Privacy Protector

Run anonymization and restore flows

Use this skill when you need to anonymize text/files, restore placeholders with a saved map, or tune the local detector.

Maintainer-only validation assets are excluded from ClawHub uploads.

Scope

• Included:
• anonymize (scripts/anonymize.py)
• deanonymize (scripts/deanonymize.py)
• local detector diagnostics (scripts/detect_local.py)
• file/map workflow helpers behind those entrypoints
• Not included:
• command safety analysis (security)
• staged-diff or git pre-commit scanning

Working directory

Run these commands from inside the privacy-protector folder.

Requirements

• Hard requirement: python3
• Optional package: requests for API-backed dynamic, strict, and crossborder
• Optional package: python-docx for .docx
• Optional package: PyMuPDF for .pdf
• Optional override: ANONYMIZE_API_URL for non-lite levels
• Optional override: MODEIO_REDACT_MAP_DIR for local map storage

Core commands

Anonymize text

python3 scripts/anonymize.py \
  --input "Email: alice@example.com, Phone: 415-555-1234" \
  --level lite \
  --json

Anonymize a file

python3 scripts/anonymize.py \
  --input ./incident.docx \
  --level lite \
  --json

Restore from a saved map

python3 scripts/deanonymize.py \
  --input "Email: [EMAIL_1]" \
  --map ~/.modeio/redact/maps/.json \
  --json

Tune the local detector

python3 scripts/detect_local.py \
  --input "Project codename Phoenix is approved. Reach support@example.com." \
  --allowlist-file examples/detect-local/allowlist.json \
  --blocklist-file examples/detect-local/blocklist.json \
  --thresholds-file examples/detect-local/thresholds.json \
  --json

Runtime notes

• lite runs fully local. dynamic, strict, and crossborder call the backend API
• For crossborder, pass both --sender-code and --recipient-code
• Supported file inputs: .txt, .md, .markdown, .csv, .tsv, .json, .jsonl, .yaml, .yml, .xml, .html, .htm, .rst, .log, .docx, .pdf
• Saved maps default to ~/.modeio/redact/maps; use MODEIO_REDACT_MAP_DIR to override that location
• Text-like outputs get embedded map markers or sidecar .map.json references when needed
• .pdf supports anonymization only; de-anonymization is not supported
• Rich-file outputs keep assurance metadata in the JSON response so callers can decide how strict they want to be
• Use --json when you want the stable machine-readable envelope and file workflow metadata

Resources

• ARCHITECTURE.md for package boundaries
• references/cli-contracts.md for flags and output contracts
• references/file-workflows.md for map linkage and assurance behavior
• references/local-detector.md for profiles and shipped config examples
• examples/detect-local/ for ready-to-edit tuning files

When not to use

• Request routing or gateway policy enforcement
• Safety approval/block decisions

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: mode-io
• Source: mode-io/mode-io-skills
• License: Apache-2.0
• Homepage: https://www.modeio.ai/

Install and usage instructions live in the source repository linked above.