anthropics / knowledge-work-plugins File Change Frequency

anthropics / knowledge-work-plugins

File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

Overview

File Change Frequency Overall

There are 2 files with 549 lines of code.

0 files changed more than 100 times (0 lines of code)
0 files changed 51-100 times (0 lines of code)
0 files changed 21-50 times (0 lines of code)
0 files changed 6-20 times (0 lines of code)
2 files changed 1-5 times (549 lines of code)

Legend:

101+

51-100

21-50

6-20

1-5

explore: grouped by folders | grouped by update frequency | data

Contributors Count Frequency Overall

There are 2 files with 549 lines of code.

0 files changed by more than 25 contributors (0 lines of code)
0 files changed by 11-25 contributors (0 lines of code)
0 files changed by 6-10 contributors (0 lines of code)
2 files changed by 2-5 contributors (549 lines of code)
0 files changed by 1 contributor (0 lines of code)

Legend:

26+

11-25

6-10

2-5

explore: grouped by folders | grouped by contributors count | data

File Change Frequency per File Extension

md, json, py, txt, yaml, html

File Change Frequency per Extension

The number of recorded file updates

101+

51-100

21-50

6-20

1-5

File Change Frequency per Logical Decomposition

primary

primary (file change frequency)

The number of recorded file updates

101+

51-100

21-50

6-20

1-5

Most Frequently Changed Files (Top 31)

See data for all files...

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
detect_data_type.py in bio-research/skills/nextflow-development/scripts	201	6	2026-03-18	2026-03-26	2	2	167664334+haosenwang1018@us...	bthompson@anthropic.com
check_environment.py in bio-research/skills/nextflow-development/scripts	348	9	2026-03-18	2026-03-26	2	2	167664334+haosenwang1018@us...	bthompson@anthropic.com
__init__.py in bio-research/skills/nextflow-development/scripts/utils	47	-
package_data_skill.py in data/skills/data-context-extractor/scripts	68	3
qc_core.py in bio-research/skills/single-cell-rna-qc/scripts	80	6
prepare_data.py in bio-research/skills/scvi-tools/scripts	87	2
file_discovery.py in bio-research/skills/nextflow-development/scripts/utils	101	5
genomes.yaml in bio-research/skills/nextflow-development/scripts/config	108	-
cluster_embed.py in bio-research/skills/scvi-tools/scripts	111	3
transfer_labels.py in bio-research/skills/scvi-tools/scripts	125	3
differential_expression.py in bio-research/skills/scvi-tools/scripts	129	3
rnaseq.yaml in bio-research/skills/nextflow-development/scripts/config/pipelines	130	-
integrate_datasets.py in bio-research/skills/scvi-tools/scripts	135	3
qc_plotting.py in bio-research/skills/single-cell-rna-qc/scripts	153	3
flatten_asm.py in bio-research/skills/instrument-data-to-allotrope/scripts	153	7
qc_analysis.py in bio-research/skills/single-cell-rna-qc/scripts	155	-
sample_inference.py in bio-research/skills/nextflow-development/scripts/utils	161	7
atacseq.yaml in bio-research/skills/nextflow-development/scripts/config/pipelines	167	-
validators.py in bio-research/skills/nextflow-development/scripts/utils	171	8
sarek.yaml in bio-research/skills/nextflow-development/scripts/config/pipelines	209	-
train_model.py in bio-research/skills/scvi-tools/scripts	233	7
export_parser.py in bio-research/skills/instrument-data-to-allotrope/scripts	234	6
validate_adata.py in bio-research/skills/scvi-tools/scripts	253	7
generate_samplesheet.py in bio-research/skills/nextflow-development/scripts	288	10
model_utils.py in bio-research/skills/scvi-tools/scripts	319	10
manage_genomes.py in bio-research/skills/nextflow-development/scripts	368	9
convert_to_asm.py in bio-research/skills/instrument-data-to-allotrope/scripts	386	11
ncbi_utils.py in bio-research/skills/nextflow-development/scripts/utils	509	16
sra_geo_fetch.py in bio-research/skills/nextflow-development/scripts	511	11
validate_asm.py in bio-research/skills/instrument-data-to-allotrope/scripts	815	24
dashboard.html in productivity/skills	2679	-

Files With Most Contributors (Top 31)

Based on the number of unique email addresses found in commits.

See data for all files...

