Refine artifacts through a triadic self-check loop before publishing.
npx skills add https://github.com/usurobor/cnos --skill clp
Please help me install this Agent Skill. Skill: clp Source: https://github.com/usurobor/cnos/tree/main/src/packages/cnos.core/skills/agent/clp Command: npx skills add https://github.com/usurobor/cnos --skill clp
CLP provides a disciplined workflow to refine artifacts toward coherence before publication, reducing the risk of silent failures and misinterpretations.
Start a CLP cycle by seed-versioning your artifact, reflect on tensions, and patch the weakest axis toward publish-ready coherence.
High-intent search queries and answers about installing and using this skill.
You refine an artifact toward coherence before publishing by applying a triadic self-check loop that evaluates pattern, relation, and exit axes. This structured revision process enforces patch-based improvements and maintains a changelog to ensure only the latest coherent version is published.
A triadic self-check loop for artifact versioning evaluates pattern, relation, and exit dimensions on each version iteration. It reduces the risk of silent failures and misinterpretations by enforcing explicit coherence checks before publishing design docs, skills, specs, contracts, or essays.
You start a coherence-first refinement cycle by seed-versioning your artifact, reflecting on tensions within the content, and patching the weakest axis. This disciplined workflow guides the artifact through structured revisions toward publish-ready coherence.
Yes, this artifact refinement workflow enforces patch-based improvements and provides versioning discipline with changelog guidance. It maintains accountability across structured revisions and ensures only the latest coherent version of your spec or design doc is published.
You should use a structured coherence check process when refining design docs, skills, specs, contracts, or essays that require versioned refinement and accountability. It is necessary when silent failures and misinterpretations during publication pose a risk to artifact integrity.
Relying on ad hoc revision instead of a coherence-first refinement workflow increases the risk of silent failures and misinterpretations in published artifacts. Without a triadic self-check loop, you lack explicit accountability and may publish versions that have not been validated for structural coherence.
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