Trace2Skill Demo

Live implementation of the 3-stage pipeline from the research paper

Powered by Kimi K2.5 Turbo via Fireworks AI Fire Pass

🎯 Initial Skill

📝 Tasks (One per line)

🔄 Pipeline Stages

1

Trajectory Generation

Agent runs tasks with initial skill, producing execution traces

2

Parallel Analysis

Success & Error analysts process trajectories in parallel, proposing patches

3

Hierarchical Consolidation

Merging patches via inductive reasoning into evolved skill

📊 Results Summary

🧪 Trajectories

📦 Skill Evolution

Initial Skill

Evolved Skill ✨