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hermes-loops

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Guvenlik Denetimi
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SUMMARY

Autonomous agent loops for Hermes Agent: the autoresearch harness and the health/improvement maintenance loops.

README.md

Hermes Loops

Part of the AtlasOmnia Hermes Agent toolset → hermesagenttools.com/hermes-agent/

Autonomous agent loops for Hermes Agent: small,
reviewable control loops that run against a bounded target and either improve it or leave it
unchanged.

Loop What it does Writes?
autoresearch Karpathy-style propose→test→keep/revert harness for repository experiments Yes — commits/reverts in a local git repo
maintenance Read-only Hermes health audit + suggestion-only improvement evaluator No — read-only by design
hermes-diagnostic-review LLM-driven diagnostic review for recurring mistakes and reusable improvements — a skill in hermes-custom-pack No — read-only, suggestion-only

The two code packages have opposite safety postures: the autoresearch harness mutates a git
repository, while the health/improvement loops never write to a Hermes installation. They install,
version, and test independently. The third pattern — diagnostic review — is LLM-driven, so it ships as
a skill in hermes-custom-pack rather than as code here.

Loops

autoresearch

Repeatedly lets an agent change a Git repository, measures whether each change improved a score,
and keeps good changes as local commits or reverts the rest. Provider- and agent-agnostic; never
pushes anywhere.

See autoresearch/README.md. The general methodology is in
docs/autoresearch-playbook.md.

maintenance

Two independent maintenance loops for a Hermes install:

  • Health loop — bounded, read-only probes against a selected Hermes home; returns
    healthy / warning / unavailable / unknown findings.
  • Improvement loop — accepts an explicitly supplied outcome packet, redacts it, and turns
    repeated or notable outcomes into a suggestion for human review. Never auto-applies.

See maintenance/README.md.

Diagnostic review

A third loop pattern — reviewing your own sessions for recurring mistakes and turning them into
reusable improvements — is LLM-driven, so it ships as a skill rather than a code harness:

The deterministic improvement evaluator in maintenance/ is the frozen-rubric evaluator half of the same idea.

Install

Each package installs independently from its directory:

# autoresearch
cd autoresearch && python -m pip install .

# maintenance
cd maintenance && python -m pip install .

License

MIT. See LICENSE and the per-package licenses.

This repository consolidates the former standalone repos AtlasOmnia/hermes-autoresearch and
AtlasOmnia/hermes-health-improvement-loops (now archived). It is an independent community
project, not affiliated with or endorsed by Nous Research.

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