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VSM Loop: Viable-System Orchestration for Multi-Agent R&D

https://github.com/7mind/nix-config/blob/main/pkg/llm-prompts/skills/vsm-loop/content.md
1•pshirshov•22h ago

Comments

pshirshov•22h ago
I guess noone would ever pay any attention but this thing works wonders (even its sub-skills are very valuable). It turns Claude/Codex into persistently working machines with much higher output quality - and without need for a custom harness (which actually could improve token usage, quality and discipline but comes with maintenance costs).

With these skills Claude can work completely autonomously for days and weeks only interrupting the flow when some input is genuinely required from the user.

A sandbox and yolo mode are must.

The theory behind, unfortunately, doesn't have the recognition it deserves.

What makes a good variable naming convention

https://benharrap.com/post/2025-03-03-variable-naming-convention/
1•leephillips•1m ago•0 comments

Alexander Grothendieck Revolutionized 20th-Century Mathematics

https://www.quantamagazine.org/how-alexander-grothendieck-revolutionized-20th-century-mathematics...
1•Brajeshwar•2m ago•0 comments

Technical Interviews Reject the Wrong Engineers

https://fagnerbrack.com/technical-interviews-reject-the-wrong-engineers-a8e78ca04b2e
1•birdculture•4m ago•0 comments

Show HN: Let agents run any analysis with Mixpanel data, no UI required

https://docs.mixpanel.com/docs/mixpanel-headless
1•ttchen2•4m ago•0 comments

The Unbearable Blandness Of The 2020's [video]

https://www.youtube.com/watch?v=tzvXoss7A3E
1•mindcrime•4m ago•0 comments

French NATO commander: Europe has no alternative to Palantir's warfare tech

https://www.politico.eu/article/nato-commander-europe-no-palantir-alternative/
1•robertkoss•4m ago•0 comments

Leroy's elusive little people: A review on lilliputian hallucinations (2021)

https://www.sciencedirect.com/science/article/pii/S0149763421001068
1•billfor•5m ago•0 comments

What 1,281 agent runs reveal about coding agent failure in large codebases

https://tessl.io/blog/coding-agent-failure-patterns-large-codebases/
1•jdorfman•5m ago•0 comments

Active beam headlights are finally coming to America

https://arstechnica.com/cars/2026/05/these-clever-active-beam-headlights-are-finally-coming-to-am...
1•LorenDB•6m ago•0 comments

How OLTs may have exposed ISP networks

https://blog.quarkslab.com/how-olts-may-have-exposed-entire-isp-networks.html
2•speckx•8m ago•0 comments

Show HN: A demo video of Effected Keyboard 2

https://www.youtube.com/shorts/6aExjM8A9pE
1•vitalipom•9m ago•0 comments

Navox Network – Browser-only CRM built on weak-ties research

https://www.navox.tech/network
1•nahrin•10m ago•0 comments

Build your own green threads library in C

https://github.com/nihiL7331/thrd-ndl
2•nihiL7331•11m ago•0 comments

Show HN: I made the first free ad blocker for podcasts

https://drea.fm/
1•hamza_q_•11m ago•0 comments

PULSELoCo: 17x less trainer-to-trainer bandwidth in distributed RL post-training

https://arxiv.org/abs/2602.03839
1•synapz_org•11m ago•0 comments

Collabora and Flipper: Opening Up the RK3576

https://www.collabora.com/news-and-blog/news-and-events/collabora-flipper-opening-up-the-rk3576.html
1•mfilion•12m ago•0 comments

AI Gateway Production Index

https://vercel.com/blog/ai-gateway-production-index
1•gmays•12m ago•0 comments

TSA Gold+ program for privatizing airport security screening

https://www.tsa.gov/goldplus
3•victorio•12m ago•1 comments

I spent 50 hours drawing a line graph

https://www.dougmacdowell.com/50-hours-to-draw-some-lines.html
1•dougdude3339•13m ago•1 comments

Microsoft warns of new Defender zero-days exploited in attacks

https://www.bleepingcomputer.com/news/security/microsoft-warns-of-new-defender-zero-days-exploite...
1•Brajeshwar•17m ago•0 comments

Show HN: opub, donated compute for open-source

https://opub.dev/blog/introducing-opub
1•goodroot•19m ago•0 comments

A Booming Shadow Market of Sketchy A.I. Investments

https://www.newyorker.com/culture/infinite-scroll/a-booming-shadow-market-of-sketchy-ai-investments
2•mmayberry•19m ago•0 comments

Deepfakes Tore a High School Apart

https://www.404media.co/radnor-high-school-pennsylvania-ai-deepfakes-child-sexual-abuse-material/
3•cdrnsf•21m ago•0 comments

Apparently former Facebook staffers are in high-ranking positions at Mozilla now

https://goblin.band/notes/ak9wrlzwgqsvbj9y
2•speckx•22m ago•0 comments

MCP-safeguard: first automated security scanner for MCP servers

https://github.com/SyedAnas01/mcp-safeguard
1•Anas1371•23m ago•0 comments

I built a tool to stop AI coding agents from leaking my secrets

https://github.com/getveil/veil
1•bcharest_dev•23m ago•0 comments

Realtime pixels-in-actions-out neural agent for Flappy Anna 3D

https://www.youtube.com/watch?v=gssY-ZQx06g
1•guiguan•24m ago•0 comments

I built a small tool to reduce input token costs by 20-30% for agentic tasks

https://bigindexer.com/blog/reduce-input-token-costs-agentic-tasks
1•afxuh•25m ago•0 comments

Morphogenic Systems Lead

http://mailto:architect@creaturealgorithm.com
1•mariuslukas•25m ago•0 comments

Show HN: Six legendary marketers walk into a workflow

https://github.com/conductor-oss/awesome-skills/tree/main/gtm-mavericks
1•opiniateddev•25m ago•0 comments