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Nelson Roque

@nelsonroque

Assistant Professor at Penn State. Cognitive Psychologist studying Aging, Brain Health, & the Environment 🧠 | mHealth & Digital Health Tech πŸ“±

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Latest posts by Nelson Roque @nelsonroque

#openclaw #aiagents

08.03.2026 02:42 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
AgentKit | AgentKit Docs Capability provisioning for AI coding agents.

Still early but already useful for agent workflows.

Install:

npm i -g @claudioabierto/agentkit

Docs
elclaudioabierto.github.io/docs/

Repos
github.com/elclaudioabierto/registry

Would love feedback from people building AI coding agents.

08.03.2026 02:41 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

AgentKit changes the model:

Agents install capabilities, not packages.

A capability = a deterministic recipe for a task environment.

Example:

web-automation
media-transcription
PII-redaction
tensorflow-gpu

Each one defines exact steps to provision the environment.

08.03.2026 02:39 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Right now agents treat setup like this:

β€œTry installing something and hope it works.”

But project environments are not deterministic:

β€’ different OS
β€’ missing system deps
β€’ conflicting packages
β€’ undocumented steps

Agents end up burning huge token budgets just guessing.

08.03.2026 02:39 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Most AI coding agents still guess their way through project setup.

install β†’ error
retry β†’ error
retry β†’ maybe works

This wastes tokens, time, and compute.

So I built AgentKit.

A capability provisioning layer for AI coding agents.

(To be continued)

08.03.2026 02:38 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Thank you for sharing!

25.04.2025 22:44 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
PNAS Proceedings of the National Academy of Sciences (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS) - an authoritative source of high-impact, original research that broadly spans...

Excited to share our new paper in PNAS! πŸŽ‰

"Identifying air quality monitoring deserts in the United States" www.pnas.org/doi/10.1073/...

Find your county
cascadelab.shinyapps.io/aqmd/
@cascadelab.bsky.social

21.04.2025 20:09 πŸ‘ 6 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
LibGuides: Government Information Data Rescue: Home A guide linking to trusted repositories that have rescued U.S. government data

The University of Virginia has created a website of archived government websitesβ€”bookmark itβ€”you’re going to need it later.

guides.lib.virginia.edu/c.php?g=1451...

12.02.2025 17:23 πŸ‘ 2144 πŸ” 900 πŸ’¬ 69 πŸ“Œ 44

πŸš€ Introducing tidypollute: an R package designed to simplify working with environmental data. It currently supports data extraction from EPA AirData flat files and the Atmotube Pro API.

@atmotube.com

πŸ”— Explore the package: lnkd.in/eUgVAn-8

12.02.2025 23:35 πŸ‘ 4 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

New art challenge:

Draw for an hour a day INSTEAD OF doomscrolling on socials for an hour a day.

Who's in?

12.11.2024 14:58 πŸ‘ 10911 πŸ” 944 πŸ’¬ 671 πŸ“Œ 158