HERMES KNOWLEDGE BASE

Operations guides

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Usage Analytics

A practical guide to usage analytics in a verified Hermes/Rocky workflow.

Operationsoperationshermesrocky

Cost and Quota Monitoring

A practical guide to cost and quota monitoring in a verified Hermes/Rocky workflow.

Operationsoperationshermesrocky

Verified Completion Checklist

A finish-the-job checklist for Rocky workflows: inspect the source, act with the right tool, verify with evidence, and report clearly.

OperationsverificationoperationsQA

Background Agents Versus Delegated Tasks

When to use quick delegated subagents, background terminal jobs, or full spawned Hermes agents for longer Rocky workstreams.

Operationsdelegationbackground jobsagents

Cron Job Delivery Reporting Pattern

A reporting pattern for scheduled Rocky jobs: when to stay silent, when to send a concise report, and what evidence belongs in the final output.

Operationscronscheduled jobsreporting

Rocky Production Readiness Gates

A practical gate checklist for getting Rocky ready to execute real work safely: model routing, tools, memory, approvals, channels, and verification.

Operationsoperationsreadinessapproval

Evidence-First Agent Reporting

Make Rocky reports trustworthy by including what was checked, what changed, what returned, and what still needs human attention.

Operationsreportsverificationreceipts

Multi-Agent Worker Boundaries

Use subagents and worker processes safely by giving each worker a narrow task, enough context, and clear limits on side effects.

Operationsmulti-agentworkersdelegation

Local-First Hermes Dashboard Operations

Operate the Hermes dashboard as a localhost management surface, keep profile write targets explicit, and harden any deliberate remote access.

Operationsdashboardlocalhostprofiles

Durable Kanban Boards for Multi-Agent Work

Use Hermes Kanban when work must survive restarts, cross profile boundaries, preserve handoffs, and remain visible to human reviewers.

Operationskanbanmulti-agentdurable-work

Kanban Worker Lanes and Review Gates

Design named Hermes worker lanes with explicit assignees, pinned workspaces, lifecycle termination, durable evidence, and review-required handoffs.

Operationskanbanworker-lanesreview-gates

Batch Processing for Agent Training and Evaluation

Run isolated prompt datasets through Hermes for trajectory generation or evaluation with explicit concurrency, checkpoints, tool distributions, and cost controls.

Operationsbatch-processingevaluationtraining-data

Measure Hermes System Prompt and Tool Schema Size

Use offline prompt-size reporting to find oversized skill indexes, memory, profile guidance, and tool schemas before context pressure becomes a reliability problem.

Operationsprompt-sizecontext-windowtool-schemas

Agent Loop Lifecycle and Tool Dispatch

Follow a Hermes turn from prompt assembly through API-mode conversion, tool execution, callbacks, persistence, interruption, and fallback.

Operationsagent-looptool-dispatchcallbacks

Understand Hermes Trajectory JSONL

Read, validate, and handle Hermes ShareGPT-compatible trajectory files for debugging, evaluation, and training-data workflows.

OperationstrajectoriesJSONLtraining data

Secure and Operate the Hermes Web Dashboard

Run the Hermes web dashboard as an administrative control plane with explicit bind, authentication, profile, secret, and restart boundaries.

Operationsweb dashboardadministrationauthentication

Measure and Reduce the Hermes System Prompt

Use the offline prompt-size report to find oversized skills, memory, profile context, or tool schemas before they crowd out working context.

Operationsprompt sizecontext budgettool schemas

Respond to Hermes Context Pressure Before Failure

Recognize context-pressure warnings, reduce avoidable prompt and tool-output growth, and compress or branch work without losing the completion contract.

Operationscontext pressurecompressionprompt caching

Control Hermes Runtime-Metadata Footers

Show model, context, and working-directory metadata when it helps operators, and hide it when clean external-facing replies matter more.

Operationsruntime footermetadatacontext