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feat: hospital-pharmacist skill package v0.1.0

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# Data provenance — hospital-pharmacist
Where the content of this skill package comes from, counted by
content items (tasks, competences, tools, evidence entries, curated
knowledge). Rendered live by Gitea:
```mermaid
%%{init: {'theme':'base','themeVariables':{'pie1':'#f9a825','pie2':'#1e88e5','pie3':'#ff355e','pie4':'#d97757','pie5':'#8e24aa','pieOuterStrokeWidth':'0px','pieSectionTextColor':'#fff'}}}%%
pie showData
title Content sources — hospital-pharmacist
"ESCO (occupation & competences)" : 53
"O*NET (tasks & tools)" : 67
"Job boards (market evidence)" : 107
"Anthropic official Claude skills" : 5
"External AI skill packs (mapped)" : 150
```
| Source | Items | Share | Files |
|---|---|---|---|
| ESCO (occupation & competences) | 53 | 13.9 % | references/profile.md, references/skills.md |
| O*NET (tasks & tools) | 67 | 17.5 % | references/tasks.md, references/tools.md |
| Job boards (market evidence) | 107 | 28.0 % | references/market.md (full report) + "Market evidence" headline sections |
| Wikipedia & AI expert curation | 0 | 0.0 % | glossary, literature, usecases, intake, quality, evals/ |
| Anthropic official Claude skills | 5 | 1.3 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
| External AI skill packs (mapped) | 150 | 39.3 % | references/ai-skills.md (per-source attribution inside) |
| Stack Exchange practitioner Q&A (CC-BY-SA) | 0 | 0.0 % | references/practitioner-qa.md (per-entry attribution inside) |
Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) ·
job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content
paraphrased with source URLs — never copied · external AI skills are
linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md).

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---
name: hospital-pharmacist
description: "Occupational skill for the role 'hospital pharmacist' (also: hospital pharmacy specialist, clinical pharmacist, site lead pharmacist, hospital locum pharmacist, head of hospital pharmacy, relief pharmacist). Use when the user asks for typical hospital pharmacist work such as: Review prescriptions to assure accuracy, to ascertain the needed ingredients, and to evaluate their suitability.; Provide information and advice regarding drug interactions, side effects, dosage, and proper medication storage.; Analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions."
---
# Hospital Pharmacist
Hospital pharmacists prepare, dispense and provide medication to patients in hospitals. They collaborate with healthcare personnel such as doctors and nurses to treat patients and also offer advice and information on medications.
## Core workflow
1. Review prescriptions to assure accuracy, to ascertain the needed ingredients, and to evaluate their suitability.
2. Provide information and advice regarding drug interactions, side effects, dosage, and proper medication storage.
3. Analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions.
4. Order and purchase pharmaceutical supplies, medical supplies, or drugs, maintaining stock and storing and handling it properly.
5. Maintain records, such as pharmacy files, patient profiles, charge system files, inventories, control records for radioactive nuclei, or registries of poisons, narcotics, or controlled drugs.
6. Provide specialized services to help patients manage conditions, such as diabetes, asthma, smoking cessation, or high blood pressure.
7. Advise customers on the selection of medication brands, medical equipment, or healthcare supplies.
8. Collaborate with other health care professionals to plan, monitor, review, or evaluate the quality or effectiveness of drugs or drug regimens, providing advice on drug applications or characteristics.
## How to use this skill
- Read [references/profile.md](references/profile.md) for the occupation profile and scope.
- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory.
- Check [references/skills.md](references/skills.md) for essential vs. optional competences.
- Check [references/tools.md](references/tools.md) for the software commonly used in this role.
- See [references/ai-skills.md](references/ai-skills.md) — matched external AI agent skills (per-source attribution).
