Project directory and data access

Managing delegated AI work

Working prototype — A field guide for thinking through authority, hidden effort and demonstrable benefit. Start with a worked case and challenge the assumptions.

Version 3 is a proposed approach for practitioner testing. Its worked cases are fictional; the guide does not certify an agent or establish that a deployment is safe.

Open Managing delegated AI work

• Full field-guide reference — All fictional cases, prompts and record fields in one readable page.
• Field-guide content (JSON) — Public reference content; no user-entered records.

Question: Where could this guide give someone false confidence?

HDRL Framework

Published framework — Explore the organisational, technical and trust conditions that make health-data research possible. A common structure for identifying gaps and priorities.

Commissioned by and intellectual property rights owned by Research Data Scotland; originated and developed by OPL Advisory. Further independent validation is required. See the linked framework for evidence, attribution and reuse terms.

Open HDRL Framework

• HDRL agent index — Framework, source-of-record documents, citation and reuse.
• Indicator catalogue (JSON) — Versioned indicator catalogue; use its linked schema and framework limitations.

Question: Which indicator would change an actual improvement decision?

Existing feedback routes: Share a correction or critique · Open a GitHub issue

The Birthday Calendar

Live experiment — Look up a birthday, follow patterns through the year and explore how birth seasons vary across the four UK nations.

The daily lookup covers England and Wales. The monthly comparison covers all four UK nations. The explorer explains its sources, periods and gaps; a pattern alone does not establish its cause.

Open The Birthday Calendar

• Daily births (CSV) — England and Wales, 1995–2025; occurrence counts, not individual birth records.
• UK monthly series (CSV) — Check geography, occurrence/residence basis, partial years and source columns before comparison.
• Methods and sources — Definitions, coverage and original official sources.

Question: Which pattern surprised you—and what explanation would you want to test?

Existing feedback routes: Join the discussion on LinkedIn

Britele

Live experiment — A daily UK geography game. Take a guess, follow the clues and discover a place you might otherwise have passed by.

A small experiment in learning through play. The game has its own home and daily challenge.

Open Britele

• How to play and game interface — Browser interaction is required. No agent action API is documented by this directory; it does not expose answers or player progress.

Question: What did playing help you notice or remember about a place?

Existing feedback routes: Contact Britele

PTF Weather

Live experiment — Explore observations from a local field station in Hoton. An invitation to notice the weather as a changing record of a place.

This links to the public weather site. Local observations describe conditions at a particular station; consult the project for coverage and data notes.

Open PTF Weather

• Current published snapshot (JSON) — Public observations with publication time, observation time, units, coverage and quality flags. Check these timestamps before treating readings as current; this is not a forecast.

Question: Which view helps you understand the weather here?