ATS Refinement
Quick Start
- •Run ATS scan or ingest existing score data.
- •Analyze component scores and issues.
- •Generate prioritized, evidence-based suggestions.
Inputs
- •Resume data and job description.
- •Jobscan scan ID or raw ATS response.
- •Optional: target ATS systems for format checks.
Outputs
- •ATS score breakdown and analysis report.
- •Prioritized optimization suggestions.
- •Format compatibility report and recommendations.
- •Score history and trend data.
Workflow
- •Authenticate and call ATS scan; cache results by resume+job hash.
- •Parse scores and issues into standard components.
- •Generate analysis report and rank weaknesses.
- •Produce suggestions with impact and difficulty estimates.
- •Validate ATS format compatibility across major ATS systems.
- •Track scores over time and surface trends.
Truthfulness Guardrails
- •Suggest only changes supported by existing resume evidence.
- •Reject any invented experience or claims.
Quality Gates
- •Suggestion count 5-15 with clear quick wins.
- •ATS format checks P95 < 500ms.
- •ATS suggestion generation P95 < 2s.
Use References and Templates
- •For commands and hooks, read
references/commands.mdandreferences/hooks.md. - •For suggestion templates, use files in
assets/templates/.