Contributors · anthropics/life-sciences

Zoomable circles (number of contributors per file): 30 days | 90 days | 6 months | past year | all time

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Contributors

Recent Contributors (2)

Committed in past 6 months (a rookie = the first commit in past year)

No contributors in past 30 days.

No contributors in past 31 to 90 days.

Past 91 to 180 days (2):

jwei@anthropic.com

anneke@anthropic.com

Historical Contributors (6)

Last contributors more than 6 months ago

andres@anthropic.com

daisy@anthropic.com

noreply@anthropic.com

daniellechou@anthropic.com

1234yamd@gmail.com

kozo.nishida@gmail.com

Contributors Matrix (Per Month)

					-	-	-	-	-	1	2	-	-	5	2	-	2	-	-	-	-	-	-	-	-	-	-	-	-
commits					-	-	-	-	-	1	2	-	-	39	5	-	25	-	-	-	-	-	-	-	-	-	-	-	-
line churn					-	-	-	-	-	+89 -2	+113 -2	-	-	+78K -20K	+27 -77	-	+2.5K -210	-	-	-	-	-	-	-	-	-	-	-	-
	30d	3m	1y	all time
annekeant <anneke@anthropic.com>	-	-	2 +178 / -4	2 +178 / -4	-	-	-	-	-			-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
jwei-ant <jwei@anthropic.com>	-	-	36 +41K / -7.3K	36 +41K / -7.3K	-	-	-	-	-	-		-	-		-	-		-	-	-	-	-	-	-	-	-	-	-	-
Andres March <andres@anthropic.com>	-	-	12 +15K / -6.2K	12 +15K / -6.2K	-	-	-	-	-	-	-	-	-			-	-	-	-	-	-	-	-	-	-	-	-	-	-
Danielle Chou <daniellechou@anthropic.com>	-	-	3 +8.9K / -2	3 +8.9K / -2	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
z8 <1234yamd@gmail.com>	-	-	1 +24 / -0	1 +24 / -0	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Claude <noreply@anthropic.com>	-	-	5 +14K / -6.2K	5 +14K / -6.2K	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Kozo Nishida <kozo.nishida@gmail.com>	-	-	1 +1 / -1	1 +1 / -1	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-
Daisy S. Hollman <daisy@anthropic.com>	-	-	12 +1.3K / -128	12 +1.3K / -128	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-

Bots Matrix (Per Month)

-

commits

-

30d

3m

1y

all time

No commits in past 30 days.

No commits in past 90 days.

2 contributors (3 commits):

#	Contributor	First Commit	Latest Commit	Commits Count	Line Churn
1.	jwei-ant <jwei@anthropic.com>	2025-10-20	2026-04-27	1 (33%)	+24 / -0
2.	annekeant <anneke@anthropic.com>	2026-04-28	2026-05-08	2 (66%)	+178 / -4

Contributor Dependencies

A contributor dependency is detected if two contributors have changed the same files in the past 180 days.

Contributor Dependencies via Shared Files

contributor dependencies 2D graph

The number on lines shows the number of same files that both persons changed in past 180 days.

flowchart TB
    n0["anneke@anthropic.com"]
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Download: Mermaid (.mmd) (open online Mermaid editor)

- open 2D force graph
- open 3D force graph
- open 2D force graph (including all files)
- open 2D force graph (including only shared files)
- open 3D force graph (including all files)
- open 3D force graph (including only shared files)

	Contributor 1	Contributor 2	# shared files
1.	annekeant <anneke@anthropic.com>	jwei-ant <jwei@anthropic.com>	2 shared files .claude-plugin/marketplace.json README.md

Most Connected Contributors

	Contributor	# connections	# commits
1.	annekeant <anneke@anthropic.com>	1	2
2.	jwei-ant <jwei@anthropic.com>	1	1

C-median: 1.0

A half of the contributors has more than 1.0 connections, and a half has less than this number.

C-mean: 1.0

An average number of connections a contributor has with other contributors.

C-index: 1.0

There are 1.0 contributors with 1.0 or more connections.

