# RQM Optimize Processing Pipeline

> RQM Optimize Processing Pipeline is a paid API for AI agents from jobs.rqmtechnologies.com, paid per call via x402, $0.005/call, status unknown (last checked 2026-09-14).

Optimizes a Wave signal-processing pipeline to minimize operation count while preserving output equivalence within a specified RMSE tolerance.

## Facts

- Endpoint: POST https://jobs.rqmtechnologies.com/x402/buyer-jobs/wave.optimize-processing-pipeline.v1
- Price: $0.005/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/rqm-optimize-processing-pipeline-2cdb6763
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_pi2VEqXuECe2IfNJVsCZW

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability rqm-optimize-processing-pipeline-2cdb6763 -d '<json body>'
```

Example prompt: Optimize this Wave pipeline — it has 3 operations: a scale of 2.0, a phase_rotate of 1.57, and a conjugate — against the minimum_operation_count objective, using the fixture values I've provided, with a maximum of 5 operations allowed and an equivalence RMSE ceiling of 0.001.

## When to prefer this

Use this endpoint when you need a deterministic, bounded optimization result for a Wave pipeline that can directly gate or feed the next step in an automated workflow. Prefer this over hardware-execution or simulation endpoints when you need operation-count reduction rather than circuit execution. Do not use when you need hardware truth, causal failure diagnosis, an unbounded optimization stream, or when working with unsupported physical models outside the Wave pipeline scope.

## Known failure modes

- Fixture array out of bounds (fewer than 1 or more than 4096 complex values)
- Operations list exceeds maximum of 16 or contains unsupported kinds
- maximum_operations set to a value incompatible with the provided pipeline
- RMSE threshold too tight for any valid reduction to be found
- Objective field value other than 'minimum_operation_count' rejected
- Payment insufficient or idempotency key format invalid

## How this service works

Optimize Processing Pipeline: Optimize this supported Wave pipeline against the supplied operation-count objective an... Use when: The caller needs a bounded objective result that can directly gate or feed its next step. Returns: strict JSON summary, checksummed artifact manifest. Boundaries: Bounded deterministic local software evidence only; no physical, causal, regulatory, hardware, or perform...

## Output

Returns a bounded optimization result indicating whether the pipeline was successfully reduced, the optimized sequence of operations (scale, phase_rotate, conjugate) within the specified maximum operation count, and a confirmation that the output equivalence RMSE stays within the supplied threshold.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "request": {
   "type": "object",
   "description": "Optimize Processing Pipeline request metadata is discovery-only while execution is disabled.",
   "additionalProperties": true
  },
  "schema_version": {
   "const": "rqm.jobs.bazaar-buyer-job-request.v1"
  },
  "idempotency_key": {
   "type": "string",
   "pattern": "^[A-Za-z0-9][A-Za-z0-9._:-]*$",
   "maxLength": 128,
   "minLength": 1
  },
  "max_total_price": {
   "type": "string",
   "pattern": "^(?:0|[1-9]\\d{0,13})(?:\\.\\d{1,6})?$"
  }
 }
}
```

## More

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