anthropics/knowledge-work-plugins
File Churn
File change frequency (churn) shows the distribution of file updates (days with at least one commit).
Overview
File Change Frequency Overall
  • There are 5 files with 3,632 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)
    • 5 files changed 1-5 times (3,632 lines of code)
0% | 0% | 0% | 0% | 100%
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 5 files with 3,632 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)
    • 3 files changed by 1 contributor (3,083 lines of code)
0% | 0% | 0% | 15% | 84%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
md, json, py, txt, yml, yaml, html, js
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
html0% | 0% | 0% | 0% | 100%
py0% | 0% | 0% | 0% | 100%
js0% | 0% | 0% | 0% | 100%
yaml0% | 0% | 0% | 0% | 0%
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
productivity0% | 0% | 0% | 0% | 100%
bio-research0% | 0% | 0% | 0% | 100%
small-business0% | 0% | 0% | 0% | 100%
.github0% | 0% | 0% | 0% | 100%
data0% | 0% | 0% | 0% | 0%
Most Frequently Changed Files (Top 33)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		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 +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 +8 / -8 167664334+haosenwang1018@us... bthompson@anthropic.com
external-pr-scope.js
in .github/scripts
 99 7 2026-07-01 2026-07-01 1 1 +153 / -0 bthompson@anthropic.com bthompson@anthropic.com
artifact-example.html
in small-business/shared/reference
 295 - 2026-09-15 2026-09-15 1 1 +316 / -0 tobin.south@gmail.com tobin.south@gmail.com
dashboard.html
in productivity/skills
 2689 - 2026-08-07 2026-08-07 1 1 +64 / -38 jakemarsh@anthropic.com jakemarsh@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
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
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
Files With Most Churn (Top 33)
Based on the number of lines added and deleted across all commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
artifact-example.html
in small-business/shared/reference
 295 - 2026-09-15 2026-09-15 1 1 +316 / -0 tobin.south@gmail.com tobin.south@gmail.com
external-pr-scope.js
in .github/scripts
 99 7 2026-07-01 2026-07-01 1 1 +153 / -0 bthompson@anthropic.com bthompson@anthropic.com
dashboard.html
in productivity/skills
 2689 - 2026-08-07 2026-08-07 1 1 +64 / -38 jakemarsh@anthropic.com jakemarsh@anthropic.com
check_environment.py
in bio-research/skills/nextflow-development/scripts
 348 9 2026-03-18 2026-03-26 2 2 +8 / -8 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 +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
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
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
Files With Most Contributors (Top 33)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
check_environment.py
in bio-research/skills/nextflow-development/scripts
 348 9 2026-03-18 2026-03-26 2 2 +8 / -8 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 +2 / -2 167664334+haosenwang1018@us... bthompson@anthropic.com
artifact-example.html
in small-business/shared/reference
 295 - 2026-09-15 2026-09-15 1 1 +316 / -0 tobin.south@gmail.com tobin.south@gmail.com
external-pr-scope.js
in .github/scripts
 99 7 2026-07-01 2026-07-01 1 1 +153 / -0 bthompson@anthropic.com bthompson@anthropic.com
dashboard.html
in productivity/skills
 2689 - 2026-08-07 2026-08-07 1 1 +64 / -38 jakemarsh@anthropic.com jakemarsh@anthropic.com
qc_core.py
in bio-research/skills/single-cell-rna-qc/scripts
 80 6
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 -
validate_adata.py
in bio-research/skills/scvi-tools/scripts
 253 7
model_utils.py
in bio-research/skills/scvi-tools/scripts
 319 10
cluster_embed.py
in bio-research/skills/scvi-tools/scripts
 111 3
differential_expression.py
in bio-research/skills/scvi-tools/scripts
 129 3
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
transfer_labels.py
in bio-research/skills/scvi-tools/scripts
 125 3
generate_samplesheet.py
in bio-research/skills/nextflow-development/scripts
 288 10
atacseq.yaml
in bio-research/skills/nextflow-development/scripts/config/pipelines
 167 -
sarek.yaml
in bio-research/skills/nextflow-development/scripts/config/pipelines
 209 -
rnaseq.yaml
in bio-research/skills/nextflow-development/scripts/config/pipelines
 130 -
genomes.yaml
in bio-research/skills/nextflow-development/scripts/config
 108 -
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
validators.py
in bio-research/skills/nextflow-development/scripts/utils
 171 8
__init__.py
in bio-research/skills/nextflow-development/scripts/utils
 47 -
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
manage_genomes.py
in bio-research/skills/nextflow-development/scripts
 368 9
flatten_asm.py
in bio-research/skills/instrument-data-to-allotrope/scripts
 153 7
validate_asm.py
in bio-research/skills/instrument-data-to-allotrope/scripts
 815 24
export_parser.py
in bio-research/skills/instrument-data-to-allotrope/scripts
 234 6
convert_to_asm.py
in bio-research/skills/instrument-data-to-allotrope/scripts
 386 11
package_data_skill.py
in data/skills/data-context-extractor/scripts
 68 3
Files With Least Contributors (Top 33)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
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 -
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
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 -
dashboard.html
in productivity/skills
 2689 - 2026-08-07 2026-08-07 1 1 +64 / -38 jakemarsh@anthropic.com jakemarsh@anthropic.com
artifact-example.html
in small-business/shared/reference
 295 - 2026-09-15 2026-09-15 1 1 +316 / -0 tobin.south@gmail.com tobin.south@gmail.com
external-pr-scope.js
in .github/scripts
 99 7 2026-07-01 2026-07-01 1 1 +153 / -0 bthompson@anthropic.com bthompson@anthropic.com
check_environment.py
in bio-research/skills/nextflow-development/scripts
 348 9 2026-03-18 2026-03-26 2 2 +8 / -8 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 +2 / -2 167664334+haosenwang1018@us... bthompson@anthropic.com
Correlations

