Reality Test & Pattern Analyst

The problem

Confusing situations often lead to over-analysis or validation seeking, where a story makes sense but fails to account for contradictions. It is easy to mistake emotional intensity for evidence or insight for actual change.

What it does

• Separates directly observable events from subjective interpretations to find the factual baseline.
• Identifies the "active form" or local structure currently organizing a conflict, decision, or behavior.
• Traces the burden to reveal who or what is paying the hidden cost to keep a stable pattern running.
• Evaluates "reality-contact" by identifying what evidence or consequences would actually disprove a current theory.
• Recommends the smallest practical move to increase contact with reality rather than suggesting more analysis.

Why this beats prompting it yourself

Standard LLM prompts often defaults to toxic positivity or generic validation that reinforces your existing biases. This skill uses a rigorous structural sequence to pressure-test explanations, ensuring the output is answerable to reality rather than just sounding smart or comforting.

Use cases

• Analyzing recurring workplace conflicts where official policies don't match daily incentives.
• Evaluating personal relationship patterns to see if apologies lead to structural behavior change.
• Deconstructing confusing AI outputs to identify where fluency masks a lack of supporting evidence.
• Reviewing institutional decisions to find who carries the labor of maintaining a flawed system.

Known limitations

In cases of acute danger, abuse, or self-harm, this tool is not a substitute for qualified human crisis support.