Run Efficiency
SkillDev toolsLets your agent generate a run efficiency report summarizing context usage and tool durations from local session data.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Run Efficiency skill
About this skill
[omh] Run efficiency and context usage report: report supplied local run efficiency while provider and host data stay unobserved. Use when the user says: run-efficiency, run efficiency report, local run efficiency, context utilization, tool duration report, 실행 효율 리포트, 컨텍스트 사용량, 도구 지연 시간.
What this skill tells your AI
The instructions your AI receives, as published by rlaope/oh-my-hermes in agent-skills/omh-run-efficiency/SKILL.md and read by ahel’s review.
This is an OMH run-efficiency workflow skill, projected for Agent Skills hosts (Claude Code, Codex, Cursor, opencode, OpenClaw, pi).
Why This Exists
run-efficiency exists so Hermes users can ask for this workflow in chat and get a structured, checkable answer instead of an improvised one.
Do Not Use When
- The request is already handled by a narrower explicit skill with stronger evidence.
- The user asks OMH to secretly run external platforms, connectors, schedulers, file exports, or runtime agents.
- The only safe answer is to ask for missing authority, credentials, target, or observed evidence first.
Examples
Good example:
- Prompt: Show the local run efficiency report from this run's supplied context budget and timings.
- Expected behavior: Produce
show_run_efficiency_reportwith required context, wrapper actions, and not-evidence boundaries. - Why: The prompt names a real workflow surface that Hermes can orchestrate without hiding execution.
Bad example:
- Prompt: Claim this report proves provider billing, host load, or cron execution without observations.
- Expected behavior: Report the missing observed evidence or authority instead of claiming the external step happened.
- Why: Prepared OMH guidance is not platform, runtime, connector, file, memory, or delivery evidence.
Completion Checklist
- The run ID, context budget, surfaces, and supplied observations are explicit.
- Provider billing, cron, and host claims remain not_observed unless separately recorded.
- The report does not intercept, route, or execute provider or host work.
Recovery Notes
- If provider metrics are unavailable, report only local metadata and mark provider truth not_observed.
- If cost or latency looks risky, surface a warning plus the next measurement rather than a completion claim.
Use When
Use for a bounded local efficiency report from supplied metadata with provider and host gaps explicit.
Strong routing signals: `run-efficiency`, `run efficiency report`, `local run efficiency`, `context utilization`, `tool duration report`, `실행 효율 리포트`, `컨텍스트 사용량`, `도구 지연 시간`
Catalog Metadata
Category: observability
Phase: run-efficiency
Quality tier: workflow-surface-gated
Reasoning demand: standard
Quality bar:
- Name the user-facing workflow objective, required context, next action, and stop condition.
- Separate prepared guidance from observed platform, runtime, connector, file, memory, or delivery evidence.
- Expose missing tools, credentials, targets, or observations as user-visible gaps.
Required inputs:
- user request
- target context
- delivery or status expectation
- known missing evidence
Expected outputs:
- run_efficiency_report/v1
- context utilization
- not_observed provider and host gaps
Artifact expectations:
- run_efficiency_report/v1 metadata-only report
- supplied
session_activity_receipt/v1when available; unavailable metrics stay unavailable, never zero
Safety rules:
- Run efficiency is supplied OMH-local metadata, not provider, billing, cron, or host evidence.
- Do not claim connector, gateway, runtime, file generation, memory mutation, or host automation evidence from prepared guidance.
Runtime Evidence
Use the current host's own tools and subagent/task mechanism when available;
otherwise run the same lanes sequentially or name the unavailable capability.
A prepared plan, handoff, checklist, or skill installation is not execution,
review, CI, merge-readiness, or merge evidence. Record actual tool results, or
not_observed / not_available, in the record; never invent dispatch or host
accounting.
Treat supplied context as advisory, not proof of hidden memory reads or writes.
State scope, constraints, verification, and the stop condition before work.
Reply in the user's own words and the host's own voice: OMH's record terms
(surface, lane, wrapper, handoff, evidence boundary, not_observed) stay in
records and tool calls, never in the sentence the user reads unless they ask
about one; and when a stop condition or a decision the user owns ends the turn,
offer the next action as a question rather than declaring what will not be done.
Supporting paths are relative to this skill directory; sibling skill paths are
relative to its parent. Resolve them from the host-provided skill base directory
({baseDir} on hosts that provide it), never a hardcoded install location.
A named workflow not installed here is unavailable, not permission to emulate
its host-specific capabilities. Verify through the real surface before done.
Signals
- GitHub stars
- 3k
- Forks
- 235
- Last commit
- Sep 2026
ahel review
K1binfo
installs-packages
Automated review, not a security audit. Ruleset v1+k2.
Advanced
- Item type
- skill
- Key
omh-run-efficiency- Source
- github.com/rlaope/oh-my-hermes