File Size vs. Number of Changes: 5 points

small-business/shared/reference/artifact-example.html x: 295 lines of code y: 1 # changes productivity/skills/dashboard.html x: 2689 lines of code y: 1 # changes .github/scripts/external-pr-scope.js x: 99 lines of code y: 1 # changes bio-research/skills/nextflow-development/scripts/check_environment.py x: 348 lines of code y: 2 # changes bio-research/skills/nextflow-development/scripts/detect_data_type.py x: 201 lines of code y: 2 # changes
2.0
# changes
  min: 1.0
  average: 1.4
  25th percentile: 1.0
  median: 1.0
  75th percentile: 2.0
  max: 2.0
0 2689.0
lines of code
min: 99.0 | average: 726.4 | 25th percentile: 150.0 | median: 295.0 | 75th percentile: 1518.5 | max: 2689.0

Number of Contributors vs. Number of Changes: 5 points

small-business/shared/reference/artifact-example.html x: 1 # contributors y: 1 # changes bio-research/skills/nextflow-development/scripts/check_environment.py x: 2 # contributors y: 2 # changes
2.0
# changes
  min: 1.0
  average: 1.4
  25th percentile: 1.0
  median: 1.0
  75th percentile: 2.0
  max: 2.0
0 2.0
# contributors
min: 1.0 | average: 1.4 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 2.0 | max: 2.0

Number of Contributors vs. File Size: 5 points

small-business/shared/reference/artifact-example.html x: 1 # contributors y: 295 lines of code productivity/skills/dashboard.html x: 1 # contributors y: 2689 lines of code .github/scripts/external-pr-scope.js x: 1 # contributors y: 99 lines of code bio-research/skills/nextflow-development/scripts/check_environment.py x: 2 # contributors y: 348 lines of code bio-research/skills/nextflow-development/scripts/detect_data_type.py x: 2 # contributors y: 201 lines of code
2689.0
lines of code
  min: 99.0
  average: 726.4
  25th percentile: 150.0
  median: 295.0
  75th percentile: 1518.5
  max: 2689.0
0 2.0
# contributors
min: 1.0 | average: 1.4 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 2.0 | max: 2.0

