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SkillWorks

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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

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Plugins/Media/neuromechanist/research-skills

figures

neuromechanist/research-skills
PluginLoads cleanly

Publication-quality figures plugin. Seven skills + one QA agent. scientific-figure: svgutils composer with pre-export font-size validation against…

Scores
70
out of 100 · grade B

2026-08-14

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

22/100

  • 42 stars on the source repo.

Documented

15% of the score

3/100

  • No usage example or code block.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit yesterday.

Install

/plugin marketplace add neuromechanist/research-skills

What it says it does

Publication-quality figures plugin. Seven skills + one QA agent. scientific-figure: svgutils composer with pre-export font-size validation against Nature/Science/Cell/PNAS minima and Inkscape/cairosvg export. transparent-icons: flat scientific icons via Codex CLI or OpenAI Images API with Pillow-threshold or rembg/BiRefNet transparency post-process. svg-figure: hand-authored or programmatic SVG schematics with text-alignment, arrow-pattern, and palette-compliance guidelines, plus an Illustrator/Affinity editor-handoff reference and the editor_prep.py handoff pass. svg-primitives: mm-precise SVG builder in Python; auto-fits text boxes from measured font metrics, snaps arrow endpoints to box edges via svgpathtools intersection, emits <marker orient='auto'> for tangent-correct arrowheads on curves and orthogonal turns, supports straight/cubic/orthogonal-h/orthogonal-v routing plus multi-waypoint paths and rounded corners, and ships Bracket/Annotation/Group primitives. ai-full-figure: AI-generated pictorial substrate plus programmatic label/arrow/scale-bar overlay; hard-ceiling rules route complex figures back to scientific-figure or svg-figure. plot-styling: library decision tree (matplotlib / seaborn / plotnine / plotly / PyVista) with SciencePlots recipes for Nature, IEEE, Science, Cell, PNAS, APS. figure-qa agent: type-dispatching QA across SVG / raster / plot-script / composed-figure inputs with strict programmatic-vs-VLM separation.

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 2026-08-13.

The record

Type
Plugin
Category
Media
Repository
neuromechanist/research-skills
Last commit
yesterday · 2026-08-13
Repository stars
42
Installs
not in the skills.sh registry
Licence
BSD-3-Clause
Instruction length
0 words
Bundled files
0
View the source on GitHub

Also in neuromechanist/research-skills

Other artifacts published from the same repository.
ArtifactScoreWhat the check foundTypeReachLast commit
svg-figureneuromechanist/research-skills
84
cleanSkill42 starsyesterday
svg-primitivesneuromechanist/research-skills
84
cleanSkill42 starsyesterday
transparent-iconsneuromechanist/research-skills
83
cleanSkill42 starsyesterday
runpodneuromechanist/research-skills
83
cleanSkill42 starsyesterday
install-user-instructionsneuromechanist/research-skills
83
cleanSkill42 starsyesterday
ci-scaffoldingneuromechanist/research-skills
82
cleanSkill42 starsyesterday

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Put this measurement in your README

A badge carrying how many listings this index holds from the repository and how many pass every static structural check. It reads from this index every time somebody loads your page, so it changes when the measurement changes and there is nothing to keep up to date. Free, no account, and the value is not something you or we can set by hand.

SkillWorks badge

[![SkillWorks](https://toolproof.kynth.studio/badge/skillworks/neuromechanist/research-skills.svg)](https://skillworks.kynth.studio/?q=neuromechanist%2Fresearch-skills)

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Published by Toolproof, the masthead over this index and eight others. The method behind the number is at toolproof.kynth.studio/methodology, and the whole thing is readable as JSON with no key at /api.

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Built for the same person as SkillWorks

Toolproof

Independent measurement of AI agent tooling

toolproof.kynth.studio

BlockDex

Search public shadcn registries, item by item

blockdex.kynth.studio

KitGrade

SaaS starter kits, scored on what can be checked

kitgrade.kynth.studio

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

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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

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