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

tool / candidate

# Response classifier — boundaries

The distinct boundaries 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**: contract boundaries

**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.

## Hazards and failure states

- Misclassification may cause inappropriate triage or outreach prioritization

- Unverified or manipulated response sources may produce unreliable classifications

- Ambiguous language may be mistaken for consent, commitment, pricing, or relationship history

- Missing dossier or chronology context may cause false inferences

- A proposed draft or next step may be mistaken for authorization to send

- Sensitive account or contact information may be exposed through records

## Claims potentially allowed after source review

- The tool can propose a classification from supplied response evidence

- The tool can identify uncertainty, missing context, and possible gate triggers

- The tool can support response triage and campaign chronology as a review aid

- The tool can reference supplied account dossiers and contact histories without extending them beyond the evidence

## Claims held

- Implementation is proven

- Connection to external messaging or account systems is proven

- The tool is qualified for autonomous response decisions

- The tool may send from any route

- The tool may impersonate Antonio

- The tool may invent or infer unsupported relationship history

- The tool may make relationship commitments or pricing statements

- The tool may access accounts

- The tool's classifications are authoritative

## Source gates and never-rules

The source record provides 4 principal gates and 3 never-rules. This page does not infer or add to those counts.

- Every external send

- Relationship commitments

- Pricing statements

- Account access

- Impersonate Antonio

- Send from an unverified route

- Invent relationship history

## 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`