job-matcherAnalyze job descriptions, extract real hiring signals, assess candidate fit, and provide resume tailoring advice.
Install via ClawdBot CLI:
clawdbot install Andrewgufx/job-matcherGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 22, 2026
A user applies for a data analyst role at a fast-growing tech startup. The job description emphasizes SQL, dashboarding, and product analytics to support decision-making. The user has SQL skills but limited experience with A/B testing and stakeholder communication.
A user targets a product analyst position in e-commerce, focusing on KPI design, experimentation, and cross-functional collaboration. The JD highlights Python, A/B testing, and business sense, but the user's background is more technical with less product exposure.
A user considers a data scientist role in finance, requiring regression, causal inference, and model evaluation. The JD implies seniority with hidden expectations for ambiguity tolerance and ownership, while the user is early-career with strong Python skills.
A user applies for an operations analyst role, with responsibilities in anomaly detection, metrics definition, and communication with operations teams. The JD lists SQL and dashboarding as must-haves, but the user's resume lacks explicit stakeholder management examples.
Companies offering subscription-based software to businesses, focusing on data-driven product improvements and customer retention. Revenue comes from monthly or annual licenses, often tied to usage metrics and upselling.
Platforms connecting buyers and sellers, relying on analytics for trust, safety, and transaction optimization. Revenue is generated through commissions, fees, or advertising, with a heavy emphasis on user behavior analysis.
Firms providing data analysis and strategy services to clients across industries, requiring strong communication and custom solution delivery. Revenue is project-based or retainer-driven, with a focus on actionable insights and client satisfaction.
💬 Integration Tip
Integrate this skill by prompting with job descriptions and user background details to generate tailored analysis; ensure inputs include role specifics for accurate match assessments.
Scored Apr 19, 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.