semantic-compression
Aggressively prune grammatical scaffolding and filler text from inputs to optimize LLM token usage while retaining core semantic content.
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295 skills found
Aggressively prune grammatical scaffolding and filler text from inputs to optimize LLM token usage while retaining core semantic content.
Generate publication-quality statistical plots from CSV or JSON data files using AI-driven automated visualization.
Execute implementation plans using isolated subagents for each task, featuring a rigorous two-stage review process for spec compliance and code quality.
Search the web using Tavily's LLM-optimized search API for relevant, source-cited content without writing code.
Extract tacit engineering knowledge through guided interviews and generate structured steerings for consistent project standards and conventions.
A project-specific architectural template for Next.js 15, FastAPI, and Supabase applications, including structured AI integration patterns.
Maintain a structured DEBUG_LOG.md for recording bugs, debugging processes, and solutions to ensure project stability and knowledge retention.
Deep document structure analysis and intelligent content extraction for knowledge bases.
Orchestrate complex workflows by coordinating multiple specialized AI agents for multi-perspective code analysis, feature implementation, and system-wide reviews.
Analyze Claude Code session history to identify inefficiencies, optimize token usage, and suggest workflow improvements.
Enforce high-quality Java 17+ coding standards, Spring Boot conventions, and maintainable project structures.
Synthesize interview transcripts into a structured template including Jobs to Be Done (JTBD), satisfaction signals, and actionable items.