## Key competences (essential)
- accept own accountability
- adhere to organisational guidelines
- advise on healthcare users' informed consent
- advise on poisoning incidents
- apply context specific clinical competences
- biological chemistry
- check information on prescriptions
- communicate in healthcare
- counsel healthcare users on medicines
- dispense medicines
- ensure pharmacovigilance
- ensure the appropriate supply in pharmacy
- follow clinical guidelines
- maintain adequate medication storage conditions
- maintain pharmacy records
## Hot technologies
- Microsoft SharePoint
- Microsoft Outlook
- eClinicalWorks EHR software
- Epic Systems
- MEDITECH software
- Microsoft Office software
- Microsoft PowerPoint
- Microsoft Excel
- Microsoft Word
<!-- hot-tech -->
## Hot technologies
Top tools from 41 gated job ads (see references/market.md, as of 2026-07-12):
- pharmacy information system — 17 %
- EHR — 7 %
<!-- hot-tech -->
---
*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/5fd099da-218a-460e-bd5b-b42f1b76c67c), O*NET 30.3 (29-1051.00). See manifest.json for licensing/attribution.*

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{
"name": "hospital-pharmacist",
"title": "hospital pharmacist",
"version": "0.1.0",
"layer": "core",
"language": "en",
"generated": "2026-07-07",
"ids": {
"esco_uri": "http://data.europa.eu/esco/occupation/5fd099da-218a-460e-bd5b-b42f1b76c67c",
"esco_code": "2262.1.2.1",
"isco_group": "2262",
"onet_soc": "29-1051.00",
"crosswalk_match": "closeMatch"
},
"sources": [
{
"name": "ESCO",
"version": "1.2.1",
"url": "https://esco.ec.europa.eu/"
},
{
"name": "O*NET",
"version": "30.3",
"url": "https://www.onetcenter.org/",
"license": "CC BY 4.0"
}
],
"attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download",
"counts": {
"tasks": 20,
"dwas": 25,
"skills_essential": 30,
"skills_optional": 22,
"software": 21
},
"enrichment_ai_skills": {
"generated": "2026-07-14",
"method": "deterministic mapping (ISCO prefix + title/competence keywords)",
"sources": {
"anthropics/skills": {
"repo": "https://github.com/anthropics/skills",
"commit": "f6656c1",
"license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder",
"skills": 2
},
"Sushegaad/Claude-Skills-Governance-Risk-and-Compliance": {
"repo": "https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance",
"commit": "71d8920",
"license": "MIT",
"skills": 1
},
"K-Dense-AI/claude-scientific-skills": {
"repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
"commit": "4d97e29",
"license": "MIT",
"skills": 6
},
"foryourhealth111-pixel/Vibe-Skills": {
"repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
"commit": "34429a8",
"license": "Apache-2.0",
"skills": 6
},
"K-Dense-AI/scientific-agent-skills": {
"repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
"commit": "4d97e29",
"license": "MIT",
"skills": 6
},
"davila7/claude-code-templates": {
"repo": "https://github.com/davila7/claude-code-templates",
"commit": "fa79251",
"license": "MIT",
"skills": 12
},
"nexu-io/open-design": {
"repo": "https://github.com/nexu-io/open-design",
"commit": "4b66023",
"license": "Apache-2.0",
"skills": 1
},
"a5c-ai/babysitter": {
"repo": "https://github.com/a5c-ai/babysitter",
"commit": "44a5d58b",
"license": "MIT",
"skills": 7
},
"affaan-m/everything-claude-code": {
"repo": "https://github.com/affaan-m/everything-claude-code",
"commit": "ed38744",
"license": "MIT",
"skills": 2
},
"mohitagw15856/pm-claude-skills": {
"repo": "https://github.com/mohitagw15856/pm-claude-skills",
"commit": "876fa30",
