Genericize identifiers, file paths, and metadata in knowledge entries.
npx skills add https://github.com/statsclaw/statsclaw --skill privacy-scrub
Please help me install this Agent Skill. Skill: privacy-scrub Source: https://github.com/statsclaw/statsclaw/tree/main/skills/privacy-scrub Command: npx skills add https://github.com/statsclaw/statsclaw --skill privacy-scrub
Knowledge entries contributed to the shared brain risk exposing personally identifiable information about source projects, users, or organizations, making them unsafe for reuse by other teams and violating the framework's privacy requirements.
Use the privacy-scrub skill to genericize all identifying information in the extracted knowledge entry before proposing it for contribution to the shared brain.
High-intent search queries and answers about installing and using this skill.
To remove PII from knowledge entries, apply strict genericization rules to strip identifiers, file paths, code references, and dataset metadata before proposing contributions to a shared brain repository.
Genericization for safe knowledge contribution is the process of replacing project-specific identifiers and metadata with generic terms so statistical workflow knowledge can be reused without privacy violations.
Verify PII removal by running a step-by-step reviewer agent checklist that confirms all identifiers, file paths, and code references are genericized before the knowledge entry submission.
The genericization process aligns with automated CI scanning checks used in the brain-seedbank repository's validation workflow to enforce PII removal during continuous integration.
You can use this scrubbing protocol when a distiller agent extracts reusable knowledge from statistical package development workflows, ensuring all identifying information is genericized before submission.
Limitations include the strict scope of mandatory scrub categories, meaning you must carefully genericize all dataset metadata, code references, and file paths to avoid violating framework privacy requirements.
AbyssCNConsolidate an agent's raw events into durable memory facts.
statsclawExtract session insights from statistical package workflows for shared knowledge base contributions.
hxk622Run verification commands and analyze output before declaring task completion.
float-ritual-stackScan .claude/rules for backtick-wrapped paths and line references against the codebase.
