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Probes an AI agent's persona identity pack for adversarial robustness by verifying that the agent's persona, axioms, voice, and operator constraints hold under adversarial conditions

Groups repeated contract amendment IDs by revision digest to distinguish identical duplicate rows from conflicting revisions, without making validity judgments.

Validates clause-ID mapping arrays for unmapped required source clauses, unknown target IDs, and many-to-one collisions in contract amendment contexts — no textual inference, metadata only.

Counts joint null co-occurrences across scope, effective-time, and amount fields in a batch of supplied contract amendment records.

Validates declared amendment-to-source edges against revision pins and tenant/contract boundaries, reporting stale or absent endpoint links in contract amendment provenance graphs.

Compares two ordered sequences of contract amendment records, detecting identity differences, effective-time declaration changes, and relative reordering among shared records without inferring legal precedence.

Validates amendment records for null scope, source-ID, and effective-time declarations, reporting missing required fields without certifying contract completeness or legal effect.

Compares before/after contract amendment schema projections to detect removed fields, changed types, new requirements, and narrowed nullability between tenant/contract frames.

Identifies amendment references missing from a supplied source/revision manifest, reporting coverage gaps without proving passage support or exhaustive agreement.

Runs two analytical reports on contract renewal inventory data: adjacent row-to-row change analysis and a date-by-category pivot, for up to 200 rows of expiring/renewed contract records.

Computes adjacent row changes and an equal-width histogram for contract renewal inventory data (expiring and renewed contracts) across up to 200 rows.

Analyzes contract renewal inventory data by computing adjacent row changes and filling missing values using zero, mean, or median strategies across up to 200 rows.

Analyzes supplied contract renewal inventory records to compute adjacent row changes and flag IQR-based outliers for expiring and renewed contract metrics.

Analyzes contract renewal inventory data by computing adjacent row changes and performing keyed dataset comparison across up to 200 rows in two independent reports.

Computes adjacent row changes and secondary-measure weighted mean analytics on supplied contract renewal inventory records (expiring_contracts, renewed_contracts) for up to 200 rows.

Runs two local analytical reports on contract renewal inventory data: adjacent row-to-row delta changes and Pearson/rank correlation between expiring and renewed contract counts.

Runs two local analytical reports (Base-100 index series and date-by-category pivot) on supplied contract renewal inventory data (expiring and renewed contracts) for up to 200 rows.

Generates two analytical reports (Base-100 index series and equal-width histogram) for supplied contract renewal data (expiring and renewed contracts), using local analytical engines with no external lookups.

Computes a Base-100 index series and a keyed dataset comparison for two supplied contract renewal inventory datasets (expiring_contracts, renewed_contracts) across up to 200 rows.

Computes a Base-100 index series and a secondary-measure weighted mean for supplied contract renewal inventory records (expiring_contracts, renewed_contracts) across up to 200 rows.

Computes a Base-100 index series and a two-measure correlation report for supplied contract renewal records (expiring_contracts, renewed_contracts) across up to 200 rows.

Analyzes up to 200 rows of contract renewal inventory data (expiring_contracts, renewed_contracts) to produce category frequency distributions and adjacent row change reports.

Generates category frequency distributions and base-100 indexed series from user-supplied contract renewal data (expiring and renewed contracts), producing two analytical reports in one call.

Analyzes up to 200 contract renewal inventory rows to produce two local analytical reports: category frequency distributions and daily sum time series for expiring or renewed contracts.

Analyzes up to 200 contract renewal inventory records to produce category frequency counts and an equal-width histogram for either expiring_contracts or renewed_contracts.

Computes category frequency distributions and fills missing values in contract renewal inventory records (expiring and renewed contracts) for up to 200 rows, returning two independent analytical reports.

Analyzes supplied contract renewal inventory records to produce category frequency distributions and IQR-based outlier flags for up to 200 rows across two fields.

Analyzes contract renewal inventory records by computing category frequencies and numeric row ordering for up to 200 rows across two independent analytical reports.

Computes category frequencies and a secondary-measure weighted mean for up to 200 rows of contract renewal inventory data (expiring_contracts, renewed_contracts) in two independent reports.

Analyzes up to 200 contract renewal records by computing category frequencies (by company group) and Pearson/rank correlation between expiring_contracts and renewed_contracts.

Computes a daily sum time series and adjacent row-to-row changes for supplied contract renewal inventory data (expiring and renewed contracts).

Computes a daily sum time series and a base-100 index series for supplied contract renewal inventory data (expiring and renewed contracts) across up to 200 rows.

Generates two analytical reports (daily sum time series and date-by-category pivot) from supplied contract renewal inventory records (expiring and renewed contracts), using local engines on up to 200 rows.

Computes daily sum series and trailing mean series for supplied contract renewal inventory data (expiring and renewed contracts) across up to 200 rows.

Computes a daily sum time series and a two-measure correlation report for supplied contract renewal inventory data (expiring and renewed contracts).

