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Eliminates gut-feel hiring decisions.\n\n## Usage\n\nTell your agent: \"Score this candidate for [role]\" or \"Compare these 3 candidates for the backend engineer role.\"\n\n## How It Works\n\n1. **Define the role** — provide job title and key requirements\n2. **Set criteria** — the agent uses 6 default dimensions (or you customize):\n   - Technical skills (weight: 25%)\n   - Relevant experience (weight: 20%)\n   - Culture fit (weight: 15%)\n   - Communication (weight: 15%)\n   - Problem solving (weight: 15%)\n   - Growth potential (weight: 10%)\n3. **Score candidates** — 1-5 scale per criterion after interview/review\n4. **Get weighted totals** — ranked comparison with hire/no-hire recommendation\n\n## Commands\n\n- `score candidate [name] for [role]` — start a new scorecard\n- `add criterion [name] weight [%]` — customize scoring dimensions\n- `compare candidates` — side-by-side ranked comparison\n- `hiring summary` — executive summary with recommendation\n\n## Scorecard Template\n\n```markdown\n# Candidate Scorecard: [Name]\n**Role:** [Title]\n**Date:** [Date]\n**Interviewer:** [Name]\n\n| Criterion | Weight | Score (1-5) | Weighted |\n|-----------|--------|-------------|----------|\n| Technical Skills | 25% | _ | _ |\n| Relevant Experience | 20% | _ | _ |\n| Culture Fit | 15% | _ | _ |\n| Communication | 15% | _ | _ |\n| Problem Solving | 15% | _ | _ |\n| Growth Potential | 10% | _ | _ |\n| **TOTAL** | **100%** | | **_/5.0** |\n\n### Notes\n- Strengths:\n- Concerns:\n- Recommendation: HIRE / NO HIRE / MAYBE\n\n### Scoring Guide\n5 = Exceptional — top 5% of candidates seen\n4 = Strong — clearly above average\n3 = Meets bar — would do the job well\n2 = Below bar — notable gaps\n1 = Not a fit — significant concerns\n```\n\n## Tips\n\n- Score immediately after each interview while impressions are fresh\n- Have multiple interviewers score independently, then compare\n- Adjust weights per role (e.g., bump Technical to 40% for senior eng)\n- Track scores over time to calibrate your hiring bar\n\n## More Business Tools\n\nGet industry-specific AI agent context packs at [AfrexAI](https://afrexai-cto.github.io/context-packs/) — pre-built configurations for recruitment, sales, operations, and more. 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