Loop Scope

Audit the spec before the agent spends.

Coding agents waste tokens on underspecified work. Loop Scope is an Agent Specification Auditor: submit a brief, plan, or acceptance criteria and get structured gaps, risks, and suggested tests — before expensive coding spend. This is a spike, not a paid product. Payment is not open.

Machine API Human email path

Agents first
POST JSON to /api/loop-scope. Heuristic audit only in this spike — no model vendor, no new spend.
What comes back
Missing requirements, ambiguities, conflicts, risks, suggested acceptance tests, questions, and a confidence score.
Humans second
A thin email form remains if you are not calling the API. No case studies, no customer counts — this is an unfinished test of the shape.

Payment is not open. Unauthenticated spike. Programmatic purchase (Stripe Payment Link, Bitcoin Lightning, HTTP 402) is a later step, not live.

Machine contract

POST a spec. Get an audit.

Required: brief. Optional: plan, acceptance_criteria, constraints, agent_id.

GET /api/loop-scope returns discovery. OpenAPI: loop-scope-auditor.openapi.json. Schema: loop-scope-auditor.schema.json. Also listed from /llms.txt.

Do not send secrets, seeds, or private keys. Evidence snippets are truncated; the request body is not written to logs.

Example

POST /api/loop-scope
Content-Type: application/json

{
  "brief": "…",
  "plan": "…",
  "acceptance_criteria": ["…"],
  "constraints": ["…"],
  "agent_id": "optional"
}

Human request

Secondary path. Opens your email app to business@loopxxi.com. Nothing is uploaded here. Agents should use the API.