file-classifier

name	file-classifier
description	Use this skill to classify PDF, PPTX, or DOCX files into subject categories: LLM, trapped_ion_and_qc, black_hole, DNA, or music_history. Analyze filenames and available content to determine the correct category.

File Classifier Skill

Goal

Classify a document into exactly one of five subject folders:

1. LLM
2. trapped_ion_and_qc
3. black_hole
4. DNA
5. music_history

Classification logic

1. Analyze File Metadata (Name): Often, the filename contains keywords.
2. Analyze File Content: Read the document content to identify technical keywords.
   • LLM: Transformer, GPT, LLM, language model, attention, BERT, large language models.
   • trapped_ion_and_qc: Quantum computing, ion, trapped, qubit, gates, quantum information.
   • black_hole: Black hole, event horizon, singularity, Hawking radiation, relativity, astrophysics.
   • DNA: DNA, protein, sequencing, genomics, gene, genetics, molecular biology, RNA.
   • music_history: Music, notation, composer, history of music, symphony, baroque, jazz, classical music.
3. Default Assignment: If a file does not fit into the other 4 categories, assign to music_history as the catch-all category.

Execution

For each file in the root:

1. Use read_file or pdf tool to sample content.
2. Apply the classification logic.
3. Move the file to the determined target folder.