ai-tool-assessment
Assess and report on AI tool subscriptions, usage patterns, and cost-effectiveness. Use for reviewing AI subscriptions, analyzing tool usage, optimizing AI spend.
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Assess and report on AI tool subscriptions, usage patterns, and cost-effectiveness. Use for reviewing AI subscriptions, analyzing tool usage, optimizing AI spend.
Extract a YouTube video transcript from a URL and summarize it into important content, learnings, and suggestions. Use when the user provides a YouTube link and wants a clean transcript and structured…
Extract frames from videos at specific timestamps or intervals, find best frames, and generate thumbnail grids for previews.
Finetuning Foundation Models - when to finetune, LoRA, QLoRA, PEFT techniques, memory optimization, model merging. Use when adapting models to specific domains, reducing costs, or improving performanc…
Use this skill when creating a statistical plot or chart from a data file. Triggers on "plot this data", "make a chart", "graph this CSV", or "visualize these results". Applies to CSV, JSON, or tabula…
Generate images using Grok (xAI) image generation API. Use when you need to create images from text prompts.
Generate images via Sophnet Qwen-Image-Plus and poll for task completion. Use when the user asks for Sophnet image generation, Qwen-Image-Plus, or requests an image from the Sophnet API.
MCP server providing profanity detection tools for AI assistants. Use when reviewing batches of user content, auditing comments for moderation reports, analyzing text for profanity before publishing, …
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or …
Analyze survey responses with Likert scale analysis, cross-tabulations, sentiment scoring, and frequency distributions with visualizations.
Extract topics from text collections using LDA (Latent Dirichlet Allocation) with keyword extraction and topic visualization.
Transform AI-sounding writing into natural, human prose. Use when creating or editing any written content—articles, essays, reports, emails, social posts, scripts, or marketing copy—to avoid patterns …
Persistent memory system for AI agents following Model Context Protocol (MCP). Use for storing long-term memories across sessions, semantic search of past knowledge, building knowledge graphs, auto-in…
A comprehensive AI model routing system that automatically selects the optimal model for any task. Set up multiple AI providers (Anthropic, OpenAI, Gemini, Moonshot, Z.ai, GLM) with secure API key sto…
Control browser automation agents via the Bits MCP server. Use when running web scraping, form filling, data extraction, or any browser-based automation task. Bits agents can navigate websites, click …
Issue ClawPrint reverse-CAPTCHA challenges to verify that another user or agent is a real AI, not a human. Uses the ClawPrint API to generate speed or pattern challenges that only machines can solve w…
Calculate AI-readiness score (0-100%) for any project with project.faf file. Shows Podium tier (Trophy/Gold/Silver/Bronze), identifies strengths and gaps, provides improvement roadmap. Use when user a…
Create timelapse videos from image sequences with frame rate control, transitions, and quality optimization.
Use when asked to inspect video file metadata, get video duration, resolution, codec information, frame rate, or bitrate.
Multi-model consensus scoring for content ideas. Scores the same idea with Claude, GPT-4o, Gemini, and Grok in parallel, then aggregates for a balanced verdict. Reduces single-model bias and improves …
Enterprise RAG v2 (offline-first): incremental indexing, BM25 + hybrid hooks, GraphRAG/RAPTOR/CRAG adapters, eval + EvidencePack.
Advanced expert in prompt engineering, custom instructions design, and prompt optimization for AI agents
Community knowledge sharing for AI agents - search, share, and vote on solutions via Reposit. Automatically searches when encountering errors, shares solutions after solving problems, and votes to sur…
Issue ClawPrint reverse-CAPTCHA challenges to verify that another user or agent is a real AI, not a human. Uses the ClawPrint API to generate speed or pattern challenges that only machines can solve w…