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Part of Toolproof, the measurement layer for AI agent tooling

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Subagents/Office & files/ahlerjam/academic-research

quote-extractor

ahlerjam/academic-research
SubagentLoads cleanly

Extrahiert 2–3 hochrelevante, wörtliche Zitate (je ≤ 25 Wörter) aus einem akademischen PDF-Text, die eine Recherche-Query direkt adressieren. Aufrufen,…

Scores
80
out of 100 · grade B+

2026-08-15

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

12/100

  • 6 stars on the source repo.

Documented

15% of the score

81/100

  • 1,052 words with worked examples.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

What it says it does

Extrahiert 2–3 hochrelevante, wörtliche Zitate (je ≤ 25 Wörter) aus einem akademischen PDF-Text, die eine Recherche-Query direkt adressieren. Aufrufen, nachdem ein Paper als relevant gescort wurde und das PDF vorliegt. Beispiele: <example> Context: User hat relevante Papers identifiziert und möchte zitierfähige Stellen. user: "Extrahiere aus diesen drei PDFs Zitate zu meinem Thema 'Zero Trust Architecture'" assistant: "Ich rufe den quote-extractor-Agent für jede PDF auf, um verbatime Zitate zur Query zu ziehen." <commentary> quote-extractor ist der Standardweg, um wörtliche Belegstellen aus PDFs zu ziehen. Er garantiert Verbatim-Extraktion (keine Paraphrasen), prüft den Titel-PDF-Match und markiert degradierten OCR-Text. </commentary> </example> <example> Context: search-Command läuft im deep-Modus und braucht Zitate für top-gerankte Papers. user: "/academic-research:search 'Resilience Engineering' --mode deep" assistant: "Nach dem Ranking wird der quote-extractor-Agent für jedes PDF der Top-Cluster aufgerufen." <commentary> Im deep-Modus läuft quote-extractor nach dem relevance-scorer für die besten Papers, um Zitat-Kandidaten in die Session einzusammeln. </commentary> </example>

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 2026-08-14.

The record

Type
Subagent
Category
Office & files
Repository
ahlerjam/academic-research
Last commit
today · 2026-08-14
Repository stars
6
Installs
not in the skills.sh registry
Licence
MIT
Model
sonnet
Tools it asks for
Read, mcp__academic-vault__vault_get_paper, mcp__academic-vault__vault_verify_verbatim, mcp__academic-vault__vault_add_quote
Instruction length
1,052 words
Bundled files
0
View the source on GitHub

Also in ahlerjam/academic-research

Other artifacts published from the same repository.
ArtifactScoreWhat the check foundTypeReachLast commit
quantitative-analysisahlerjam/academic-research
82
cleanSkill6 starstoday
citation-style-importahlerjam/academic-research
81
cleanSkill6 starstoday
prisma-flowahlerjam/academic-research
81
cleanSkill6 starstoday
reading-list-importahlerjam/academic-research
81
cleanSkill6 starstoday
auth-helperahlerjam/academic-research
80
cleanSubagent6 starstoday
book-fetcherahlerjam/academic-research
80
cleanSubagent6 starstoday

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83
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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/ahlerjam/academic-research.svg)](https://skillworks.kynth.studio/?q=ahlerjam%2Facademic-research)

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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.

Also from Kynth Studios

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Toolproof

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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
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