fr.humanmirror/forge

name:fr.humanmirror/forge

Five deterministic micro-tools for AI-agent data pipelines: clean, dedupe, normalize, score, detect.

transport:: remote
credential class:: self-provisionable

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Tools

clean_json
Normalize JSON deterministically: trim strings, normalize object keys, optionally remove empty values, and sort keys for stable downstream processing. One successful call consumes 1 HumanMirror Forge credit.
shallow
dedupe_records
Remove duplicate JSON records using exact canonical matching or selected key fields. One successful call consumes 1 HumanMirror Forge credit.
shallow
detect_anomaly
Detect numeric outliers using IQR and robust summary statistics, returning machine-readable anomaly positions. One successful call consumes 1 HumanMirror Forge credit.
shallow
normalize_entity
Normalize entity names, domains, URLs and emails into stable machine-readable canonical values. One successful call consumes 1 HumanMirror Forge credit.
shallow
score_data_quality
Score record-array data quality using completeness, duplicate rate and field type consistency. One successful call consumes 1 HumanMirror Forge credit.
shallow

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