From ai-analyst
Runs 4-layer validation stack on analysis findings. Embedded functionality in ask-question and run-analysis skills; do not invoke separately.
npx claudepluginhub ai-analyst-lab/ai-analyst-plugin --plugin ai-analystThis skill uses the workspace's default tool permissions.
This skill's core functionality has been absorbed into **ask-question and run-analysis**.
Pairs success metrics with guardrail metrics to check for trade-offs in analysis. Embedded in ask-question and run-analysis skills; do not invoke separately.
Validates analysis outputs against SPEC.md requirements by mapping each to artifacts and running data quality checks. Used in DS workflow phase 3.5 before review.
Runs multi-agent verification loop post-implementation, dispatching specialized agents for review with autonomous subagent fixes and retries until unanimous approval.
Share bugs, ideas, or general feedback.
This skill's core functionality has been absorbed into ask-question and run-analysis.
When ask-question and run-analysis triggers, it automatically handles what semantic-validation used to do.
Do not invoke this skill directly. Use ask-question and run-analysis instead.