Updated 1mo ago
by QSong-github
DrugClaw
🦀 Agentic RAG for drug intelligence · 57 skills · 15 task categories · DTI · ADR · DDI · PGx · Repurposing · Powered by LangGraph
116 GitHub stars (116)
Steady at 116 stars — no new stars in the 16 days since Sep 30.
- 30 skills (30 skills found in its SKILL.md files)
- 3 forks (3 forks)
- 1mo ago last update (Last updated 1mo ago)
Install
Skills CLI
npx skills add QSong-github/DrugClaw
Asks which skills and agents to install. Just one: npx skills add QSong-github/DrugClaw --skill ADReCS-query — add -g for every project.
Claude Code
git clone https://github.com/QSong-github/DrugClawcp -r "DrugClaw/skills/adr/adrecs" ~/.claude/skills/
Copies the ADReCS-query skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add QSong-github/DrugClaw
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md — showing the first 30 of 57 files.
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ADReCS-query
Query the ADReCS (Adverse Drug Reaction Classification System) v3.3 database. Use whenever the user asks about adverse drug reactions, drug safety profiles, ADR classification, ADR severity/frequency, or wants to look up any entity (drug name, BADD Drug ID, DrugBank ID, ATC code, CAS RN, PubChem CID, KEGG ID, ADR term, ADReCS ID, MedDRA code, MeSH ID) in ADReCS.
skills/adr/adrecs/SKILL.md on GitHub (opens in a new tab) -
faers-query
Query the FDA Adverse Event Reporting System (FAERS) via openFDA API. Use whenever the user asks about adverse drug reactions, side effects, drug safety signals, or wants to look up reported adverse events for one or more drug names.
skills/adr/faers/SKILL.md on GitHub (opens in a new tab) -
nsides-query
Query the nSIDES drug side effect databases (OnSIDES, OffSIDES, KidSIDES). Use whenever the user asks about drug adverse reactions, side effects, off-label safety signals, or pediatric drug safety for a given drug name.
skills/adr/nsides/SKILL.md on GitHub (opens in a new tab) -
sider
No description in the SKILL.md.
skills/adr/sider/SKILL.md on GitHub (opens in a new tab) -
DDInter
Query the DDInter drug-drug interaction database. Use whenever the user asks about drug-drug interactions, DDI severity levels, or wants to look up interactions for a drug name or DDInter ID.
skills/ddi/ddinter/SKILL.md on GitHub (opens in a new tab) -
kegg_drug
No description in the SKILL.md.
skills/ddi/kegg_drug/SKILL.md on GitHub (opens in a new tab) -
mecddi-query
Query the MecDDI mechanism-based drug-drug interaction database. Use whenever the user asks about drug-drug interactions, DDI mechanisms (PK/PD), enzyme or transporter-mediated interactions, or wants to look up interacting drug pairs by drug name or MecDDI drug ID. Trigger on keywords like DDI, drug interaction, MecDDI, mechanism-based interaction, pharmacokinetic interaction, pharmacodynamic int…
skills/ddi/mecddi/SKILL.md on GitHub (opens in a new tab) -
DrugComb
Query the DrugComb drug combination database for cancer cell-line synergy and sensitivity data. Use whenever the user asks about drug combinations, synergy scores (ZIP/Bliss/Loewe/HSA), combination sensitivity (CSS), or wants to look up how two drugs interact in a specific cancer cell line.
skills/drug_combination/drugcomb/SKILL.md on GitHub (opens in a new tab) -
drugcombdb-query
Query canonical DrugCombDB combination records. Use when the user asks about drug pairs, synergy values, or cell-line-specific combination evidence.
skills/drug_combination/drugcombdb/SKILL.md on GitHub (opens in a new tab) -
sematyp
No description in the SKILL.md.
skills/drug_disease/sematyp/SKILL.md on GitHub (opens in a new tab) -
cpic
No description in the SKILL.md.
skills/drug_knowledgebase/cpic/SKILL.md on GitHub (opens in a new tab) -
drugbank-query
Query a locally downloaded DrugBank database. Use whenever the user asks about drug information, drug targets, drug-drug interactions, drug categories, or wants to look up any entity (DrugBank ID, drug name, CAS number, synonym) in DrugBank.
skills/drug_knowledgebase/drugbank/SKILL.md on GitHub (opens in a new tab) -
drugcentral-query
Query the DrugCentral drug pharmacology database. Use whenever the user asks about approved drug structures, drug targets, pharmacological actions, or wants to look up any entity (drug name, DrugCentral ID, CAS number, InChIKey) in DrugCentral.
skills/drug_knowledgebase/drugcentral/SKILL.md on GitHub (opens in a new tab) -
fda-orange-book-query
Query or inspect the FDA Orange Book - FDA-Approved Drug Products Listing resource for drug-centric tasks with emphasis on drug knowledgebase Use whenever Codex needs the calling pattern, downloadable entrypoint, or example query flow from this skill example script.
