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cellagent-annotation
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skills/cellagent-annotation/SKILL.md
Source commit b1f9b6e3306f8d870e23b2023057bf730090036f
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- Last checked
- Nov 9, 2026
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- Repository last updated
- Jul 21, 2026
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README.mddoc · 1,563 bytesSKILL.mdcore · 2,344 bytesSKILL.mdcore · 2,344 bytesSKILL.mdcore · 2,344 bytesrepo/.gitattributesasset · 170 bytesrepo/.gitignoreasset · 506 bytesrepo/CellTypeAgent/LLM.pyruns · 6,410 bytesrepo/CellTypeAgent/__init__.pyruns · 453 bytesrepo/CellTypeAgent/config.pyruns · 896 bytesrepo/CellTypeAgent/data/GPTCellType/datasets/Azimuth.csvasset · 130 bytesrepo/CellTypeAgent/data/GPTCellType/datasets/BCL.csvasset · 129 bytesrepo/CellTypeAgent/data/GPTCellType/datasets/HCA.csvasset · 130 bytesrepo/CellTypeAgent/data/GPTCellType/datasets/HCL.csvasset · 129 bytesrepo/CellTypeAgent/data/GPTCellType/datasets/MCA.csvasset · 129 bytesrepo/CellTypeAgent/data/GPTCellType/datasets/all.csvasset · 131 bytesrepo/CellTypeAgent/data/GPTCellType/datasets/all_human.csvasset · 131 bytesrepo/CellTypeAgent/data/GPTCellType/datasets/all_human_mixed.csvasset · 131 bytesrepo/CellTypeAgent/data/GPTCellType/datasets/all_mouse.csvasset · 129 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bytesrepo/Figs/Fig_b - Average agreement score on all datasets accross different base models.ipynbruns · 129 bytesrepo/Figs/Fig_d - External knowledge augmented/comparison.ipynbruns · 130 bytesrepo/Figs/Fig_d - External knowledge augmented/gene_summary_augmented/logs/deepseek-r1/MCA/0.logasset · 12,289 bytesrepo/Figs/Fig_d - External knowledge augmented/gene_summary_augmented/logs/deepseek-r1/MCA/1.logasset · 14,764 bytesrepo/Figs/Fig_d - External knowledge augmented/gene_summary_augmented/logs/deepseek-r1/MCA/10.logasset · 8,305 bytesrepo/Figs/Fig_d - External knowledge augmented/gene_summary_augmented/logs/deepseek-r1/MCA/11.logasset · 14,857 bytesrepo/Figs/Fig_d - External knowledge augmented/gene_summary_augmented/logs/deepseek-r1/MCA/12.logasset · 11,336 bytesrepo/Figs/Fig_d - External knowledge augmented/gene_summary_augmented/logs/deepseek-r1/MCA/13.logasset · 10,891 bytesrepo/Figs/Fig_d - External knowledge augmented/gene_summary_augmented/logs/deepseek-r1/MCA/14.logasset · 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bytesrepo/Figs/Fig_d - External knowledge augmented/lit_review_augmented/logs/deepseek-r1/MCA/8.logasset · 10,507 bytesrepo/Figs/Fig_d - External knowledge augmented/lit_review_augmented/logs/deepseek-r1/MCA/9.logasset · 19,073 bytesrepo/Figs/Fig_d - External knowledge augmented/lit_review_augmented/test_lit_review_augmented.ipynbruns · 132 bytesrepo/Figs/Fig_e Effect of # of cell type candidates predicted.ipynbruns · 129 bytesrepo/Figs/Fig_f - Effect of # of given marker genes in the prompt.ipynbruns · 131 bytesrepo/Figs/Fig_g - Given mixed marker genes, to predict the mixed cell types.ipynbruns · 131 bytesrepo/Figs/a) Results table like f2d in GPTCellType (processed).pdfasset · 130 bytesrepo/Figs/b) Average agreement score on all datasets accross different base models (processed).pdfasset · 130 bytesrepo/Figs/c) Why CellxGene itself can't work & Why our workflow can work (processed).pdfasset · 132 bytesrepo/Figs/claude-3.5-sonnet (for reproduction)/Azimuth/top_3.txtdoc · 15,138 bytesrepo/Figs/claude-3.5-sonnet (for reproduction)/BCL/top_3.txtdoc · 396 bytesrepo/Figs/claude-3.5-sonnet (for reproduction)/HCA/top_3.txtdoc · 4,540 bytesrepo/Figs/claude-3.5-sonnet (for reproduction)/HCL/top_3.txtdoc · 3,261 bytesrepo/Figs/claude-3.5-sonnet (for reproduction)/MCA/top_3.txtdoc · 3,399 bytesrepo/Figs/claude-3.5-sonnet (for reproduction)/coloncancer/top_3.txtdoc · 288 bytesrepo/Figs/claude-3.5-sonnet (for reproduction)/literature/top_3.txtdoc · 4,558 bytesrepo/Figs/claude-3.5-sonnet (for reproduction)/lungcancer/top_3.txtdoc · 462 bytesrepo/Figs/claude-3.5-sonnet (for reproduction)/tabulasapiens/top_3.txtdoc · 22,010 bytesrepo/Figs/d) Illustration - Additional domain knowledge actually hurts the performance (processed).pdfasset · 132 bytesrepo/Figs/d) Result - Additional domain knowledge actually hurts the performance (processed).pdfasset · 129 bytesrepo/Figs/deepseek-r1 (for reproduction)/All/Results/merged_top_3_max_None.csvasset · 131 bytesrepo/Figs/deepseek-r1 (for reproduction)/Azimuth/top_3_max_None.csvasset · 131 bytesrepo/Figs/deepseek-r1 (for reproduction)/Azimuth/top_3_max_None.txtdoc · 20,853 bytesrepo/Figs/deepseek-r1 (for reproduction)/BCL/top_3_max_None.csvasset · 129 bytesrepo/Figs/deepseek-r1 (for reproduction)/BCL/top_3_max_None.txtdoc · 527 bytesrepo/Figs/deepseek-r1 (for reproduction)/HCA/top_3_max_None.csvasset · 130 bytesrepo/Figs/deepseek-r1 (for reproduction)/HCA/top_3_max_None.txtdoc · 6,041 bytesrepo/Figs/deepseek-r1 (for reproduction)/HCL/top_3_max_None.csvasset · 130 bytesrepo/Figs/deepseek-r1 (for reproduction)/HCL/top_3_max_None.txtdoc · 3,714 bytesrepo/Figs/deepseek-r1 (for reproduction)/MCA/top_3_max_None.csvasset · 130 bytesrepo/Figs/deepseek-r1 (for reproduction)/MCA/top_3_max_None.txtdoc · 3,980 bytesrepo/Figs/deepseek-r1 (for reproduction)/coloncancer/top_3_max_None.csvasset · 129 bytesrepo/Figs/deepseek-r1 (for reproduction)/coloncancer/top_3_max_None.txtdoc · 395 bytesrepo/Figs/deepseek-r1 (for 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