productivity▌

Generates detailed implementation blueprints by analyzing project architecture, technology stacks, and workflow patterns. \n \n Auto-detects project type, entry points, persistence mechanisms, and architecture patterns (.NET, Java/Spring, React, microservices, etc.) to tailor documentation \n Documents complete end-to-end workflows across entry points, service layers, data access, error handling, and response construction with actual code examples \n Configurable output detail levels, workflow c

Parse, filter, deduplicate, and aggregate SARIF files from static analysis tools. \n \n Reads and processes SARIF 2.1.0 output from CodeQL, Semgrep, and other scanners; does not run scans itself \n Supports filtering by severity, extracting findings by file or rule, and deduplicating alerts using fingerprints and partial fingerprints \n Provides three strategies: jq for quick CLI queries, pysarif for programmatic object access, and sarif-tools for aggregation and format conversion \n Handles pat

Memory management CLI for AI agents. Organize, search, and maintain your memory files.

Interactive workflow to refine task prompts through structured questioning and clipboard delivery. \n \n Guides users through systematic prompt refinement by interrogating scope, deliverables, constraints, and technical requirements \n Produces polished markdown prompts and automatically copies them to the system clipboard via the Joyride extension \n Focuses exclusively on prompt engineering; does not generate code or implementation details \n Requires the Joyride extension for VSCode clipboard

You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.

PyLabRobot is a hardware-agnostic, pure Python Software Development Kit for automated and autonomous laboratories. Use this skill to control liquid handling robots, plate readers, pumps, heater shakers, incubators, centrifuges, and other laboratory automation equipment through a unified Python interface that works across platforms (Windows, macOS, Linux).

Comprehensive guide to code generation techniques including template engines, AST manipulation, code scaffolding, and automated boilerplate generation for increased productivity and consistency.

Diagnose and resolve database performance issues across PostgreSQL and MySQL with query analysis and optimization strategies. \n \n Analyzes slow queries using EXPLAIN ANALYZE , identifies missing indexes, and designs covering index strategies \n Provides database-specific tuning guidance for PostgreSQL and MySQL configuration, schema design, and partitioning \n Includes reference materials for query optimization, index strategies, monitoring, and lock contention resolution \n Delivers before/af

You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across multiple ecosystems to identify vulnerabilities, assess risks, and provide automated remediation strategies.

Recurring focus time blocks on Google Calendar to protect deep work hours. \n \n Creates weekly recurring focus blocks (Monday–Friday by default) that display as busy time, preventing calendar conflicts \n Requires the gws-calendar skill and uses Google Calendar's recurrence rules for flexible scheduling \n Includes verification step to confirm blocks appear correctly in calendar agenda view \n