Claude Code Skills

> Pharmaceutical research assistant for drug discovery workflows. Search bioactive compounds on ChEMBL, calculate drug-likeness (Lipinski Ro5, QED, TPSA, synthetic accessibility), look up drug-drug interactions via OpenFDA, interpret ADMET profiles, and assist with lead optimization. Use for medicinal chemistry questions, molecule property analysis, clinical pharmacology, and open-science drug research.

> Gym workout planner and nutrition tracker. Search 690+ exercises by muscle, equipment, or category via wger. Look up macros and calories for 380,000+ foods via USDA FoodData Central. Compute BMI, TDEE, one-rep max, macro splits, and body fat — pure Python, no pip installs. Built for anyone chasing gains, cutting weight, or just trying to eat better.

> Connect to a running NeuroSkill instance and incorporate the user's real-time cognitive and emotional state (focus, relaxation, mood, cognitive load, drowsiness, heart rate, HRV, sleep staging, and 40+ derived EXG scores) into responses. Requires a BCI wearable (Muse 2/S or OpenBCI) and the NeuroSkill desktop app running locally.

A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.

Senior FDA consultant and specialist for medical device companies including HIPAA compliance and requirement management. Provides FDA pathway expertise, QSR compliance, cybersecurity guidance, and regulatory submission support. Use for FDA submission planning, QSR compliance assessments, HIPAA evaluations, and FDA regulatory strategy development.

EU MDR 2017/745 regulation specialist and consultant for medical device requirement management. Provides comprehensive MDR compliance expertise, gap analysis, technical documentation guidance, clinical evidence requirements, and post-market surveillance implementation. Use for MDR compliance assessment, classification decisions, technical file preparation, and regulatory requirement interpretation.

Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit expertise, audit program management, nonconformity identification, and corrective action verification. Use for internal audit planning, external audit preparation, audit execution, and audit follow-up activities.

ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation, maintenance, process optimization, and compliance expertise. Use for QMS design, documentation control, management review, internal auditing, corrective actions, and ISO 13485 certification activities.

Senior Regulatory Affairs Manager expertise for HealthTech and MedTech companies. Provides strategic regulatory guidance, submission management, regulatory pathway analysis, global compliance coordination, and cross-functional team leadership. Use for regulatory strategy development, submission planning, regulatory risk assessment, and team coordination activities.

Use when designing a prospective clinical study before submission — selecting and classifying endpoints (primary / key-secondary / exploratory, with surrogate-endpoint flagging), estimating sample size and power for two-arm designs (means / proportions / survival), or scoring a study plan for feasibility and a GO / GO-WITH-CONDITIONS / REDESIGN / NO-GO phase-gate decision. Every output is an ESTIMATE plus a named human owner (clinician / biostatistician / regulatory owner) — never clinical fact,

/cs:fda-qsr-audit-prep <scope> — FDA 21 CFR 820 (QSR / QMSR) audit 6-question forcing interrogation. Post-Feb 2026 substantially harmonized with ISO 13485. Use before annual internal QSR audit, pre-FDA-inspection readiness, or Form 483 response.

/cs:iso13485-audit-prep <scope> — ISO 13485 QMS audit 6-question forcing interrogation. Design controls + CAPA + post-market focused. Use before Clause 8.2.4 internal audit, MDR / FDA QSR alignment review, or product-launch DHF closure audit.

Router/index for the 15 regulatory & quality-management skills bundled in this plugin (ISO 13485 QMS, EU MDR 2017/745, FDA submissions under QMSR, ISO 14971 risk, CAPA, document control, ISO 27001/ISMS, ISO 42001 AIMS, EU AI Act, GDPR/DSGVO, SOC 2, auditing). Use when a compliance request doesn't obviously match one skill and you need to pick the right one (e.g., 'prepare us for an ISO 13485 audit', 'is my AI system high-risk under the AI Act').

| 倪海厦（1954-2012）的经方临床思维框架——**中医临床思维导师**。基于 1,933 行一手与权威二手研究提炼 （覆盖 6 个维度、120+ 来源、15 个临床医案、6 对内在张力、8 条 caricature 警告）， 包含 5 个核心心智模型（阴阳-六经二元决断、阴实-阳气疾病模型、重剂救命、西医潘朵拉盒子、经典原文权威）、 8 条决策启发式和完整的"倪氏四拍"表达 DNA。 帮学习者建立"阴阳—六经—方证—剂量—西医介入史"五维一体的临床思维，看懂经方处方逻辑， 理解倪海厦方法论的现代价值与争议边界。 **核心触发词**： 视角类——"用倪海厦的视角""倪师会怎么看""倪海厦怎么想""切换到倪海厦""倪师怎么说" 经方类——"经方""经方派""汉唐经方""倪海厦经方""人纪" 经典类——"伤寒论""金匮要略""黄帝内经""神农本草经""五部经典" 方法类——"阴阳辨证""六经辨证""方证相应""阴实""阳气""重剂""治癌九法" 证型类——"太阳病""阳明病""少阳病""太阴病""少阴病""厥阴病""坏病""救逆""变证" 急症类——"中风急救""心脏病急救""渐冻人

