3. Data, Science & AI

Enforces structured tracking for parallel validation of multiple external AI models, ensuring progress monitoring and complete result presentation.

Reference guide for Google Gemini 3 Pro Image API, covering text-to-image generation, editing, aspect ratios, and error handling.

Correlates content attributes with GA4 and GSC metrics to identify key performance drivers for content optimization.

Optimizes bulk file reading by suggesting semantic search alternatives, reducing token usage through ranked results from claudemem instead of sequential reads.

Guides proper Claudish CLI usage through sub-agents to interact with external AI models (Grok, GPT-5, Gemini) via OpenRouter, preventing context pollution.

Guide for safely using Claudish CLI via sub-agents to interact with external AI models (Grok, GPT-5, Gemini, MiniMax) through OpenRouter, preventing context pollution.

Provides strategic guidelines for agent selection, delegation, and coordination in multi-agent systems, including task isolation and PROXY_MODE patterns.

Provides technical analysis for stocks and ETFs using RSI, MACD, and Bollinger Bands to generate trading signals and market insights.

Validates Nextflow example scripts by executing, verifying outputs, testing resume functionality, and comparing results with documentation.

Creates, edits, and analyzes spreadsheets with formula support, formatting, and data visualization for data processing tasks.

Performs comprehensive data analysis on CSV files using Python's pandas library for data manipulation and exploration.

Analyzes meeting transcripts to identify communication patterns and provide actionable feedback for improving leadership and interpersonal skills.

Monitors context complexity in AI systems and triggers state dumps to prevent quality degradation before it occurs.

Maintains session context across interactions using an observer agent to load prior context and identify evolution opportunities.

Applies mathematical transformations to temperature data using rules from input/input.md for data normalization and analysis.

Fetches current weather temperature data for Karachi, Pakistan using the wttr.in API.

Generates and converts LLM agents using VeADK-Go framework for AI application development.

Converts audio files to text using Groq Whisper API with support for multiple audio formats.

Fetches YouTube video transcripts to enable text analysis and summarization tasks.

Manages AI rules, skills, and documentation for context and discoverability. Supports creation, editing, and auditing of AI system configurations.

Provides Supabase-specific best practices for optimizing Postgres database performance, query design, and schema configuration.

Manages creation, promotion, cleanup, and namespacing of temporary and defined AI agents for custom agent workflows.

Visualizes mathematical equations, proofs, and geometric concepts with LaTeX rendering, graphing, and 3D surface capabilities.

Extracts news content from Chinese platforms including WeChat Official Accounts, Toutiao, and major news sites in JSON or Markdown format.