context-optimization
Optimize agent context windows through KV-caching, observation masking, summarization-based compaction, and context partitioning to reduce costs and latency.
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532 skills found
Optimize agent context windows through KV-caching, observation masking, summarization-based compaction, and context partitioning to reduce costs and latency.
A multi-paradigm ETL pipeline agent supporting batch and streaming data processing, schema inference, and configurable DAG-based transformations for heterogeneous data sources.
Generate incident response timelines and structured report packs from event logs to facilitate efficient detection-to-recovery tracking.
Apply the Six Thinking Hats methodology to software testing for structured, comprehensive quality analysis, test strategy design, and team discussions.
Read and navigate external documentation efficiently using llms.txt, MCP search, and smart parsing strategies.
Token-efficient CLI for browser automation, web testing, and agentic workflows using Playwright.
Generate high-converting, professional README.md files for open source projects and CLI tools using a value-driven, scannable framework.
Enforce epistemic quality in RAG systems with pre-ingestion verification. Ensures documents are properly qualified and structured before knowledge base entry.
Manage PR review workflows, resolve threads, and handle discussion comments using specialized erk exec commands.
Framework for building professional competitive landscape decks, including market positioning, peer benchmarking, and strategic synthesis for finance professionals.
Writes, executes, and refines SQL queries, from basic selects to complex multi-table joins, aggregations, and subqueries for data retrieval and reporting.
Expert guidance for designing and implementing high-quality tool schemas and descriptions for Julia's agent systems, ensuring reliable tool execution and reducing model hallucinations.