Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

personjakexiaoNo key required

context-window-management

Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long...

download18deployed_codestar3
personjakexiaoNo key required

ml-engineer

Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring.

download18deployed_codestar2
personjakexiaoNo key required

scikit-learn

Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines.

download18deployed_codestar2
personjakexiaoNo key required

intellectia-stock-forecast

US Stock AI Trading Assistant | Intellectia AI Stock Forecast — Smart analysis of stock entry/exit points, target price predictions, probability calculations, and technical ratings. Supports "Should I…

download18deployed_codestar0
personjakexiaoNo key required

alicloud-ai-image-qwen-image-edit

Edit images with Alibaba Cloud Model Studio Qwen Image Edit models (qwen-image-edit, qwen-image-edit-plus, qwen-image-edit-max and snapshots). Use when modifying existing images (inpaint, replace, sty…

download18deployed_codestar357
personjakexiaoNo key required

eachlabs-image-edit

Edit, transform, upscale, and enhance images using EachLabs AI models. Supports image editing, style transfer, background removal, upscaling, inpainting, face swap, virtual try-on, 3D generation, and …

download18deployed_codestar0
personjakexiaoNo key required

bio-systems-biology-flux-balance-analysis

Perform flux balance analysis (FBA) and flux variability analysis (FVA) on genome-scale metabolic models using COBRApy. Predict growth rates, metabolic fluxes, and optimal resource utilization. Use wh…

download18deployed_codestar0
personjakexiaoNo key required

context-optimization

This skill should be used when the user asks to "optimize context", "reduce token costs", "improve context efficiency", "implement KV-cache optimization", "partition context", or mentions context limi…

download18deployed_codestar3
personjakexiaoNo key required

fda-medtech-compliance-auditor

Expert AI auditor for Medical Device (SaMD) compliance, IEC 62304, and 21 CFR Part 820. Reviews DHFs, technical files, and software validation.

download18deployed_codestar2
personjakexiaoNo key required

podcast-generation

Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creation..…

download18deployed_codestar2
personjakexiaoNo key required

slack-gif-creator

Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "..."

download18deployed_codestar2
personjakexiaoNo key required

deepsearch

Deep research agent system community edition, conducting multiple rounds of iterative web search and comprehensive analysis on complex topics. Use case: When a user needs to conduct in-depth and compr…

download18deployed_codestar250
personjakexiaoNo key required

speech-recognition

Transcribe speech to text using the Speech framework. Use when implementing live microphone transcription with AVAudioEngine, recognizing pre-recorded audio files, configuring on-device vs server-base…

download18deployed_codestar226
personjakexiaoNo key required

video-watermark

Add or remove watermarks from videos using each::sense AI. Add logo watermarks, text overlays, transparent watermarks, animated watermarks, and remove unwanted watermarks from TikTok, stock footage, a…

download18deployed_codestar0
personjakexiaoNo key required

image-batch

Batch process images for marketing. Use when: resizing images for social media; compressing images for web; removing backgrounds; adding watermarks; converting formats to WebP; optimizing for Core Web…

download18deployed_codestar35
personjakexiaoNo key required

conversation-memory

Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.

download18deployed_codestar3
personjakexiaoNo key required

ml-pipeline-workflow

Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod...

download18deployed_codestar2
personjakexiaoNo key required

scanpy

Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, and visualization. Best for exploratory scRNA…

download18deployed_codestar2
personjakexiaoNo key required

youtube-summarizer

Extract transcripts from YouTube videos and generate comprehensive, detailed summaries using intelligent analysis frameworks

download18deployed_codestar2
personjakexiaoNo key required

alicloud-ai-audio-asr-realtime

Use when low-latency realtime speech recognition is needed with Alibaba Cloud Model Studio Qwen ASR Realtime models, including streaming microphone input, live captions, or duplex voice agents.

download18deployed_codestar357
personjakexiaoNo key required

prompt-generator

Generate optimized prompts for AI image and video generation. Triggers on "generate a prompt for", "write me a prompt", "create an image prompt", "create a video prompt", "optimize this prompt".

download18deployed_codestar0
personjakexiaoNo key required

explainer-video-guide

Explainer video production guide: scripting, voiceover, visuals, and assembly. Covers script formulas, pacing rules, scene planning, and multi-tool pipelines. Use for: product demos, how-it-works vide…

download18deployed_codestar159