Ground agent conclusions in observable evidence with structured reflection steps.
npx skills add https://github.com/usurobor/cnos --skill reflect-usurobor
Please help me install this Agent Skill. Skill: reflect Source: https://github.com/usurobor/cnos/tree/main/src/packages/cnos.core/skills/agent/reflect Command: npx skills add https://github.com/usurobor/cnos --skill reflect-usurobor
Ground agent conclusions in observable evidence to prevent self-deception and ensure reasoning stays aligned with reality.
Prompt the model to record observed evidence, derive interpretation, and conclude with a concrete action.
High-intent search queries and answers about installing and using this skill.
Structured reflection requires observing concrete evidence, interpreting its meaning, and producing a concrete next-step action anchored by that evidence to maintain reasoning aligned with reality.
A structured reflection workflow captures observed evidence, derives interpretation, and concludes with a concrete action to drive continuous improvement and ensure accountability.
Cadence-driven reflections apply the evidence, interpretation, and action workflow at daily, weekly, or monthly intervals to capture patterns and drive continuous improvement over time.
Structured retrospection is fully applicable to ongoing decision logs, ensuring each entry observes evidence, interprets meaning, and produces a concrete next-step anchored by that evidence.
In self-evaluation, MCA represents a concrete next-step action with explicit ownership, produced as the final step of the reflection workflow to drive clear actionability.
Decision-making loses coherence when interpretations are not grounded in observable evidence, a problem solved by structured reflection steps that explicitly anchor conclusions to what happened.
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