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hermes-self-evolution

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Offline skill optimization with DSPy and GEPA.

Software Engineering#self-evolution#dspy#mercury#skill-improvement#gepa#offline-optimization
AuthorAlexiosBluffMara
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Hermes Self-Evolution identifies opportunities to improve Mercury's skill definitions by offline mutation of SKILL.md using execution traces and constraint gates. It runs a corpus of traces, mutates SKILL.md, and produces PR-ready improvements for review.

Core Features & Use Cases

  • Offline DSPy + GEPA pipeline that reads traces from Claude Code, Copilot, or Mercury sessions.
  • Proposes textual mutations to SKILL.md files and validates them via constraint gates (tests, size caps, benchmarks).
  • Emits PR-ready improvements and supports updating Mercury's skill catalogue under ~/.mercury/skills/.
  • Use cases: when a skill misfires, when there is a dataset of session traces for tuning, or for periodic maintenance across top-used skills.

Quick Start

Run the Hermes Self-Evolution optimizer on a target skill with your session traces to generate a PR-ready SKILL.md improvement.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: hermes-self-evolution
Download link: https://github.com/AlexiosBluffMara/mercury/archive/main.zip#hermes-self-evolution

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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