8 contributors (72 commits):

#	Contributor	First Commit	Latest Commit	Commits Count	Line Churn
1.	jwei-ant <jwei@anthropic.com>	2025-10-20	2026-04-27	36 (50%)	+41K / -7.3K
2.	Andres March <andres@anthropic.com>	2025-12-15	2026-01-26	12 (16%)	+15K / -6.2K
3.	Daisy S. Hollman <daisy@anthropic.com>	2025-10-18	2025-10-21	12 (16%)	+1.3K / -128
4.	Claude <noreply@anthropic.com>	2026-01-09	2026-01-09	5 (6%)	+14K / -6.2K
5.	Danielle Chou <daniellechou@anthropic.com>	2026-01-08	2026-01-26	3 (4%)	+8.9K / -2
6.	annekeant <anneke@anthropic.com>	2026-04-28	2026-05-08	2 (2%)	+178 / -4
7.	z8 <1234yamd@gmail.com>	2026-01-14	2026-01-14	1 (1%)	+24 / -0
8.	Kozo Nishida <kozo.nishida@gmail.com>	2025-12-16	2025-12-16	1 (1%)	+1 / -1

Contributor Dependencies

A contributor dependency is detected if two contributors have changed the same files in the past 365 days.

Contributor Dependencies via Shared Files

contributor dependencies 2D graph

The number on lines shows the number of same files that both persons changed in past 365 days.

flowchart TB
    n0["andres@anthropic.com"]
    n1["noreply@anthropic.com"]
    n2["jwei@anthropic.com"]
    n3["daniellechou@anthropic.com"]
    n4["daisy@anthropic.com"]
    n5["anneke@anthropic.com"]
    n6["1234yamd@gmail.com"]
    n7["kozo.nishida@gmail.com"]
    n0 ---|"59"| n1
    n0 ---|"24"| n2
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    n0 ---|"9"| n3
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    n2 ---|"3"| n3
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    n5 ---|"2"| n6
    n5 ---|"2"| n0
    n5 ---|"2"| n1
    n5 ---|"2"| n3
    n5 ---|"2"| n4
    n2 ---|"2"| n6
    n6 ---|"2"| n0
    n6 ---|"2"| n1
    n6 ---|"2"| n3
    n6 ---|"2"| n4
    n1 ---|"2"| n3
    n1 ---|"2"| n4
    n5 ---|"1"| n7
    n2 ---|"1"| n7
    n6 ---|"1"| n7
    n0 ---|"1"| n7
    n1 ---|"1"| n7
    n3 ---|"1"| n7
    n7 ---|"1"| n4
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Download: Mermaid (.mmd) (open online Mermaid editor)

- open 2D force graph
- open 3D force graph
- open 2D force graph (including all files)
- open 2D force graph (including only shared files)
- open 3D force graph (including all files)
- open 3D force graph (including only shared files)

