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Antibody Qc

Agent skill
1 skill

Deterministic developability/liability gate for GENERATED antibody Fv sequences (e.g. an AlphaFold-Multimer / RFdiffusion+ProteinMPNN designed binder, or an antibody language model) with karyon. Use AFTER designing an antibody/binder and BEFORE expressing or advancing it — answers "is this Fv developable, or does it carry a liability that makes it undruggable?" with a pass/fail verdict and legible per-reason explanations (an unpaired cysteine, an N-glycosylation sequon in a CDR, an extreme CDR-H3 length or isoelectric point — and, disclosed, the deamidation/isomerization/oxidation hotspots, fragmentation sites, and hydrophobicity/charge proxies even approved antibodies carry). Pure stdlib — no GPU, no network, no numpy. Input is the VH (+VL) amino-acid sequence; single-domain VHH/nanobodies are supported.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Deterministic developability/liability gate for GENERATED antibody Fv sequences (e.g. an AlphaFold-Multimer / RFdiffusion+ProteinMPNN designed binder, or an antibody language model) with karyon. Use AFTER designing an antibody/binder and BEFORE expressing or advancing it — answers "is this Fv developable, or does it carry a liability that makes it undruggable?" with a pass/fail verdict and legible per-reason explanations (an unpaired cysteine, an N-glycosylation sequon in a CDR, an extreme CDR-H3 length or isoelectric point — and, disclosed, the deamidation/isomerization/oxidation hotspots, fragmentation sites, and hydrophobicity/charge proxies even approved antibodies carry). Pure stdlib — no GPU, no network, no numpy. Input is the VH (+VL) amino-acid sequence; single-domain VHH/nanobodies are supported.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: cd91e405483ad9b56915022e93fa5e4bacfe0951a6d1e920b7dccdd4135d19e0

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About this listing

Category
General
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Antibody Qc | Agent Skills Atlas