Number of Changes vs. Line Churn: 1343 points

.claude-plugin/marketplace.json x: 131 # changes y: 4510 line churn customer-support/README.md x: 1 # changes y: 6 line churn data/README.md x: 3 # changes y: 10 line churn design/README.md x: 3 # changes y: 354 line churn engineering/README.md x: 3 # changes y: 411 line churn human-resources/README.md x: 4 # changes y: 416 line churn legal/README.md x: 3 # changes y: 26 line churn sales/README.md x: 5 # changes y: 225 line churn sales/.claude-plugin/plugin.json x: 6 # changes y: 18 line churn sales/.mcp.json x: 9 # changes y: 126 line churn sales/CONNECTORS.md x: 5 # changes y: 74 line churn small-business/.claude-plugin/plugin.json x: 4 # changes y: 41 line churn small-business/.mcp.json x: 6 # changes y: 264 line churn small-business/README.md x: 3 # changes y: 483 line churn small-business/shared/absent-is-not-zero.md x: 1 # changes y: 105 line churn small-business/shared/artifact-style.md x: 1 # changes y: 400 line churn small-business/shared/chain-seams.md x: 1 # changes y: 152 line churn small-business/shared/connector-call-shapes.md x: 1 # changes y: 37 line churn small-business/shared/crm-of-record.md x: 1 # changes y: 87 line churn small-business/shared/personal-data.md x: 1 # changes y: 60 line churn small-business/shared/quickbooks-report-traps.md x: 1 # changes y: 203 line churn small-business/shared/reference/artifact-example.html x: 1 # changes y: 316 line churn small-business/shared/voice-profile.md x: 1 # changes y: 147 line churn small-business/skills/ad-manager/reference/gotchas.md x: 1 # changes y: 181 line churn small-business/skills/build-connector/reference/gotchas.md x: 1 # changes y: 237 line churn small-business/skills/business-pulse/SKILL.md x: 3 # changes y: 313 line churn small-business/skills/business-pulse/reference/data_sources.md x: 3 # changes y: 291 line churn small-business/skills/business-pulse/reference/gotchas.md x: 3 # changes y: 210 line churn small-business/skills/business-pulse/reference/output_template.md x: 3 # changes y: 258 line churn small-business/skills/business-pulse/reference/thresholds.md x: 3 # changes y: 146 line churn small-business/skills/call-list/SKILL.md x: 3 # changes y: 192 line churn small-business/skills/canva-creator/SKILL.md x: 3 # changes y: 884 line churn small-business/skills/canva-creator/reference/gotchas.md x: 3 # changes y: 768 line churn small-business/skills/cash-flow-snapshot/SKILL.md x: 3 # changes y: 494 line churn small-business/skills/cash-flow-snapshot/reference/examples/worked-example.md x: 3 # changes y: 226 line churn small-business/skills/content-strategy/reference/examples/retail-boutique-example.md x: 3 # changes y: 154 line churn small-business/skills/invoice-chase/reference/examples/firm-reminder.md x: 3 # changes y: 64 line churn small-business/skills/invoice-chase/reference/gotchas.md x: 3 # changes y: 120 line churn small-business/skills/job-post-builder/SKILL.md x: 3 # changes y: 1082 line churn small-business/skills/month-end-prep/SKILL.md x: 3 # changes y: 592 line churn small-business/skills/smb-router/SKILL.md x: 3 # changes y: 541 line churn small-business/skills/social-content-engine/reference/gotchas.md x: 1 # changes y: 447 line churn small-business/skills/tax-season-organizer/SKILL.md x: 3 # changes y: 619 line churn sales/skills/account-research/SKILL.md x: 1 # changes y: 366 line churn sales/skills/call-summary/SKILL.md x: 3 # changes y: 761 line churn sales/skills/competitive-intelligence/SKILL.md x: 1 # changes y: 483 line churn sales/skills/create-an-asset/SKILL.md x: 1 # changes y: 924 line churn sales/skills/draft-outreach/SKILL.md x: 1 # changes y: 528 line churn sales/skills/forecast/SKILL.md x: 3 # changes y: 934 line churn sales/skills/pipeline-review/SKILL.md x: 3 # changes y: 1055 line churn productivity/.claude-plugin/plugin.json x: 5 # changes y: 16 line churn .github/workflows/scan-plugins.yml x: 3 # changes y: 425 line churn .github/policy/prompt.md x: 2 # changes y: 140 line churn customer-support/.claude-plugin/plugin.json x: 4 # changes y: 12 line churn customer-support/.mcp.json x: 5 # changes y: 38 line churn human-resources/.mcp.json x: 5 # changes y: 106 line churn operations/.mcp.json x: 6 # changes y: 134 line churn bio-research/.mcp.json x: 2 # changes y: 32 line churn .github/workflows/revert-failed-bumps.yml x: 1 # changes y: 284 line churn small-business/skills/canva-creator/reference/canva-api.md x: 2 # changes y: 416 line churn small-business/skills/contract-review/reference/docusign-fetch.md x: 2 # changes y: 64 line churn small-business/skills/contract-review/reference/gotchas.md x: 2 # changes y: 210 line churn small-business/skills/invoice-chase/reference/tone-matching.md x: 2 # changes y: 88 line churn small-business/skills/job-post-builder/reference/interview-guide-structure.md x: 2 # changes y: 186 line churn small-business/skills/lead-triage/reference/gotchas.md x: 2 # changes y: 152 line churn design/.mcp.json x: 4 # changes y: 130 line churn partner-built/zoom-plugin/skills/cobrowse-sdk/SKILL.md x: 1 # changes y: 894 line churn partner-built/zoom-plugin/skills/cobrowse-sdk/get-started.md x: 1 # changes y: 554 line churn partner-built/zoom-plugin/skills/general/references/routing-implementation.md x: 1 # changes y: 247 line churn partner-built/zoom-plugin/skills/general/use-cases/ai-companion-integration.md x: 1 # changes y: 392 line churn partner-built/zoom-plugin/skills/general/use-cases/hd-video-resolution.md x: 1 # changes y: 336 line churn partner-built/zoom-plugin/skills/general/use-cases/meeting-details-with-events.md x: 1 # changes y: 630 line churn partner-built/zoom-plugin/skills/general/use-cases/minutes-calculation.md x: 1 # changes y: 798 line churn partner-built/zoom-plugin/skills/general/use-cases/retrieve-meeting-and-subscribe-events.md x: 1 # changes y: 943 line churn partner-built/zoom-plugin/skills/general/use-cases/transcription-bot-linux.md