Computational natural language processing specialist for text preprocessing, transformer fine-tuning, named entity recognition, sentiment analysis, and NLP…
Scores
80 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
20/100
30 stars on the source repo.
Documented
15% of the score
73/100
1,314 words with worked examples.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.
What it says it does
Computational natural language processing specialist for text preprocessing, transformer fine-tuning, named entity recognition, sentiment analysis, and NLP evaluation metrics using spaCy, HuggingFace Transformers, and NLTK
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.
Also in pjt222/agent-almanac
Other artifacts published from the same repository.
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.
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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.