improve-token-efficiency

improve-token-efficiency is a Context window & token budget skill for AI agents, published by jha0313 in the skills_repo repository on GitHub. Skillspace rates improve-token-efficiency C (73/100) and it passed the safety scan; the rating is based on static analysis only.

Claude Code 세션 JSONL 로그를 파싱하여 토큰/컨텍스트 효율 리포트(HTML 대시보드 + $ 절감안)를 생성하는 스킬. '토큰 효율 분석', '세션 효율', '비용 분석', 'Claude Code usage report', 'analyze token efficiency', 'show session cost', 'improve token efficiency', 'efficiency score', 'how much did I spend on Claude', 'session report' 등의 요청에 반드시 트리거할 것. 사용자가 레포의 Claude Code 사용 패턴/비용/효율을 알고 싶어하거나 어떻게 줄일지 문의할 때 사용. 단일 세션이 아니라 '여러 세션 전체'에 대한 집계·점수화·시각화가 필요한 모든 경우에 적용.

Grade
C
Quality
73 / 100
Safety
Passed
GitHub stars
88

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubjha0313/skills_repo

Our review

Architecture
94 / 100
Maturity
Structured: ships references or scripts
Security scan
Low-risk patterns
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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