> ## Documentation Index
> Fetch the complete documentation index at: https://docs.bensevern.dev/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Pipeline recipes

> Copy-paste GoldenPipe configs that wire the suite together: full clean-and-dedupe, profile-and-report, and dedupe-then-resolve-identities.

The [config matrix](/docs/goldenpipe/config-matrix) lists every stage. This page is the task-shaped shortcut: a few complete pipelines that wire the suite packages together. Every config below is a complete, valid file (CI validates each against the live schema).

```bash theme={null}
goldenpipe run recipe.yaml
```

## Clean and dedupe end to end

**You have** a raw file. **You want** to scan it, standardize it, and dedupe it in one declarative run.

Stages run in order; each `use` names a registered stage (see the [Stages](/docs/goldenpipe/config-matrix#stages) table).

```yaml theme={null}
pipeline: clean_and_dedupe
source: raw.csv
stages:
  - name: scan
    use: goldencheck.scan
  - name: standardize
    use: goldenflow.transform
  - name: dedupe
    use: goldenmatch.dedupe
```

## Profile, then report

**You have** a dataset you want a quality read on. **You want** a scan followed by a cross-cutting report, no matching.

```yaml theme={null}
pipeline: profile_and_report
source: data.csv
stages:
  - name: infer
    use: infer_schema
  - name: scan
    use: goldencheck.scan
  - name: report
    use: goldenanalysis.report
```

## Dedupe, then resolve durable identities

**You have** records that arrive over time. **You want** to dedupe and then assign stable entity IDs that survive across runs.

```yaml theme={null}
pipeline: dedupe_and_resolve
source: contacts.csv
stages:
  - name: standardize
    use: goldenflow.transform
  - name: dedupe
    use: goldenmatch.dedupe
  - name: identities
    use: goldenmatch.identity_resolve
```