AI Agent Skills

This skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache strategy, partitioning, token-cost reduction, retr…

Claim tasks, record step progress, and verify SOP gates in the colony SQLite queue. Applies when your spawn message includes a db_path field.

A hyperparameter optimization framework

Optax is a gradient processing and optimization library for JAX.

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Physical Symbolic Optimization

Set up a Slack notification channel (Sentinel) for a colony by driving the browser — reuse or create the "Hive Sentinel" Slack app from a JSON manifest, install it, capt…

Set up a Telegram notification channel (Sentinel) for a colony by driving the browser — create a bot via @BotFather in Telegram Web, store its token, detect the chat to…