omp packages

@izhimu/pi-harness20.1.0

Continuous self-improvement, recursive harness optimization, and reporting plugin for Pi and oh-my-pi (omp) based on Harness²

izhimu Published 5 hours ago Apache-2.0 ~0 downloads/mo

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@izhimu/pi-harness2

Continuous self-improvement, recursive harness optimization, and reporting plugin for Pi and oh-my-pi (omp). Inspired by Google's Harness² (Recursive Agent Harnessing for an Open World).

Features

  • 🔄 Dual Host Support: Seamlessly works on both pi (.pi/) and oh-my-pi (.omp/).
  • 🔍 Zero-Overhead Session Tracing: Captures tool errors, retry loops, context blowouts, and user interventions.
  • 🧠 Experience Reflector: Automatically diagnoses session friction points using answer-free contrastive analysis.
  • 🛠️ 8-Component Self-Evolution: Safely refines Skills, Rules, Memory, Scripts, and Middleware while preventing prompt bloat.
  • 📜 Audit & Rollback Ledger: Immutable log of all harness adjustments, allowing single-click rollback.
  • 📊 Visual Analytics & Reporting: Actionable insight reports on agent performance, tool reliability, and token efficiency.

Installation

For oh-my-pi (omp)

cd ~/Data/Code/github/pi-harness2
omp plugin link .

For Pi

cd ~/Data/Code/github/pi-harness2
pi plugin link .

Commands

  • /harness-reflect: Run post-session reflection and view proposed harness improvements.
  • /harness-report: Display agent health metrics, tool failure hotspots, and harness evolution milestones.
  • /harness-ledger: View historical harness adaptations.
  • /harness-rollback <id>: Rollback a specific harness mutation.
  • /harness-mode <auto|review>: Toggle between fully autonomous evolution or interactive approval mode.

Architecture & Design

See DESIGN.md for full architecture and implementation details.

License

Apache-2.0