Searching protocol for "coherence checking"
Gate PRD quality before innovation with vibe-check.
Align your research, stay consistent.
Metacognitive audits for long tasks
Ensure output aligns with objectives.
Ensure game design consistency.
Guide agentic Git branching for Lighthouse LM.
AI interpretability & coherence validation.
Build robust AI infrastructure, ensure technical rigor.
Automate contract clause analysis and coherence checks.
Check for contradictions in Law/Term discovery output.
Keeps chapters aligned with the core theme.
Keep characters, world rules, and timelines aligned.