Chemistry Ablations And Curves

by tangxiangru

Chemistry Ablations And Curves is an AI Engineering skill for Claude Code, published by tangxiangru in AutoR.

804 stars25 forkson tangxiangru/AutoRAdded 2026/08/22Repository updated 2026/08/22

View source on GitHub Download repo ZIP

agentaiai-scientistauto-researchclaudeclaude-codecliharnessllmopenaipaperscience

Install in seconds

Install Chemistry Ablations And Curves

Copy Chemistry Ablations And Curves into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/tangxiangru/AutoR/tree/main/src/skills/chemistry-ablations-and-curves-without-an-accelerator ~/.claude/skills/chemistry-ablations-and-curves-without-an-accelerator

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/tangxiangru/AutoR.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: src/skills/chemistry-ablations-and-curves-without-an-accelerator/SKILL.md in tangxiangru/AutoR
Installs to: ~/.claude/skills/chemistry-ablations-and-curves-without-an-accelerator
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Chemistry Ablations And Curves does

Chemistry Ablations And Curves helps plan ablation tables and curve-based evidence when a model can’t be trained at full scale. It distinguishes component ablations from input ablations and suggests the highest-fidelity curve you can still ship.

Chemistry Ablations And Curves is cataloged under AI Engineering on DirSkills. Chemistry Ablations And Curves comes from a repository tagged agent, ai, ai-scientist, auto-research and claude.

Documentation

README

Excerpt

Ablations and curves when the sandbox has no accelerator

Price the training arm first. train-the-named-architecture is the primary instruction: when the brief names an architecture, a small honest re-implementation trained at whatever scale you can afford answers every architecture-shaped criterion. So before this skill applies, measure the machine — device query, cores, RAM, wall clock left — and price one scaled-down training arm against it, in writing. What follows sits on top of that arm wherever it is affordable, and replaces it only where there is genuinely no accelerator and no time.

What goes wrong

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Chemistry Ablations And Curves

What else does tangxiangru publish alongside Chemistry Ablations And Curves?
Chemistry Ablations And Curves is one of 25 skills that DirSkills catalogs from tangxiangru/AutoR, the repository it ships in. Its siblings there include A Deliverable Is Not an Instruction, A Value You Did Not Measure Still Has A Source and Answer The Why, Not Only The What. Each one is a separate skill with its own page in this directory, installs the same way Chemistry Ablations And Curves does, and is maintained by tangxiangru in that same repository. The rest of the collection is listed on the tangxiangru/AutoR page.
How does Chemistry Ablations And Curves compare to other AI Engineering skills?
Chemistry Ablations And Curves ranks #1592 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Chemistry Ablations And Curves against them. Open each page to compare what they document and how they install.