[Liyuk]

Summary

• Refine both analysis skills around evidence quality, uncertainty, incentives, causal reasoning, and calibrated interpretation.
• Add references for influence/deception and group pressure/anxiety, and integrate needs theories with their empirical limits.
• Update demos, research notes, and a public-source behavior smoke-test record.

Validation

• python3 scripts/validate_skill.py passed.
• git diff --check origin/main...HEAD passed.
• A general skill validator could not run because PyYAML is unavailable in the environment.