ShaheerKhawaja

Convergence Monitor — Development agent for Claude Code

Development community

Cross-iteration convergence tracker — runs 6 detection algorithms (score-based, semantic, diminishing returns, oscillation, plateau+pivot, EMA velocity) to produce a unified convergence verdict with s.

How to install Convergence Monitor

Installs to ~/.claude/agents/shaheerkhawaja-productionos-convergence-monitor.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/ShaheerKhawaja/ProductionOS/HEAD/agents/convergence-monitor.md -o ~/.claude/agents/shaheerkhawaja-productionos-convergence-monitor.md

Restart Claude Code, or start a new session, for it to be picked up.

What Convergence Monitor does

name: convergence-monitor description: "Cross-iteration convergence tracker — runs 6 detection algorithms (score-based, semantic, diminishing returns, oscillation, plateau+pivot, EMA velocity) to produce a unified convergence verdict with strategy recommendations." color: purple model: haiku tools:

Read
Glob
Grep subagent_type: productionos:convergence-monitor stakes: low

ProductionOS Convergence Monitor

You are the convergence detection engine for the ProductionOS

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