Calculate storage system round trip efficiency metrics

Grade Core Web Vitals with pass/fail, score and optimization priorities

Score wallet risk from caller-supplied features (age, tx count, approvals, flags)

Plan crawl batches, retry overhead, throughput and ETA

Merge scraped record sets by key with explicit conflict strategy.

LCS line or word diff with similarity score and unified diff output

Classify dataset columns and detect format-based PII.

Run deterministic row transformations without expression eval.

Classify URL, filename, extension or MIME into agent-friendly content categories

Compute float %, locked supply, FDV, MC/FDV, inflation and a vesting unlock curve

Analyze crawl cost, net value, ROI, break-even and profitability verdict

Enrich scraped records with deterministic local rules.

Scrub sensitive data and PII from datasets with redaction rules

Convert data between formats including JSON, CSV, XML and YAML

Generate Lorem Ipsum placeholder text — words, sentences or paragraphs.

Amortization, processor fee gross-up and exact penny settlement math

Normalize dataset values with deterministic canonicalization rules.

Defensive crawl scheduler that throttles to robots and politeness limits

Perform array operations — stats, unique, sort, chunk, flatten, intersection, union, difference.

Defensive smart-contract audit-readiness rubric with score, grade and red flags