Manages skill lifecycle and routing using a balanced governance model with status transitions, core pool tuning, and failure-based quarantine.
AI video generation workflow on Volcengine. Use when users need text-to-video, image-to-video, generation parameter tuning, or async task troubleshooting for video jobs.
Set up, troubleshoot, and optimize HomePod and HomeKit audio workflows with reliable Siri control and room-aware playback tuning.
Extended ethos and mental models for Clanky. Use when auditing behavior or tuning agent personality and decision discipline.
Deploy and tune Meilisearch with indexing, filtering, and production configuration.
Automates training of machine learning models like Random Forest and XGBoost with hyperparameter tuning and export options from provided datasets.
Generate AI videos for mature creative projects using Wan 2.2 Spicy (LoRA-tuned for NSFW, top recommended), Wan 2.6, Seedance 1.5, Vidu Q3-Pro, and other mod...
WordPress site health audit, performance optimization, database cleanup, autoload tuning, slow query detection, wp-config management, image size control, fro...
Build, optimize, and debug RAG pipelines with chunking strategies, retrieval tuning, evaluation metrics, and production monitoring.
Use when building Apache Spark applications, distributed data processing pipelines, or optimizing big data workloads. Invoke for DataFrame API, Spark SQL, RDD operations, performance tuning, streaming
Autonomous optimizer skill for Wesley — reads Binance trading performance every 6 hours, analyzes win rate and strategy metrics, then safely tunes executor.p...
provides AI-powered PostgreSQL performance tuning capabilities. https://github.com/isdaniel/pgtuner_mcp
Microsoft Research's agent training framework. Optimizes AI agents with Reinforcement Learning, Automatic Prompt Optimization, and Supervised Fine-tuning. Ze...
MLX Swift LM - Run LLMs and VLMs on Apple Silicon using MLX. Covers local inference, streaming, tool calling, LoRA fine-tuning, and embeddings.
Generate platform-tuned social media captions for photography. Use when a user shares a photo and wants captions for posting. Triggers on sharing photos with...
All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks
Reusable Polymarket + OpenClaw trading operations skill for any workspace. Use when the user needs to set up, run, tune, monitor, and deploy an automated Pol...
Applies kernel tuning, web server optimization, security hardening, and resource limits to boost Hostinger VPS performance and reduce costs.
ZFS filesystem administration, pool management, dataset configuration, snapshots, replication, encryption, performance tuning, and troubleshooting on OpenZFS...
Use when optimizing SQL queries, designing database schemas, or tuning database performance. Invoke for complex queries, window functions, CTEs, indexing strategies, query plan analysis.
Retrieval and RAG workflow on Volcengine AI stack. Use when users need embedding search, document indexing, top-k retrieval, grounding prompts, or search relevance tuning.