AGENT-AUTHORED PLAN

Build, review and launch a data pipeline

Draft

String collection steps together, inspect every prompt and dependency, then require a separate human approval before launch.

PLANUnsaved

01 · IDENTITY

Plan and objective

PERSONA STS

Plan ID Plan name Authored by

Description Collection objective

Test documentNVIDIA Nemotron and NeMo Switchyard blog post ↗The checked-in fixture mirrors Firecrawl clean-content JSON with Markdown and metadata.

02 · SCALE

Collection mix and generation

30,000 records

Candidate records Generated personas Generator model

Pinned model endpoint / revision

Example expansion18 source paragraphs5 personas3 candidates per group270 training pairs

03 · INPUTS

Source manifests and rights

0 ready

Every source must resolve to an immutable manifest. An agent may propose a URI, but a reviewer must verify rights and lineage.

Selected document URI for this runOne immutable Firecrawl clean-content JSON or Markdown document. Update this when the production document is supplied.

04 · PIPELINE

Ordered collection steps

Dependencies may reference earlier steps only, making execution order reviewable and acyclic.

05 · LABELS & OUTPUT

Ordinal relevance schema and publication

Equivalent label Related label Unrelated label

Human dry run

paragraphs

Output prefix Record schema

06 · EXECUTION BOUNDARY

Adapter and readiness blockers

Executable

Executor Execution mode

One unresolved blocker per lineApproval and launch are server-blocked while this list is non-empty.

HUMAN GATE

Pre-launch review

An agent can author and submit this plan. It cannot approve its own work, and the server rejects launch without a matching human approval for the current version.

Save the draft before review

Reviewer identity

Required approval checks Scope and costPilot size, quotas and provider cost are acceptable. Data rightsCorpus and persona manifests are licensed and immutable. Prompts and modelsEvery prompt, model and revision is pinned and inspected. Candidate qualityEquivalent, related and unrelated outputs pass the dry-run review. Storage and provenanceOutputs, raw responses, lineage and manifests are complete.

Review notes

LAUNCH GATE

Not launchable

Launch is a separate server operation. Viewing or approving a plan never starts collection.

DATA CONTRACT

One anchor: One immutable source paragraph with complete document context available to the persona.
Three candidates: Equivalent = 2, related = 1, unrelated = 0. All three use the same persona voice.
Training access: One denormalized pair row per candidate, connected by group ID for reconstructing triplets.