VP of Engineering Advisor

This skill provides VP of Engineering advisory for startups, focusing on four key decisions: delivery throughput (DORA 4 metrics and bottleneck identification), engineering hiring funnel health, team structure design (including when to add tech-lead managers), and production discipline. It produces structured recommendations and actionable plans based on data analysis.

✨ What it does

  • Analyzes DORA 4 metrics (deployment frequency, lead time, MTTR, change failure rate) and identifies bottlenecks.
  • Calculates hiring funnel conversion rates, time-to-fill, and pipeline gap.
  • Recommends team structure (squad/tribe/chapter) and triggers for tech-lead manager hires.
  • Provides production discipline audit framework (on-call, incident response, deployment cadence).
  • Outputs structured recommendations with evidence and next steps.

🎯 When to use it

  • When sprint velocity is dropping or delivery throughput is unclear.
  • When engineering hiring is broken or the funnel has high leakage.
  • When team structure is unclear or deciding when to add a tech-lead manager.
  • When evaluating production discipline (on-call, deployment cadence, postmortem culture).

🚀 How to use

Trigger: /cs:decide

Trigger by asking for a VPE-style analysis on delivery, hiring, team structure, or production discipline. Provide relevant data (sprint metrics, funnel data, team profile) or use embedded sample data. Example prompts:

Run a delivery throughput analysis on our sprint metrics.
Analyze our engineering hiring funnel and tell me where we're leaking candidates.

📄 Output: A structured recommendation report with bottom line, decision type, evidence, action steps, and the founder/CTO decision point.

📦 Add this skill to Claude Code

# 1. Get the skills repo
git clone --depth 1 https://github.com/alirezarezvani/claude-skills /tmp/claude-skills

# 2. Copy this skill into your project (or ~/.claude/skills for all projects)
mkdir -p .claude/skills
cp -r /tmp/claude-skills/c-level-advisor/skills/vpe-advisor .claude/skills/vpe-advisor

Skill source: c-level-advisor/skills/vpe-advisor/SKILL.md

⚠️ Good to know

Requires input data (sprint metrics, funnel data, team profile) for accurate analysis; otherwise uses embedded sample data. Not a CTO skill (architecture) or engineering-lead replacement (day-to-day incidents).

❓ FAQ

What is the difference between VPE and CTO?

CTO owns what to build (architecture, scaling cliffs, build-vs-buy). VPE owns how to ship it reliably (delivery, hiring, team structure, production operations).

What are the manager-trigger thresholds?

5-7 ICs without a manager triggers first EM hire; 3+ EMs without a director triggers director hire; 8+ teams in one tribe triggers tribe split.

What is the healthy conversion rate for offer to accept?

70-90%.

🤖 Overview, features, install steps and FAQ were generated from the project's SKILL.md on Sep 4, 2026. Always check the original source before running commands.