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Npcsh, the multi-agent shell, has now reached 50 stars on GitHub

https://github.com/NPC-Worldwide/npcsh
2•caug37•2h ago

Comments

caug37•2h ago
npcsh is a command-line toolkit that provides simple and practical ways to use AI tools wherever you work. npcsh lets you easily tweak agent personas, tools, and context. It comes with several agents that you can work with: 1. guac: a python coding agent that executes code that you can inspect and work with. Likewise, guac can build on the code you write within the session and works by way of managing a python package to help you go from experimentation to automation more quickly

2. corca: a tool-calling agent that can hook up to an mcp server. By default, corca uses the mcp server we ship with npcsh, but we've used it with other mcp servers as well.

3. alicanto: a deep research agent that runs experiments and then writes a paper in a latex document, and, if equipped with something like a semantic scholar api key, alicanto can even find citations and incorporate them into the work

Additionally, users can take advantage of helpful macros like '/ots' for screenshot -> LLM, '/sample' to get a one-off answer that has no prior context, '/vixynt' to generate or edit images.

with npcsh, we are building not just helpful agents, but the toolkit with which you as a user can continually improve your own agent teams.

deadfece•39m ago
Why use this over datasette’s `llm` ?

The Awe Keeps Dropping

https://morrick.me/archives/10137
1•mgrayson•4m ago•0 comments

The Sagrada Família Takes Its Final Shape

https://www.newyorker.com/magazine/2025/09/22/is-the-sagrada-familia-a-masterpiece-or-kitsch
1•pseudolus•5m ago•1 comments

TCG Automate – Scan and Identify Your Trading Cards and List to eBay in Seconds

https://www.tcgautomate.com
1•asassine•7m ago•0 comments

Helping Doug

https://theamericanscholar.org/helping-doug/
1•gmays•15m ago•0 comments

Switchborn – 007 – The Endgame You Forgot [video]

https://www.youtube.com/watch?v=q1OldPGF2mI
1•marcusfrex•18m ago•1 comments

The builder who photographed distant galaxies

https://www.bbc.com/news/articles/crkj08kmd67o
1•1659447091•21m ago•0 comments

Visualizing Algorithms (2014)

https://bost.ocks.org/mike/algorithms/
2•shminge•26m ago•0 comments

Lobbying and Regulatory Strategies of US Autonomous Vehicles Companies

https://cardog.app/blog/autonomous-vehicle-lobbying
1•samsullivan•36m ago•0 comments

Namibia's Caprivi Strip Exists Because the Germans Forgot Victoria Falls

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2•nothrowaways•37m ago•0 comments

Thank HN: Rainbows End

4•cl42•37m ago•1 comments

Treat the AI like it's yourself

https://ryanglover.net/blog/treat-the-ai-like-it-s-yourself
1•rglover•40m ago•0 comments

Dems wave hands, stomp feet about ICE using mobile face recognition app

https://www.theregister.com/2025/09/15/cbp_has_deployed_billions_in/
2•Bender•46m ago•2 comments

Careless engineer stored recovery codes in plaintext, got whole org pwned

https://www.theregister.com/2025/09/15/ransomware_recovery_codes_plaintext/
2•Bender•47m ago•1 comments

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https://www.theregister.com/2025/09/15/afrinic_election_called_what_next/
1•Bender•48m ago•0 comments

Free Online Traceroute Tool

https://tracerouteai.com
1•wantering•51m ago•0 comments

Most Work Is Translation

https://aparnacd.substack.com/p/most-work-is-translation
2•jger15•52m ago•0 comments

Fighting human trafficking with self-contained applications

https://lwn.net/SubscriberLink/1036916/2b10f1356b7ab0e7/
5•chmaynard•53m ago•0 comments

PlugAndData – plug‑and‑play data pipeline with automatic interface generation

https://pluganddata.com/
1•DanielPlugnData•53m ago•1 comments

Post-quantum security for SSH access on GitHub

https://github.blog/engineering/platform-security/post-quantum-security-for-ssh-access-on-github/
3•fcambus•54m ago•0 comments

A smart AI personal executive assistant

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2•xisen•55m ago•2 comments

Active NPM supply chain attack: Tinycolor and 40 Packages Compromised

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26•feross•56m ago•4 comments

Roblox and Discord sued after teen's suicide, joining wave of litigation

https://www.independent.co.uk/news/world/americas/roblox-discord-lawsuit-teen-suicide-b2826315.html
2•donsupreme•58m ago•0 comments

Keeping SSH sessions alive with systemd-inhibit

https://kd8bny.com/posts/session_inhibit/
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https://www.projectlinework.org/
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1•pykello•1h ago•0 comments

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https://kyrylo.org/software/2025/08/21/why-do-software-developers-love-complexity.html
33•PaulHoule•1h ago•40 comments

Alarm and Overload

https://novum.substack.com/p/two-media-tactics-of-the-2020s
2•paulpauper•1h ago•0 comments

Science of Chess: What does it mean to have a "chess personality?"

https://lichess.org/@/NDpatzer/blog/science-of-chess-what-does-it-mean-to-have-a-chess-personalit...
1•tech_ken•1h ago•0 comments

Show HN: Summarize Any Article, Paper, or Video in 5 Bullet Points

https://unrav.io/summarize
4•rriley•1h ago•0 comments

Show HN: Labspace Directory – Biotech resource for lab space

https://www.labspacedirectory.com
2•ejhodges•1h ago•0 comments