Agent skill · Design & Presentation

bio-genome-engineering-base-editing-design

Design guides for cytosine and adenine base editing using editing window optimization and BE-Hive outcome prediction. Select optimal positions for C-to-T or A-to-G conversions without double-strand breaks. Use when designing base editor experiments for precise nucleotide changes.

FreedomIntelligencegithub.com/FreedomIntelligenceGitHub ↗
claude-codeships scripts
Install
npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-genome-engineering-base-editing-design --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 3
SKILL.md size: 9 KB
Bundled scripts: yes
Path: skills/bio-genome-engineering-base-editing-design/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 2,909
Language: Python
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

## Version Compatibility Reference examples tested with: BioPython 1.83+ Before using code patterns, verify installed versions match. If versions differ: - Python: `pip show <package>` then `help(module.function)` to check signatures If code throws ImportError, AttributeError, or TypeError, introspect the installed package and adapt the example to match the actual API rather than retrying. # Base Editing Design **"Design a base editor guide for my C-to-T conversion"** → Identify guide sequences that position the target nucleotide within the editing window of cytosine (CBE) or adenine (ABE) base editors, predicting editing outcomes and bystander effects. - Python: editing window analysis with `Bio.Seq`, BE-Hive outcome prediction ## Base Editor Types ``` Cytosine Base Editors (CBE): - Convert C to T (or G to A on opposite strand) - Examples: BE3, BE4, BE4max, AncBE4max - Editing window: Positions 4-8 (PAM-distal numbering) Adenine Base Editors (ABE): - Convert A to G (or T to C on opposite strand) - Examples: ABE7.10, ABE8e, ABE8.20 - Editing window: Positions 4-7 (narrower than CBE) Position numbering: Position 1 = PAM-proximal (next to NGG) Position 20 = PAM-distal (5' end of spac

What's inside
Steps it walks through
  1. Version Compatibility
  2. Base Editor Types
  3. Find Editable Positions
  4. Editing Efficiency by Position
  5. Bystander Edit Prediction
  6. Dual Base Editor Design
  7. Sequence Context Effects
  8. Related Skills
Ships with 2 files
  • examples/base_editing_design.py
  • usage-guide.md
More from OpenClaw-Medical-Skills
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About this skill
What does the bio-genome-engineering-base-editing-design skill do?

Design guides for cytosine and adenine base editing using editing window optimization and BE-Hive outcome prediction. Select optimal positions for C-to-T or A-to-G conversions without double-strand breaks. Use when designing base editor experiments for precise nucleotide changes.

How do I install it?

Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-genome-engineering-base-editing-design --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From FreedomIntelligence/OpenClaw-Medical-Skills, a repository with 2,909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going