	Contributor 1	Contributor 2	# shared files
1.	Andres March <andres@anthropic.com>	Claude <noreply@anthropic.com>	59 shared files nf-core/scripts/config/pipelines/sarek.yaml nf-core/scripts/utils/__init__.py clinical-trial-protocol-skill/references/04-protocol-operations.md nextflow-development/references/pipelines/rnaseq.md nextflow-development/references/geo-sra-acquisition.md nextflow-development/SKILL.md nf-core/SKILL.md nextflow-development/scripts/config/genomes.yaml nf-core/scripts/config/pipelines/rnaseq.yaml .claude-plugin/marketplace.json nf-core/scripts/utils/validators.py nextflow-development/scripts/manage_genomes.py nf-core/scripts/generate_samplesheet.py clinical-trial-protocol-skill/assets/FDA-Clinical-Protocol-Template.md owkin/.claude-plugin/plugin.json nextflow-development/scripts/detect_data_type.py nextflow-development/references/installation.md nextflow-development/scripts/utils/file_discovery.py nf-core/references/geo-sra-acquisition.md clinical-trial-protocol-skill/references/01-research-protocols.md clinical-trial-protocol-skill/SKILL.md nf-core/scripts/manage_genomes.py nextflow-development/scripts/config/pipelines/rnaseq.yaml biorxiv/.claude-plugin/plugin.json nf-core/scripts/utils/file_discovery.py clinical-trial-protocol-skill/references/02-protocol-foundation.md nf-core/references/pipelines/rnaseq.md nf-core/scripts/sra_geo_fetch.py nextflow-development/references/pipelines/sarek.md nextflow-development/scripts/utils/validators.py clinical-trial-protocol-skill/references/00-initialize-intervention.md nf-core/references/pipelines/atacseq.md nf-core/references/pipelines/sarek.md nf-core/references/troubleshooting.md nf-core/scripts/utils/ncbi_utils.py clinical-trial-protocol-skill/references/03-protocol-intervention.md README.md nf-core/references/installation.md nf-core/scripts/config/genomes.yaml nf-core/scripts/utils/sample_inference.py nextflow-development/scripts/sra_geo_fetch.py chembl/.claude-plugin/plugin.json clinical-trials/.claude-plugin/plugin.json nf-core/scripts/detect_data_type.py clinical-trial-protocol-skill/README.md open-targets/.claude-plugin/plugin.json nextflow-development/scripts/generate_samplesheet.py nf-core/scripts/config/pipelines/atacseq.yaml nextflow-development/scripts/utils/ncbi_utils.py nextflow-development/scripts/config/pipelines/atacseq.yaml nextflow-development/scripts/utils/sample_inference.py nf-core/scripts/check_environment.py nextflow-development/scripts/utils/__init__.py clinical-trial-protocol-skill/references/05-concatenate-protocol.md nextflow-development/scripts/check_environment.py nextflow-development/references/troubleshooting.md nextflow-development/scripts/config/pipelines/sarek.yaml nextflow-development/references/pipelines/atacseq.md clinical-trial-protocol-skill/scripts/sample_size_calculator.py
2.	Andres March <andres@anthropic.com>	jwei-ant <jwei@anthropic.com>	24 shared files nf-core/scripts/config/pipelines/sarek.yaml nf-core/scripts/utils/__init__.py nf-core/SKILL.md nf-core/scripts/config/pipelines/rnaseq.yaml .claude-plugin/marketplace.json nf-core/scripts/utils/validators.py nf-core/scripts/generate_samplesheet.py nf-core/references/geo-sra-acquisition.md nf-core/scripts/manage_genomes.py nf-core/scripts/utils/file_discovery.py nf-core/references/pipelines/rnaseq.md nf-core/scripts/sra_geo_fetch.py nf-core/references/pipelines/atacseq.md nf-core/references/pipelines/sarek.md nf-core/references/troubleshooting.md nf-core/scripts/utils/ncbi_utils.py README.md nf-core/references/installation.md nf-core/scripts/config/genomes.yaml nf-core/scripts/utils/sample_inference.py .github/workflows/release.yml nf-core/scripts/detect_data_type.py nf-core/scripts/config/pipelines/atacseq.yaml nf-core/scripts/check_environment.py
3.	Claude <noreply@anthropic.com>	jwei-ant <jwei@anthropic.com>	23 shared files nf-core/scripts/config/pipelines/sarek.yaml nf-core/scripts/utils/__init__.py nf-core/SKILL.md nf-core/scripts/config/pipelines/rnaseq.yaml .claude-plugin/marketplace.json nf-core/scripts/utils/validators.py nf-core/scripts/generate_samplesheet.py nf-core/references/geo-sra-acquisition.md nf-core/scripts/manage_genomes.py nf-core/scripts/utils/file_discovery.py nf-core/references/pipelines/rnaseq.md nf-core/scripts/sra_geo_fetch.py nf-core/references/pipelines/atacseq.md nf-core/references/pipelines/sarek.md nf-core/references/troubleshooting.md nf-core/scripts/utils/ncbi_utils.py README.md nf-core/references/installation.md nf-core/scripts/config/genomes.yaml nf-core/scripts/utils/sample_inference.py nf-core/scripts/detect_data_type.py nf-core/scripts/config/pipelines/atacseq.yaml nf-core/scripts/check_environment.py
