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Co Dialectic

plugin

Co-Dialectic is a real-time prompt coaching system that activates automatically on every response. It shows a persistent status line tracking your current AI persona, prompt quality, and context window health. When your prompt could be sharper, it suggests an improved version and explains why in one sentence — then waits for your choice. Over days, it tracks your prompt quality percentage (users typically progress from 45% to 91% clear prompts in 10 days). It auto-detects the right expert person

Works with: Claude Code (native)
native: this artifact type is that client's own format

Category: Dev Tools & CI — see all ranked ›

Work: Prompt engineering · Agent configuration

Who it is for: AI engineer · Agent operator

Install (Claude Code):

/plugin marketplace add anthropics/claude-plugins-community
/plugin install co-dialectic@claude-community
thin

“Prompt-quality percentages (45%->91% in 10 days) presented as measurement, no method.”

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Co Dialectic scores 48 today. Pro keeps the series, so you can see whether that is a project getting better or one on its way down.

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source ↗  ·  plugin:thewhyman/prompt-engineering-in-action/co-dialectic

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Measured 2026-09-13  ·  scorer s5  ·  how  ·  something wrong here?