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Show HN: AI agents for UK GDAD PCF roles and their skills

1•jph•47m ago
https://github.com/ai-agents-for-uk-gdad-pcf-roles/ai-agents...

AI agents, provided as markdown files, that implement United Kingdom (UK) Government Digital and Data (GDAD) Profession Capability Framework (PCF) roles and their skills.

Purpose: The United Kingdom is implementing a jobs classification system for digital technology work, such as "Software developer", "Test analyst", "Incident manager", etc. The UK provides extensive documentation about the roles and the skills, along with naming conventions.

I'm experimenting with multi-agent software enginnering, so I extracted the documentation into markdown files that I can use as AI skills.

It turns out this works very well in practice, with equivalent results to popular multi-agent generic systems. The big win is that using the UK naming convention and exact roles and skills makes teams understand it immediately - including executive teams, goverance teams, and legal teams.

The markdown files are especially easy for novices to copy/paste into AI chat systems, and also can of course work with more-advanced tooling e.g. I use Claude Code and swarms of subagents.

I'm sharing the markdown files in this repo. Constructive feedback welcome.

Conversations With Our Future Robot Overlords (and their pet human) [video]

https://www.youtube.com/watch?v=wokyfBA7lbY
1•deadprogram•2m ago•0 comments

Released reminders-sync, bug fixes for neural web

1•Okerew•3m ago•0 comments

Everyone's building AI agents that remember. I built one that has a body

https://sbarron.com
1•barronai•5m ago•0 comments

The Std:Bitset Story: How a Practical MS‑DOS Problem Contributed to C++

https://freshsources.com/blog/files/0efc66caabe2cb443a6acae6aca0f707-0.html
1•ingve•5m ago•0 comments

Microsoft admits it 'cannot guarantee' data sovereignty (2025)

https://www.theregister.com/off-prem/2025/07/25/microsoft-exec-admits-it-cannot-guarantee-data-so...
1•leonidasrup•6m ago•0 comments

LG reportedly discussing the sale of its TV business to Hisense

https://www.notebookcheck.net/LG-reportedly-discussing-the-sale-of-its-TV-business-to-Hisense.130...
1•Markoff•8m ago•1 comments

Show HN: I made samspov.com to easily track updates

https://samspov.com
3•NKCSS•13m ago•0 comments

Manny Nosowsky, Whose Wordplay Enlivened Times Crosswords, Dies at 94

https://www.nytimes.com/2026/05/24/us/manny-nosowsky-dead.html
1•Michelangelo11•13m ago•0 comments

Hetzner Price Adjustment

https://www.hetzner.com/pressroom/standardization-and-price-adjustment-of-our-server-products/
1•TechTechTech•14m ago•0 comments

SOLID – ISP Is a Conditional Corollary of Dip Applied per Client

https://zenodo.org/records/20350293
1•humanfromearth9•15m ago•1 comments

Using typing in Python leads to different sorts of code

https://utcc.utoronto.ca/~cks/space/blog/python/TypeHintsDifferentCode
1•ingve•18m ago•0 comments

Fiber Optic Drone

https://en.wikipedia.org/wiki/Fiber_optic_drone
1•throwfaraway135•19m ago•0 comments

SOLID – Why SRP Is Wrong: The Cardinality Error in the SRP

https://zenodo.org/records/20415656
1•humanfromearth9•20m ago•1 comments

When products think: navigating the AI product shift

https://www.cesarrg.com/when-products-think-navigating-the-ai-product-shift/
1•cesarrg•24m ago•0 comments

A useful paper on the case for AI data centres in space [pdf]

https://starcloudinc.github.io/wp.pdf
2•nilen•24m ago•0 comments

Prepare your "no" and keep it handy

https://sive.rs/n0
1•Michelangelo11•24m ago•0 comments

Robinhood Lets Customers Use AI to Trade Stocks, Make Credit-Card Purchases

https://www.wsj.com/tech/ai/robinhood-lets-customers-use-ai-to-trade-stocks-make-credit-card-purc...
1•cesarrg•27m ago•0 comments

Seven Ways to Avoid Losing Your Job to AI

https://www.thefp.com/p/tyler-cowen-seven-ways-to-avoid-losing
3•yarapavan•27m ago•2 comments

Why the US is moving troops from Germany to Poland: a US Army officer explains

https://vulpesetleo.substack.com/p/kosciuszko-smiles-for-our-freedom
2•hnjm•29m ago•1 comments

DiffusionBlocks: Training Neural Networks One Block at a Time

https://pub.sakana.ai/diffusionblocks/
2•hardmaru•29m ago•0 comments

Ax language: Compact source, build for agents

https://axlanguage.github.io/axlang/
2•mellosouls•30m ago•1 comments

Show HN: LaunchPact – get upvotes for your ProductHunt launch

https://www.launchpact.io
2•devtanna•30m ago•0 comments

Learnings from training a frontier font generation model

https://www.mixfont.com/blog/learnings-from-training-a-frontier-font-generation-model
1•justswim•34m ago•0 comments

Train 1T parameter LLM with 8 GPUs?

1•kendy1992•37m ago•0 comments

Energy Efficiency across Programming Languages [pdf]

https://greenlab.di.uminho.pt/wp-content/uploads/2017/09/paperSLE.pdf
1•doener•39m ago•2 comments

Google worker charged with using internal data to make $1.2M on Polymarket

https://www.bbc.com/news/articles/c052yv259jvo
1•ZeljkoS•40m ago•0 comments

Rcmd: Reimagined Command-Tab

https://lowtechguys.com/rcmd/
3•doener•42m ago•0 comments

After Ferrari EV backlash, Lamborghini says canceling EVs was the right choice

https://www.cnbc.com/2026/05/27/ferrari-luce-backlash-lamborghini-ceo-ev.html
2•kleiba2•45m ago•1 comments

Apify actors at $0.001/result (Google Maps, NPI, SEC EDGAR, more)

https://apify.com/meticulous_snail
1•meticuloussnail•46m ago•0 comments

A Love Letter to Neovim

https://caio.ca/blog/a-love-letter-to-neovim
1•birdculture•47m ago•0 comments