Dbsnp Database
google-deepmind/science-skills
A skill your agent uses when you want to look up, map, and search for short genetic variants (SNPs, indels) in NCBI's dbSNP database.
Access COSMIC cancer mutation database. An agent skill from davila7/claude-code-templates.
$ npx skills add davila7/claude-code-templates --skill cosmic-database -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install davila7/claude-code-templates cosmic-database --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cli-tool/components/skills/scientific/cosmic-database .claude/skills/cosmic-database && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "cosmic-database" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/cosmic-database into .claude/skills/cosmic-database/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cosmic-database", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/cosmic-databaseType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add davila7/claude-code-templates --skill cosmic-database -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install davila7/claude-code-templates cosmic-database --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .agents/skills && cp -r skills-src/cli-tool/components/skills/scientific/cosmic-database .agents/skills/cosmic-database && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cosmic-database" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/cosmic-database into .agents/skills/cosmic-database/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cosmic-database", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add davila7/claude-code-templates --skill cosmic-database -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install davila7/claude-code-templates cosmic-database --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/cli-tool/components/skills/scientific/cosmic-database .cursor/skills/cosmic-database && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "cosmic-database" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/cosmic-database into .cursor/skills/cosmic-database/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cosmic-database", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/davila7/claude-code-templates.git --path cli-tool/components/skills/scientific/cosmic-database--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add davila7/claude-code-templates --skill cosmic-database -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install davila7/claude-code-templates cosmic-database --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/cli-tool/components/skills/scientific/cosmic-database .gemini/skills/cosmic-database && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "cosmic-database" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/cosmic-database into .gemini/skills/cosmic-database/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cosmic-database", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install davila7/claude-code-templates cosmic-databaseInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add davila7/claude-code-templates --skill cosmic-database -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .github/skills && cp -r skills-src/cli-tool/components/skills/scientific/cosmic-database .github/skills/cosmic-database && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "cosmic-database" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/cosmic-database into .github/skills/cosmic-database/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cosmic-database", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add davila7/claude-code-templates --skill cosmic-database -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install davila7/claude-code-templates cosmic-database --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/cli-tool/components/skills/scientific/cosmic-database .opencode/skills/cosmic-database && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "cosmic-database" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/cosmic-database into .opencode/skills/cosmic-database/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cosmic-database", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
cosmic-databaseAccess COSMIC cancer mutation database. An agent skill from davila7/claude-code-templates.
Cosmic Database is an agent skill from davila7/claude-code-templates. Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision oncology. Requires authentication.
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts and reference files (for example `references/cosmic_data_reference.md` and `scripts/download_cosmic.py`).
It sits in Research & Science, covering Bioinformatics. The repository describes itself as: CLI tool for configuring and monitoring Claude Code. The licence is MIT.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 14680ec. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
pythonuvFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
cancer.sanger.ac.ukFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Cosmic Database loads about 2.5k tokens when it runs, and up to ~4.1k if it reads all its reference files. Until then it costs about 52 tokens; SKILL.md has 733 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from davila7/claude-code-templates at commit 14680ec, republished under its MIT licence (© davila7). 733 words, ~2,494 tokens.
.claude/skills/cosmic-database/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.COSMIC (Catalogue of Somatic Mutations in Cancer) is the world's largest and most comprehensive database for exploring somatic mutations in human cancer. Access COSMIC's extensive collection of cancer genomics data, including millions of mutations across thousands of cancer types, curated gene lists, mutational signatures, and clinical annotations programmatically.
This skill should be used when:
COSMIC requires authentication for data downloads:
uv pip install requests pandasUse the scripts/download_cosmic.py script to download COSMIC data files:
from scripts.download_cosmic import download_cosmic_file
# Download mutation data
download_cosmic_file(
email="your_email@institution.edu",
password="your_password",
filepath="GRCh38/cosmic/latest/CosmicMutantExport.tsv.gz",
output_filename="cosmic_mutations.tsv.gz"
)# Download using shorthand data type
python scripts/download_cosmic.py user@email.com --data-type mutations
# Download specific file
python scripts/download_cosmic.py user@email.com \
--filepath GRCh38/cosmic/latest/cancer_gene_census.csv
# Download for specific genome assembly
python scripts/download_cosmic.py user@email.com \
--data-type gene_census --assembly GRCh37 -o cancer_genes.csvimport pandas as pd
# Read mutation data
mutations = pd.read_csv('cosmic_mutations.tsv.gz', sep='\t', compression='gzip')
# Read Cancer Gene Census
gene_census = pd.read_csv('cancer_gene_census.csv')
# Read VCF format
import pysam
vcf = pysam.VariantFile('CosmicCodingMuts.vcf.gz')Download comprehensive mutation data including point mutations, indels, and genomic annotations.
