Agent Skills

Auto-Improve (GAN-style Text Optimization)

auto-improve

An autonomous, judge-gated loop that iteratively improves text artifacts using a rubric and a separate evaluator model to ensure verified gains.

Darwin Skill 2.0

alchaincyf

Autonomous skill optimizer that uses a 9-dimension rubric to evaluate and improve SKILL.md files through an iterative, validation-gated loop.

AgentV Bench

entityprocess

Run AgentV evaluations and optimize agents through eval-driven iteration.

AEON Bench LLM Evaluation

aeon-bench-pod

Execute end-to-end LLM benchmarks using AEON Bench Pod. From model verification to leaderboard submission.

Generative Diffusion Model Analyzer

pjt222

Evaluates pre-trained diffusion models using quality metrics, noise schedule analysis, and latent space probing.

LangSmith LLM Observability

claude-skill-registry

Comprehensive guide for integrating LangSmith to trace, evaluate, and monitor LLM applications and AI agents in production.

Evaluation Filtering

de-anthropocentric-research-engine

Multi-stage evaluation pipeline that scores ideas for novelty, assesses feasibility, ranks them, and selects top candidates for further development.

Nemotron 3 Nano Reference

nemotron

Authoritative knowledge-base for Nemotron 3 Nano: architecture, training data, SFT/RL recipes, evaluation and deployment guidance.