DietrichGebert/ponytail
Ponytail is a set of plugins for AI agent development tools like Claude Code and GitHub Copilot CLI that helps agents write more efficient, concise, and safe code by following a 'lazy senior dev' m...
Awesome Hermes Plugins › Tools & Automation
giuliastro/HarnessTrim
HarnessTrim provides a unified token-economy policy for various coding agents, aiming to reduce input tokens, output tokens, and noisy tool output. It consists of a portable skill pack, thin per-harness adapters, and a reproducible benchmark suite. The project's core strategy involves a skill-first approach, where a pack of Agent Skills carries the primary policy, supported by lightweight, harness-specific adapters that translate this policy into native hooks, plugins, or compaction events. HarnessTrim addresses the problem of token waste across multiple channels including tool output, model verbosity, thinking tokens, fixed instructions, and conversation history. It includes modules for progressive disclosure, deterministic tool-output reduction, thinking routing, subtask isolation, and observability. The project explicitly states the inclusion of a Hermes Agent plugin and aims to measure and optimize KPIs like tool-output reduction, signal fidelity, blended session reduction, quality retention, cache preservation, coverage, and overhead.
https://github.com/giuliastro/HarnessTrim
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