菜单
/cs:vpe-review <plan> — Throughput-first VP of Engineering interrogation of any plan that touches delivery, eng hiring, team structure, or production discipline. Use when cycle time balloons, DORA metrics slide, or before committing to an eng hiring wave or a reorg.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Use when someone wants to decide whether a meeting is worth calling, price a meeting in dollars, build a timeboxed agenda with desired outcomes, or turn messy meeting notes into owned action items — or says "should this be a meeting", "/cs:meeting-prep", or "/cs:meeting-actions". Runs a cost gate (ASYNC / NOT-READY / MEET), builds a decision-first agenda, and extracts an owner + due-date checklist that flags every orphan.
Use when someone wants to plan a deep work day, time-block their calendar or task list, budget or cut shallow work, protect focus hours, track deep-work sessions and streaks, run an end-of-day shutdown ritual, or says "/deep-work" or "/time-block". Classifies tasks deep vs shallow, builds an energy-first time-blocked schedule that refuses deep demand past the 4-hour ceiling, batches shallow work into at most two windows, and logs focus sessions against a weekly target.
Turn any domain folder of skills into a bounded agentic loop: compile a goal into a verifiable task plan, execute tasks with the domain's own tools, verify every task with machine-run checks, retry with caps, escalate to a human when budgets exhaust, and refuse to close until everything is verified or explicitly waived. Use when you want an agent or subagent to pick up a goal and drive it to a verified close across one of this repo's 18 domains ('run this goal through the engineering harness', 'set up an agentic loop for marketing work', 'make the finance domain self-verifying'). NOT for authoring Claude Code Workflow-tool .js scripts (workflow-builder), N-agent tournaments on one task (agenthub), single-file metric optimization (autoresearch-agent), or discovering published loop recipes (loop-library).
Use when someone wants to run a weekly review, close open loops, audit stalled projects and commitments, get their system back to trusted, restart a lapsed review habit, or says "/cs:weekly-review". Walks David Allen's three-phase loop — GET CLEAR, GET CURRENT, GET CREATIVE — with deterministic scripts that inventory open loops, gate the checklist with named gaps, and score commitment health 0-100.
Convert a rambling description of a desired outcome into one polished, autonomous /goal prompt ready to paste into a fresh session. Use when the user says "/fable-goal", "turn this into a goal prompt", "write me a fable prompt", "write the prompt that builds X", or rambles about something they want made and asks for the prompt that makes it happen. The output is a single copy-paste prompt, never the build itself. Do NOT use when the user wants the thing built right now in this session — only when they want the PROMPT that will make it happen in a fresh session.
Use when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consolidation, or says things like 'make my agent better the more I use it', 'review my past sessions', 'learn my preferences', 'consolidate what you learned', 'run the sleep cycle', or wants to schedule offline self-optimization. Drives the skillopt_sleep engine: harvest past sessions -> mine recurring tasks -> replay offline -> consolidate validated CLAUDE.md and SKILL.md behind a held-out gate.
| name | vpe-review |
| description | /cs:vpe-review <plan> — Throughput-first VP of Engineering interrogation of any plan that touches delivery, eng hiring, team structure, or production discipline. Use when cycle time balloons, DORA metrics slide, or before committing to an eng hiring wave or a reorg. |
Command: /cs:vpe-review <plan>
The throughput-first VPE pressure-tests any plan touching eng operations. Six questions before any delivery commitment, eng hiring expansion, team restructure, or production-discipline change.
No DORA, no diagnosis.
delivery_throughput_analyzer.pyOne Elite metric and three Lows = bad. Four Highs = healthy.
"Can't find good engineers" is wrong.
eng_hiring_funnel_calculator.py5-9 ICs per squad; 5-8 ICs per EM; 4-6 EMs per director.
eng_team_structure_designer.pyLevel 1-5; aim for Level 3 at growth stage.
engineering/slo-architect/)If CTO is spending > 50% on management vs strategy, VPE is needed.
# 1. Delivery throughput
python ../../../skills/vpe-advisor/scripts/delivery_throughput_analyzer.py sprint_metrics.json
# 2. Hiring funnel
python ../../../skills/vpe-advisor/scripts/eng_hiring_funnel_calculator.py funnel.json
# 3. Team structure
python ../../../skills/vpe-advisor/scripts/eng_team_structure_designer.py team.json
# VPE Review: <plan>
**Date:** YYYY-MM-DD
## The Decision Being Made
[throughput | hiring | structure | production | VPE-vs-CTO]
## Delivery Throughput (if applicable)
- DORA overall: Elite / High / Medium / Low
- Worst metric: <DF | LT | MTTR | FR>
- Bottleneck: <stage> (X% of cycle time)
- Top fix: <action + owner>
## Hiring Funnel (if applicable)
- End-to-end conversion: X%
- Weakest stage: <stage>
- Pipeline gap: +N candidates needed
- Top fix: <specific action>
## Team Structure (if applicable)
- Recommended: <informal pods / squads / tribes>
- Manager trigger fired: yes/no
- Director trigger fired: yes/no
- Action: <hire EM | hire director | split squad>
## Production Discipline (if applicable)
- Current maturity level: 1-5
- Next practice to add: <specific>
- SLO coverage: X / Y services
## Verdict
🟢 SHIP | 🟡 SHARPEN | 🔴 BLOCK
## Next Steps
[3 concrete actions]
/cs:cto-review — for architectural causes of throughput problemscs-chro-advisor agent — for hiring funnel comp/leveling issues/cs:cfo-review — for cost-per-hire envelope and eng budget/cs:ciso-review — for production discipline + compliance overlap/cs:decide — log the verdict/cs:freeze 30 — on multi-year hiring commitmentscs-vpe-advisorvpe-advisor../../../../engineering/slo-architect/, ../../../../engineering/feature-flags-architect/, ../../../../engineering/chaos-engineering/Version: 1.0.0