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antibody-therapeutics-landscape

Antibodies as drugs and as an industry - molecular formats (IgG subclass, Fab, scFv, VHH, bispecific, ADC, Fc engineering), drug-name decoding, the discovery-to-approval path, regulatory routes, developability, CMC and commercial vocabulary, nanobody (VHH) drugs, how to argue user fit and path to value for a design tool or pitch, plus biotech employer research and interview prep. Use when a prompt names an antibody drug, a mAb or nanobody format, an antibody or biotech company, asks what a biotech term means, who would use or buy a design result, or asks about a biotech role, job ad or interview. Approval counts, pipelines and company facts are volatile and get looked up, never recalled. Use antibody-literature-search to find papers, trials and database records, antibody-reagent-selection to choose a lab antibody, antibody-sequence-bioinformatics for sequence data.

What is antibody-therapeutics-landscape?

antibody-therapeutics-landscape is a Claude Code agent skill that antibodies as drugs and as an industry - molecular formats (IgG subclass, Fab, scFv, VHH, bispecific, ADC, Fc engineering), drug-name decoding, the discovery-to-approval path, regulatory routes, developability, CMC and commercial vocabulary, nanobody (VHH) drugs, how to argue user fit and path to value for a design tool or pitch, plus biotech employer research and interview prep. Use when a prompt names an antibody drug, a mAb or nanobody format, an antibody or biotech company, asks what a biotech term means, who would use or buy a design result, or asks about a biotech role, job ad or interview. Approval counts, pipelines and company facts are volatile and get looked up, never recalled. Use antibody-literature-search to find papers, trials and database records, antibody-reagent-selection to choose a lab antibody, antibody-sequence-bioinformatics for sequence data.

Works with~Claude Code~Codex CLI~Cursor
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Documentation

Therapeutic antibody landscape

Antibodies as medicines: what the molecule is, which format it takes, how it travels from a target idea to a label, and the vocabulary used along the way. This is the business-and-orientation skill; the bench, the literature and the sequence data each have their own.

Volatile facts get looked up

Sort every factual claim into durable or volatile before answering.

  • Durable — immunology, molecular formats, mechanisms of action, assay principles, the shape of a regulatory route, what a term means. Answer from knowledge.
  • Volatile — how many antibodies are approved, which ones, approval dates, who owns or licensed an asset, what sits in which trial phase, deal values, headcount, who acquired whom. Look these up every time and give the retrieval date alongside the number.

Where to look, by question:

QuestionSource
Approved or under regulatory reviewThe Antibody Society's table (no login), then FDA Drugs@FDA / Purple Book, EMA medicine pages
Any antibody therapeutic, approved or notYAbS, the Antibody Society's searchable therapeutics database (over 2,900 molecules)
Near-term approvals and pipeline sweepthe current year's "Antibodies to watch" review in mAbs (for example Crescioli et al., 2026)
Trials, phase, enrolmentClinicalTrials.gov (API v2), EU CTIS; add WHO ICTRP for a global sweep beyond US/EU registries
What a name's stem or infix meansWHO INN stem book and the current mAb nomenclature scheme
Who owns it, what it costs, what is nextthe company's own investor relations deck and annual report
Structures and therapeutic sequencesSAbDab, Thera-SAbDab and IMGT/mAb-DB (see antibody-literature-search)

When no lookup is possible in the session, name the facts left unverified instead of supplying plausible ones. A remembered approval count is wrong often enough to be worthless, and a fabricated one is worse.

Characterise any antibody drug

Five questions. Answer all five and the asset is understood; mark explicitly any that stay unknown.

  1. Target and epitope — which antigen, which domain or conformation, and whether binding is meant to block, agonise, deplete, bridge or deliver.
  2. Format — subclass, fragment, bispecific, conjugate, and what that format buys. See references/formats.md.
  3. Mechanism of action — the causal chain from binding to clinical effect: receptor blockade, agonism, effector recruitment (ADCC, ADCP, CDC), payload delivery, T-cell redirection, protein bridging, receptor internalisation.
  4. Indication, line and population — the disease, the position in the treatment sequence, and any biomarker gate on eligibility.
  5. Differentiation — what else addresses that target or indication, and what distinguishes this one: potency, half-life, route and dosing, safety profile, manufacturability, price.

Reference

  • references/formats.md — immunoglobulin anatomy, IgG subclasses, fragments, VHH as a drug, bispecific architectures, ADC anatomy, Fc engineering, and decoding a drug's name.
  • references/glossary.md — working vocabulary grouped by where it shows up: binding, discovery, developability, PK and effector function, clinical, regulatory, CMC, commercial.
  • references/development-path.md — target to label, regulatory routes in the US, EU and Norway, biosimilars, and what kills programmes.
  • references/value-and-pitch.md — user fit and path to value for a design tool or result: who buys what, where the value sits, what is defensible, a clinical-problem-to-property table, nanobody selling points.
  • references/careers.md — reading a biotech job ad, role families, the IT and data angle, employer research, interview prep.

Individual skills in this repo

This repo contains 2 individual skills — each has its own dedicated page.

antibody-literature-search

Find and summarise antibody and immunology literature and public database records - papers on a target, antibody or method, the originator publication for a named mAb, UniProt entries, PDB, SAbDab and SAbDab-nano structures, Thera-SAbDab therapeutic sequences, IMGT germlines, clinical trials, patent sequences, and measured design data in Proteinbase. Use when asked what is known or published about an antigen, antibody, epitope or assay, to look up an accession, PDB ID, PMID or DOI, to summarise a paper, to profile a target before designing against it (a target dossier covering construct, structures, known binders and epitopes, orthologs, accessibility and clinical context), or to assemble evidence on an antibody target. Every identifier is resolved against the source before it is written. Use antibody-therapeutics-landscape for industry and format context, antibody-reagent-selection to choose a commercial antibody, antibody-sequence-bioinformatics to work with the sequence...

antibody-sequence-bioinformatics

Work with antibody, nanobody (VHH) and BCR sequence data - numbering schemes (IMGT, Kabat, Chothia, Martin, AHo), CDR and framework boundaries, VHH hallmark residues and cysteine checks, germline assignment with ANARCII, ANARCI, abnumber or IgBLAST, mapping CDRs onto a structure's residue numbers for loop-redesign contigs, interface contacts and hotspot coverage of a predicted complex, repertoire pipelines, the AIRR Rearrangement TSV format, clonotype grouping, humanness, and sequence liability motifs. Use when parsing, numbering, annotating, QC-ing or filtering antibody, VHH or designed binder sequences, when a CDR definition or region coordinate is in question, when a contig needs PDB residue numbers, or when writing code against AIRR, IgBLAST, ANARCI or OAS data. Every region coordinate carries the name of its numbering scheme. Use antibody-binder-design for the design workflow, antibody-literature-search to find sequences and structures, antibody-therapeutics-landscape...

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