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SkillHub – NPM for AI agent rules, share team standards across 13 AI tools

https://github.com/cloudvalley-tech/skillhub
1•zxh•2m ago•1 comments

Show HN: StarFetch – A lightweight, modern system fetch tool in Rust

https://github.com/Linus-Shyu/StarFetch_Core
1•LinusShyu•6m ago•1 comments

Show HN: Intuitive TUI for Ghostty Terminal Configuration

https://github.com/intaek-h/ghofig
1•intaek•8m ago•0 comments

Show HN: A self-custody medical records prototype (lessons learned)

https://github.com/Mzhvnn-tch/sehati-apps
1•SERSI-S•12m ago•1 comments

Show HN: Hekate – A Zero-Copy ZK Engine Overcoming the Memory Wall

1•y00zzeek•13m ago•2 comments

U.S. Court Order Against Anna's Archive Spells More Trouble for the Site

https://torrentfreak.com/u-s-court-order-against-annas-archive-spells-more-trouble-for-the-site/
2•t-3•14m ago•0 comments

Lopado­temacho­selacho­galeo­kranio­leipsano­drim­hypo­trimmato­silphio­karab

https://en.wikipedia.org/wiki/Lopado%C2%ADtemacho%C2%ADselacho%C2%ADgaleo%C2%ADkranio%C2%ADleipsa...
3•firloop•16m ago•0 comments

Erdos 281 solved with ChatGPT 5.2 Pro

https://twitter.com/neelsomani/status/2012695714187325745
1•nl•18m ago•0 comments

Claude Coding on Manager's Schedule

1•michaelhoney•21m ago•0 comments

Ask HN: What are some LLM shibboleths?

1•EGreg•23m ago•0 comments

TLS stripping on-device under Windows XP

https://kianbradley.com/2024/01/14/tls-on-xp.html
3•k-ian•34m ago•1 comments

David Webb, prominent Hong Kong shareholder activist, dies at 60

https://www.seattletimes.com/business/david-webb-prominent-hong-kong-shareholder-activist-dies-at...
2•gnabgib•35m ago•0 comments

Geometric Transformer: Emergent Connectivity via High-Dimensional Manifold

https://zenodo.org/records/18285921
1•MrPan•35m ago•0 comments

OSS Document Templates – Opinionated repo doc templates for open-source projects

https://github.com/Code-Cause-Collective/repo-oss-doc-templates
1•Brysonbw•40m ago•0 comments

How scientists are using Claude to accelerate research and discovery

https://www.anthropic.com/news/accelerating-scientific-research
1•gmays•43m ago•0 comments

Trump wants nations to pay $1B to stay on his peace board

https://www.reuters.com/world/trump-wants-nations-pay-1-billion-stay-his-peace-board-report-says-...
1•oenton•45m ago•0 comments

The impact of interactive violence on children (2000) [pdf]

https://www.govinfo.gov/content/pkg/CHRG-106shrg78656/pdf/CHRG-106shrg78656.pdf
1•SpicyLemonZest•46m ago•1 comments

Ask HN: is it's ok to do engagement farming here?

1•Sayyidalijufri•55m ago•2 comments

What's on HTTP?

https://whatsonhttp.com/
1•elixx•58m ago•0 comments

Major plumbing headache haunts $13B U.S. carrier off the coast of Venezuela

https://www.npr.org/2026/01/17/nx-s1-5680167/major-plumbing-headache-haunts-13-billion-u-s-carrie...
5•toomuchtodo•1h ago•1 comments

Why Everyone Is Suddenly in a 'Chinese Time' in Their Lives

https://www.wired.com/story/made-in-china-chinese-time-of-my-life/
1•t-3•1h ago•1 comments

From PSTN to Private Azure OpenAI: Shipping a Real-Time Voice AI Stack on AKS

https://blog.miraiminds.co/
2•kirtan998•1h ago•0 comments

Show HN: Image Text Editor – replace text inside images (no layers)

https://imagetexteditor.org/
1•zhaomeng•1h ago•0 comments

Oh My PI: coding agent CLI, unified LLM API, TUI and web UI libraries

https://github.com/can1357/oh-my-pi
1•kachapopopow•1h ago•0 comments

Portrait of the Machine as a Young Artist (1965) [pdf]

https://monoskop.org/images/6/63/Pierce_JR_1965_Portrait_of_the_Machine_as_a_Young_Artist.pdf
1•ofalkaed•1h ago•0 comments

Show HN: Nex.Design – AI ads agent for e-commerce

https://www.nex.design/
1•zxzxy1988•1h ago•2 comments

The Missing Semester of Your CS Education (2026)

https://missing.csail.mit.edu/2026/course-shell/
2•geox•1h ago•0 comments

VaultGemma: A Differentially Private LLM

https://arxiv.org/abs/2510.15001
3•todsacerdoti•1h ago•0 comments

AsyncGBP+: Bridging SSL/TLS and Heterogeneous Computing with GPU-Based Providers

https://ieeexplore.ieee.org/document/10713226
1•westurner•1h ago•0 comments

Persistent shock wave around dead star puzzles astronomers

https://phys.org/news/2026-01-persistent-dead-star-puzzles-astronomers.html
1•wglb•1h ago•2 comments
Open in hackernews

Show HN: acmsg (automated commit message generator)

https://github.com/quinneden/acmsg
15•qeden•8mo ago
A cli tool written in python for generating commit messages based on the staged changes in a repository using AI models through the OpenRouter API.

