hermes-orchestration-routing

hermes-orchestration-routing is a skill for Claude Code, Codex from davidgut1982/hermes-toolkit. It costs 172 tokens per session (1,563 once invoked), scanned A, original, MIT.

A routing guide for Hermes, an AI agent that can use tools and delegate work. It separates simple checks, such as service status or disk space, from tasks that need reasoning or several steps.

In plain words
What is it for?
Use it to decide whether Hermes should call an operations tool directly or delegate the work. It covers service checks, logs, disk usage, debugging, planning, and other multi-step tasks.
Why use it?
It avoids sending straightforward commands through unnecessary delegation, which can add model calls, delay, and failure points. It also helps choose when to delegate a task that needs judgment.

Skill for Claude CodeCodex

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

Good fit Use it to decide whether Hermes should call an operations tool directly or delegate the work. It covers service checks, logs, disk usage, debugging, planning, and other multi-step tasks.

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Install with agentmods
npx agentmods add skills/davidgut1982/hermes-toolkit/hermes-orchestration-routing
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 davidgut1982/hermes-toolkit --skill hermes-orchestration-routing
Clone the repo
git clone --depth 1 https://github.com/davidgut1982/hermes-toolkit

Made for: Claude Code, Codex.

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README.md
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Per session 172 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,563 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 $0.00172 $0.01563
Opus 5.5 $0.00069 $0.00625
Sonnet 5.5 $0.00034 $0.00313
Haiku 4.5 $0.00017 $0.00156

Measured 2mo ago against content hash f1d313c35e9f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

hermes-orchestration-routing 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 2mo 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-orchestration-routing/SKILL.md · 129 lines

How it starts

The opening of the file, as written. The whole thing — 129 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Hermes Orchestration Routing

The single biggest lever on latency and reliability for a Hermes orchestrator is matching the execution mechanism to the task. Get this wrong and a question that should be one tool call becomes a 6–17 model-call delegation that wanders.

The core rule

Deterministic single-command facts → ONE direct tool call. Reasoning / judgment / multi-step → delegate_task. Never delegate a status check. Never KB-search before a service_status call.

This was measured on the author's homelab build: simple ops ("is the gateway running?") routed through delegate_task cost 6–17 model calls / 90–150s and sometimes timed out; the correct path is a single cluster-ops.service_status call (~1–3 model turns). On the slow local model (apex-fast on a P40) the cost of getting this wrong is severe because prefill dominates every extra turn.

DIRECT vs DELEGATE — the decision table

The ask Mechanism Why
"is hermes-gateway running?" cluster-ops service_status — direct deterministic, one command, one fact
"how much disk is free?" cluster-ops disk_usage — direct same
"tail the gateway log" cluster-ops journal_tail — direct same
"is the container up?" cluster-ops docker_ps — direct same
"give me cluster health" cluster-ops cluster_snapshot — direct one structured read
"debug why the gateway keeps crashing and propose a fix" delegate_task investigation + judgment, not one command
"plan a migration of the lore DB" delegate_task multi-step reasoning, a deliverable
"review this config and suggest improvements" delegate_task judgment + recommendations

If the answer is a single fact obtainable by a single deterministic command, call the tool. If it requires investigation, synthesis, a plan, or a judgment call, delegate.

Ops mechanism on this build: cluster-ops MCP (terminal is disabled)

terminal AND code_execution are in agent.disabled_toolsets — globally disabled. Do not try to shell out for ops; it cannot fire. Use the cluster-ops MCP instead:

Read the full file on GitHub · 129 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. 2mo ago First seen · 129 lines · 172 tokens per session scan A f1d313c35e9f

Subscribe to this mod's changes

hermes-orchestration-routing is a skill published in the GitHub repository davidgut1982/hermes-toolkit (2 stars, last pushed 5mo ago), licensed MIT. It adds 172 tokens to every session and 1,563 once invoked, about $0.0007 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.

Related

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hermes-orchestration-routing next to 6 skills from other repositories
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