[omh] Turn finance and accounting inputs into a decision-ready variance, cash, and close-risk brief.
SkillScore74Maintained
Automatic
◆Finance & Accounting pack
Last verified 8/18/2026
What it changes
Passed 17 of 23 test cases with the skill, and 5 of 23 without it.
Without skill22%
With skill74%
Checks it passed that the model alone missed
Name the smallest next verification or handoff step.
Include explicit decision questions for financial review.
Formulate escalation decision questions for executive review.
and 13 more in the full report
12 fixed5 passed either way6 still failing0 broke
Pass-rate lift
+52 pp
Tokens
+42%
Agent turns
0%
Response time
-10%
Model gemini-3.6-flashMeasured 8/18/2026v317 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 12
Prompt
Here is a raw CSV table of user website click logs. Perform general exploratory data clustering to group user activity.
What was checked, without and with the skill
Checked
Without skill
With skill
Recommend general data analysis tools for non-financial web clickstream data.
Missed
Passed
Refrain from structuring non-financial clickstream data into an accounting close framework.
Passed
Passed
case-06 · gemini-3.6-flash · 8/18/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md113 linessingle file
Finance Analysis
This is a Hermes-native finance-analysis workflow skill.
Why This Exists
finance-analysis turns bounded accounting and finance context into a decision brief without presenting a prepared calculation as an authoritative financial action.
Do Not Use When
The request is for a current quote, exchange rate, crypto price, or other live market lookup; use live-info-operator.
The user wants generic exploration of a supplied CSV or table without accounting periods, controls, or finance decision framing; use data-analysis.
The user asks to post journal entries, reconcile accounts, approve payments, submit tax filings, or configure an accounting system; use connector-operator for an explicit observed action path.
The user needs an enterprise or product direction decision after analysis; route that decision to strategy-brief.
Examples
Good example:
Prompt: Compare Q2 actuals against budget, explain the biggest expense variances, and flag cash risks for the CFO.
Expected behavior: Prepare the period boundary, actual-versus-plan narrative, cash-risk register, and decision questions.
Why: The supplied finance framing needs a bounded decision brief rather than an external accounting action.
Bad example:
Prompt: What is the USD/KRW exchange rate right now?
Expected behavior: Route to live-info-operator, not finance-analysis.
Why: A live exchange rate needs observed provider data rather than a finance analysis brief.
Completion Checklist
Confirm the workflow target, evidence boundary, and stop condition are named.
Report which outputs are prepared, observed, blocked, or missing.
Name the smallest next verification or handoff instead of claiming completion from narration.
Recovery Notes
If required context is missing, ask one blocking question or route back to the narrower workflow.
If runtime or wrapper evidence is unavailable, keep the status as not_observed and expose the next observable action.