Skills for Real Engineers. Straight from my .agents directory.
encode-ccres-database
Agent skill fromgoogle-deepmind/science-skills
Query the ENCODE Registry of cis-Regulatory Elements (cCREs) via the SCREEN GraphQL API, or make custom queries to the ENCODE Portal REST API for experiments and files (ChIP-seq peaks, etc.). Use when you want to query regulatory annotations or raw experimental data across human cell types.
How to install encode-ccres-database
npx skills add google-deepmind/science-skills# or add only this skill to Claude Code: copy the folder
skills/encode_ccres_database/
# into
~/.claude/skills/encode_ccres_database/ (all projects)
.claude/skills/encode_ccres_database/ (one project)
1# ENCODE Database Skill23This skill allows you to query the ENCODE Registry of cCREs (candidate4cis-Regulatory Elements) via the SCREEN GraphQL API. It helps identify5functional non-coding DNA elements (like Promoters, Enhancers, and insulators)6by analyzing biochemical signatures (DNase, H3K4me3, H3K27ac, CTCF).78## Prerequisites9101. **`uv`**: Read the `uv` skill and follow its Setup instructions to ensure11 `uv` is installed and on PATH.122. **User Notification**: If .licenses/encode_ccres_database_LICENSE.txt does13 not already exist in the workspace root directory then (1) prominently14 notify the user to check the terms at15 https://www.encodeproject.org/help/rest-api/, then (2) create the file16 recording the notification text and timestamp.1718## Core Rules1920- **Use the Wrapper**: ALWAYS execute the provided helper scripts to query the21 database rather than accessing the database directly. The scripts22 automatically enforce the required rate limit gracefully.23- **Parsing Output**: Do NOT use `cat` to read the entire JSON output file24 into context, as it can be extremely large. You MUST use `jq` to efficiently25 parse and extract relevant fields.26- **Notification**: If this skill is used, ensure this is mentioned in the27 output.2829### Quick Start3031```bash32# Search cCREs by coordinates33uv run scripts/screen_api.py search --chromosome chr11 \34 --start 5205263 --end 5207263 \35 --output /tmp/search.json3637# Get details for a specific cCRE38…
Excerpt shown under the repository's Apache-2.0 license.
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