Processes sensitive local documents through PII Guard and a local Ollama model into a reversible redacted copy without allowing the non-open-source main agent to read the original, restoration map, or restored contents. Use whenever the user asks to de-identify or redact a private file, create a reversible sanitized…
Foundational data-discipline skill for econometrics work in any language. Enforces the discipline that every other data, analysis, and writing skill depends on: define the unit of analysis before anything else; treat IDs as a contract; merge with explicit cardinality and validation; never silently change the unit of…
Pseudonymises medical and clinical documents by replacing patient identifiers with labelled tokens (e.g. [PATIENTNAME1], [NHSNUMBER1], [DATEOFBIRTH1]) so the text can be safely processed by AI or shared, with clinical meaning intact. Combines a deterministic pattern layer (NHS numbers with Modulus-11 validation, UK…
Comprehensive global privacy compliance agent skill covering GDPR, CCPA/CPRA, HIPAA Privacy Rule, EU AI Act, LGPD, cross-border data transfer mechanisms (SCCs, BCRs, EU-US DPF), PII identification and classification, data minimization, consent management, privacy-by-design patterns, DPIA workflows, data subject access…
Execute sophisticated Data Extraction and Privacy Leakage attacks explicitly against Large Language Models (LLMs) to natively force the neural network entirely into organically regurgitating exact, verbatim strings of Highly Confidential Personally Identifiable Information (PII), proprietary source code, or…
Fulfil GDPR "right to be forgotten" / erasure and CCPA deletion requests against OpenSearch by finding and removing a person's personal data — including INDIRECT contextual identification, where an individual is identifiable without their name, email, or ID ever appearing (e.g. "the solo frontend engineer on duty…
Use when the user asks you to read, summarize, translate, analyze, or edit local documents that may contain personal data (contracts, invoices, HR documents, legal or medical text, emails, German DSGVO-relevant files), when paths like ./incoming/, ./clients/, or ./contracts/ are referenced, when a PreToolUse block…
An MCP server that gives AI agents access to a trusted, sanitized library of agent war stories: hard lessons from real sessions, scrubbed clean before they leave the source.