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Skills/Writing & docs/lllllllama/RigorPilot-Skills

env-and-assets-bootstrap

lllllllama/RigorPilot-Skills
SkillLoads cleanly

Rigor Setup skill for README-first deep learning repo reproduction. Use when the task is specifically to prepare a conservative conda-first environment,…

Scores
88
out of 100 · grade A

2026-08-01

Works

40% of the score

100/100

  • Loads cleanly: valid frontmatter, required fields present, no dangling references.

Maintained

25% of the score

100/100

  • no commits in the last 12 weeks

Adopted

20% of the score

72/100

  • 180,127 installs on skills.sh.
  • 511 stars on the source repo.

Documented

15% of the score

57/100

  • No usage example or code block.
  • 262-word body.
  • Ships 7 bundled files.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit 5 days ago.

Install

npx skills add lllllllama/RigorPilot-Skills/env-and-assets-bootstrap

What it says it does

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.

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-07-26.

The record

Type
Skill
Category
Writing & docs
Repository
lllllllama/RigorPilot-Skills
Last commit
5 days ago · 2026-07-26
Repository stars
511
Installs
180,127
Licence
MIT
Instruction length
262 words
Bundled files
7 · includes scripts
View the source on GitHub

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cleanSkill180,144 installs5 days ago

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One product, taken apart, once a month

Kynth Studios pulls one shipped product open every month — what it does, what it cost to build, what the pipeline behind it looks like, and what the numbers did. One email a month, nothing in between.

Double opt-in — we send one confirmation link and nothing else until you click it.

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Built by

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the studio behind Toolproof, BlockDex and KitGrade

part of Toolproof, the measurement layer for AI agent tooling

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Skills
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CLAUDE.md examples

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Listings JSON
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© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks

The studio list

One product, taken apart, once a month

Kynth Studios pulls one shipped product open every month — what it does, what it cost to build, what the pipeline behind it looks like, and what the numbers did. One email a month, nothing in between.

Double opt-in — we send one confirmation link and nothing else until you click it.

SkillWorks

Built by

Kynth Studios

the studio behind Toolproof, BlockDex and KitGrade

part of Toolproof, the measurement layer for AI agent tooling

Browse

Skills
Subagents
Plugins
Marketplaces
CLAUDE.md examples

Rankings

Best subagents
Best plugins
Most installed
Will not load

The index

Search
Categories
How we score

Reference

Submit a repository
Sponsor a section
Listings JSON
Privacy

© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks