This skill should be used when the user asks about "test validation", "assertion strategies", "regex vs contains", "handling flaky tests", "validation failures", "expected vs actual", or needs guidance on choosing validation approaches and handling edge cases.
Verify and enforce use of latest stable library and package versions using live documentation lookups. Prevents outdated version recommendations, security vulnerabilities from stale dependencies, and deprecated API usage across 13+ package ecosystems.
Verify and enforce use of the latest stable library/package versions using live documentation lookups instead of training-data knowledge. Use PROACTIVELY whenever: (1) Recommending or selecting a library, framework, or package version, (2) Adding dependencies to any project (package.json, pyproject.toml…
Verify and enforce use of the latest stable library/package versions using live documentation lookups instead of training-data knowledge. Use PROACTIVELY whenever: (1) Recommending or selecting a library, framework, or package version, (2) Adding dependencies to any project (package.json, pyproject.toml…
Recursive Language Model integration for Claude Code using rlm-rs CLI. Enables processing documents far exceeding context windows via chunking and recursive sub-LLM calls.
Efficient chunk-level analysis agent for RLM workflow. Use this agent when processing individual chunks from large documents that have been split by rlm-rs. Returns structured JSON findings.
Result aggregation agent for RLM workflow. Use this agent to synthesize findings from multiple rlm-subcall chunk analyses into a coherent, comprehensive answer.
This skill should be used when the user asks about "chunking strategies", "how to chunk a file", "semantic vs fixed chunking", "chunk size selection", "overlap settings", or needs guidance on selecting the appropriate chunking approach for RLM processing.
This skill should be used when the user asks to "process a large file", "analyze document exceeding context", "use RLM", "recursive language model workflow", "chunk and analyze a file", "handle long context", or needs to work with documents too large to fit in the context window. Orchestrates the full RLM loop using…