Skills
.Work. You
Rest

ratchet:score

Community

Monitor pair debate quality and trends

Software Engineering#debate#code-review#ema#quality-metrics#ratchet#agent-pairs#consensus-rate
Authornetbrain
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Consolidates debate and review artifacts to surface per-pair quality metrics, surface regressions, and provide an evidence-backed view of agent pair performance so teams can prioritize tuning and interventions.

Core Features & Use Cases

  • Aggregate debate metadata: Read .ratchet/debates/*/meta.json to compute total debates, consensus rates, rounds, verdict breakdowns, and fast-path usage per pair.
  • Ingest review signals: Read .ratchet/reviews/<pair>/review-*.json to compute average effectiveness, gen vs adv splits, and top missed issues.
  • Persist and smooth history: Update .ratchet/scores.yaml using an exponential moving average (α=0.3) so pair metrics survive archival and support trend analysis.
  • Operational use cases: Track pair health over time, decide when to tighten agents, drill down into recent debates, and guide next debate runs.

Quick Start

Run /ratchet:score to display quality metrics and trends for the current workspace or provide a pair name to focus on a single pair.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: ratchet:score
Download link: https://github.com/netbrain/ratchet/archive/main.zip#ratchet-score

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.