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co-dialectic

Anand Vallamsetla v4.38.0

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 wi...

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From the developer

Works with

Claude Code

Description

From the marketplace listing

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 persona for each question, teaches you prompting techniques by naming them when you use them naturally, and generates context handoff summaries before your conversation degrades. Works as a learning flywheel: you correct the AI, it captures the lesson as a generative principle, applies it going forward, and both sides get sharper. Five protocols, zero configuration — just say "cod" to activate.

Source repository ↗ Website ↗

What changed

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Files & skills

co-dialectic · catalog manifest

Saved declaration

{}
co-dialectic · catalog manifest

Saved declaration

{
  "name": "co-dialectic",
  "source": {
    "ref": "main",
    "sha": "1236ddca2012e082017add56adcebd47944610a7",
    "url": "https://github.com/thewhyman/prompt-engineering-in-action.git",
    "path": "plugins/co-dialectic",
    "source": "git-subdir"
  },
  "homepage": "https://github.com/thewhyman/prompt-engineering-in-action",
  "description": "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 persona for each question, teaches you prompting techniques by naming them when you use them naturally, and generates context handoff summaries before your conversation degrades. Works as a learning flywheel: you correct the AI, it captures the lesson as a generative principle, applies it going forward, and both sides get sharper. Five protocols, zero configuration — just say \"cod\" to activate."
}
co-dialectic · catalog manifest

Saved declaration

{
  "name": "co-dialectic",
  "brain": {
    "linters": [
      "feedback-contradictions",
      "persona-drift",
      "calibration-drift"
    ],
    "namespace": "co-dialectic",
    "owned_paths": [
      "feedback/**",
      "personas/**",
      "calibration-history.md",
      "status-state.json"
    ],
    "reads_from_engines": [
      "career-intelligence/skills-matrix.md"
    ],
    "writes_to_primitives": [
      "references/tools-registry.md"
    ],
    "reads_from_primitives": [
      "identity/handles.md",
      "sessions/ledger/**"
    ]
  },
  "author": {
    "name": "Anand Vallamsetla"
  },
  "version": "4.38.0",
  "description": "Co-Dialectic v4.38.0 - Single-key sharpen select (I/S/D) + canonical codi command prefix; deterministic Protocol-1 heartbeat.",
  "depends_on_kernel": [
    "brain-kernel >= 1.0.0",
    "co-dialectic >= 4.16.0"
  ],
  "_product_vs_solution_marker": "product-vs-solution: example — Anand authorship attribution is legitimate"
}

plugin.json observed Nov 6, 2026 · 10:42 UTC. Manifest source ↗

Catalog declarations and available plugin.json metadata are saved. Referenced skills and executable source files are not downloaded or tested. Missing components in a manifest do not prove that the plugin has none.

Installation instructions

Community

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

Claude Code installation documentation

Technical details
Sources
Community
First seen
Oct 3, 2026 · 22:13 UTC
Last seen
Nov 9, 2026 · 18:07 UTC
Latest observed change
Oct 3, 2026 · 22:13 UTC
Collection status
Listed
Reported installs
Not provided

Installation counts are source-reported, not independently verified active users. Observation dates are not release dates.

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Plugin history: freshly prepared. Prepared . Refreshed when catalog data changes or after 6 hours. Your account and Follow status are live.