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Skills/Productivity/pur3v4d3r/pur3-pkb-codebase

get-available-resources

pur3v4d3r/pur3-pkb-codebase
SkillLoads cleanly

This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs,…

Scores
80
out of 100 · grade B+

2026-08-20

Works

40% of the score

100/100

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

Maintained

25% of the score

94/100

  • no commits in the last 12 weeks
  • no license file

Adopted

20% of the score

12/100

  • 6 stars on the source repo.

Documented

15% of the score

91/100

  • 1,115 words with worked examples.
  • Ships 1 bundled file.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit 5 days ago.

Install

npx skills add pur3v4d3r/pur3-pkb-codebase/get-available-resources

What the check found

Every finding on this listing, and what each one means for whether it loads.
FindingWhat it means
No licenseThe repository ships no license file, so the reuse terms are unclear.

What it says it does

This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic recommendations that inform computational approach decisions such as whether to use parallel processing (joblib, multiprocessing), out-of-core computing (Dask, Zarr), GPU acceleration (PyTorch, JAX), or memory-efficient strategies. Use this skill before running analyses, training models, processing large datasets, or any task where resource constraints matter.

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 2026-08-15.

The record

Type
Skill
Category
Productivity
Repository
pur3v4d3r/pur3-pkb-codebase
Last commit
5 days ago · 2026-08-15
Repository stars
6
Installs
not in the skills.sh registry
Licence
none declared
Instruction length
1,115 words
Bundled files
1 · includes scripts
View the source on GitHub

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clinpgx-databasepur3v4d3r/pur3-pkb-codebase
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diffdockpur3v4d3r/pur3-pkb-codebase
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etetoolkitpur3v4d3r/pur3-pkb-codebase
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gene-databasepur3v4d3r/pur3-pkb-codebase
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No licenseSkill6 stars5 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.

SkillWorks

Built by

Kynth Studios

the studio behind Toolproof, BlockDex and KitGrade

part of Toolproof, the measurement layer for AI agent tooling

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Skills
Subagents
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CLAUDE.md examples

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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