How does this skill achieve up to 96% token savings?

The skill caches the output of heavy commands like 'git status' and 'pytest'. If no files have changed since the last run, it retrieves the cached result instead of re-running the command and processing thousands of tokens of redundant text.

Is it possible to force a fresh run if the cache is stale?

Absolutely. You can use the --no-cache flag to bypass all stored results and force a complete, standard execution of all routine checks.

Can I use this for both morning and nightly routines?

Yes, the skill is designed to wrap around any standard PopKit routine using the --optimized flag, making it suitable for start-of-day prep and end-of-day cleanup.

Will the optimized routine miss recent code changes?

No. The skill includes logic to check if source files have been modified. If changes are detected, it automatically invalidates the cache and runs a fresh check to ensure accuracy.

Optimized Dev Routine

Name: Optimized Dev Routine
Author: jrc1883

byjrc1883

•

生産性とワークフロー

Optimizes morning and nightly development workflows using intelligent caching and selective execution to reduce AI token consumption by up to 96%.

The pop-routine-optimized skill is a high-efficiency utility for Claude Code designed to drastically lower operational costs and increase execution speed during daily development cycles. By implementing smart caching for Git statuses and test results, utilizing compact command flags, and skipping redundant checks when source files remain unchanged, it minimizes the context window load. This skill is essential for developers working on large-scale repositories who need to maintain rigorous health checks and 'Ready to Code' scores without hitting API limits or incurring unnecessary expenses.

主な機能

01Built-in performance measurement to track token savings and execution duration in real-time.

02Token-efficient command aliasing, such as using --short and --oneline flags for standard Git operations.

03Intelligent caching for Git status, test results, and linting to skip redundant operations.

045 GitHub stars

05Selective execution logic that triggers heavy tasks like TypeScript compilation only when relevant files change.

06Configurable TTL (Time-To-Live) settings for cache invalidation to ensure data accuracy.

ユースケース

01Optimizing local workflow automation to reduce LLM API billing and latency.

02Performing frequent repository health audits without exhausting Claude's context window.

03Running low-cost, high-speed morning 'Ready to Code' checks on massive enterprise codebases.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jrc1883/popkit-claude pop-routine-optimized

For use in Claude.ai and ChatGPT

Download Skill