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…/rigorpilot-skills/env-and-assets-bootstrap
home/skills/lllllllama/rigorpilot-skills/env-and-assets-bootstrap
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env-and-assets-bootstrap

bylllllllama· 44 skills

Installs

176k

Stars

512

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11

Category

Machine Learning & AI

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TL;DR

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.

How to install env-and-assets-bootstrap?

lllllllama/rigorpilot-skills/env-and-assets-bootstrap
$npx -y skills add lllllllama/rigorpilot-skills --skill env-and-assets-bootstrap

Installs into the current project.

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Use this skill

Run `npx skills use "https://github.com/lllllllama/rigorpilot-skills" --skill "lllllllama/rigorpilot-skills/env-and-assets-bootstrap"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.

Use the whole pack

Use the skills in "https://github.com/lllllllama/rigorpilot-skills" that are relevant to the current task. Run `npx skills add "https://github.com/lllllllama/rigorpilot-skills"` and select the relevant skills, then follow their instructions.

Files · 1

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SKILL.md
1# env-and-assets-bootstrap
2 
3Use this as the Rigor Setup skill. The installed slug remains
4`env-and-assets-bootstrap` for compatibility.
5 
6Use the shared operating principles in
7`../../references/agent-operating-principles.md`; this skill should keep setup
8planning conservative while leaving environment-specific judgment to the model.
9 
10## When to apply
11 
12- After repo intake identifies a credible reproduction target.
13- When environment creation or asset path preparation is needed before running commands.
14- When the repo depends on checkpoints, datasets, or cache directories.
15- When the user explicitly wants setup help before any run attempt.
16 
17## When not to apply
18 
19- When the repository already ships a ready-to-run environment that does not need translation.
20- When the task is only to scan and plan.
21- When the task is only to report results from commands that already ran.
22- When the request is a generic conda or package-management question outside repo reproduction.
23 
24## Clear boundaries
25 
26- This skill prepares environment and asset assumptions.
27- It does not own target selection.
28- It does not own final reporting.
29- It does not perform paper lookup except by forwarding gaps to the optional paper resolver.
30 
31## Input expectations
32 
33- target repo path
34- selected reproduction goal
35- relevant README setup steps
36- any known OS or package constraints
37 
38## Output expectations
39 
40- conservative environment setup notes
41- candidate conda commands
42- asset path plan
43- checkpoint and dataset source hints
44- unresolved dependency or asset risks
45 
46## Notes
47 
48Use `references/env-policy.md`, `references/assets-policy.md`, `scripts/bootstrap_env.py`, `scripts/plan_setup.py`, and `scripts/prepare_assets.py`.
49Use `scripts/bootstrap_env.sh` only as a POSIX wrapper around the Python bootstrapper when a shell entrypoint is more convenient.

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Preview

lllllllama/rigorpilot-skillslllllllama/rigorpilot-skills

$ npx -y skills add lllllllama/rigorpilot-skills --skill env-and-assets-bootstrap

▸ installing to .claude/skills…

✓ env-and-assets-bootstrap ready

Repolllllllama/rigorpilot-skills
TypeSkills
CategoryMachine Learning & AI
ForDeveloperResearcher
UpdatedJul 2026
License—
First seenJul 26, 2026

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