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

audio-video

Audio and video processing with FFmpeg, transcoding, and streaming. Process media files, generate thumbnails, and build streaming solutions. Use when working with audio/video processing, FFmpeg, media…

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personjakexiaoNo key required

auto-validator

Programmatic asset compliance validation using vision analysis and Northcote scorecard. Eliminates manual validation loops—upload image, receive scored JSON with correction prompts in 30 seconds.

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personjakexiaoNo key required

automating-voice-memos

Automates Apple Voice Memos (Mac Catalyst, no dictionary) via JXA using filesystem/SQLite access and System Events UI scripting. Use when asked to "automate Voice Memos", "export voice recordings", "a…

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personjakexiaoNo key required

autonomous-agent-patterns

Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool API…

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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…

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personjakexiaoNo key required

aws-strands-agents-agentcore

Use when working with AWS Strands Agents SDK or Amazon Bedrock AgentCore platform for building AI agents. Provides architecture guidance, implementation patterns, deployment strategies, observability,…

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personjakexiaoNo key required

axolotl

Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support

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personjakexiaoNo key required

audio-quality-checker

Analyze the WaveCap-SDR audio stream to assess tuning quality, detect silence, noise, proper audio, or distortion. Use when checking if SDR channels are properly configured or debugging audio issues.

download11deployed_codestar124
personjakexiaoNo key required

austn-tools

Generate content using austn.net AI services (TTS, images, etc.)

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personjakexiaoNo key required

auto-router-patterns

Auto router patterns for this project. Intelligent model selection via task classification, cost tier diversity, high-stakes override, weighted tier selection. Triggers on "auto router", "model select…

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personjakexiaoNo key required

automation-script-development

Create and maintain automation scripts and modules for pilot workflows and integrations. Use when automating repetitive tasks, integrating APIs, or generating reliable, repeatable code for pilots to a…

download11deployed_codestar123
personjakexiaoNo key required

autonomous-agent-harness

Set up autonomous coding agent projects with long-running harnesses using Archon MCP for state management. Creates complete project scaffolds with initializer/coding agent prompts, feature tracking, s…

download11deployed_codestar123
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_codestar123
personjakexiaoNo key required

axiom-ios-ai

Use when implementing ANY Apple Intelligence or on-device AI feature. Covers Foundation Models, @Generable, LanguageModelSession, structured output, Tool protocol, iOS 26 AI integration.

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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 "make me a G…

download11deployed_codestar123
personjakexiaoNo key required

audiobook-ingest

Process audiobooks from the inbox: transcribe to text and organize audio for voice training.

download11deployed_codestar124
personjakexiaoNo key required

auto-orchestrator

Automatically activates when detecting complex, multi-task requests that would benefit from parallel execution. Activates when user mentions "build [system]", "implement [feature] with multiple compon…

download11deployed_codestar123
personjakexiaoNo key required

automatic-stateful-prompt-improver

Automatically intercepts and optimizes prompts using the prompt-learning MCP server. Learns from performance over time via embedding-indexed history. Uses APE, OPRO, DSPy patterns. Activate on "optimi…

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personjakexiaoNo key required

automem-search

Search, filter, and retrieve Claude/Codex history indexed by the automem CLI. Use when the user wants to index history, run lexical/semantic/hybrid search, fetch full transcripts, or produce LLM-frien…

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personjakexiaoNo key required

AWS AI Services Expert

Build AI applications on AWS using Bedrock, SageMaker, and AI/ML services with best practices for enterprise deployment

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personjakexiaoNo key required

aws-diagram

Generate AWS architecture diagrams from infrastructure JSON. Use when user asks to "generate diagram", "create AWS diagram", "visualize infrastructure", or "draw architecture".

download11deployed_codestar123
personjakexiaoNo key required

axiom-vision-ref

Vision framework API, VNDetectHumanHandPoseRequest, VNDetectHumanBodyPoseRequest, person segmentation, face detection, VNImageRequestHandler, recognized points, joint landmarks, VNRecognizeTextRequest…

download11deployed_codestar123
personjakexiaoNo key required

banner-creator

Create banners using AI image generation. Discuss format/style, generate variations, iterate with user feedback, crop to target ratio. Use when user wants to create a banner, header, hero image, or co…

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