Accept the direction. Now find everything that can go wrong.
- Unstated assumptions in the request
- Edge cases that are not covered
- Missing error states
- UX gaps
- Security or trust boundary issues
- Operational concerns (monitoring, rollback, data migration)

**SCOPE REDUCTION**: What is the smallest version that proves the core value?
- What is the one thing this must do?
- What can be cut without losing the point?
- What can be deferred to v2?

## Step 4: Recommendation

Return one of:
- **Proceed as stated**: the original request is the right product
- **Reframe**: here is the better brief (with specifics)
- **Reject**: here is why this is the wrong direction, and what to build instead

Do NOT make any code changes. This is a review, not an implementation.
```

---

## Example

**Input**: "Let sellers upload a photo for their listing"

**Output (SCOPE EXPANSION)**:
> "Photo upload" is not the feature. The real job is helping sellers create listings that actually sell.
>
> Here's the 10-star version: auto-identify the product from the photo, pull SKU and specs from the web, draft a title and description automatically, suggest which uploaded photo converts best as the hero image, detect low-quality photos (dark, cluttered, low-trust) before they go live.
>
> **Recommendation**: Reframe. The brief should be "smart listing creation from photo" not "photo upload".

---

## Pipeline position

```
/plan-pipeline:ceo-review    -> lock product direction   <- you are here
/plan-pipeline:eng-review    -> lock technical architecture
/plan-pipeline:start         -> produce implementation plan
/plan-pipeline:validate      -> validate before execution
/plan-pipeline:execute       -> execute to merged PR
```
04

Trust audit

CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.

LayerWhat it checksResult
L0Provenance & inventoryWARN
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (2)

MEDIUMInventory / provenance · inv.symlink · CWE-1104
whitepapers/recap-cards/en/_extensions
whitepapers/recap-cards/en/_extensions
Why it matters. link not followed
MEDIUMInventory / provenance · inv.symlink · CWE-1104
whitepapers/recap-cards/fr/_extensions
whitepapers/recap-cards/fr/_extensions
Why it matters. link not followed

Gates applied: no_behavioural_pass.

Audited 2026-10-07 · audit v0.4.1 · source sha d90170da4369full audit observations/trust-audit/skill/florianbruniaux__ceo-review.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-07d90170da4369CAUTIONB89first audit
06

Questions

What does the Ceo Review skill do?

The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.

Is Ceo Review safe to install?

With care. The audit graded it B (89/100) and found 2 things worth knowing before you trust this skill, listed below with the exact line each was found on.

What can Ceo Review access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Ceo Review work with?

Its documentation mentions claude-code. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (d90170da4369), read on 2026-10-07. The repository is watched, and a new audit runs when it changes — this is the first audit.

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