skills
leemysw/skills
An AI-powered resume review and optimization coach that evaluates candidates from a recruiter's perspective using the STAR/BAR framework. It parses documents, scores resumes across multiple dimensions, and rewrites content without fabricating data.
14 0MITUpdated 2026-04-29
68
GoodOverview
This skill acts as a professional career consultant and headhunter, analyzing resumes against specific job descriptions (JDs). It breaks down evaluations into structured metrics such as targeting precision, narrative quality, quantitative metrics, and phrasing. Crucially, it enforces strict anti-fabrication guidelines, ensuring that any rewritten resume relies entirely on truthful information from the original document while optimizing action verbs and narrative structures.
Capabilities
- ▸Parse PDF, DOCX, TXT, and Markdown resume files via python script
- ▸Score resumes on a 100-point scale across five professional dimensions
- ▸Perform multi-JD matching analysis with customized fit scores
- ▸Rewrite and optimize resume text using strict factual grounding rules
- ▸Export comprehensive feedback and optimized text into structured Markdown reports
Best for
Evaluating and scoring candidate resumes against specific job descriptions, Identifying resume weaknesses and providing concrete, line-by-line rewrite suggestions, Optimizing resume text using STAR/BAR frameworks without hallucinating metrics, Performing multi-JD matching analysis for candidates applying to multiple roles
Works with
Claude Code
Evoa Score breakdown= Σ (score × weight)
68Task usefulness20%88 → +17.6
実タスクにどれだけ役立つか（機能の豊富さ・用途の明確さ）。 — AIによるcapabilities/use-cases解析
Code quality15%85 → +12.8
実装・指示の品質。 — AIによるSKILL.md/README解析
Maintenance15%70 → +10.5
リポジトリがどれだけ活発に保守されているか。 — GitHub 最終push日時の新しさ
Documentation12%40 → +4.8
ドキュメントの充実度・分かりやすさ。 — README/独自要約の情報量
Security15%80 → +12.0
危険・不審な挙動が無いか。 — AIによるセキュリティレビュー
Originality10%65 → +6.5
ありふれたラッパーではない独自性。 — AIによる独自性判定
Popularity8%29 → +2.3
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%25 → +1.3
対応AIエージェントの広さ。 — AIによる対応エージェント判定
Weighted total67.7 / 100
ライセンス不明/制限あり（Red）のSkillは総合スコアに0.85倍の補正を適用します。 ランキングはこのScoreのみで決まり、広告で変わりません。 算出方法の詳細 →
Security considerations
Executes a local Python parser script on user-provided resume files. Users should ensure resume files do not contain sensitive credentials, though local execution limits data exposure.
Categories
Summary and analysis are original content generated by AI Skills Rank. The skill's source text is not reproduced here — view it on the linked repository.