Pivots contract renewal inventory data (expiring and renewed contracts) by date and category, then fills missing values using zero, mean, or median imputation — returning two analytical reports for up to 200 rows.

Analyzes contract renewal inventory records by producing a date-by-category pivot table and a keyed dataset comparison report for two supplied datasets.

Runs two local analytical reports on supplied contract renewal inventory data: a duplicate key detection report and an adjacent row change (delta) report, for up to 200 rows.

Analyzes up to 200 rows of contract renewal data to produce a duplicate key report and category frequency breakdown for expiring and renewed contract fields.

Analyzes supplied contract renewal inventory data (expiring and renewed contracts) to produce a duplicate key report and a daily sum time series, up to 200 rows.

Generates two local analytical reports — a duplicate key report and a date-by-category pivot — for supplied contract renewal inventory data (expiring and renewed contracts), up to 200 rows.

Analyzes up to 200 rows of contract renewal inventory data to produce a duplicate key report and an equal-width histogram for a chosen numeric field.

Analyzes up to 200 rows of contract renewal inventory data to produce a duplicate key report and fill missing values in either expiring_contracts or renewed_contracts using zero, mean, or median imputation.

Analyzes up to 200 contract renewal inventory rows to produce a duplicate key report and a grouped numeric summary for expiring and renewed contract fields.

Analyzes up to 200 rows of contract renewal inventory data to produce a duplicate key report and IQR-based outlier flags for expiring or renewed contract counts.

Runs two analytical reports on contract renewal inventory data: a duplicate key detection report and a keyed comparison between two supplied datasets, for up to 200 rows each.

Runs two local analytical reports (duplicate key detection and numeric distribution) on supplied contract renewal inventory data with up to 200 rows.

Analyzes up to 200 rows of contract renewal inventory data to produce a duplicate key report and a numeric interval filter report for expiring and renewed contract counts.

Runs two local analytical reports on supplied contract renewal data: a duplicate key detection report and a secondary-measure weighted mean calculation, for up to 200 rows.

Runs two local analytical reports on supplied contract renewal data: a duplicate key detection report and a trailing mean time series for either expiring or renewed contracts.

Generates two analytical reports (equal-width histogram and date-by-category pivot) for contract renewal inventory data (expiring and renewed contracts) supplied by the caller.

Computes equal-width histograms with explicit missing-value fill (zero, mean, or median) for contract renewal inventory data (expiring and renewed contracts), returning 2 analytical reports for up to 200 rows.

Generates an equal-width histogram and a keyed dataset comparison report for contract renewal inventory data (expiring and renewed contracts) across up to 200 rows.

Runs an equal-width histogram and a two-measure Pearson correlation on up to 200 rows of contract renewal inventory data (expiring_contracts, renewed_contracts) and returns both reports for a flat $0.01 USDC.

Deduplicates rows and computes adjacent row changes for contract renewal inventory data (expiring_contracts, renewed_contracts) across up to 200 rows, returning 2 analytical reports.

Deduplicates supplied contract renewal inventory rows and computes a Base-100 index series for expiring_contracts or renewed_contracts data, returning two analytical reports.

Deduplicates contract renewal inventory rows and computes daily sum time series for expiring_contracts or renewed_contracts fields across up to 200 supplied records.

Deduplicates contract renewal inventory rows and generates a duplicate key report for up to 200 records across expiring and renewed contract fields.

Deduplicates contract renewal inventory rows and generates equal-width histogram reports for expiring_contracts or renewed_contracts fields, processing up to 200 rows with 2 independent analytical reports.

Deduplicates exact rows and fills missing values in contract renewal inventory records (expiring_contracts, renewed_contracts) for up to 200 rows, producing 2 analytical reports.

Deduplicates contract renewal inventory rows and produces a grouped numeric summary for expiring_contracts or renewed_contracts data, covering up to 200 rows across 2 independent reports.

Deduplicates rows exactly and compares two keyed contract renewal inventory datasets (expiring_contracts, renewed_contracts) across up to 200 rows, returning two independent analytical reports.

Performs exact row deduplication and numeric distribution analysis on contract renewal inventory records (expiring_contracts, renewed_contracts) for up to 200 rows.

Deduplicates rows and computes trailing mean time series for contract renewal inventory data (expiring_contracts, renewed_contracts) across up to 200 rows.

Computes a grouped numeric summary and a Base-100 indexed time series for supplied contract renewal inventory records (expiring and renewed contracts).

Generates two analytical reports (grouped numeric summary and category frequencies) for contract renewal inventory data including expiring and renewed contract counts, grouped by company and date.

Generates two analytical reports (grouped numeric summary and date-by-category pivot) for contract renewal inventory data (expiring and renewed contracts) grouped by company category.

Computes a grouped numeric summary and an equal-width histogram for user-supplied contract renewal inventory data (expiring and renewed contracts), grouped by company.

Computes grouped numeric summaries and fills missing values for contract renewal inventory data (expiring and renewed contracts) across up to 200 rows.