x: 1 # changes y: 428 line churn partner-built/zoom-plugin/skills/general/use-cases/user-and-meeting-creation.md x: 1 # changes y: 512 line churn partner-built/zoom-plugin/skills/meeting-sdk/linux/meeting-sdk-bot.md x: 1 # changes y: 825 line churn partner-built/zoom-plugin/skills/meeting-sdk/linux/references/linux-reference.md x: 1 # changes y: 712 line churn partner-built/zoom-plugin/skills/meeting-sdk/web/SKILL.md x: 1 # changes y: 1127 line churn partner-built/zoom-plugin/skills/meeting-sdk/windows/SKILL.md x: 1 # changes y: 1193 line churn partner-built/zoom-plugin/skills/meeting-sdk/windows/concepts/sdk-architecture-pattern.md x: 1 # changes y: 654 line churn partner-built/zoom-plugin/skills/meeting-sdk/windows/examples/local-recording.md x: 1 # changes y: 580 line churn partner-built/zoom-plugin/skills/oauth/references/classic-scopes.md x: 1 # changes y: 6270 line churn partner-built/zoom-plugin/skills/oauth/references/granular-scopes.md x: 1 # changes y: 3458 line churn partner-built/zoom-plugin/skills/rest-api/SKILL.md x: 1 # changes y: 594 line churn partner-built/zoom-plugin/skills/team-chat/SKILL.md x: 1 # changes y: 687 line churn partner-built/zoom-plugin/skills/video-sdk/linux/linux.md x: 1 # changes y: 787 line churn partner-built/zoom-plugin/skills/video-sdk/web/references/web.md x: 1 # changes y: 1017 line churn partner-built/zoom-plugin/skills/video-sdk/windows/examples/dotnet-winforms/README.md x: 1 # changes y: 1226 line churn pdf-viewer/LICENSE x: 3 # changes y: 606 line churn bio-research/commands/start.md x: 4 # changes y: 250 line churn bio-research/skills/nextflow-development/scripts/check_environment.py x: 2 # changes y: 16 line churn bio-research/skills/start/SKILL.md x: 2 # changes y: 237 line churn cowork-plugin-management/skills/create-cowork-plugin/SKILL.md x: 6 # changes y: 419 line churn cowork-plugin-management/skills/create-cowork-plugin/references/component-schemas.md x: 5 # changes y: 824 line churn cowork-plugin-management/skills/create-cowork-plugin/references/example-plugins.md x: 4 # changes y: 602 line churn customer-support/commands/draft-response.md x: 2 # changes y: 462 line churn customer-support/commands/escalate.md x: 2 # changes y: 345 line churn customer-support/commands/kb-article.md x: 2 # changes y: 249 line churn customer-support/commands/research.md x: 2 # changes y: 348 line churn customer-support/commands/triage.md x: 2 # changes y: 291 line churn customer-support/skills/customer-escalation/SKILL.md x: 2 # changes y: 744 line churn customer-support/skills/customer-research/SKILL.md x: 2 # changes y: 606 line churn customer-support/skills/draft-response/SKILL.md x: 2 # changes y: 1254 line churn customer-support/skills/escalation/SKILL.md x: 2 # changes y: 543 line churn customer-support/skills/kb-article/SKILL.md x: 2 # changes y: 1053 line churn customer-support/skills/knowledge-management/SKILL.md x: 2 # changes y: 828 line churn customer-support/skills/response-drafting/SKILL.md x: 2 # changes y: 906 line churn customer-support/skills/ticket-triage/SKILL.md x: 2 # changes y: 309 line churn data/commands/build-dashboard.md x: 2 # changes y: 576 line churn data/commands/validate.md x: 2 # changes y: 504 line churn data/skills/build-dashboard/SKILL.md x: 2 # changes y: 2772 line churn data/skills/data-exploration/SKILL.md x: 2 # changes y: 693 line churn data/skills/explore-data/SKILL.md x: 2 # changes y: 975 line churn data/skills/interactive-dashboard-builder/SKILL.md x: 2 # changes y: 2358 line churn data/skills/validate-data/SKILL.md x: 2 # changes y: 1149 line churn design/skills/user-research/SKILL.md x: 2 # changes y: 123 line churn engineering/skills/code-review/SKILL.md x: 3 # changes y: 374 line churn finance/commands/journal-entry.md x: 2 # changes y: 390 line churn finance/commands/reconciliation.md x: 2 # changes y: 441 line churn finance/commands/sox-testing.md x: 2 # changes y: 651 line churn finance/commands/variance-analysis.md x: 2 # changes y: 474 line churn legal/commands/brief.md x: 2 # changes y: 621 line churn legal/skills/canned-responses/SKILL.md x: 2 # changes y: 1011 line churn legal/skills/legal-response/SKILL.md x: 2 # changes y: 1371 line churn legal/skills/review-contract/SKILL.md x: 2 # changes y: 1074 line churn legal/skills/triage-nda/SKILL.md x: 2 # changes y: 786 line churn marketing/commands/seo-audit.md x: 2 # changes y: 567 line churn marketing/skills/campaign-plan/SKILL.md x: 2 # changes y: 924 line churn marketing/skills/competitive-analysis/SKILL.md x: 2 # changes y: 690 line churn marketing/skills/performance-report/SKILL.md x: 3 # changes y: 1175 line churn partner-built/brand-voice/skills/discover-brand/references/search-strategies.md x: 2 # changes y: 813 line churn partner-built/brand-voice/skills/guideline-generation/references/guideline-template.md x: 2 # changes y: 723 line churn product-management/commands/competitive-brief.md x: 3 # changes y: 330 line churn product-management/skills/metrics-review/SKILL.md x: 2 # changes y: 1164 line churn sales/commands/forecast.md x: 3 # changes y: 649 line churn bio-research/skills/clinical-trial-protocol/SKILL.md x: 2 # changes y: 1016 line churn bio-research/skills/clinical-trial-protocol/assets/FDA-Clinical-Protocol-Template.md x: 2 # changes y: 4062 line churn bio-research/skills/clinical-trial-protocol/references/02-protocol-foundation.md x: 2 # changes y: 1672 line churn bio-research/skills/clinical-trial-protocol/references/03-protocol-intervention.md x: 2 # changes y: 1482 line churn bio-research/skills/clinical-trial-protocol/references/04-protocol-operations.md x: 2 # changes y: 3776 line churn
6270.0
line churn
  min: 2.0
  average: 221.06
  25th percentile: 37.0
  median: 106.0
  75th percentile: 297.0
  max: 6270.0
0 131.0
# changes
min: 1.0 | average: 1.59 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 2.0 | max: 131.0

