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Data & AI

Introduction and implementation guide for Google Cloud Vector Search 2.0, referencing official documentation and resources.

Data & AI

Check mathematical correctness of TDA results against known benchmarks and internal consistency checks, including persistence diagrams, null models, and Wasserstein distances.

Development

Inserts a decimal objective (e.g., 72.1) between existing integer objectives to accommodate urgent work discovered mid-milestone. Preserves the logical sequence of planned objectives without renumbering the entire roadmap. Use only when explicitly requested for structural roadmap changes.

Development

Diagnosis loop for hard bugs and performance regressions. Use when the user says 'diagnose'/'debug this', or reports something broken/throwing/failing/slow.

Productivity

Helps with core product management tasks: writing PRDs, RICE prioritization, metrics analysis, and user research synthesis. Useful when analyzing user interviews, prioritizing features, preparing stakeholder updates, or interpreting product analytics.

Data & AI

Predict persona performance in specific task contexts.

Development

Generates a complete CRUD module from a database table definition, orchestrating 9 sub-skills to create migrations, models, controllers, and Vue pages.

Productivity

Generate a structured handoff document capturing git state, workflow position, and next steps to resume work seamlessly.

Development

Adds a source file to the processing queue. It validates the file, detects duplicates by filename and content similarity, creates an archive folder, and moves the source from inbox for processing. Use this to seed new documents into the system before extraction.

Documentation

Coordinates specialist skills to produce complete design documents. Creates structure, assigns sections to specialists, and merges their contributions into unified design.

Development

Create a new Claude Code skill to automate workflows and guide development patterns. Skills are auto-activated workflows stored in .claude/skills/ that guide Claude through repetitive development patterns, reduce context usage, and ensure consistency. This skill helps users define, generate, and confirm skills by creating the directory and SKILL.md file with appropriate frontmatter, triggers, instructions, and best practices.

Development

Reference for Vite configuration, plugin API, SSR, and Vite 8 Rolldown migration. Covers vite.config.ts, environment API, and official plugins.