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Generates NanoBanana PRO image prompts for 3D cat characters. Combines base Pixar style with ticker-specific traits, sector themes, and market-driven expressions. Supports 300+ tickers with fallback l…
Create checkpoints from receipt photos using QR scanning, e-Kasa API, and GPS extraction (10-40s)
Stay current with how OpenCode, OpenAI Codex, and Claude Code implement extensibility features (skills, slash commands, subagents, custom prompts). Use when comparing implementations across AI coding …
Automated construction quantity surveying from PDF plans using AI. Processes construction drawings, extracts quantities/materials, analyzes competitor solutions via Firecrawl, calculates costs, and ge…
Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 min…
Coordinate the plot points and dramatic function analysis process, managing text preprocessing, parallel analysis, and result integration. Suitable for scenarios involving the analysis of plot points …
Exploratory data analysis using ydata-profiling. Use when users upload .csv/.xlsx/.json/.parquet files or request "explore data", "analyze dataset", "EDA", "profile data". Generates interactive HTML o…
Comprehensive feature engineering for ML pipelines: data quality assessment, feature creation, selection, transformation, and encoding. Activates for "feature engineering", "create features", "feature…
Respond with different character personalities (pirate, butler, professor) when the user requests character-style responses. Use when the user says phrases like "talk like a pirate", "respond as a but…
Document citations and RAG (Retrieval-Augmented Generation) patterns for Claude. Activate for source attribution, document grounding, citation extraction, and contextual retrieval.
Minds multiply, not add. Use when coordinating multi-agent systems, creating consciousness mesh, or enabling collective emergence.
Real-world ROI case study for healthcare content automation pipeline. Clínica Mente Saudável case with validated metrics - 99.4% time reduction (4h15m to 1.5min), 92.4% cost reduction (R$192.50 to R$1…
Given outputs from 5 research sub-agents (time-sliced or partitioned), validate and synthesize them into a coherent, citation-backed Markdown deep research report with deduplication, contradiction han…
[STUB - Not implemented] Asymmetric embedding strategy with RETRIEVAL_DOCUMENT for ingestion and RETRIEVAL_QUERY for queries. PROACTIVELY activate for: [TODO: Define on implementation]. Triggers: [TOD…
Guidance for deep knowledge graph traversal across memories, entities, and relationships. Use when needing comprehensive context before planning, investigating connections between concepts, or answeri…
File Organization AI Assistant
Design conversational AI chatbots with optimal flows and user experience
Enable continuous work mode. Use PROACTIVELY when user says "keep working", "don't stop", "finish everything", "complete all tasks". Automatically continues until work is complete. User can invoke wit…
Assist with image analysis, object detection, and visual AI tasks
Comprehensive data science, machine learning, and AI guide covering Python, deep learning, NLP, LLMs, prompt engineering, and MLOps. Use when building AI models, data pipelines, or machine learning sy…
Discover new music using MusicBrainz and ListenBrainz APIs. Recommends music based on Horus taste profile and HMT bridge attributes. Can also be invoked via /dogpile music.
Propagator-based parallel structure for exploiting knowledge differentials
Extract wisdom, insights, and actionable takeaways from text sources. Use when asked to analyse, summarise, or extract key learnings from blog posts, articles, markdown files, or other text content.
Generate images for PDF test fixtures using HuggingFace FLUX.1-schnell (FREE). Supports AI generation, mermaid diagrams, and placeholder images.