skills/drug_knowledgebase/fda_orange_book/SKILL.md on GitHub (opens in a new tab) -
iuphar-pharmacology
Query the IUPHAR/BPS Guide to Pharmacology REST API for drug targets, ligands (drugs/compounds), and their interactions. Use whenever the user asks about pharmacological targets, receptor–ligand relationships, drug mechanisms of action, or wants to look up any drug or target name in IUPHAR. Supports single entity or batch queries. No API key required.
skills/drug_knowledgebase/iuphar/SKILL.md on GitHub (opens in a new tab) -
pharmkg-query
Query the PharmKG knowledge graph (180k entities, 39 relation types, >1M triples). Use whenever the user asks about biomedical relationships among genes, drugs/chemicals, and diseases — e.g. drug–gene interactions, drug–disease associations, gene–disease links, or drug–drug relationships derived from literature and curated databases.
skills/drug_knowledgebase/pharmkg/SKILL.md on GitHub (opens in a new tab) -
unid3
No description in the SKILL.md.
skills/drug_knowledgebase/unid3/SKILL.md on GitHub (opens in a new tab) -
WHO-EML-query
Query the WHO Model List of Essential Medicines (23rd list, 2023). Use whenever the user asks about essential medicines, WHO-recommended drugs, dosage forms, therapeutic sections, or AWaRe antibiotic classification.
skills/drug_knowledgebase/who_eml/SKILL.md on GitHub (opens in a new tab) -
dailymed-query
Query DailyMed for FDA drug label / package insert information. Use whenever the user asks about drug labeling, SPL documents, prescribing information, NDC codes, or needs to look up current FDA-approved drug details by name or NDC. Supports single entity or batch queries.
skills/drug_labeling/dailymed/SKILL.md on GitHub (opens in a new tab) -
medlineplus-drug-info
Query MedlinePlus for consumer-oriented drug and health-topic information. Accepts drug names, RxCUI codes, NDC codes, or ICD-10-CM diagnosis codes. Uses two free, keyless NLM APIs: the Web Service (keyword search) and MedlinePlus Connect (code-based lookup).
skills/drug_labeling/medlineplus/SKILL.md on GitHub (opens in a new tab) -
openfda-human-drug
Query FDA drug labeling data via openFDA. Use whenever the user asks about drug prescribing information — indications, warnings, dosage, adverse reactions, contraindications, or administration routes. Supports single or batch lookup by brand/generic name or by indication/condition.
skills/drug_labeling/openfda/SKILL.md on GitHub (opens in a new tab) -
drugmechdb-query
Query the DrugMechDB drug mechanism-of-action database. Use whenever the user asks about drug mechanisms, drug-to-disease paths, biological targets of a drug, or wants to look up any biomedical entity (drug name, protein, disease, DrugBank ID, MESH ID, UniProt ID, GO term, etc.) in DrugMechDB.
skills/drug_mechanism/drugmechdb/SKILL.md on GitHub (opens in a new tab) -
gdsc
No description in the SKILL.md.
skills/drug_molecular_property/gdsc/SKILL.md on GitHub (opens in a new tab) -
ade_corpus
No description in the SKILL.md.
skills/drug_nlp/ade_corpus/SKILL.md on GitHub (opens in a new tab) -
cadec-query
Query the CADEC (CSIRO Adverse Drug Event Corpus). Use whenever the user asks about adverse drug event mentions in consumer health text, entity annotations from patient forum posts, MedDRA/SNOMED-CT normalised ADR spans, or wants to look up drugs, symptoms, or coded entities in the CADEC corpus.
skills/drug_nlp/cadec/SKILL.md on GitHub (opens in a new tab) -
ddi_corpus
No description in the SKILL.md.
skills/drug_nlp/ddi_corpus/SKILL.md on GitHub (opens in a new tab) -
drugprot
No description in the SKILL.md.
skills/drug_nlp/drugprot/SKILL.md on GitHub (opens in a new tab) -
phee-query
Query the PHEE pharmacovigilance event extraction dataset. Use whenever the user asks about annotated adverse drug events, pharmacovigilance case reports, drug–effect associations from medical literature, or wants to find PHEE examples mentioning a drug name, adverse effect, or condition.
skills/drug_nlp/phee/SKILL.md on GitHub (opens in a new tab) -
psytar-query
Query the PsyTAR psychiatric adverse-reaction corpus. Use when the user asks about patient-reported ADRs, withdrawal symptoms, drug indications, or effectiveness for Zoloft, Lexapro, Cymbalta, or Effexor XR. Accepts drug names (brand or generic), symptom terms, or UMLS CUIs.
skills/drug_nlp/psytar/SKILL.md on GitHub (opens in a new tab) -
tac2017-adr
Query TAC 2017 ADR annotated drug labels for adverse drug reactions. Use whenever the user asks about ADRs extracted from FDA drug labels, MedDRA-normalized adverse reactions, or wants to look up a drug name, ADR string, or MedDRA code in the TAC 2017 ADR corpus.
skills/drug_nlp/tac2017/SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.