Turn a senior reviewer's corrections into a firm procedure

A senior on the CAS team gets a useful AI close review. They correct materiality, carve out new locations, require source links for each reclassification, and rewrite the controller summary.

Then the chat ends. Next month, a staff member starts from a blank prompt and has to rediscover those rules.

Hermes Agent lets the firm save those corrections as a skill: procedural memory the team can run again against live QuickBooks Online data. The next staff member can apply the refined procedure without rebuilding the prompt.

If the firm needs a standing weekly agent in messaging rather than a reusable procedure, see OpenClaw and QuickBooks.

Skills as firm procedures

Hermes (from Nous Research) uses a skill-management tool to create, update, and delete procedural memory. For an accounting firm, a skill functions as a digital playbook for recurring tasks. Instead of a static prompt, a skill captures the specific decisions made during a review:

• Materiality thresholds and specific location carve-outs.
• Requirements for source links on every reclassification.
• The preferred format for a controller summary versus a staff schedule.
• Specific ledger accounts to inspect when a variance is identified.

When a manager provides feedback to Hermes, that refined approach can be saved as a skill. The next time the task is performed, Hermes loads the skill to apply the same standards.

Workflow: Teach, correct, and save

A typical CAS workflow involves investigating an account increase, such as repairs and maintenance. Using Connect, Hermes gathers reports and inspects the transactions behind the balance.

If the initial results are too broad, the manager can provide specific corrections: exclude new locations, separate recurring vendor increases from one-time purchases, and flag equipment above the capitalization threshold. With Hermes, the manager saves this finished approach as a skill, such as quarterly-repairs-review.

In the following quarter, the staff member invokes the skill. Connect provides the current QuickBooks data, Hermes applies the stored procedure, and the reviewer receives a packet consistent with firm standards.

Procedures worth encoding

Firms can encode structured procedures that require frequent review:

• Month-end variance review: Define comparisons, materiality, and the required close-note format.
• Stale receivables: Set rules for aging, unapplied credits, and identifying collectible versus disputed amounts.
• Multi-entity management fees: Standardize allocation methods, due-to/due-from ties, and rounding rules.
• Vendor prep: Identify exceptions in vendor and payment data before the accountant makes a tax determination.

Keep tax conclusions and client communications outside the skill’s authority unless a named professional approves them.

Connect and QuickBooks access

A skill requires a reliable connection to QuickBooks Online to be useful. Connect provides Hermes with access to reports, accounts, customers, vendors, and transaction details for authorized companies. It allows the agent to follow a balance into specific activity and prepare coordinated changes without manual exports.

Connect maintains firm controls by keeping Intuit credentials server-side and limiting the agent to authorized companies. Any proposed changes to the books remain behind human approval and limits.

For the connection requirements behind that work, see accounting connection requirements for QuickBooks.

Managing skills as workpapers

Because Hermes can edit its own skills, firms should treat them as controlled workpapers.

• Assign a manager to own and review edits to a skill.
• Test skill updates against a sandbox or known company data.
• Explicitly state what a skill is authorized to prepare and where it must stop for professional judgment.
• Keep a firm-owned revision history so skill changes receive review before staff use them.

Comparison with OpenClaw

Requirement	Hermes Agent	OpenClaw
Save corrections as a reusable procedure	Primary use case	Possible
Improve playbooks after each close	Primary use case	Supporting
Standing agent in messaging platforms	Secondary	Primary use case

Use Hermes when the goal is to preserve institutional knowledge as a reusable procedure. Use OpenClaw when the agent needs a durable presence in messaging channels.

Implementation steps

1. Select a read-only procedure, such as a monthly variance review.
2. Run the procedure using Hermes and Connect, then correct the output for materiality and evidence.
3. Save the refined approach as a skill and rerun it for a different period to verify consistency.
4. Introduce prepared changes only after the read-only procedure is stable, maintaining Connect approval requirements.

Continue with firm controls and evaluation:

• See Connect’s accounting-firm workflow model.
• Review approval and security controls for reusable skills.
• Use the QuickBooks AI agent evaluation guide.