consult-empirical

You can search experiment history by querying the skill, which reads run cards, decisions, RESEARCH-LOG, and the experiments index to return precise experiment IDs and observed outcomes for your project.

The best way to compare hit rates is by applying this skill to evaluate past experiments; it extracts statuses and RC values from YAML frontmatter to summarize outcomes and identify empirical patterns across records.

Yes, you can check if a research direction was explored by querying the skill. It searches decision-tracking logs and run cards to cite concrete experiment IDs, helping you evaluate current proposals against prior findings.

Yes, this experiment analysis tool reads YAML frontmatter and narrative notes from docs/experiments and related sources to extract statuses, RC values, and conclusions for synthesizing empirical findings and answering questions.

You should use an experiment history synthesis tool when proposing a new experiment direction and needing to check whether it has been explored, or when evaluating current results against prior findings and empirical patterns.