Common data types:
mutations - Complete coding mutations (TSV format)mutations_vcf - Coding mutations in VCF formatsample_info - Sample metadata and tumor information# Download all coding mutations
download_cosmic_file(
email="user@email.com",
password="password",
filepath="GRCh38/cosmic/latest/CosmicMutantExport.tsv.gz"
)Access the expert-curated list of ~700+ cancer genes with substantial evidence of cancer involvement.
# Download Cancer Gene Census
download_cosmic_file(
email="user@email.com",
password="password",
filepath="GRCh38/cosmic/latest/cancer_gene_census.csv"
)Use cases:
Download signature profiles for mutational signature analysis.
# Download signature definitions
download_cosmic_file(
email="user@email.com",
password="password",
filepath="signatures/signatures.tsv"
)Signature types:
Access gene fusion data and structural rearrangements.
Available data types:
structural_variants - Structural breakpointsfusion_genes - Gene fusion events# Download gene fusions
download_cosmic_file(
email="user@email.com",
password="password",
filepath="GRCh38/cosmic/latest/CosmicFusionExport.tsv.gz"
)Retrieve copy number alterations and gene expression data.
Available data types:
copy_number - Copy number gains/lossesgene_expression - Over/under-expression data# Download copy number data
download_cosmic_file(
email="user@email.com",
password="password",
filepath="GRCh38/cosmic/latest/CosmicCompleteCNA.tsv.gz"
)Access drug resistance mutation data with clinical annotations.
# Download resistance mutations
download_cosmic_file(
email="user@email.com",
password="password",
filepath="GRCh38/cosmic/latest/CosmicResistanceMutations.tsv.gz"
)COSMIC provides data for two reference genomes:
Specify the assembly in file paths:
# GRCh38 (recommended)
filepath="GRCh38/cosmic/latest/CosmicMutantExport.tsv.gz"
# GRCh37 (legacy)
filepath="GRCh37/cosmic/latest/CosmicMutantExport.tsv.gz"latest in file paths to always get the most recent releasev102, v101, etc.Filter mutations by gene:
import pandas as pd
mutations = pd.read_csv('cosmic_mutations.tsv.gz', sep='\t', compression='gzip')
tp53_mutations = mutations[mutations['Gene name'] == 'TP53']Identify cancer genes by role:
gene_census = pd.read_csv('cancer_gene_census.csv')
oncogenes = gene_census[gene_census['Role in Cancer'].str.contains('oncogene', na=False)]
tumor_suppressors = gene_census[gene_census['Role in Cancer'].str.contains('TSG', na=False)]Extract mutations by cancer type:
mutations = pd.read_csv('cosmic_mutations.tsv.gz', sep='\t', compression='gzip')
lung_mutations = mutations[mutations['Primary site'] == 'lung']Work with VCF files:
import pysam
vcf = pysam.VariantFile('CosmicCodingMuts.vcf.gz')
for record in vcf.fetch('17', 7577000, 7579000): # TP53 region
print(record.id, record.ref, record.alts, record.info)For comprehensive information about COSMIC data structure, available files, and field descriptions, see references/cosmic_data_reference.md. This reference includes:
Use this reference when:
The download script includes helper functions for common operations:
from scripts.download_cosmic import get_common_file_path
# Get path for mutations file
path = get_common_file_path('mutations', genome_assembly='GRCh38')
# Returns: 'GRCh38/cosmic/latest/CosmicMutantExport.tsv.gz'
# Get path for gene census
path = get_common_file_path('gene_census')
# Returns: 'GRCh38/cosmic/latest/cancer_gene_census.csv'Available shortcuts:
mutations - Core coding mutationsmutations_vcf - VCF format mutationsgene_census - Cancer Gene Censusresistance_mutations - Drug resistance datastructural_variants - Structural variantsgene_expression - Expression datacopy_number - Copy number alterationsfusion_genes - Gene fusionssignatures - Mutational signaturessample_info - Sample metadatalatest for the most recent versionCOSMIC data integrates well with:
When using COSMIC data, cite: Tate JG, Bamford S, Jubb HC, et al. COSMIC: the Catalogue Of Somatic Mutations In Cancer. Nucleic Acids Research. 2019;47(D1):D941-D947.
© davila7, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files (scripts, references) in cli-tool/components/skills/scientific/cosmic-database of davila7/claude-code-templates.
Open the folder on GitHubat commit 14680ec
We found 18 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 10 other GitHub owners. This page covers the copy in davila7/claude-code-templates, which our catalogue first saw on October 7, 2026.
