SkillsLib.ai

Player Evaluation & Scouting Report Generator

Systematize player evaluation and generate professional scouting reports instantly

3.7(3 reviews)
100+ downloads
Updated Nov 2026

What You Can Do

Transform game tape analysis into structured scouting reports with standardized player evaluations, comparative metrics, and talent rankings. You'll generate professional-grade reports that capture physical attributes, technical skills, tactical awareness, and injury risk assessments, streamlining your talent acquisition workflow. Each report includes strengths, weaknesses, and draft positioning recommendations ready for team decision-makers.

Features

Automated Game Tape Analysis

Analyze player performance from game footage descriptions, statistics, and play-by-play data to extract meaningful performance insights.

Standardized Evaluation Framework

Apply consistent scoring metrics across athleticism, technical skills, football intelligence, and personality traits for fair player comparison.

Comparative Player Ranking

Position players against positional peer groups with statistical context and market comparisons for competitive talent assessment.

Injury Risk Assessment

Evaluate injury history patterns, recovery timelines, and physical durability factors to inform long-term roster planning.

Professional Report Generation

Generate publication-ready scouting reports with formatted sections, grade summaries, and executive-level recommendations.

Draft Position Recommendations

Synthesize evaluation data into round recommendations and tier rankings aligned with your team's draft strategy.

Weakness & Development Plans

Identify skill gaps and outline specific training recommendations for player development post-acquisition.

Example Output

SCOUTING REPORT: QB-01 Analysis

Player: Marcus T. (QB, 6'3", 215 lbs) Grade: 8.2/10 | Draft Tier: Round 2-3

Strengths:

  • Exceptional arm talent with 60+ yard accuracy
  • High football intelligence and pre-snap reads
  • Mobility (4.7 40-time), escapes pressure effectively

Weaknesses:

  • Inconsistent footwork in pocket collapse scenarios
  • Decision-making under duress needs refinement
  • Limited experience in structured RPO schemes

Recommendation: Ideal system fit for west coast offense. Strong Day 2 prospect with developmental upside. Recommend pairing with QB coach focused on footwork mechanics.

What's Included

  • Player Evaluation Template: Pre-built assessment framework covering physical attributes, on-field performance, intelligence metrics, and intangible traits.
  • Scoring Rubric Reference: Standard grading scales and benchmarks for consistent player ratings across all evaluation dimensions.
  • Comparative Position Groups: Historical peer group data and statistical context for ranking players within their positional class.
  • Report Template Library: Multiple report formats for different stakeholders (scouts, coaches, front office, media) with customizable sections.
  • Injury Analysis Checklist: Framework for evaluating medical history, recovery patterns, and durability risk for player health assessments.

Who It's For

  • College and Professional Scouts
  • Talent Evaluators and Analysts
  • Coaching Staff and Performance Directors
  • Front Office Managers and Recruitment Teams

Best For

  • Pre-draft player evaluation and comparative ranking
  • Game film analysis and performance documentation
  • Automated scouting report generation at scale
  • Cross-positional player comparison and benchmarking

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