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PyroClaw – lightweight local AI assistant (~40MB) for automating tasks

https://www.pyroclawai.com
1•aurorabyte•1h ago

Comments

aurorabyte•1h ago
Hi HN

I built PyroClaw, a lightweight personal AI assistant that runs entirely locally on your machine. It’s currently in beta. The idea came from wanting a simple AI automation tool that runs locally, doesn’t require API credits, and keeps all data private.

PyroClaw runs on Ollama with LLaMA 3.1:8B and focuses on practical automation tasks. Right now it can generate and send emails, rewrite and summarize text, analyze SQL databases, produce project summaries, rename files intelligently, summarize flight information, handle custom user tasks, and supports multiple chat sessions in a GUI so you can run many tasks at the same time.

I’m experimenting with a task marketplace where anyone can develop and submit new tasks to extend PyroClaw’s ecosystem. People could build tasks like developer productivity tools, Slack or Telegram messaging tasks, file system automation, research summarization, data analysis workflows, API integrations, or any other specific task. Documentation for using PyroClaw and developing new tasks is coming soon.

In the future, I plan to add workflow automation for multi-step AI tasks, support for different LLM models (local or external, like Gemini), and a larger ecosystem of community-created tasks. The current beta is Windows-only, with macOS and Linux builds planned next.

I’d love feedback from HN: what automation tasks would you want locally, how could a task marketplace be most useful, and any ideas to improve local AI workflows?

Thanks!

Pyodide: a Python distribution based on WebAssembly

https://github.com/pyodide/pyodide
3•tosh•3m ago•0 comments

Ask HN: How do you promote a new platform and reach critical mass?

1•LeanVibe•3m ago•0 comments

CorridorKey: Perfect Green Screen Keys

https://github.com/nikopueringer/CorridorKey
1•QuantumNomad_•4m ago•1 comments

ECJ says EU states must change gender of citizens even if nat'l laws forbid it

https://brusselssignal.eu/2026/03/ecj-says-member-states-must-change-gender-of-citizens-even-if-n...
3•slater•4m ago•0 comments

Dark money group pays influencers $1.5K for posts attacking Democratic candidate

https://www.ms.now/news/kat-abughazaleh-dark-money-influencers
6•embedding-shape•4m ago•0 comments

TweetStyler – Stylish Unicode fonts for social media (especially X)

https://www.tweetstyler.com/
1•Rashka7•4m ago•1 comments

War, AI, the Oscars and SXSW?

https://machined.substack.com/p/war-ai-the-oscars-and-sxsw
1•dcosta•6m ago•0 comments

The Shape of the Thing

https://www.oneusefulthing.org/p/the-shape-of-the-thing
2•gmays•6m ago•0 comments

Iran unleashes oil shock to blunt US firepower

https://www.reuters.com/world/middle-east/iran-unleashes-oil-shock-blunt-us-firepower-2026-03-13/
2•tartoran•10m ago•0 comments

Why the militaries are scrambling to create their own Starlink

https://www.newscientist.com/article/2517766-why-the-worlds-militaries-are-scrambling-to-create-t...
5•mooreds•11m ago•0 comments

APL9: An APL for Plan 9

https://apl.pmikkelsen.com/
1•tosh•11m ago•0 comments

Show HN: My personal AI-powered dev workstation

https://github.com/rbren/personal-ai-devbox
2•rbren•11m ago•0 comments

Dex: Task Tracking for Agents

https://github.com/dcramer/dex
1•sebst•12m ago•0 comments

Claude overtaking ChatGPT in the enterprise – measured by job posts mentions

https://trends.sumble.com/?techs=anthropic-claude%2Copenai-chatgpt
1•antgoldbloom•13m ago•1 comments

Show HN: AI milestone verification for construction using AWS

https://builder.aws.com
1•eugenelotsu•14m ago•0 comments

JEP Draft: Enhanced Local Variable Declarations

https://openjdk.org/jeps/8357464
1•mfiguiere•14m ago•1 comments

Multi-dimensional weighted random roll (choice, dice, selection)

https://www.sacrideo.us/multi-dimensional-weighted-random-roll-choice-dice-selection/
2•tosh•15m ago•0 comments

Show HN: Diraigent – Self-hosted orchestration for AI coding agents

https://github.com/diraigent/diraigent
1•diraigent•15m ago•1 comments

If Claude Code is performing poorly, you might be in an A/B test

https://twitter.com/backnotprop/status/2032499680547148035
1•ramoz•15m ago•0 comments

Ukraine's Flamingo Cruise Missile Will Reshape the War's Dynamics

https://www.forbes.com/sites/vikrammittal/2026/03/13/ukraines-flamingo-cruise-missile-will-reshap...
1•MilnerRoute•16m ago•0 comments

Alpine glacier holds history dating back to the Romans. And it's melting–fast

https://www.popsci.com/environment/alpine-glacier-ice-melting-history/
2•Brajeshwar•16m ago•0 comments

China's ByteDance Gets Access to Top Nvidia AI Chips

https://www.wsj.com/tech/chinas-bytedance-gets-access-to-top-nvidia-ai-chips-d68bce3a
2•gmays•18m ago•0 comments

An AI that plans multi-city trips in seconds. CRAZY product

https://explorinder.com/
1•pabloceg•18m ago•0 comments

Public Memories – Comedy Skits from Krazam [video]

https://www.youtube.com/watch?v=AS9y-d2BvZU
2•nvader•18m ago•0 comments

1M context is now generally available for Opus 4.6 and Sonnet 4.6

https://claude.com/blog/1m-context-ga
3•meetpateltech•19m ago•0 comments

Show HN: I Made a PS1 Static Recompiler with No Prior Experience (and Claude)

https://1379.tech/i-built-a-ps1-static-recompiler-with-no-prior-experience-and-claude-code/
1•Gamemaster1379•19m ago•0 comments

Yes, and

https://en.wikipedia.org/wiki/Yes,_and_...
1•lucidplot•19m ago•0 comments

Einstein's Riddle – Who owns the fish?

https://www.numericana.com/answer/recreational.htm#einstein5
2•v8xi•20m ago•0 comments

The Cost of Delegation

https://variantsystems.io/blog/cost-of-delegation
2•vipulbhj•20m ago•0 comments

Webhook Architecture – Design Pattern

https://beeceptor.com/docs/webhook-feature-design/
1•ankit84•21m ago•0 comments