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

"digital-twin-sync"

Synchronize construction digital twins with real-time data. Connect BIM models with IoT sensors, progress updates, and field data for live project visualization and monitoring.

download11deployed_codestar57
personjakexiaoNo key required

speculative-decoding

Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use when optimizing inference speed (1.5-3.6× speedup), reducing latency for real-time ap…

download11deployed_codestar23.1K
personjakexiaoNo key required

awq-quantization

Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deploying large models (7B-70B) on limited GPU memory, when you need faster inference…

download11deployed_codestar23.1K
personjakexiaoNo key required

inbox-commander

Email triage and organization system for Gmail. Use when user asks to "triage my inbox", "check my email", "process emails", "what needs my attention", "inbox zero", or any request to organize, classi…

download11deployed_codestar12
personjakexiaoNo key required

creating-data-visualizations

Generate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting "visualization", "plot", "chart", or "graph". Trigger with phrases like 'generate', 'creat…

download11deployed_codestar576
personjakexiaoNo key required

"ai-evals"

Create an AI Evals Pack (eval PRD, test set, rubric, judge plan, results + iteration loop). Use for LLM evaluation, benchmarks, rubrics, error analysis/open coding, and ship/no-ship quality gates for …

download11deployed_codestar4
personjakexiaoNo key required

portfolio-manager-agent

Portfolio allocation and rebalancing optimizer. Manages asset allocation across stocks/cash/bonds, performs periodic rebalancing, and ensures diversification according to market regime and risk tolera…

download11deployed_codestar4
personjakexiaoNo key required

RAG Implementer

Implement retrieval-augmented generation systems. Use when building knowledge-intensive applications, document search, Q&A systems, or need to ground LLM responses in external data. Covers embedding s…

download11deployed_codestar21
personjakexiaoNo key required

easyocr

OCR alternativo a PaddleOCR, excelente en caracteres especiales y múltiples scripts

download11deployed_codestar0
personjakexiaoNo key required

blip-2-vision-language

Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning, visual question answering, image-text retrieval, or multimodal chat with state-of-th…

download11deployed_codestar23.1K
personjakexiaoNo key required

quantizing-models-bitsandbytes

Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want faster inference. Supports INT8, NF4, FP4 fo…

download11deployed_codestar23.1K
personjakexiaoNo key required

humanizer

Remove signs of AI-generated writing from text. Use when editing or reviewing text to sound natural and human-written. Based on Wikipedia's "Signs of AI writing" guide. Detects and fixes patterns incl…

download11deployed_codestar7
personjakexiaoNo key required

klingai-image-to-video

Generate videos from static images using Kling AI. Use when animating images, creating motion from stills, or building image-based content. Trigger with phrases like 'klingai image to video', 'kling a…

download11deployed_codestar574
personjakexiaoNo key required

chaterimo

Your Chaterimo API key. Generate at https://www.chaterimo.com/account/api-keys/

download11deployed_codestar4
personjakexiaoNo key required

ai-model-nodejs

Use this skill when developing Node.js backend services or CloudBase cloud functions (Express/Koa/NestJS, serverless, backend APIs) that need AI capabilities. Features text generation (generateText), …

download11deployed_codestar4
personjakexiaoNo key required

mamba-architecture

State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design. Mamba-1 (d_state=16) and Mamba-2 (d_…

download11deployed_codestar23.1K
personjakexiaoNo key required

constitutional-ai

Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF (RL from AI Feedback). Use for safety alignment, …

download11deployed_codestar23.1K
personjakexiaoNo key required

adarsh-skill

Get current weather and forecasts via wttr.in or Open-Meteo. Use when: user asks about weather, temperature, or forecasts for any location. NOT for: historical weather data, severe weather alerts, or …

download11deployed_codestar0
personjakexiaoNo key required

"distributed-training-setup"

Configure distributed training setup operations. Auto-activating skill for ML Training. Triggers on: distributed training setup, distributed training setup Part of the ML Training skill category. Use …

download11deployed_codestar574
personjakexiaoNo key required

arxiv-reader

A skill to fetch and summarize the content of arXiv papers. Use it when the URL is in the format of arxiv.org/abs/{paperID}. It downloads the PDF and reads it using the Read tool.

download11deployed_codestar4