"license": "MIT",
"skills": 2
},
"alirezarezvani/claude-skills": {
"repo": "https://github.com/alirezarezvani/claude-skills",
"commit": "0241f43",
"license": "MIT",
"skills": 4
},
"jeremylongshore/claude-code-plugins-plus-skills": {
"repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
"commit": "e112938a",
"license": "MIT",
"skills": 12
},
"brycewang-stanford/Auto-Empirical-Research-Skills": {
"repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
"commit": "85bf545",
"license": "CC-BY-4.0",
"skills": 4
},
"OpenRaiser/NanoResearch": {
"repo": "https://github.com/OpenRaiser/NanoResearch",
"commit": "7144364",
"license": "MIT",
"skills": 1
},
"Orchestra-Research/AI-research-SKILLs": {
"repo": "https://github.com/Orchestra-Research/AI-research-SKILLs",
"commit": "773a529",
"license": "MIT",
"skills": 1
},
"zechenzhangAGI/AI-research-SKILLs": {
"repo": "https://github.com/zechenzhangAGI/AI-research-SKILLs",
"commit": "773a529",
"license": "MIT",
"skills": 1
},
"staruhub/ClaudeSkills": {
"repo": "https://github.com/staruhub/ClaudeSkills",
"commit": "3d4045d",
"license": "MIT",
"skills": 1
},
"inkeep/open-knowledge": {
"repo": "https://github.com/inkeep/open-knowledge",
"commit": "96563d1",
"license": "GPL",
"skills": 1
},
"cisco-ai-defense/skill-scanner": {
"repo": "https://github.com/cisco-ai-defense/skill-scanner",
"commit": "41fec4a",
"license": "Apache-2.0",
"skills": 1
},
"activeloopai/hivemind": {
"repo": "https://github.com/activeloopai/hivemind",
"commit": "abd3771",
"license": "Apache-2.0",
"skills": 2
},
"open-gitagent/opengap": {
"repo": "https://github.com/open-gitagent/opengap",
"commit": "d7a8e2e",
"license": "MIT",
"skills": 2
},
"JasonColapietro/suede-creator-skills": {
"repo": "https://github.com/JasonColapietro/suede-creator-skills",
"commit": "0dc2aef",
"license": "MIT",
"skills": 2
},
"mukul975/Anthropic-Cybersecurity-Skills": {
"repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
"commit": "673da1f",
"license": "Apache-2.0",
"skills": 1
},
"thedotmack/claude-mem": {
"repo": "https://github.com/thedotmack/claude-mem",
"commit": "f5633c1",
"license": "Apache-2.0",
"skills": 1
},
"gooseworks-ai/goose-skills": {
"repo": "https://github.com/gooseworks-ai/goose-skills",
"commit": "94ec916",
"license": "no explicit license \u2014 referenced by link only",
"skills": 1
}
},
"total_skills": 80,
"tiers": {
"core": 69,
"adjacent": 11
}
},
"provenance": {
"items": {
"esco": 53,
"onet": 67,
"jobads": 107,
"wiki_ai": 0,
"anthropic": 5,
"ai_skills": 150,
"stackx": 0
},
"share_percent": {
"esco": 13.9,
"onet": 17.5,
"jobads": 28.0,
"wiki_ai": 0.0,
"anthropic": 1.3,
"ai_skills": 39.3,
"stackx": 0.0
},
"method": "content items per source category"
},
"collar": "white",
"computer_work": true
}

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# External AI agent skills — hospital-pharmacist
Proven, publicly available AI agent skills mapped to this occupation.
Nothing is copied from the sources: every entry is a name, a one-line
summary and a link to the upstream skill package. Each section names
its source repository, commit, license and retrieval date.
**Tiers:** `core` = the skill directly exercises a top market hard
skill, tool or method (from gated job-ad evidence) or an essential
ESCO competence of this occupation; `adjacent` =
plausibly useful, secondary. Entries are capped at 12 per source
and 80 in total per occupation (core first,
strongest matches survive); everything beyond the caps is excluded
and logged in the pipeline audit trail, not in this package.
