env-and-assets-bootstrap
Conservative conda-first environment and asset preparation for deep learning repository reproduction.
What it does
- After repo intake identifies a credible reproduction target.
- When environment creation or asset path preparation is needed before running commands.
- When the repo depends on checkpoints, datasets, or cache directories.
- When the user explicitly wants setup help before any run attempt.
- When the repository already ships a ready-to-run environment that does not need translation.
- When the task is only to scan and plan.
- When the task is only to report results from commands that already ran.
Requirements & configuration
- When the repo depends on checkpoints, datasets, or cache directories.
- When the repository already ships a ready-to-run environment that does not need translation.
Derived from the skill's own SKILL.md documentation · extracted 2026-07-23
Conservative conda-first environment and asset preparation for deep learning repository reproduction.
Source
Repository: https://github.com/lllllllama/ai-paper-reproduction-skill
env-and-assets-bootstrap FAQ
What does the env-and-assets-bootstrap skill do?
Rigor Setup skill for README-first deep learning repo reproduction. Use when the task is specifically to prepare a conservative conda-first environment, checkpoint and dataset path assumptions, cache location hints, and setup notes before any run on a README-documented repository. Do not use for repo scanning, full orchestration, paper interpretation, final run reporting, or generic environment setup that is not tied to a specific reproduction target. After repo intake identifies a credible reproduction target. When environment creation or asset path preparation is needed before running commands.
What does env-and-assets-bootstrap require?
When the repo depends on checkpoints, datasets, or cache directories. When the repository already ships a ready-to-run environment that does not need translation.
How do I install env-and-assets-bootstrap?
Run: npx -y skills add https://github.com/lllllllama/ai-paper-reproduction-skill --skill env-and-assets-bootstrap --agent claude-code — the source lives at github.com/lllllllama/ai-paper-reproduction-skill.
Maintain env-and-assets-bootstrap?
Let people know it's listed here — add the badge (live metrics, light/dark aware) or a plain link to your README or docs.
[](https://getagentictools.com/skills/lllllllama-ai-paper-reproduction-skill-env-and-assets-bootstrap?ref=badge) npx agentictools info skills/lllllllama-ai-paper-reproduction-skill-env-and-assets-bootstrap The second line is the CLI lookup for this page — handy in READMEs and docs.
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