Correct Stale Brand Information in Hermes Agent Memory

A persistent assistant can repeat an outdated brand fact long after you corrected it in conversation. The correction may not have been saved, it may belong to another profile, or an old document may still contradict it. Hermes Agent memory is useful when you verify the stored change and keep important facts connected to current sources.

The task is to correct the record, not merely persuade the assistant to answer differently once. A successful correction survives a new session, does not erase unrelated context, and leaves a clear route to the authoritative source.

Identify the exact stale statement

Write down what the assistant said and what the current source establishes. Avoid a broad request such as “update everything you know about our brand.” A precise correction is easier to apply and verify.

For example, a hypothetical brand may have renamed a plan or changed the availability of a feature. The correction should identify the old statement, the replacement, the effective date, and the source. If the new fact is still uncertain, do not save it as settled truth.

The official Hermes memory documentation explains its memory stores, profile scope, and session behavior. It also distinguishes an actual memory-tool write from a conversational statement claiming that something was remembered.

Use a content audit to identify public and draft material affected by the same stale fact. Correcting memory does not automatically repair every caption already created from it.

Check where the old information comes from

Ask the assistant to identify whether it relied on stored memory, the current conversation, a source file, or a skill reference. The same wrong fact can exist in several places, and changing only one may leave the conflict active.

Read the relevant stored record through the supported interface. Do not assume the assistant's confidence proves that it found the right source. The Hermes documentation explains that memory is scoped by profile, so confirm that the correction is being made in the profile used for the work.

If the old claim appears in a reusable skill, inspect that reference too. The Hermes Skills System documentation explains how skills hold task-specific knowledge. A repeated workflow fact may belong in a maintained skill reference rather than scarce general memory.

Keep source documents authoritative. Memory can remember where to look and summarize durable context, but important access, pricing, or capability claims should still be checked against the current product record.

Replace the fact with scope and a source

A useful correction states what changed and where the replacement applies. “Use the new plan name” is incomplete if historical articles still need to describe an older offer. “For current product copy, use this name; historical references retain their date and context” is clearer.

A practical correction request is:

Find the stored statement that conflicts with this current source. Replace only that statement with the verified fact, its scope, and the source location. Preserve unrelated preferences. Confirm the actual stored result and identify any skill or document that still contains the old claim.

Do not include credentials in the memory entry. A note can identify the authenticated app or documentation location without storing tokens. The correction should make the editorial task more accurate, not expand the assistant's access.

For Caroush content, use current pricing information and client documentation when the fact concerns plan access or MCP compatibility. A client name displayed on a page should not become a remembered claim of verified support.

Verify the write rather than the promise

The Hermes memory documentation notes that stored memory is loaded as a snapshot at session start, while tool responses can show the live state. Follow the current documented workflow to confirm that the write actually occurred and test it in a fresh session when appropriate.

Ask the new session a question that requires the corrected fact. Then ask a related question whose answer should remain unknown. This checks both persistence and scope. The correction should not cause the assistant to invent additional capabilities by analogy.

Also ask where the fact came from. A useful answer points to the current source rather than merely saying it remembers. If the source cannot be retrieved in the current environment, the assistant should disclose that limitation before making a consequential claim.

Do not repeatedly add the new fact as another memory entry if the old one remains. That can create two conflicting records. Use the documented replace or removal behavior for the specific stale entry and inspect the result.

Check the drafts that depended on the old fact

Search the content workspace for the old phrase and related meaning. Exact text search is useful, but a draft may express the same claim differently. Ask the assistant to identify affected statements and propose focused revisions.

A changed plan name may require a simple terminology update. A changed access rule may require a new call to action or a more substantial explanation. Do not treat every factual change as a global word replacement.

The approval workflow should cover material claim changes. A previously approved caption may need renewed review if the correction changes who can use the feature or what the reader should expect.

Keep historical content accurate to its purpose. An old release note may appropriately describe the previous state if its date is clear. A current landing-page claim usually needs the present behavior. The correction process should preserve that distinction.

Give temporary facts an expiry path

Not every detail belongs in durable memory. Campaign deadlines, temporary offers, and release-candidate behavior can become stale quickly. Store them in a dated campaign record with an owner and a review condition.

Memory can point to that record rather than repeat every transient fact. For example, it can remember that current campaign timing lives in the approved brief. This reduces the chance that a forgotten deadline becomes an enduring assumption.

Use your brand voice guide for stable preferences such as clarity and terminology principles. Keep those separate from current commercial facts. A change in price should not require rewriting the whole voice guide.

Review recurring errors for a structural cause. If the assistant repeatedly retrieves the wrong file, improve the source index. If a skill contains old facts, update the skill. Memory correction alone may be treating the symptom.

Use a two-question verification after the correction. First ask for the updated fact in the exact context where the error occurred. Then ask about a neighboring capability that the new source does not mention. The assistant should answer the first from the current record and leave the second unresolved. This checks that the correction persisted without expanding into a family of invented assumptions.

Keep the old and new wording in a short maintenance note outside the public draft. That note helps another editor understand why a sentence changed and which content may still need review. It also prevents a future assistant from interpreting the historical wording as a competing current instruction when it encounters the correction record.

Return to production with a clear current record

Once the correction is verified, hand off the revised draft with its source and any changed review conditions. Use Caroush's content generation tools to adapt approved material, keeping the corrected meaning intact.

This workflow does not assume a verified Hermes-to-Caroush MCP connection. A manual transfer is sufficient, and any direct route should be checked against current documentation. A corrected memory entry does not authorize publication or establish that a server is available.

The useful outcome is durable accuracy with a traceable source. The assistant can continue helping without forcing the team to repeat the same correction, while the current facts remain visible and maintainable outside the conversation.