Agent Self Correction
AI agent self-correction mechanisms enable agents to detect errors, validate
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AI agent self-correction mechanisms enable agents to detect errors, validate
Use ONLY when user wants to search for, find, or download free stock PHOTOGRAPHS. Searches Unsplash, Pexels, or Pixabay. NOT for fonts, music, audio, videos, icons, vectors, or any non-photo media.
Observe user interaction patterns, extract per-session facets, update a dual-matrix soul state, and periodically synthesize a personalized Soul profile for better collaboration.
Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent performance, optimizing for cost or latency, implementing long-running agent systems, agents…
Generate or edit images using the ai-img CLI with AI SDK (multi-provider: OpenAI, Google, Fal). Use when: (1) Generating images from text prompts, (2) Editing existing images with AI, (3) Batch proces…
Use simplicity-cli to autofill PDF forms from local files or URLs, monitor async task execution, and download filled PDFs. Use when a user asks to fill forms with AI, run form autofill from context/so…
Build comprehensive memory context from World Weaver for current task
Intelligent screenshot and screen capture with OCR, markdown conversion, and annotation. Triggered by PrtSc key, captures screen regions, extracts text with OCR, converts to markdown using MarkItDown,…
TinyML Microcontroller AI enables deployment of machine learning models
Optimize and prepare 3D assets for web delivery. Use this skill when working with GLTF/GLB files, compressing 3D models, optimizing textures, setting up Blender exports, or preparing assets for Three.…
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integr…
Design and implement memory architectures for agent systems. Use when building agents that need to persist state across sessions, maintain entity consistency, or reason over structured knowledge.
AISBench Benchmark - AI model evaluation tool for Ascend NPU. Supports accuracy evaluation (service/local models on text, multimodal datasets), performance evaluation (latency, throughput, stress test…
Query and contribute to Radar, a shared knowledge base that gives agents structured knowledge about websites — navigation flows, selectors, scripts, gotchas, and more.
Memory visualization and diagramming for World Weaver systems
Delegate tasks to external LLM services (Gemini, Qwen) with quota, logging,
AI Audit Trail & Accountability is a system that records and tracks
An AI interview-style content creation system. It's not written by a human, nor is it automatically generated by AI, but rather, after analysis by AI, the person is interviewed and the content is writ…
Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.
Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting web searches for current information, finding r…
Generate videos using Google's Veo 3.1 API via the @google/genai SDK (JavaScript/TypeScript). Use when the user wants to: generate video from a text prompt, animate an image into video, interpolate be…
Trigger and manage World Weaver memory consolidation
Recall memories from World Weaver using multi-strategy retrieval
Record browser sessions using Playwright for web UI tutorials, converts