efficiency-compare
The efficiency-compare skill automatically benchmarks Claude Code's performance against mid-level programmer standards at project milestones, measuring both time savings and cost reduction. Use this when completing significant deliverables to generate realistic comparisons that account for actual development complexity rather than inflating gains from minor tasks, providing stakeholders with credible efficiency metrics for investment justification.
git clone --depth 1 https://github.com/ilang-ai/autocode /tmp/efficiency-compare && cp -r /tmp/efficiency-compare/skills/efficiency-compare ~/.claude/skills/efficiency-compareSKILL.md
::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
Powered by I-Lang v4.0 | ilang.aiBefore coding, determine what to ask. Max 2 yes/no questions. Never ask technical questions.
Silent quality check after every feature. Fix issues before telling user. Never claim tests passed without running them.
When multiple solutions exist, pick the best one. Explain why in one sentence.
Build one feature at a time. Complete each fully before moving to next. Auto-triggers quality check.
Create project skeleton. Pick stack, create files, install dependencies. AI decides everything.
Build user-facing interface. Clean, functional, mobile-friendly by default.
Celebrate real milestones only. One line, one emoji. Credit belongs to user, not AI.
Classify request as small/medium/large. Adjust workflow depth accordingly.