Number of Contributors vs. Line Churn: 5 points

small-business/shared/reference/artifact-example.html x: 1 # contributors y: 316 line churn productivity/skills/dashboard.html x: 1 # contributors y: 102 line churn .github/scripts/external-pr-scope.js x: 1 # contributors y: 153 line churn bio-research/skills/nextflow-development/scripts/check_environment.py x: 2 # contributors y: 16 line churn bio-research/skills/nextflow-development/scripts/detect_data_type.py x: 2 # contributors y: 4 line churn
316.0
line churn
  min: 4.0
  average: 118.2
  25th percentile: 10.0
  median: 102.0
  75th percentile: 234.5
  max: 316.0
0 2.0
# contributors
min: 1.0 | average: 1.4 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 2.0 | max: 2.0

File Size vs. Line Churn: 5 points

small-business/shared/reference/artifact-example.html x: 295 lines of code y: 316 line churn productivity/skills/dashboard.html x: 2689 lines of code y: 102 line churn .github/scripts/external-pr-scope.js x: 99 lines of code y: 153 line churn bio-research/skills/nextflow-development/scripts/check_environment.py x: 348 lines of code y: 16 line churn bio-research/skills/nextflow-development/scripts/detect_data_type.py x: 201 lines of code y: 4 line churn
316.0
line churn
  min: 4.0
  average: 118.2
  25th percentile: 10.0
  median: 102.0
  75th percentile: 234.5
  max: 316.0
0 2689.0
lines of code
min: 99.0 | average: 726.4 | 25th percentile: 150.0 | median: 295.0 | 75th percentile: 1518.5 | max: 2689.0