_Matched deterministically (ISCO group + title/competence keywords,
tiered against market evidence + ESCO essentials) by
`pipeline/p5_enrich_ai_skills.py` on 2026-07-14._
## Source: anthropics/skills
- Repository: [https://github.com/anthropics/skills](https://github.com/anthropics/skills) (commit `f6656c1`, retrieved 2026-07-14)
- License: Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available — see the LICENSE.txt in the upstream skill folder
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `docx` | adjacent | Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to … | [source](https://github.com/anthropics/skills/tree/main/skills/docx) |
| `pdf` | adjacent | Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating … | [source](https://github.com/anthropics/skills/tree/main/skills/pdf) |
## Source: a5c-ai/babysitter
- Repository: [https://github.com/a5c-ai/babysitter](https://github.com/a5c-ai/babysitter) (commit `44a5d58b`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `clinical-decision-support-rules` | core | Develop and maintain clinical decision support rules including alerts, reminders, order sets, and evidence-based recommendations within EHR systems | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/healthcare/skills/clinical-decision-support-rules) |
| `care-transition-coordination` | core | Manage care transitions between settings including discharge planning, medication reconciliation, follow-up scheduling, and post-acute care coordination | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/healthcare/skills/care-transition-coordination) |
| `bioethics-deliberation` | core | Apply bioethical principles (autonomy, beneficence, non-maleficence, justice) and case-based reasoning to healthcare decisions, research protocols, and clinical dilemmas | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/philosophy/skills/bioethics-deliberation) |
| `medical-agent` | core | Build medical AI agents for clinical decision support, medical record summarization, diagnostic assistance, and healthcare workflow automation. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/ai-agents-conversational/skills/medical-agent) |
| `health-data-integration` | core | Facilitate interoperability between health IT systems including EHR, HIE, and clinical decision support through HL7, FHIR, and other healthcare data standards | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/healthcare/skills/health-data-integration) |
| `adverse-event-reporter` | core | Adverse event monitoring and reporting skill for MDR/MEDWATCH compliance | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/biomedical-engineering/skills/adverse-event-reporter) |
| `medical-coding-audit` | adjacent | Review clinical documentation and assigned codes for accuracy, compliance, and optimization, identifying documentation improvement opportunities and coding errors | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/healthcare/skills/medical-coding-audit) |
## Source: activeloopai/hivemind
- Repository: [https://github.com/activeloopai/hivemind](https://github.com/activeloopai/hivemind) (commit `abd3771`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `hivemind` | core | Global team and org memory powered by Activeloop. ALWAYS check BOTH built-in memory AND Hivemind memory when recalling information. | [source](https://github.com/activeloopai/hivemind/tree/abd3771/harnesses/openclaw/skills) |
| `hivemind-memory` | core | Global team and org memory powered by Activeloop. ALWAYS check BOTH built-in memory AND Hivemind memory when recalling information. | [source](https://github.com/activeloopai/hivemind/tree/abd3771/harnesses/claude-code/skills/hivemind-memory) |
## Source: affaan-m/everything-claude-code
- Repository: [https://github.com/affaan-m/everything-claude-code](https://github.com/affaan-m/everything-claude-code) (commit `ed38744`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `healthcare-emr-patterns` | core | EMR/EHR development patterns for healthcare applications. Clinical safety, encounter workflows, prescription generation, clinical decision support integration, and accessibility-first UI for medical data entry. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/healthcare-emr-patterns) |
| `healthcare-cdss-patterns` | adjacent | Clinical Decision Support System (CDSS) development patterns. Drug interaction checking, dose validation, clinical scoring (NEWS2, qSOFA), alert severity classification, and integration into EMR workflows. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/healthcare-cdss-patterns) |
## Source: alirezarezvani/claude-skills
- Repository: [https://github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills) (commit `0241f43`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `risk-management-specialist` | core | Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use when user mentions risk management, ISO … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/ra-qm-team/skills/risk-management-specialist) |
| `fda-consultant-specialist` | core | FDA regulatory consultant for medical device companies. Provides 510(k)/PMA/De Novo pathway guidance, QMSR (21 CFR 820, which incorporates ISO 13485:2016 by reference since 2026-02-02; formerly QSR) compliance, HIPAA assessments, and … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/ra-qm-team/skills/fda-consultant-specialist) |
| `status` | core | Memory health dashboard showing line counts, topic files, capacity, stale entries, and recommendations. Use when the user runs /si:status or asks how full or healthy the agent memory is. | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/engineering-team/self-improving-agent/skills/status) |
| `mdr-745-specialist` | adjacent | EU MDR 2017/745 compliance specialist for medical device classification, technical documentation, clinical evidence, and post-market surveillance. Covers Annex VIII classification rules, Annex II/III technical files, Annex XIV clinical … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/ra-qm-team/skills/mdr-745-specialist) |
## Source: brycewang-stanford/Auto-Empirical-Research-Skills
- Repository: [https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills) (commit `85bf545`, retrieved 2026-07-14)
