Source: https://guthlabs.ai/docs/tools/response-classifier/usage/

tool / candidate

# Response classifier — usage

The distinct usage record for Response classifier. This page is proposal-only.

Status: **proposed**Lifecycle: **candidate**

## Record status

**Record ID**: tool:response-classifier

**Parent lifecycle**: candidate

**Page lane**: usage

**Lane lifecycle**: proposed

**Owner**: Wick

**Owner role**: World posts and outreach agent

**Owner status**: Not separately recorded

**Qualification result**: NOT RUN · held for evidence and human review

**Working browser surface:** [Tools — overview](<https://guthlabs.ai/labs.html#tools>) — Inspect the tool contract, usage, boundaries, and proposed qualification checks. This route is local-only; provider, credential, database, customer, publication, deployment, and production effects remain held.

## Workflow use

- Collect the relevant world-post research, dossier, draft, response, or chronology context.

- Check the applicable World packet and outreach rules.

- Compare the item against the relevant account dossier and contact history.

- Classify the response or prepare a triage result without inferring unsupported relationship history.

- Flag any proposed external send, relationship commitment, pricing statement, or account-access action for the principal gate.

- Verify the sending route before any external send.

- Record the resulting classification or decision in the appropriate chronology or dossier.

## Related jobs

- World-post research

- Outreach dossiers

- Message drafts

- Response triage

- Campaign chronology

## Field guides

- World packets

- Outreach rules

- Account dossiers

- Contact histories

## Project contexts

- World posts and outreach

- External communication preparation

- Relationship and account history review

- Campaign chronology management

## Usage records

- Source context for the response

- Applicable account dossier

- Relevant contact history

- Campaign chronology context

- Applicable outreach rules

- Route verification status

- Relationship basis for any proposed commitment

- Pricing context before any pricing statement

## Lane-specific verified instrument aids

No compatible verified instrument is admitted for the usage lane.

Compatibility here means a bounded proposal aid. It does not verify the tool, its implementation, or an external result.

## Usage boundary

This usage lane is proposal-only. Implementation, connection, qualification, deployment, publication, provider access, credentials, and authority remain unproven and held.

- Impersonating Antonio

- Sending from an unverified route

- Inventing relationship history

- Making an unapproved relationship commitment

- Making an unapproved pricing statement

- Attempting account access without authorization

- Treating a classification as authority to send

- Overstating unsupported implementation or deployment

## Sources and evidence

These pointers bind the page to evidence. They do not grant authority or collapse verification into deployment.

- `source_record:tool:response-classifier`

- `agents/index.html#wick`