Search Skills

Exports UMAP projections and HDBSCAN clusters, and manages Qdrant vector collections for latent space analysis and similarity search.

Automates per-sprint PDF summary generation with card layout from sprint documentation, creating shareable recap documents for project management.

Generates sprint documentation checklists and templates, evaluates documentation quality, and supports the research-spec-prompt-implement-document workflow.

Inspects Docker containers, volumes, and compose services for state checks and data extraction without heavy service execution.

Automates generation of sprint retrospective insights by analyzing co-updated files and documents in git history, providing evidence-based narrative and metrics.

Manages Pixel Detective service operations including starting, stopping, and status checks for Docker, Qdrant, ML, UMAP, and frontend components.

Generates a concise, step-by-step plan for coding tasks upon explicit user request.

Removes unnecessary comments, defensive code, and style inconsistencies from AI-generated code to improve code quality during review.

Creates a HANDOFF.md file to transfer conversation context to another agent, enabling seamless handoff between conversation sessions.

Guide for creating and updating Claude skills with specialized knowledge, workflows, or tool integrations.

Automates Python package releases to PyPI with version bumps, changelog updates, and git tagging for seamless deployments.

Generates commit messages and handles code persistence in version control systems upon user request.

Middleware for capturing, logging, and analyzing agent interactions with security features and compliance-ready audit trails.

Provides multi-layer validation for AWS CloudFormation loops to prevent deployment issues and ensure robust infrastructure deliverables.

Checks database migration scripts for destructive operations to prevent data loss before deployment.

Manages file and log operations within AWS CloudFormation environments, streamlining infrastructure-as-code workflows.

Generates test coverage reports to identify untested code paths and low-coverage areas across multiple programming languages for code review.

Analyzes codebases to identify reusable components, similar features, and architectural patterns for refactoring and optimization.

Tracks development velocity and cycle times to identify trends for data-driven product management decisions.

Manages task groups, development plans, and success criteria for structured project execution.

Analyzes historical data to identify patterns and generate predictive insights using data science techniques.

Deprecated router for database operations, directing to domain-specific database skills (core, workflow, agents, context).

Manages context packages, error patterns, and strategic implementations in software development.

Deterministically constructs AI agent prompts using Python, enabling structured input for BAZINGA agents prior to deployment.