Computes grouped numeric summary statistics and IQR-based outlier flags for up to 200 rows of contract renewal inventory data (expiring_contracts, renewed_contracts), producing two independent analytical reports.

Computes a grouped numeric summary and a keyed dataset comparison for contract renewal inventory records (expiring_contracts, renewed_contracts) across up to 200 rows.

Analyzes supplied contract renewal inventory records by computing a grouped numeric summary and filtering rows by a numeric interval, returning up to 2 analytical reports for up to 200 rows.

Computes grouped numeric summaries and numeric row ordering for contract renewal inventory records (expiring_contracts, renewed_contracts) across up to 200 rows, delivering 2 independent analytical reports per call.

Computes grouped numeric summary statistics and a secondary-measure weighted mean for supplied contract renewal inventory records (expiring and renewed contracts), grouped by company and date.

Produces a grouped numeric summary and a two-measure correlation report for contract renewal inventory data (expiring_contracts, renewed_contracts) supplied by the caller, using local analytical engines with no external lookups.

Runs two local analytical reports on supplied contract renewal data: IQR-based outlier detection and a date-by-category pivot table, for up to 200 rows.

Analyzes contract renewal inventory records to flag IQR-based outliers and fill missing values, producing two analytical reports for up to 200 rows.

Runs two local statistical analyses (IQR outlier detection and secondary-measure weighted mean) on supplied contract renewal inventory records (expiring_contracts, renewed_contracts) for up to 200 rows.

Analyzes up to 200 rows of contract renewal inventory data to detect IQR-based outliers and compute a two-measure correlation between expiring_contracts and renewed_contracts.

Compares two keyed contract renewal inventory datasets (expiring vs renewed contracts) and fills missing values explicitly, producing two analytical reports for up to 200 rows.

Analyzes up to 200 rows of contract renewal inventory data (expiring and renewed contracts) producing two reports: numeric distribution statistics and adjacent row changes, using local analytical engines.

Computes numeric distribution and daily sum time series for supplied contract renewal inventory data (expiring and renewed contracts), returning two analytical reports in one call.

Analyzes contract renewal inventory data (expiring and renewed contracts) by producing two reports: a numeric distribution summary and a date-by-category pivot table, grouped by company.

Computes a numeric distribution summary and an equal-width histogram for contract renewal inventory data (expiring_contracts or renewed_contracts) over up to 200 rows.

Computes numeric distribution statistics and fills missing values (zero/mean/median) for contract renewal inventory data (expiring_contracts, renewed_contracts) across up to 200 rows, producing two analytical reports.

Computes numeric distribution statistics and numeric row ordering for up to 200 contract renewal inventory records (expiring_contracts or renewed_contracts), returning 2 independent analytical reports per call.

Computes numeric distribution and secondary-measure weighted mean analytics for up to 200 rows of contract renewal inventory data (expiring and renewed contracts), returning two independent reports per call.

Computes a numeric frequency distribution and a trailing moving-average series for supplied contract renewal inventory data (expiring and renewed contracts) across up to 200 rows.

Computes numeric distribution statistics and a two-measure correlation report for contract renewal inventory data (expiring_contracts, renewed_contracts) supplied by the caller.

Filters contract renewal inventory rows by a numeric interval on a chosen field and computes adjacent-row changes, returning two analytical reports for up to 200 supplied rows.

Filters contract renewal inventory records by a numeric range on a chosen field and computes a daily sum time series, returning two analytical reports for up to 200 rows.

Filters contract renewal inventory rows by a numeric range and produces a date-by-company-group pivot report for expiring or renewed contracts, running two independent analytical reports on supplied data up to 200 rows.

Filters contract renewal inventory records by a numeric interval and generates equal-width histograms for expiring_contracts or renewed_contracts fields across up to 200 rows.

Applies a numeric interval filter and computes a trailing mean series on contract renewal inventory data (expiring and renewed contracts), returning up to 2 analytical reports for up to 200 rows.

Filters contract renewal inventory rows by a numeric interval on a chosen measure and computes the correlation between expiring_contracts and renewed_contracts across up to 200 supplied rows.

Computes numeric row ordering and adjacent row changes for up to 200 rows of contract renewal inventory data (expiring_contracts or renewed_contracts), returning two analytical reports.

Computes numeric row ordering and daily sum time series for up to 200 supplied contract renewal inventory records (expiring_contracts, renewed_contracts) using local analytical engines.

Generates two local analytical reports (numeric row ordering and equal-width histogram) for supplied contract renewal inventory data (expiring and renewed contracts), up to 200 rows.

Sorts contract renewal inventory rows numerically and fills missing values in expiring_contracts or renewed_contracts fields using zero, mean, or median imputation, returning 2 analytical reports for up to 200 rows.

Sorts contract renewal inventory records by a chosen numeric field and flags statistical outliers using the interquartile range (IQR) method, producing two analytical reports per call.