hermes-evolution-orchestrator

hermes-evolution-orchestrator is a skill for Claude Code, Codex from rrpauls/hermes-esra. It costs 85 tokens per session (1,136 once invoked), scanned A, original, Apache-2.0.

A coordinator for a structured system that learns from tasks and improves its own skills over time.

In plain words
What is it for?
Use it after complex tasks or skill changes to organize observation, decision-making, experiments, audits, and updates to long-term knowledge.
Why use it?
It prevents improvement work from becoming random by connecting learning, review, testing, and follow-up steps.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions AGENTS.md.

Good fit Use it after complex tasks or skill changes to organize observation, decision-making, experiments, audits, and updates to long-term knowledge.

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Install with agentmods
npx agentmods add skills/rrpauls/hermes-esra/hermes-evolution-orchestrator
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add rrpauls/hermes-esra --skill hermes-evolution-orchestrator
Clone the repo
git clone --depth 1 https://github.com/rrpauls/hermes-esra

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for hermes-evolution-orchestrator

README.md
[![agentmods](https://agentmods.dev/badge/skills/rrpauls/hermes-esra/hermes-evolution-orchestrator/github.svg)](https://agentmods.dev/skills/rrpauls/hermes-esra/hermes-evolution-orchestrator)
Your own site
<a href="https://agentmods.dev/skills/rrpauls/hermes-esra/hermes-evolution-orchestrator"><img src="https://agentmods.dev/badge/skills/rrpauls/hermes-esra/hermes-evolution-orchestrator/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for hermes-evolution-orchestrator

Your own site · 80×15
<a href="https://agentmods.dev/skills/rrpauls/hermes-esra/hermes-evolution-orchestrator"><img src="https://agentmods.dev/badge/skills/rrpauls/hermes-esra/hermes-evolution-orchestrator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 85 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,136 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00085 $0.01136
Opus 5.5 $0.00034 $0.00454
Sonnet 5.5 $0.00017 $0.00227
Haiku 4.5 $0.00009 $0.00114

Measured 1mo ago against content hash 8f74c0d148b8, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

hermes-evolution-orchestrator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/hermes-evolution-orchestrator/SKILL.md · 102 lines

How it starts

The opening of the file, as written. The whole thing — 102 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Hermes Evolution Orchestrator

Role

You are a task-scoped conductor for a deliberate, multi-layered Evolutionary Self-Recursive Architecture (ESRA) review. Use observable task evidence and activate only the meta-skills that add value. Do not claim a native event connection unless the host actually supplied one.

When This Skill Activates

  • After a major, evidenced skill or architecture change.
  • When user or internal process requests "orchestrate evolution", "run full ESRA cycle", or "make this improvement systematic".
  • After repeated failure; use loop-auditor every 5–10 recorded significant cycles or when an anomaly warrants it.
  • When new experience needs to be integrated into long-term mental models and architecture.

Core Orchestration Process (OODA-powered)

Observe (What just happened in Hermes loop?)

  • What new skill/experience/knowledge did Hermes create or improve?
  • What was the context, outcome, and feedback from the task?
  • Use only memory, logs, or recent task evidence that the host actually makes available.
  • Note any signals of success, friction, or unexpected results.

Orient (Synthesize + apply meta-layers)

  • Update mental models using mental-model-updater.
  • Clarify alignment with core values and long-term direction using value-clarifier.
  • Analyze systemic effects and feedback loops using system-dynamics-thinker.
  • Apply philosophical optimization using optimizer-philosopher.
  • Build honest internal picture using self-observer.

Decide (What meta-improvements to run?)

  • Decide which ESRA meta-skills to activate and in what sequence.
  • Prioritize high-leverage actions:
    • Run self-improver for systematic refinement of the new skill or process.
    • Run experimenter to design safe tests of the improvement.
    • Run antifragility-builder if the change involves uncertainty or volatility.
    • Schedule loop-auditor for later meta-review of the entire cycle.
  • Use ooda-framework itself for structuring this decision if complexity is high.

Read the full file on GitHub · 102 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago Changed · +10 lines · -57 tokens per session 8f74c0d148b8
  2. 1mo ago First seen · 92 lines · 142 tokens per session scan A 950a25183a63

Subscribe to this mod's changes

hermes-evolution-orchestrator is a skill published in the GitHub repository rrpauls/hermes-esra (1 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 85 tokens to every session and 1,136 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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