Closing the intent-to-code chasm - specification-driven development with BDD verification chain
86
92%
Does it follow best practices?
Impact
86%
1.82xAverage score across 14 eval scenarios
Advisory
Suggest reviewing before use
A healthcare startup is building a HIPAA-compliant data analytics platform for hospital networks. The founding engineering team has been informally following some practices, but as they scale to 15 engineers, they need a formal governance document that all team members and AI coding assistants will follow. This document will serve as the authoritative source of non-negotiable development standards.
The CTO wants the document to capture the team's non-negotiable development standards.
Produce a CONSTITUTION.md file at the project root, update .specify/context.json with any derived configuration, and write a brief constitution-report.md.
The following files are provided as inputs. Extract them before beginning.
=============== FILE: PREMISE.md ===============
A cloud-based analytics platform that ingests, processes, and visualizes de-identified patient data for hospital networks to improve clinical outcomes and operational efficiency.
Primary users are clinical data analysts and hospital administrators at mid-to-large hospital networks (500+ beds). Secondary users are compliance officers who need audit trails.
Hospital networks struggle with fragmented data across dozens of systems (EHR, billing, scheduling). Analysts spend 70% of their time on data collection and cleaning instead of insights. There is no HIPAA-compliant SaaS solution that handles the full pipeline from ingestion to visualization at the required scale.
Healthcare IT, clinical analytics, HIPAA compliance
Ingestion layer (HL7/FHIR adapters), data lake storage, anonymization pipeline, analytics query engine, dashboard visualization. Excludes EHR systems themselves and any direct patient interaction.
=============== FILE: .specify/context.json =============== {}
evals
scenario-1
scenario-2
scenario-3
scenario-4
scenario-5
scenario-6
scenario-7
scenario-8
scenario-9
scenario-10
scenario-11
scenario-12
scenario-13
scenario-14
rules
skills
iikit-00-constitution
scripts
dashboard
iikit-01-specify
iikit-02-plan
iikit-03-checklist
scripts
bash
dashboard
iikit-04-testify
iikit-05-tasks
iikit-06-analyze
iikit-07-implement
iikit-08-taskstoissues
iikit-bugfix
scripts
dashboard
iikit-clarify
iikit-core
references
scripts
bash
dashboard
powershell
templates