4.	Andres March <andres@anthropic.com>	Danielle Chou <daniellechou@anthropic.com>	9 shared files nextflow-development/LICENSE.txt single-cell-rna-qc/LICENSE.txt .claude-plugin/marketplace.json scvi-tools/LICENSE.txt instrument-data-to-allotrope/LICENSE.txt clinical-trial-protocol-skill/LICENSE.txt scientific-problem-selection/LICENSE.txt README.md .github/workflows/release.yml
5.	Daisy S. Hollman <daisy@anthropic.com>	jwei-ant <jwei@anthropic.com>	9 shared files single-cell-rna-qc/scripts/qc_plotting.py .claude-plugin/marketplace.json single-cell-rna-qc/scripts/qc_analysis.py single-cell-rna-qc/references/scverse_qc_guidelines.md README.md .github/workflows/release.yml .gitignore single-cell-rna-qc/scripts/qc_core.py single-cell-rna-qc/SKILL.md
6.	Andres March <andres@anthropic.com>	Daisy S. Hollman <daisy@anthropic.com>	4 shared files .claude-plugin/marketplace.json benchling/.claude-plugin/plugin.json README.md .github/workflows/release.yml
7.	jwei-ant <jwei@anthropic.com>	Danielle Chou <daniellechou@anthropic.com>	3 shared files .claude-plugin/marketplace.json README.md .github/workflows/release.yml
8.	Danielle Chou <daniellechou@anthropic.com>	Daisy S. Hollman <daisy@anthropic.com>	3 shared files .claude-plugin/marketplace.json README.md .github/workflows/release.yml
9.	annekeant <anneke@anthropic.com>	jwei-ant <jwei@anthropic.com>	2 shared files .claude-plugin/marketplace.json README.md
10.	annekeant <anneke@anthropic.com>	z8 <1234yamd@gmail.com>	2 shared files .claude-plugin/marketplace.json README.md
11.	annekeant <anneke@anthropic.com>	Andres March <andres@anthropic.com>	2 shared files .claude-plugin/marketplace.json README.md
12.	annekeant <anneke@anthropic.com>	Claude <noreply@anthropic.com>	2 shared files .claude-plugin/marketplace.json README.md
13.	annekeant <anneke@anthropic.com>	Danielle Chou <daniellechou@anthropic.com>	2 shared files .claude-plugin/marketplace.json README.md
14.	annekeant <anneke@anthropic.com>	Daisy S. Hollman <daisy@anthropic.com>	2 shared files .claude-plugin/marketplace.json README.md
15.	jwei-ant <jwei@anthropic.com>	z8 <1234yamd@gmail.com>	2 shared files .claude-plugin/marketplace.json README.md
16.	z8 <1234yamd@gmail.com>	Andres March <andres@anthropic.com>	2 shared files .claude-plugin/marketplace.json README.md
17.	z8 <1234yamd@gmail.com>	Claude <noreply@anthropic.com>	2 shared files .claude-plugin/marketplace.json README.md
18.	z8 <1234yamd@gmail.com>	Danielle Chou <daniellechou@anthropic.com>	2 shared files .claude-plugin/marketplace.json README.md
19.	z8 <1234yamd@gmail.com>	Daisy S. Hollman <daisy@anthropic.com>	2 shared files .claude-plugin/marketplace.json README.md
20.	Claude <noreply@anthropic.com>	Danielle Chou <daniellechou@anthropic.com>	2 shared files .claude-plugin/marketplace.json README.md
21.	Claude <noreply@anthropic.com>	Daisy S. Hollman <daisy@anthropic.com>	2 shared files .claude-plugin/marketplace.json README.md
22.	annekeant <anneke@anthropic.com>	Kozo Nishida <kozo.nishida@gmail.com>	1 shared file README.md
23.	jwei-ant <jwei@anthropic.com>	Kozo Nishida <kozo.nishida@gmail.com>	1 shared file README.md
24.	z8 <1234yamd@gmail.com>	Kozo Nishida <kozo.nishida@gmail.com>	1 shared file README.md
25.	Andres March <andres@anthropic.com>	Kozo Nishida <kozo.nishida@gmail.com>	1 shared file README.md
26.	Claude <noreply@anthropic.com>	Kozo Nishida <kozo.nishida@gmail.com>	1 shared file README.md
27.	Danielle Chou <daniellechou@anthropic.com>	Kozo Nishida <kozo.nishida@gmail.com>	1 shared file README.md
28.	Kozo Nishida <kozo.nishida@gmail.com>	Daisy S. Hollman <daisy@anthropic.com>	1 shared file README.md

Most Connected Contributors

	Contributor	# connections	# commits
1.	jwei-ant <jwei@anthropic.com>	7	36
2.	Andres March <andres@anthropic.com>	7	12
3.	Daisy S. Hollman <daisy@anthropic.com>	7	12
4.	Claude <noreply@anthropic.com>	7	5
5.	Danielle Chou <daniellechou@anthropic.com>	7	3
6.	annekeant <anneke@anthropic.com>	7	2
7.	z8 <1234yamd@gmail.com>	7	1
8.	Kozo Nishida <kozo.nishida@gmail.com>	7	1

C-median: 7.0

A half of the contributors has more than 7.0 connections, and a half has less than this number.

C-mean: 7.0

An average number of connections a contributor has with other contributors.

C-index: 7.0

There are 7.0 contributors with 7.0 or more connections.

Contributors' details...