Data

Paid Measurement Loop reads back a paid-ads change against a control over a fixed readback window and returns a Promote / Keep-testing / Rollback / Unproven decision. Use it when asked to check whether an ad change worked or to compare ROAS/CPA before and after, with ROI math delegated to roi-calculator.

Search Term Miner turns a paid search-terms report into new keywords/ad groups from converting queries and a negative-keyword list from wasted spend. Use it to harvest keywords, build negatives, and cut wasted paid spend.

Audit Session Metrics examines session-metrics JSON exports and produces a prioritized plain-English report of token-usage waste. Use it after an HTML export or when asked to audit, review, or find waste in saved session-metrics JSON.

Session Metrics tallies Claude Code session token usage and cost estimates from the raw JSONL conversation log. Use it when asked about session cost, token usage, API spend, cache hit rate, or a breakdown of how much a Claude Code session has cost.

Task Breakdown groups a session's turns into higher-level semantic tasks and renders a companion page with a worth-it, mixed, or likely-waste verdict per task. Use it after a session-metrics JSON export to see which work was worth it versus wasted.

Data Engineering provides patterns for ETL pipelines, data warehousing, Apache Spark, and data quality validation. Use it when building or maintaining data infrastructure.

Calibration partitions table-of-contents page labels into numbering regimes and submits candidate physical-to-printed page offsets for deterministic completion. Use it during document intelligence pipelines to calibrate scanned book anchors without guessing pages.

Market Competitors analyzes competitor websites, pricing, features, and SEO to produce a comprehensive report revealing positioning gaps and differentiation opportunities. Use it when you need actionable competitive intelligence for marketing decisions.

Market Funnel maps the complete conversion path from first visit to purchase, identifies drop-off points, and recommends optimizations with revenue impact estimates. Use it to analyze a live website's funnel, quantify friction, and prioritize improvements.

Market Report PDF generates a polished, branded PDF marketing report from gathered audit data, including score gauges, bar charts, comparison tables, findings, and prioritized action plans. Use it when a client-ready visual report is needed.

Marketing Report Generator compiles audit data into a client-ready marketing report with scores, findings, recommendations, and a prioritized action plan. Use it after running audits like SEO, CRO, or brand analysis to produce a single comprehensive document.

Data Analyzer analyzes data structures efficiently. Use it when you need to inspect, understand, or report on structured data.