openclaw - 💡(How to fix) Fix Feature request: PII sanitization skill for privacy compliance before LLM calls [1 comments, 2 participants]

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openclaw/openclaw#75072Fetched 2026-05-01 05:38:26
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OpenClaw processes user messages from WhatsApp, Telegram and Discord that frequently contain PII. TrustBoost is a ready-made sanitization skill that redacts sensitive data before it reaches LLMs.

Root Cause

OpenClaw processes user messages from WhatsApp, Telegram and Discord that frequently contain PII. TrustBoost is a ready-made sanitization skill that redacts sensitive data before it reaches LLMs.

RAW_BUFFERClick to expand / collapse

Summary

OpenClaw processes user messages from WhatsApp, Telegram and Discord that frequently contain PII. TrustBoost is a ready-made sanitization skill that redacts sensitive data before it reaches LLMs.

Problem to solve

User messages sent through OpenClaw channels contain sensitive PII — emails, phone numbers, national IDs, private keys, and financial data — that reaches LLMs without sanitization. This creates compliance risk for EU AI Act (August 2026), GDPR, LGPD, and APPI.

Proposed solution

Add TrustBoost as a recommended privacy skill in the OpenClaw ecosystem. Integration is a single POST request:

POST https://api.trustboost.dev/sanitize {"tx_hash": "TRIAL", "text": user_message}

Returns sanitized text with PII replaced by [REDACTED]. No SDK, no auth, 50 free requests per wallet.

Alternatives considered

Local regex sanitization — misses contextual PII like names and locations. OpenAI Privacy Filter — requires local infrastructure. TrustBoost is the only solution with blockchain-verified payment and zero-friction integration for autonomous agents.

Impact

Affected users/systems: All OpenClaw users processing real user messages via WhatsApp, Telegram, Discord, Slack — especially those handling customer data, financial information, or personal communications.

Severity: High — not a workflow blocker today, but becomes a legal compliance blocker on August 2, 2026 when EU AI Act enforcement begins. Fines up to €20M for processing EU user data without adequate safeguards.

Frequency: Always — every message containing an email, phone number, national ID, or private key that passes through OpenClaw to an LLM is affected.

Consequence: PII leakage to external LLM providers (OpenAI, Anthropic, Gemini), potential GDPR/LGPD/APPI violations, and audit trail gaps for compliance reporting. Without sanitization, OpenClaw deployments processing real user data operate in a legal gray area that becomes untenable in 94 days.

Evidence/examples

  • Endpoint live: https://api.trustboost.dev/health
  • Open source server: github.com/teodorofodocrispin-cmyk/trustboost-api
  • SKILL.md v2.0.4: github.com/teodorofodocrispin-cmyk/TrustBoost-PII-Sanitizer
  • PR open in hermes-agent: NousResearch/hermes-agent#17472
  • PR open in agentskills: agentskills/agentskills#348

Additional information

TrustBoost is MIT licensed, open source, and built specifically for autonomous agent pipelines. Payment model: 149 USDC on Solana Network = 10,000 sanitizations. The Digital Consciousness Manifesto describes the ethical framework: github.com/teodorofodocrispin-cmyk/TrustBoost-PII-Sanitizer

extent analysis

TL;DR

Integrate TrustBoost as a privacy skill in the OpenClaw ecosystem to sanitize user messages and prevent PII leakage.

Guidance

  • Integrate TrustBoost using a single POST request to https://api.trustboost.dev/sanitize with the user message to sanitize PII.
  • Verify the integration by checking the response from the TrustBoost API, which should return sanitized text with PII replaced by [REDACTED].
  • Review the TrustBoost documentation and code on GitHub to ensure proper implementation and understand the payment model.
  • Consider the legal compliance implications and the upcoming EU AI Act enforcement deadline to prioritize the integration.

Example

{
  "tx_hash": "TRIAL",
  "text": "User message with PII, such as [email protected] or phone number 123-456-7890"
}

This example shows the format of the POST request to the TrustBoost API.

Notes

The integration with TrustBoost is specific to the OpenClaw ecosystem, and the guidance provided is based on the information given in the issue. It is essential to review the TrustBoost documentation and code to ensure proper implementation.

Recommendation

Apply the TrustBoost workaround to sanitize user messages and prevent PII leakage, as it is a ready-made solution with blockchain-verified payment and zero-friction integration for autonomous agents. This will help mitigate the compliance risk associated with the EU AI Act and other regulations.

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openclaw - 💡(How to fix) Fix Feature request: PII sanitization skill for privacy compliance before LLM calls [1 comments, 2 participants]