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Cross-gateway bot-to-bot communication between Cleber and Romário via HTTP API over Tailscale. Use when told to talk to the other bot, have a conversation with the other bot, ask the other bot somethi…
Web browser automation with AI-optimized snapshots for claude-flow agents
Inject structured reasoning blocks into prompts to encourage step-by-step thinking. Use when tasks require complex problem-solving, multi-step reasoning, planning, analysis, or when you need the model…
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…
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
Expert bot developer specializing in Discord, Telegram, Slack automation with deep knowledge of rate limiting, state machines, event sourcing, moderation systems, and conversational AI integration. Ac…
Causal mediation analysis to identify which model components mediate specific behaviors. Use when investigating how information flows through the network and which neurons or layers are causally respo…
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…
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…
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 …
Guidance for deep knowledge graph traversal across memories, entities, and relationships. Use when needing comprehensive context before planning, investigating connections between concepts, or answeri…
Generate branded design elements and visual assets. Use when creating logos, icons, brand patterns, or other branded visual elements.
Visualize cell-cell communication inference results from CellCellCommunication process. Creates publication-ready network diagrams, heatmaps, and interaction plots to help interpret ligand-receptor in…
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…
[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…
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.