Add Localization Wrapper Localization Wrap string fields in localization objects while keeping the result as structured JSON
object reversible
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Compute rollups and summary metrics over arrays such as count, sum, average, unique values, and flatten
array object destructive
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Clean noisy JSON by removing nulls, empties, duplicates, and other low-value clutter
object array destructive
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Create derived values or fields from formulas, expressions, and simple conditionals
object array
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Contract Validation Validation Enforce expected source-shape requirements before a pipeline transforms data
object array reversible
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Copy / Move Fields Structure Copy, move, or swap values between known JSON paths without broad restructuring
object array destructive
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Parse CSV text into a JSON array of row objects for further cleanup or reshaping
string reversible
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Combine two object trees into one with configurable deep-merge conflict resolution
object array
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Add or default fields on objects using expressions, generated values, and fallbacks
object array
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Convert objects to key-value entry arrays or rebuild objects from entries
object array destructive reversible
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Filter rows, items, keys, or values by explicit conditions and keep only the matches you want
object array destructive
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Find and replace matching keys or values across JSON using broad search patterns
object array destructive
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Convert nested objects to flat key paths or rebuild them using delimiter and casing rules
object array reversible
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Reformat individual values with case changes, trimming, coercion, and slugification
object array destructive
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Generate Mock Data Generate Generate mock JSON data from a template for testing, demos, or seeding pipelines
object array destructive
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JSON Diff / Change Report Compare Compare old and new JSON inputs and return a structured report of added, removed, and changed fields
object array
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Convert JSON array row data into final CSV text output
array reversible
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Remap existing values through a lookup table such as enums, codes, or category names
object array destructive
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Enforce a consistent schema across array items by filling missing keys and removing extras
array object destructive
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Parse browser DevTools console text into a structured JSON array of console entries
string
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Parse Named Debug Structured log lines into structured JSON records
string
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Keep only a known allowlist of fields and remove everything else
object array destructive
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Redact Sensitive Data Cleanup Mask secrets and PII while keeping the surrounding JSON structure intact
object array destructive
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Remove known fields, paths, or matching keys from JSON without masking the values
object array destructive
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Rename known keys or convert key casing without changing the underlying values
object array reversible
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Flexibly restructure collections by grouping, unwinding, transposing, or rearranging nested data
object array destructive
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Schema Validation Validation Validate JSON against a small schema config and return a field-level report
object array string reversible
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Enforce a known target shape by extracting paths, ensuring arrays, unwrapping values, or plucking indices
object array destructive
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Summarize a payload with compact statistics, structural overviews, and anomaly signals
object array destructive
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Tabular Operations Structure Shape tabular JSON rows with spreadsheet-like operations before later transforms or export
array destructive
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Reduce oversized payloads by truncating strings, capping arrays, and dropping large blobs
object array destructive
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