resume-screener-pro完整招聘解决方案 - 四阶段一站式流程（简历筛选→面试设计→面试评估→最终推荐）。整合Topgrading方法论、绩效预测、ATS优化、bias控制和深度追问技巧，适合HR招聘负责人、猎头、面试官使用。V3.0 超级增强版。
Install via ClawdBot CLI:
clawdbot install wuritu/resume-screener-proGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 15, 2026
A fast-growing startup needs to screen 50+ resumes for a senior backend engineer role, focusing on ATS optimization and deep technical questioning to assess problem-solving skills and cultural fit in a high-paced environment.
A large corporation's HR team uses the skill to design structured interview questions based on Topgrading scorecards, ensuring bias control and performance prediction for mid-level manager positions across departments.
A recruitment agency leverages the skill to handle high-volume resume screening and interview design for multiple client roles, emphasizing ATS compliance and detailed candidate assessment reports to match client specifications.
A non-profit uses the skill to evaluate candidates transitioning from corporate roles, applying career transition support and PEARL framework questions to assess mission alignment and past experience relevance.
Offer the skill as a premium subscription service integrated into existing HR platforms, charging per user or per hire with features like ATS reports and interview templates to streamline recruitment workflows.
Provide customized consulting packages for companies to implement the four-phase process, including on-site training for interviewers and ongoing support, with revenue from project-based fees and retainer agreements.
Offer basic resume screening and interview design for free, then charge for advanced features like deep analytics, bias control reports, and integration with ATS systems to convert free users into paying customers.
💬 Integration Tip
Integrate with existing ATS systems via APIs to automate data flow and enhance the skill's resume parsing and reporting capabilities for seamless recruitment processes.
Scored May 4, 2026
Automated job search and application system for Clawdbot. Use when the user wants to search for jobs and automatically apply to positions matching their criteria. Handles job searching across LinkedIn, Indeed, Glassdoor, ZipRecruiter, and Wellfound, generates tailored cover letters, fills application forms, and tracks application status. Use when user says things like "find and apply to jobs", "auto-apply for [job title]", "search for [position] jobs and apply", or "help me apply to multiple jobs automatically".
When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding...
Analyze resumes and design interview strategies using evidence-based methodology. Transforms interview prep from "read resume → ask questions" into "define standard → forensic evidence → future simulation". Combines Geoff Smart's Topgrading, Lou Adler's performance-based hiring, and Daniel Kahneman's bias control. Use when preparing for interviews, creating structured interview guides, or designing questions to validate candidate competencies.
Evaluate candidate-job fit using OpenJobs AI. Grade a single CV against a job description or bulk-grade multiple candidates and rank them by match score.
Analyze and optimize resumes for ATS compatibility, tailor to specific jobs, highlight achievements, and address career level and transition challenges to bo...
Professional resume builder with PDF export, ATS optimization, and analysis capabilities. Use when users need to (1) Create new resumes from scratch, (2) Customize/tailor existing resumes for specific roles, (3) Analyze resumes and provide improvement recommendations, (4) Convert resumes to ATS-friendly PDF format. Supports chronological, functional, and combination resume formats.