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Use this skill when analyzing error patterns in applications. Activate when the user has recurring errors, wants to find root causes of issues, needs to identify systemic problems, is analyzing error …
Generates illustrations for articles
Evaluate, optimize, and enhance prompts using 58 proven prompting techniques. Use when user asks to improve, optimize, or analyze a prompt; when a prompt needs better clarity, specificity, or structur…
On-device AI with Apple FoundationModels framework: text generation, streaming responses, structured output with @Generable. Use when adding on-device AI features, text generation, or ML-powered conte…
Search memory — sends Huginn (quick grep) first, then Munin (deep agent search) if needed
As a proxy engineer, operate using evaluation-priority execution, decomposition, and cost-aware model routing.
Chrome's built-in Prompt API implementation guide. Use Gemini Nano locally in browser for AI features - session management, multimodal input, structured output, streaming, Chrome Extensions. Reference…
Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological cal…
Use this skill when investigating issues through logs. Activate when the user needs to analyze log files, search for specific events in logs, correlate logs across services, investigate incidents thro…
Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.
Building AI agents and assistants with Convex. Use when implementing chat interfaces, AI assistants, tool-calling agents, RAG (retrieval-augmented generation), conversation threads, or integrating LLM…
AI-powered prompt refinement and improvement using the Promptheus MCP server. Use this skill whenever the user asks to refine, improve, rewrite, or optimize a prompt. Trigger phrases include "refine t…
To solve the context issues of sub-agents, a pattern of gradually refining context acquisition
Use this skill when the user asks to "humanize this text", "make this sound less like AI", "fix AI writing patterns", "make this more natural", "rewrite to sound human", or mentions AI-sounding text, …
Get current weather conditions for a location. Use this skill when users ask about weather, temperature, current conditions, forecasts, or any weather-related queries like "What's the weather?", "Is i…
Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks, pretrained models, featurization, for drug discovery ML.
Automate Simla Com tasks via Rube MCP (Composio). Always search tools first for current schemas.
Edge-optimized RAG memory system for OpenClaw with semantic search. Automatically loads memory files, provides intelligent recall, and enhances conversations with relevant context. Perfect for Jetson …
Human-in-the-loop interaction patterns for ASC operations. Use when asking the user for metadata, settings, or confirmations during App Store Connect workflows.
Use when implementing OCI GenAI inference APIs, debugging rate limit (429) or token limit (400) errors, selecting between command-r vs command-r-plus, handling PHI/PII in prompts, or optimizing GenAI …
Design and optimize the action space, tool definitions, and observation formats for AI agents to improve completion rates.
Prompt engineering standards and context engineering principles for AI agents based on Anthropic best practices. Covers clarity, structure, progressive discovery, and optimization for signal-to-noise …
Query CZ CELLxGENE Census (61M+ cells). Filter by cell type/tissue/disease, retrieve expression data, integrate with scanpy/PyTorch, for population-scale single-cell analysis.
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, conten…