Comments

infocollector•8mo ago
Looks like openrouter api can be self-hosted, which means you should be able to run this locally. If anyone is able to run this with ollama, please do post how you did that? :)
theblazehen•8mo ago
The openrouter api is the same as the openai api, so you should be able to use the openai api compatibility built into ollama after updating the url in /src/acmsg/constants.py
pvdebbe•8mo ago
Maybe I am a bit old-fashioned but I think the commit message should convey intent and not content of the diffs. Perhaps the real utility of this is to describe existing commits in a repository.
owebmaster•8mo ago
I'm also old-fashioned but I always thought it made much more sense to give a content diff, it makes it easier to find changes.
JimDabell•8mo ago
The commit itself is the content diff. Repeating that in the log message is redundant.
owebmaster•8mo ago
no, it is not redundant, a summary makes it easier to search and find the correct commit to read the full diff.
hiatus•8mo ago
Isn't that solved with blame?
InsideOutSanta•8mo ago
I don't understand the reasoning for persisting LLM output that can be generated at any point. If I want to use an LLM to understand someone else's commits, I can use the LLM best suited for that task at the time I need the information, which will likely be more accurate than what was available at the time of the commit and will have access to more context.

I also believe that commit messages should focus on information the code doesn't already convey. Whatever the LLM can generate from looking at your code is likely not the info I'll seek when I read your commit message.

bee_rider•8mo ago
It looks like it just is based on the git diff and status, at least as far as I can tell in a quick skim…

Hypothetically, a tool like this could ingest the bug report you were fixing, some emails, etc etc. It could also read the whole project (to get more context than just the diff). In principle there’s no reason it couldn’t relay more info than just the diff, in some extreme form…

Also, it could be seen as producing a starting point. When a person picks which AI generated text to keep, that is enough to add a bit of human spark into the system, right?

nickcw•8mo ago
When you are looking through commit messages, "Why?", Is the question you want answered. The diff contains "What?" and "How?".

Assuming that the commits in this repo were generated by this tool it is missing the "Why?".

myrmidon•8mo ago
Fully agree. Also, using LLMs for things like this can have bad side-effects, too, simply because it raises the noise-floor:

By spelling out things that are not noteworthy enough for a human, you make it more difficult to find comments that are (and were). Injecting a lot of irrelevant information can hamper understanding even if it is technically completely correct.

flysand7•8mo ago
You are talking about the commit message body, right, not just the header? Because for me it's something similar, but:

Header: Contains "What" and the scope of the changes, as short as possible Body: Contains "Why" and the full explanation of the change

trallnag•8mo ago
So what kind of commit subject do you expect for fixing a single typo? Or bumping the patch version of a random dependency?
Xiol32•8mo ago
Do you need an LLM to create those commit messages?
alzamixer•8mo ago
I use the following script to allow copilot vim plugin to help me.

```plaintext name=../../bin/assisted-commit

#!/bin/bash

# Run git commit with --verbose --dry-run and save the output git commit --verbose --dry-run > ./commit.message

# Prepend # to every line and add "conventional commit message:" at the end sed -i 's/^/# /' ./commit.message echo "# uncommented conventional commit message using feat, fix or doc flags. !beakingchange iff change breaks backward compatibility:" >> ./commit.message echo "" >> ./commit.message

# Open the file in vim for editing, with cursor on a new line at the end and in insert mode vim +':normal Go' +startinsert ./commit.message

# Filter out commented lines and save to a temporary file grep -v '^#' ./commit.message > ./commit.message.filtered

# Commit using the filtered file git commit -F ./commit.message.filtered

# Delete the files rm ./commit.message ./commit.message.filtered

```

esafak•8mo ago
Don't forget to include committed code in the context when amending.
theknarf•8mo ago
This is worse than useless.

The commit message is supposed to contain the details that you can't just glance from the code. Why a certain decision was made, or the pro's and con's of a decision, a link to a relevant Github / Jira issue, etc.

jasonjmcghee•8mo ago
> a link to a relevant Github / Jira issue, etc.

So important!

Makes all devs lives so much easier.

Though you know someone is going to tweak the lint rules at some point and have the top commit on nearly every line at a certain point in time.

Is there a "non-functional change commit" dictionary for git blame to ignore these? I would use that feature...

maxcomperatore•8mo ago
Just click the copilot button in any ide to generate an automated commit message in less than one second. This is effectively useless.