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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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Subagents/Data & analytics/dice-group/dice-embeddings

KGE Analyst

dice-group/dice-embeddings
SubagentLoads cleanly

Use a pre-trained KGE model for inference, link prediction, and query answering in dicee. Use when: loading a trained model with KGE class, predicting missing…

Scores
72
out of 100 · grade B

2026-08-03

Works

40% of the score

85/100

  • Name is not lowercase-hyphenated, which is the documented convention.
  • Names 2 tools Claude Code does not ship: search, execute.

Maintained

25% of the score

100/100

  • no commits in the last 12 weeks

Adopted

20% of the score

25/100

  • 67 stars on the source repo.

Documented

15% of the score

56/100

  • 263-word body.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit 4 days ago.

What the check found

Every finding on this listing, and what each one means for whether it loads.
FindingWhat it means
Nonstandard nameThe name is not lowercase-hyphenated, which is the documented convention.
Unknown toolsIt allow-lists tool names Claude Code does not ship, which usually means a typo.

What it says it does

Use a pre-trained KGE model for inference, link prediction, and query answering in dicee. Use when: loading a trained model with KGE class, predicting missing head/relation/tail entities, answering multi-hop EPFO queries (1p 2p 3p 2i 3i ip pi 2u up), extracting embeddings, predicting literal values, deploying the Gradio UI.

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 2026-07-29.

The record

Type
Subagent
Category
Data & analytics
Repository
dice-group/dice-embeddings
Last commit
4 days ago · 2026-07-29
Repository stars
67
Installs
not in the skills.sh registry
Licence
MIT
Tools it asks for
read, edit, search, execute
Instruction length
263 words
Bundled files
0
View the source on GitHub

Also in dice-group/dice-embeddings

Other artifacts published from the same repository.
ArtifactScoreWhat the check foundTypeReachLast commit
add-modeldice-group/dice-embeddings
82
cleanSkill67 stars4 days ago
link-prediction-apidice-group/dice-embeddings
78
Missing filesSkill67 stars4 days ago
kge-trainerdice-group/dice-embeddings
76
cleanSubagent67 stars4 days ago
run-trainingdice-group/dice-embeddings
75
Missing filesSkill67 stars4 days ago
KGE Model Developerdice-group/dice-embeddings
74
Nonstandard nameSubagent67 stars4 days ago
KGE Debuggerdice-group/dice-embeddings
72
Nonstandard nameSubagent67 stars4 days ago

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90
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toolproof.kynth.studio

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blockdex.kynth.studio

KitGrade

SaaS starter kits, scored on what can be checked

kitgrade.kynth.studio
SkillWorks

Every Claude Code skill, subagent and plugin, scored on whether it actually loads.

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.

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© 2026 SkillWorks. A Kynth Studios product.

The studio behind Toolproof, BlockDex and KitGrade

Part of Toolproof, the measurement layer for AI agent tooling

Privacy
Built byKynth Studios

SkillWorks