Cosmic Database next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Cosmic Database this skilldavila7/claude-code-templates | 32k | 10 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Dbsnp Databasegoogle-deepmind/science-skills | 3.2k | 3 repos | ~3.4k | Automated safety check: Notes | Apache-2.0 | |
| Metabolic Study Planneraiming-lab/AutoResearchClaw | 15k | — | ~1.9k | Automated safety check: Pass | MIT | |
| 13C Metabolic Flux AnalysisK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Alphagenome Single Variant Analysisgoogle-deepmind/science-skills | 3.2k | 2 repos | ~3k | Automated safety check: Notes | Apache-2.0 | |
| MFA Pipeline Orchestratoraiming-lab/AutoResearchClaw | 15k | — | ~923 | Automated safety check: Pass | MIT |
google-deepmind/science-skills
A skill your agent uses when you want to look up, map, and search for short genetic variants (SNPs, indels) in NCBI's dbSNP database.
aiming-lab/AutoResearchClaw
Turns a broad metabolic modelling topic into a concrete, paper-shaped plan with organism, model, perturbations, metrics and figures before any FBA code is written.
K-Dense-AI/scientific-agent-skills
Estimates reaction fluxes inside cells from steady-state carbon-13 labeling data with a bundled mfapy-based solver, and reports which fluxes the data pin down.
google-deepmind/science-skills
Analyzes genetic variant effects on gene expression (RNA-seq), chromatin accessibility (DNASE), histone marks (ChIP), and transcription factors using the AlphaGenome API.
aiming-lab/AutoResearchClaw
Runs a metabolic flux analysis from model loading to phenotype prediction and figures by handing work to four sub-agents in sequence.
xuzhougeng/wisp-science
A skill your agent uses when designing, reviewing, or implementing single-cell RNA-seq QC in Python or R with a human-in-the-loop, data-driven approach.
davila7/claude-code-templates
Runs web-grounded searches through Perplexity's Sonar models over OpenRouter for current events, recent literature and cited facts beyond the model's training cutoff.
davila7/claude-code-templates
Analyzes Neuropixels recordings from SpikeGLX or Open Ephys through preprocessing, drift correction, Kilosort4 spike sorting, quality metrics and curation.
davila7/claude-code-templates
Supplies LaTeX templates and formatting rules for journals, conferences, posters, and grant proposals, then can check a draft against them.
davila7/claude-code-templates
Analyzes a brand's existing writing to lock in a consistent voice, then builds SEO blog posts and platform-specific social content around it.
davila7/claude-code-templates
Guides corrective and preventive action (CAPA) work in a quality management system, from initiation and root cause analysis through effectiveness verification.
davila7/claude-code-templates
Senior FDA consultant and specialist for medical device companies including HIPAA compliance and requirement management.
Categories
Access COSMIC cancer mutation database. An agent skill from davila7/claude-code-templates. Cosmic Database is an agent skill from davila7/claude-code-templates. Access COSMIC cancer mutation database.
Cosmic Database fits situations like: tasks that involve Bioinformatics.
Run `npx skills add davila7/claude-code-templates --skill cosmic-database -a claude-code`. Or copy the skill folder (cli-tool/components/skills/scientific/cosmic-database in davila7/claude-code-templates) into .claude/skills/cosmic-database in your project. Claude Code loads it when a task matches its description.
Run `npx skills add davila7/claude-code-templates --skill cosmic-database -a codex`. Or copy the skill folder (cli-tool/components/skills/scientific/cosmic-database in davila7/claude-code-templates) into .agents/skills/cosmic-database in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add davila7/claude-code-templates --skill cosmic-database -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cosmic-database, .gemini/skills/cosmic-database, .github/skills/cosmic-database and .opencode/skills/cosmic-database in your project.
Going by SKILL.md and its folder, Cosmic Database needs Python for the scripts in its folder and the command-line tools its instructions call (python and uv). Our summary lists: Python 3.
SKILL.md names 1 domain. As links in the text: cancer.sanger.ac.uk. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Cosmic Database is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.5k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.6k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Cosmic Database: Dbsnp Database (google-deepmind/science-skills, 3.2k stars), Metabolic Study Planner (aiming-lab/AutoResearchClaw, 15k stars), 13C Metabolic Flux Analysis (K-Dense-AI/scientific-agent-skills, 48k stars) and Alphagenome Single Variant Analysis (google-deepmind/science-skills, 3.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
davila7 (a GitHub user) maintains it in davila7/claude-code-templates, which has 32,463 GitHub stars. The repository holds 477 skills in this directory. The repository was last updated on October 8, 2026.
Source: davila7/claude-code-templates on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.