| 唐代「药王」孙思邈的临床思维框架与表达方式。基于 3,200 行一手与权威二手研究提炼， 覆盖 6 个维度、5 朝代评价（唐/宋/金元/明清/现代）、30+ 一手文献、100+ 条原文引用、 10 个经典医案、5 个关键决策。包含 9 个核心心智模型、12 条决策启发式和完整的医古文表达 DNA。 用途：作为中医临床思维顾问，用孙思邈的视角分析辨证思路、审视临床决策、 提供食疗与养生建议、讨论医德与患者沟通。 触发词： 视角类——「用孙思邈的视角」「药王会怎么看」「孙真人怎么看」「切换到药王」 经典类——「千金要方」「千金翼方」「大医精诚」「大医习业」「新修本草」 方剂类——「温胆汤」「独活寄生汤」「苇茎汤」「犀角地黄汤」「耆婆万病丸」「小续命汤」「治中汤」「谷白皮粥」「小竹沥汤」「无比薯蓣丸」「七子散」「紫石门冬丸」「食疟」（这些方剂原出《千金方》，可被直接问及） 方法类——「脏腑寒热虚实」「以方类证」「方证同条」「胆大心小」「智圆行方」「杂合以治」 医德类——「大医精诚」「普同一等」「苍生大医」「含灵巨贼」「大慈恻隐」「普救含灵」「医德」「医患沟通」 养生类——「食疗」「十二少

| 张仲景（东汉末"医圣"）的辨证论治思维框架——**中医临床思维导师**。基于 4,351 行一手与权威二手研究提炼 （覆盖 6 个维度、19 位医家评价、130 余条文证、16 个临床医案），包含 5 个核心心智模型 （观其脉证三段式决策、方证相应、六经为纲、见病知源、保胃气存津液）、8 条决策启发式和完整的医古文表达 DNA。 帮学习者建立"病—脉—证—治"四位一体的辨证思维，看懂经方处方逻辑，理解仲景方法论的现代价值。 **核心触发词**： 视角类——"用张仲景的视角""仲景怎么看""医圣会怎么想""切换到张仲景" 经典类——"伤寒论""金匮要略""伤寒杂病论""经方""经方派""经方临床" 方法类——"六经辨证""方证相应""观其脉证""随证治之""知犯何逆""见病知源""保胃气""存津液" 证型类——"太阳病""阳明病""少阳病""太阴病""少阴病""厥阴病""坏病""救逆""变证" 场景类——"用经方的逻辑""如果仲景会怎么开方""帮我用张仲景的思路分析" 隐式触发——用户描述症状群（头项强痛、恶寒、脉浮紧）+ 询问"这是什么病/怎么治"时主动建议 **不触发**（避免误

Runs a budget-aware agent-assisted engineering health audit for instruction/config drift, hooks/MCP, verifier surfaces, and AI maintainability. Use when users ask in any language to audit Claude, Codex, Pi, agent instructions, MCP or hooks, verifier coverage, or AI-maintainability drift. Not for debugging application code or reviewing PRs.

Use when the user asks for nearby Korean emergency rooms, 응급실, ER, or emergency bed/병상 status near a location. Ask for the user's current location first unless a location was already provided.

강남언니 공개 검색 페이지에서 성형외과·피부과 병원 후보, 평점, 리뷰 수, 지원 언어, 공개 병원 링크를 조회한다.

식약처 공공 OpenAPI를 k-skill-proxy 경유로 조회하기 전에 증상·복용상황을 반드시 되묻는 인터뷰형 의약품 안전 체크 스킬.

식약처/식품안전나라 공개 표면을 k-skill-proxy 경유로 조회하기 전에 증상·섭취상황을 반드시 되묻는 인터뷰형 식품 안전 체크 스킬.

국민건강보험공단 장기요양기관과 건강검진기관 검색 API를 k-skill-proxy 경유로 조회한다. 조회 전용.

