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lab-notes.aiPublic-service AI playbooks

Open-source public-service accelerator

17 public-service opportunities. The desk research is already done.

Explore the public-service opportunities named in Northern Ireland’s draft AI strategy. Each playbook includes published sources, safe starter data, honest constraints, and a domain build partner for your coding agent.

An independent open-source project, not a government service. It does not recommend products or claim that AI is required.

How to use this

Start building in four steps.

  1. 01Choose an opportunity
  2. 02Inspect the sources and starter data
  3. 03Clone the repositorygit clone https://github.com/Hypership-Software/ats-us-nai.git
  4. 04Ask your coding agent to load the build partnerbuild-traffic-flow

Worked example

One playbook, end to end.

Take Traffic Flow Management. We investigated 2 published sources, wrote 20 safe synthetic records, and packaged a build partner that ships in the repository. It gives your coding agent context, not a product to build.

  1. 01Published evidence2 sources already investigated
  2. 02Starter data20 synthetic records ready to inspect
  3. 03Repository pathcontent/playbooks/traffic-flow/traffic-flow.data.json
  4. 04Domain build partnerbuild-traffic-flow