Nightly self-evolution + guardrail evaluation
Run hermes-agent-self-evolution on a schedule, then run a second verification cron to score quality and block optimization-loop gaming.
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Run hermes-agent-self-evolution on a schedule, then run a second verification cron to score quality and block optimization-loop gaming.
If you are repeating context or losing long-term recall, review Honcho Memory docs, and evaluate hindsight or self-hosted memory backends.
Use configuration docs to adjust session retention for slower-moving threads so context is kept when needed.
Keep both systems running during migration using openclaw-to-hermes and native Hermes migration paths, then cut over once cron and routing behavior match.
Treat profile memory as high-signal infrastructure. Keep entries concise, durable, and preference-focused instead of dumping raw notes.
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Start with built-in Hermes memory, then add honcho-self-hosted when you want stronger cross-session user modeling, hindsight when you need retain/recall/reflect workflows across large histories, and plur when you want portable shared memory artifacts in an open engram format. If you also want proactive recall, pair it with flowstate-qmd.
Pair hermes-agent-self-evolution with scheduled regression checks, lintlang for prompt/config linting, and a second evaluation pass that blocks bad prompt mutations. The trick is not “evolve faster”; it’s “evolve without quietly getting weird.”
Use hermes-workspace for the richest daily UI, mission-control when you need multi-agent fleet visibility and cost tracking, and hermes-webui if you want a lighter ops surface.
Combine Hermes core delegation with hermes-agent-acp-skill for Codex/Claude Code routing, zouroboros-swarm-executors for local executor handoff, and opencode-hermes-multiagent or bigiron when you need specialized agent roles.
If you are moving from OpenClaw, keep openclaw-to-hermes in the toolkit even if you prefer the native migration path. For repeatable deploys, look at nix-hermes-agent, hermes-agent-docker, and evey-setup depending on how opinionated you want the stack to be.
For teams that want Hermes operating inside a governed company workflow, combine hermes-paperclip-adapter with Hermes cron jobs and one of the operator dashboards above. That gives you task governance, approvals, and actual operational continuity instead of a clever demo that forgets what it was doing.
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