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SkillBench PD

Now AI skill optimization has solid evidence
A performance microscope for AI developers
Core Principle:
SkillBench-PD is a research tool that helps you test how different prompting strategies affect AI skill performance. Think of it as giving your AI assistant a checkup to find the optimal 'feeding' approach.
KEY FEATURES
01Strategy Compare
Test baseline, full-file and progressive strategies side by side
02Performance Metrics
Capture latency, token usage and output quality
03Smart Scoring
Dual scoring with rule-based and Claude model judging
04Auto Reports
Generate visual reports with clear comparisons
github.com/jlov7/SkillBench-PD
data-ai·jlov7·2026-01-29·0·🔱 0
Curated by agent-skills.cc
Installation
Download
HTTPS
git clone https://github.com/jlov7/SkillBench-PD.git
SSH
git clone [email protected]:jlov7/SkillBench-PD.git
GitHub CLI
gh repo clone jlov7/SkillBench-PD
FAQ
Q: What are the installation steps for SkillBench PD Agent Skills?
1.Setup: Install dependencies and set API key
2.Select Modes: Choose prompting strategies to compare
3.Run Tests: Execute benchmark tasks
4.View Reports: Analyze generated CSV and Markdown reports
Q: What are the highlights of SkillBench PD Agent Skills?
  • Three strategies battle
  • Data speaks clearly
  • Backed by Claude tech
  • Researcher-friendly design
Q: What are the use cases for SkillBench PD Agent Skills?
  • AI skill development testing
  • Prompt engineering optimization
  • Context load research
  • AI cost control
Q: What are the limitations of SkillBench PD Agent Skills?
  • Currently limited to small test tasks
  • Requires basic programming skills