<!-- COPYRIGHT NOTICE This file is part of the "Universal Biomedical Skills" project. Copyright c 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu All Rights Reserved. This code is proprietary and confidential. Unauthorized copying of this file, via any medium is strictly prohibited. Provenance:

<!-- COPYRIGHT NOTICE This file is part of the "Universal Biomedical Skills" project. Copyright c 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu All Rights Reserved. This code is proprietary and confidential. Unauthorized copying of this file, via any medium is strictly prohibited. Provenance:

AI驱动的综合健康分析系统，整合多维度健康数据、识别异常模式、预测健康风险、提供个性化建议。支持智能问答和AI健康报告生成。

> Validate protein designs using AlphaFold2 structure prediction. Use this skill when: (1) Validating designed sequences fold correctly, (2) Predicting binder-target complex structures, (3) Calculating confidence metrics (pLDDT, pTM, ipTM), (4) Self-consistency validation of designs, (5) Multi-chain complex prediction with AlphaFold-Multimer. For faster single-chain prediction, use esm. For QC thresholds, use protein-qc.

<!-- COPYRIGHT NOTICE This file is part of the "Universal Biomedical Skills" project. Copyright c 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu All Rights Reserved. This code is proprietary and confidential. Unauthorized copying of this file, via any medium is strictly prohibited. Provenance:

<!-- COPYRIGHT NOTICE This file is part of the "Universal Biomedical Skills" project. Copyright c 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu All Rights Reserved. This code is proprietary and confidential. Unauthorized copying of this file, via any medium is strictly prohibited. Provenance:

<!-- COPYRIGHT NOTICE This file is part of the "Universal Biomedical Skills" project. Copyright c 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu All Rights Reserved. This code is proprietary and confidential. Unauthorized copying of this file, via any medium is strictly prohibited. Provenance:

> Guidance for SPR and BLI binding characterization experiments. Use when: (1) Planning binding kinetics experiments, (2) Troubleshooting poor/no binding signal, (3) Interpreting kinetic data artifacts, (4) Choosing between SPR vs BLI platforms.

Query BindingDB for measured drug-target binding affinities (Ki, Kd, IC50, EC50). Search by target (UniProt ID), compound (SMILES/name), or pathogen. Essential for drug discovery, lead optimization, polypharmacology analysis, and structure-activity relationship (SAR) studies.

Predicts ADMET properties using ADMETlab 3.0 API or DeepChem models. Estimates bioavailability, CYP inhibition, hERG liability, and 119 toxicity endpoints with uncertainty quantification. Filters for PAINS and other structural alerts. Use when filtering compounds for drug-likeness or prioritizing leads by predicted safety.

<!-- COPYRIGHT NOTICE This file is part of the "Universal Biomedical Skills" project. Copyright c 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu All Rights Reserved. This code is proprietary and confidential. Unauthorized copying of this file, via any medium is strictly prohibited. Provenance:

<!-- COPYRIGHT NOTICE This file is part of the "Universal Biomedical Skills" project. Copyright c 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu All Rights Reserved. This code is proprietary and confidential. Unauthorized copying of this file, via any medium is strictly prohibited. Provenance:

<!-- COPYRIGHT NOTICE This file is part of the "Universal Biomedical Skills" project. Copyright c 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu All Rights Reserved. This code is proprietary and confidential. Unauthorized copying of this file, via any medium is strictly prohibited. Provenance:

Identify likely causal variants within GWAS loci using SuSiE for sum of single effects regression and FINEMAP for shotgun stochastic search. Computes posterior inclusion probabilities and credible sets to prioritize variants for functional follow-up. Use when narrowing GWAS association signals to candidate causal variants or building credible sets for functional validation.

Decompose genetic effects into direct and indirect paths through mediating variables using the mediation R package. Tests whether gene expression, methylation, or other molecular phenotypes mediate the effect of genetic variants on disease. Use when testing whether a molecular phenotype mediates the genotype-to-phenotype relationship.

Detect and correct for horizontal pleiotropy in Mendelian randomization analyses using MR-PRESSO for outlier removal, MR-Egger regression for directional pleiotropy, and Steiger filtering for variant directionality. Use when validating MR results, detecting pleiotropic instruments, or running sensitivity analyses for causal inference.

Query ClinVar for variant pathogenicity classifications, review status, and disease associations via REST API or local VCF. Use when determining clinical significance of variants for diagnostic or research purposes.

Query dbSNP for rsID lookups, variant annotations, and cross-references to other databases. Use when mapping between rsIDs and genomic coordinates or retrieving basic variant information.

Query gnomAD for population allele frequencies to assess variant rarity. Use when filtering variants by population frequency for rare disease analysis or determining if a variant is common in the general population.

Call HLA alleles from NGS data using OptiType, HLA-HD, or arcasHLA for immunogenomics applications. Use when determining HLA genotype for transplant matching, neoantigen prediction, or pharmacogenomic screening.