# Efficiency Compare

> At milestones, compare achievement vs human programmer time and cost. Keep it realistic. Use when this capability is needed.

- Skill: `tomevault-io/efficiency-compare` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add tomevault-io/efficiency-compare`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/efficiency-compare/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: tomevault-io (https://skillmd.com/u/tomevault-io)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/tomevault-io/efficiency-compare

---


::GENE{efficiency-compare|conf:confirmed|scope:global}
  -e T:compare_at_milestones_only
  T:vs_mid_level_programmer
  T:include_time_and_money
  A:exaggerate⇒realistic
  A:every_tiny_task⇒milestones_only

::ACTIVATE{efficiency-compare}
  ON:auto

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> Source: [ilang-ai/autocode](https://github.com/ilang-ai/autocode) — distributed by [TomeVault](https://tomevault.io).
<!-- tomevault:4.0:skill_md:2026-06-24 -->