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
detect_data_type.py in bio-research/skills/nextflow-development/scripts	201	6	2026-03-18	2026-03-26	2	2	167664334+haosenwang1018@us...	bthompson@anthropic.com
check_environment.py in bio-research/skills/nextflow-development/scripts	348	9	2026-03-18	2026-03-26	2	2	167664334+haosenwang1018@us...	bthompson@anthropic.com
flatten_asm.py in bio-research/skills/instrument-data-to-allotrope/scripts	153	7
export_parser.py in bio-research/skills/instrument-data-to-allotrope/scripts	234	6
validate_asm.py in bio-research/skills/instrument-data-to-allotrope/scripts	815	24
convert_to_asm.py in bio-research/skills/instrument-data-to-allotrope/scripts	386	11
qc_plotting.py in bio-research/skills/single-cell-rna-qc/scripts	153	3
qc_analysis.py in bio-research/skills/single-cell-rna-qc/scripts	155	-
qc_core.py in bio-research/skills/single-cell-rna-qc/scripts	80	6
validate_adata.py in bio-research/skills/scvi-tools/scripts	253	7
train_model.py in bio-research/skills/scvi-tools/scripts	233	7
prepare_data.py in bio-research/skills/scvi-tools/scripts	87	2
integrate_datasets.py in bio-research/skills/scvi-tools/scripts	135	3
cluster_embed.py in bio-research/skills/scvi-tools/scripts	111	3
differential_expression.py in bio-research/skills/scvi-tools/scripts	129	3
transfer_labels.py in bio-research/skills/scvi-tools/scripts	125	3
model_utils.py in bio-research/skills/scvi-tools/scripts	319	10
manage_genomes.py in bio-research/skills/nextflow-development/scripts	368	9
genomes.yaml in bio-research/skills/nextflow-development/scripts/config	108	-
rnaseq.yaml in bio-research/skills/nextflow-development/scripts/config/pipelines	130	-
sarek.yaml in bio-research/skills/nextflow-development/scripts/config/pipelines	209	-
atacseq.yaml in bio-research/skills/nextflow-development/scripts/config/pipelines	167	-
__init__.py in bio-research/skills/nextflow-development/scripts/utils	47	-
validators.py in bio-research/skills/nextflow-development/scripts/utils	171	8
sample_inference.py in bio-research/skills/nextflow-development/scripts/utils	161	7
file_discovery.py in bio-research/skills/nextflow-development/scripts/utils	101	5
ncbi_utils.py in bio-research/skills/nextflow-development/scripts/utils	509	16
sra_geo_fetch.py in bio-research/skills/nextflow-development/scripts	511	11
generate_samplesheet.py in bio-research/skills/nextflow-development/scripts	288	10
dashboard.html in productivity/skills	2679	-
package_data_skill.py in data/skills/data-context-extractor/scripts	68	3

Files With Least Contributors (Top 31)

Based on the number of unique email addresses found in commits.

See data for all files...

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
dashboard.html in productivity/skills	2679	-
validate_asm.py in bio-research/skills/instrument-data-to-allotrope/scripts	815	24
sra_geo_fetch.py in bio-research/skills/nextflow-development/scripts	511	11
ncbi_utils.py in bio-research/skills/nextflow-development/scripts/utils	509	16
convert_to_asm.py in bio-research/skills/instrument-data-to-allotrope/scripts	386	11
manage_genomes.py in bio-research/skills/nextflow-development/scripts	368	9
model_utils.py in bio-research/skills/scvi-tools/scripts	319	10
generate_samplesheet.py in bio-research/skills/nextflow-development/scripts	288	10
validate_adata.py in bio-research/skills/scvi-tools/scripts	253	7
export_parser.py in bio-research/skills/instrument-data-to-allotrope/scripts	234	6
train_model.py in bio-research/skills/scvi-tools/scripts	233	7
sarek.yaml in bio-research/skills/nextflow-development/scripts/config/pipelines	209	-
validators.py in bio-research/skills/nextflow-development/scripts/utils	171	8
atacseq.yaml in bio-research/skills/nextflow-development/scripts/config/pipelines	167	-
sample_inference.py in bio-research/skills/nextflow-development/scripts/utils	161	7
qc_analysis.py in bio-research/skills/single-cell-rna-qc/scripts	155	-
flatten_asm.py in bio-research/skills/instrument-data-to-allotrope/scripts	153	7
qc_plotting.py in bio-research/skills/single-cell-rna-qc/scripts	153	3
integrate_datasets.py in bio-research/skills/scvi-tools/scripts	135	3
rnaseq.yaml in bio-research/skills/nextflow-development/scripts/config/pipelines	130	-
differential_expression.py in bio-research/skills/scvi-tools/scripts	129	3
transfer_labels.py in bio-research/skills/scvi-tools/scripts	125	3
cluster_embed.py in bio-research/skills/scvi-tools/scripts	111	3
genomes.yaml in bio-research/skills/nextflow-development/scripts/config	108	-
file_discovery.py in bio-research/skills/nextflow-development/scripts/utils	101	5
prepare_data.py in bio-research/skills/scvi-tools/scripts	87	2
qc_core.py in bio-research/skills/single-cell-rna-qc/scripts	80	6
package_data_skill.py in data/skills/data-context-extractor/scripts	68	3
__init__.py in bio-research/skills/nextflow-development/scripts/utils	47	-
check_environment.py in bio-research/skills/nextflow-development/scripts	348	9	2026-03-18	2026-03-26	2	2	167664334+haosenwang1018@us...	bthompson@anthropic.com
detect_data_type.py in bio-research/skills/nextflow-development/scripts	201	6	2026-03-18	2026-03-26	2	2	167664334+haosenwang1018@us...	bthompson@anthropic.com