Search Skills

Handles event deduplication using canonical selection, reputation scoring, and hash-based grouping for multi-source data aggregation.

Centralized environment variable management with validation and fail-fast startup for multi-environment setups (dev/staging/prod).

Multi-stage pipeline for entity reconciliation using PostgreSQL trigram pre-filtering, overlap checks, and multi-factor scoring to match similar entities.

Generic productivity automation tool for streamlining routine tasks without domain-specific context.

Statistical scoring with z-scores, percentiles, freshness decay, and cross-category normalization for ranking items with confidence.

Provides real-time server-to-client communication using SSE with automatic reconnection and heartbeat mechanisms for live features.

Provides production email service for transactional emails, marketing campaigns, and delivery tracking via webhooks.

Provides a robust client for external AI image generation API integration with retry logic, rate limiting, and content safety checks for multi-turn conversations.

Provides a secure file upload pipeline with multi-stage validation, ClamAV malware scanning, and hash-based duplicate detection to prevent security risks.

Provides secure JWT authentication with refresh token rotation, secure storage, and automatic renewal for stateless auth in SPAs, mobile apps, and APIs.

Collects and exports Prometheus-compatible metrics including counters, gauges, and histograms for monitoring and alerting with proper labeling.

Validates API requests using schema-based validation (Zod, Joi, Pydantic) with sanitization and user-friendly error messages.

Augments user cognition by connecting conversations to a persistent knowledge tree, enabling proactive recall, search, and organization of prior knowledge during technical work.

Step-by-step guide for developing and updating Claude skills to extend capabilities through specialized knowledge and integrations.

Quantum-resistant version control system for AI agents with self-learning capabilities and multi-agent coordination via ReasoningBank intelligence.

Queries BSL semantic models using aggregation, filtering, and visualization for data analysis from semantic tables.

Creates and modifies semantic data models with dimensions, measures, and joins using BSL and YAML configuration for business intelligence applications.

Generates frontend code from Figma designs using TemPad Dev MCP, detecting project conventions and outputting integration-ready code without guessing styles.

Guides iterative technical specification development through skeptical questioning and refinement for features, architecture decisions, and RFCs.

Manages developer tasks across multiple sessions, breaking down implementation steps and persisting context for seamless handoffs.

Automates conversion of markdown planning documents into structured task hierarchies within Overseer for efficient project tracking.

Automates local web project preview by detecting project type (Node.js or static HTML) and launching the appropriate development server.

Generates distinctive, production-ready frontend code for web components, pages, and applications with high design quality and avoiding generic AI aesthetics.

Provides comprehensive guidance for building TypeScript libraries with industry-tested patterns for project setup, API design, and release workflows.