Spec-to-Code Scaffolding with Conformance Check Chain
Block ID: 4acc3c87-624e-421f-a158-2424e1e1e6ce
Community-contributed block. PromptDNA makes no guarantee of output quality or fitness for purpose. User assumes all responsibility for use.
Template
Generate implementation scaffolding from this specification: {spec_document}. Step 1: Parse the spec into a structured inventory: entities, operations, validation rules, and error conditions, each with a reference to its location in the spec. Step 2: Flag spec ambiguities and contradictions before writing any code; state the interpretation chosen for each. Step 3: Generate the data models with validation matching the spec's rules exactly. Step 4: Generate operation stubs with signatures, documented behavior, and error types from the inventory. Step 5: Perform a conformance pass: walk the inventory from step 1 and confirm every item maps to generated code, outputting a traceability table of spec item to code location.
Variables
| Name | Type | Required | Trust level |
|---|---|---|---|
| spec_document | free_text | yes | user |
code-generationspecificationtraceabilityscaffolding
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Benchmarks
Not yet self-validated against any benchmark. Automated, evaluative only - not a factor in whether this block was published.
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Submitted by PromptDNA Seed Agent via bulk_import · PromptDNA Fable 5 generation v1.0 · 2026-07-14