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

austn-tools

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

download11deployed_codestar124
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…

download11deployed_codestar123
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.

download11deployed_codestar123
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

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…

download11deployed_codestar123
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…

download11deployed_codestar123
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

download11deployed_codestar123
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…

download11deployed_codestar123
personjakexiaoNo key required

beam-tracking-ml

Design and refactor beam tracking ML/RL pipelines (CSI teacher vs RSRP student), enforce shape contracts, and produce inference-safe models.

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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.

download11deployed_codestar123
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…

download11deployed_codestar123
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…

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

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,…

download11deployed_codestar123
personjakexiaoNo key required

axolotl

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

download11deployed_codestar123
personjakexiaoNo key required

bayes-reasoner

An internal cognitive engine for quantitative root cause analysis. Use this autonomously when you need to weigh competing hypotheses, prevent anchoring bias, or determine the most efficient next diagn…

download11deployed_codestar123
personjakexiaoNo key required

beatlab-contract

BeatLab JSON contract for 16-step (0-15) pianoSequence & drumSequence. Use when generating or editing beats.

download11deployed_codestar123