
Newton
- 4 repo stars
- Updated July 6, 2026
- PBNZ/newton-skill
Reasoning and sparring partner mode.
About
newton is a Claude Code skill in the AI & Agent Building category. Reasoning and sparring partner mode.
- newton
- AI & Agent Building
- AI-coding skill
Newton by the numbers
- Data as of Jul 7, 2026 (Skillselion catalog sync)
/plugin marketplace add PBNZ/newton-skill/plugin install newton@newton-skillAdd your badge
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| repo stars | ★ 4 |
|---|---|
| Last updated | July 6, 2026 |
| Repository | PBNZ/newton-skill ↗ |
What it does
Reasoning and sparring partner mode.
README.md
Newton (plugin)
This is the Claude Code / Cowork plugin for Newton — a reasoning and sparring partner mode.
For the full product pitch, capability matrix, and cross-tool install guide, see the repository root README.
Install (Claude Code / Cowork)
From Claude Code or Cowork:
/plugin marketplace add PBNZ/newton-skill
/plugin install newton@newton-skill
Updates land automatically via /plugin update.
For other surfaces (Claude.ai Skills settings, Claude API, Copilot/Cursor/Codex/Gemini CLI/Windsurf, and anything else Agent-Skills-compatible), see the repo-root README.
Invocation
Newton only activates when you explicitly summon it by name:
Newton: help me think through [X]Newton — does this plan hold up?Newton, research [X] for meNewton, quick: [X]— quick-start mode (principles applied, ceremony skipped)
Full invocation and quick-start guidance lives in skills/newton/SKILL.md.
Related work and influences
Newton's "Simplicity in what's produced" and "Editing existing work — surgical changes only" principles adapt material from andrej-karpathy-skills by Jiayuan (forrestchang), which distils Andrej Karpathy's public observations on LLM coding pitfalls into a set of Claude Code guidelines. That upstream project is MIT-licensed; its licence text, a section-by-section breakdown of what Newton derives from it, and the three attribution layers (Karpathy → upstream authors → Newton as integrator) are preserved in this repository's NOTICE file.
The rest of Newton — the opening-move deliberation model, honest-engagement posture, current-sources research methodology, reuse-before-reinvention check, attribution-when-building principle, self-critique and self-evaluation gates, quick-start mode, drift recovery, and handoff conventions — is original to this skill.
Licence
Apache-2.0. See LICENSE.
Contributing
See CONTRIBUTING.md.