Skill UI

Guides how to stretch limited LLM context windows by compressing, masking, caching, and partitioning information so agents process longer conversations or documents without enlarging models; includes when to trigger optimizations and concrete patterns for summaries, masking, KV-cache reuse, and budget tracking.

Automates Delta Lake compliance patterns for GDPR, PII masking, retention, and row-level security via Unity Catalog tags, handlers, and masked views so teams can safely delete or restrict sensitive records while keeping audit trails.

Provides LangChain data privacy and handling best practices, covering PII detection, masking, retention, consent, and audit logging so LLM applications can stay compliant when processing sensitive inputs.

Varlock Secret Guard ensures Claude Code sessions manage environment variables securely by masking secrets, validating schemas, and running CLI commands without leaking sensitive data or logging values.

A comprehensive, four-stage methodology for debugging complex software issues, ensuring that fixes target the root cause rather than merely masking symptoms. This guide mandates rigorous investigation (gathering evidence, tracing data flow), pattern analysis, controlled hypothesis testing, and disciplined implementation via test-driven development. Use this when facing production bugs, test failures, performance degradation, or unexplained system behavior, especially under time pressure.