Coherence Engine
The Coherence Engine ensures responses maintain logical flow & consistent context across conversations, improving clarity and user experience.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add coherence-engine npx -- -y @trustedskills/coherence-engine
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"coherence-engine": {
"command": "npx",
"args": [
"-y",
"@trustedskills/coherence-engine"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The coherence-engine skill improves the logical flow and consistency of generated text. It refines outputs to ensure they are more understandable, avoid contradictions, and maintain a clear narrative thread. This results in more professional and reliable responses from AI agents.
When to use it
- Long-form content generation: When creating articles, stories, or reports where maintaining consistent logic is crucial.
- Complex explanations: To ensure that intricate concepts are presented clearly and without confusing contradictions.
- Dialogue systems: For chatbots or virtual assistants needing to maintain a coherent conversation flow.
- Summarization tasks: When condensing large amounts of text, ensuring the summary accurately reflects the original content's logic.
Key capabilities
- Logical flow refinement
- Consistency checking
- Narrative thread maintenance
- Contradiction avoidance
Example prompts
- "Rewrite this paragraph to improve its coherence: [paragraph]"
- "Ensure this story maintains a consistent timeline and avoids logical inconsistencies."
- "Summarize these meeting notes, ensuring the summary accurately reflects the decisions made in order."
Tips & gotchas
The skill works best with text that already has some structure. It's less effective on completely random or disjointed input.
Tags
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