Agent skill · writing content · aiskillstore
resume-bullet-extraction
Auto-invoke after task completion to generate powerful resume bullet points from completed work.
Why this skill is useful
Provides structured templates and quantification techniques for crafting impactful resume bullet points that the AI wouldn't generate reliably on its own.
What it needs
About 3k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Resume Bullet Extraction "Your resume isn't a job description. It's a highlight reel of impact." Purpose Transform completed work into powerful resume bullet points that demonstrate value and technical competence. --- The Bullet Formula Components Component Purpose Example ----------- --------- --------- Action Verb Shows initiative Engineered, Architected, Optimized What You Did The accomplishment JWT authentication system Technical Context Shows skill using React, Node.js, Redis Impact Why it matters reducing auth errors by 40% --- Strong Action Verbs Building/Creating Engineered Architected Developed Implemented Built Designed Improving Optimized Enhanced Refactored Modernized Streamlined Accelerated Problem Solving Resolved Debugged Eliminated Reduced Prevented Mitigated Leading/Collaborating Led Spearheaded Collaborated Mentored Coordinated --- Impact Quantification Always try to quantify. If you can't measure directly, estimate reasonably. Performance "reducing load time by 60%" "improving response time from 2s to 200ms" "handling 10,000+ concurrent users" Reliability "achieving 99.9% uptime" "eliminating production errors" "reducing bug reports by 50%" Business "increasing user retention by 25%" "supporting 50,000 monthly active users" "saving 10 hours/week of manual work" Scale "processing 1M+ transactions daily" "managing 500GB of user data" "serving 100+ API endpoints" --- Bullet Templates Feature Implementation Performance Optimization Bug Fix / Problem Solving Architecture / Refactoring --- Quality Checklist [ ] Starts with strong action verb (not "Responsible for") [ ] Includes specific technologies [ ] Has quantifiable impact OR clear business value [ ] Is one concise sentence [ ] Avoids jargon recruiters won't understand [ ] Demonstrates ownership ("I" is implied) [ ] Would make sense to a technical interviewer --- Bad vs Good Examples Bad Good --- Extraction Flow Step 1: Identify the Highlight "What's the most impressive aspect of what you just built …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/resume-bullet-extraction