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Part of Evaluate Candidates Consistently Across Your Hiring Pipeline

HR & Recruiting Blueprint

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Evaluate Resumes Against Structured Rubrics

0July 2026

Score IC and Manager resumes using consistent 35-point and 50-point rubrics with bias-aware evaluation

What problem does this solve?

Runs resume evaluations that apply the same rubric to every candidate, removing inconsistency from reviewer fatigue. The ic-evaluator and manager-evaluator agents score candidates on technical substance and leadership outcomes, while cultural-bias-advisor and regional-education-advisor ensure presentation style doesn't override capability assessment.

How does it work?

  1. Drop resumes in resumes/developers/new/[Level]/ or resumes/managers/new/[Level]/ folders. 2. Run /evaluate-resumes (or say 'Process new resumes' in Copilot). 3. Agents load your organization's rubrics and evaluate each resume, invoking regional advisors if applicable. 4. The system creates dated evaluation folders with scores, moves resumes there, and generates HR summaries. Output: structured evaluations with score breakdown, strengths, concerns, and interview-readiness flags.

Included Skills

No skills in this group

What's required to run this?

The /evaluate-resumes command is the primary entry point. It scans resume folders, invokes ic-evaluator or manager-evaluator based on subfolder structure, and runs regional advisors in parallel if configured. Each evaluation creates a YYYY-MM-DD_[emoji][name][score]-35/50/ folder with scores, HR_SUMMARY_RESUME.md, and interview prep materials for passing candidates.

Key Features

ic-evaluator

Scores developer resumes on proven track record, code quality, problem-solving, experience progression, communication (5 core + 2 role-specific categories)

manager-evaluator

Scores manager resumes on 10 categories including people management, team building, strategic thinking, delivery, crisis handling

regional-education-advisor

Contextualizes educational credentials from configured regions without penalizing unfamiliar institutions

regional-resume-analyst

Critically analyzes claims and patterns from regional candidates, checking for substance beyond presentation

cultural-bias-advisor

Identifies cultural presentation differences and flags when style is being confused with capability

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Ishani D.

Account Manager at G2