LogoClawIndex
CasesSkillsAbout
LogoClawIndex

bio-batch-downloads - Batch-download large datasets from NCBI

Downloads large NCBI datasets with history-server batching, rate limiting, retries, checkpointing, and integrity validation.

Tags

Updated: 2026-09-30

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Select retrieval strategies
  • Batch NCBI requests
  • Use the history server
  • Apply request rate limits
  • Retry failed downloads
  • Checkpoint download progress
  • Resume interrupted downloads
  • Validate download integrity
  • Compare E-utilities and Datasets

Inputs

  • NCBI database
  • Search query
  • NCBI identifier list
  • Output file path
  • Checkpoint file path
  • NCBI email
  • NCBI API key

Outputs

  • Downloaded sequence files
  • Checkpoint files
  • Resumable download state
  • Validated download data

Requirements

  • Python 3 environment
  • Biopython 1.83 or later
  • NCBI Datasets CLI 16.0 or later
  • Entrez Direct 21.0 or later
  • NCBI network access
  • NCBI API credentials for bulk downloads

Source

  • Spec: SKILL.md

ClawIndex

OpenClaw Skills & Use Case Index

ClawIndex is an ecosystem-driven index of OpenClaw skills and real-world use cases.

Index

Skills·
Cases

Meta

About·
Disclaimer·
Email·
GitHub
© 2026 ClawIndex All Rights Reserved.
NCBI
bioinformatics
batch downloading
E-utilities
Entrez
sequence retrieval
data pipelines
Select retrieval strategies
Batch NCBI requests
Use the history server
Apply request rate limits
NCBI database
Search query
NCBI identifier list
Downloaded sequence files
Checkpoint files
Resumable download state