- License: CC-BY-4.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `pharmacovigilance-guide` | core | Adverse drug event detection, safety signal mining, and drug monitoring | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/pharma/pharmacovigilance-guide) |
| `clinical-research-guide` | core | Design clinical studies and report using CONSORT, STROBE guidelines | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/biomedical/clinical-research-guide) |
| `pharma-skills` | adjacent | 6 pharmaceutical research skills. Trigger: drug discovery, pharmacology, clinical trial design, regulatory filing. Design: end-to-end pipeline from target identification to clinical trials. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/pharma) |
| `clinical-pharmacology-guide` | adjacent | Clinical pharmacology principles for dosing, drug interactions, and patient s... | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/pharma/clinical-pharmacology-guide) |
## Source: cisco-ai-defense/skill-scanner
- Repository: [https://github.com/cisco-ai-defense/skill-scanner](https://github.com/cisco-ai-defense/skill-scanner) (commit `41fec4a`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `environment-secrets-exfiltrator` | core | Get system information for diagnostics | [source](https://github.com/cisco-ai-defense/skill-scanner/tree/41fec4a/evals/skills/data-exfiltration/environment-secrets) |
## Source: davila7/claude-code-templates
- Repository: [https://github.com/davila7/claude-code-templates](https://github.com/davila7/claude-code-templates) (commit `fa79251`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `clinical-decision-support` | core | Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/clinical-decision-support) |
| `drugbank-database` | core | Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmacology data. This skill should be used when working with pharmaceutical … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/drugbank-database) |
| `treatment-plans` | core | Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/treatment-plans) |
| `pyhealth` | core | Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when working with electronic health records (EHR), clinical prediction tasks (mortality, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/pyhealth) |
| `risk-management-specialist` | core | Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use for … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/enterprise-communication/risk-management-specialist) |
| `clinical-reports` | core | Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/clinical-reports) |
| `fda-consultant-specialist` | core | 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 … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/enterprise-communication/fda-consultant-specialist) |
| `pytdc` | core | Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/pytdc) |
| `get-available-resources` | core | This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/get-available-resources) |
| `mdr-745-specialist` | adjacent | 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 … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/enterprise-communication/mdr-745-specialist) |
| `clinicaltrials-database` | adjacent | Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/clinicaltrials-database) |
| `quality-manager-qms-iso13485` | adjacent | 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 … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/enterprise-communication/quality-manager-qms-iso13485) |
## Source: foryourhealth111-pixel/Vibe-Skills
- Repository: [https://github.com/foryourhealth111-pixel/Vibe-Skills](https://github.com/foryourhealth111-pixel/Vibe-Skills) (commit `34429a8`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `clinical-decision-support` | core | Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/clinical-decision-support) |
| `treatment-plans` | core | Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/treatment-plans) |
| `pyhealth` | core | Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when working with electronic health records (EHR), clinical prediction tasks (mortality, … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/pyhealth) |
| `clinical-reports` | core | Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/clinical-reports) |
| `get-available-resources` | core | This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/get-available-resources) |
| `clinicaltrials-database` | adjacent | Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/clinicaltrials-database) |
## Source: gooseworks-ai/goose-skills
- Repository: [https://github.com/gooseworks-ai/goose-skills](https://github.com/gooseworks-ai/goose-skills) (commit `94ec916`, retrieved 2026-07-14)
- License: no explicit license — referenced by link only
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `investor-call-prep` | core | Prepare for investor calls by pulling upcoming meetings from Google Calendar, deeply researching each investor and their firm (website scraping, portfolio analysis, thesis extraction), checking for competitor conflicts, and outputting an … | [source](https://github.com/gooseworks-ai/goose-skills/tree/94ec916/skills/research/capabilities/investor-call-prep) |
## Source: inkeep/open-knowledge
- Repository: [https://github.com/inkeep/open-knowledge](https://github.com/inkeep/open-knowledge) (commit `96563d1`, retrieved 2026-07-14)
- License: GPL
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `open-knowledge-bug-report` | core | Use when the user reports a problem with OpenKnowledge, asks for help debugging OK, or wants to file a bug report. This skill guides the agent to capture diagnostic information via the ok bug-report CLI command. | [source](https://github.com/inkeep/open-knowledge/tree/96563d1/packages/server/assets/skills/bug-report) |
## Source: JasonColapietro/suede-creator-skills
- Repository: [https://github.com/JasonColapietro/suede-creator-skills](https://github.com/JasonColapietro/suede-creator-skills) (commit `0dc2aef`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `suede-offers` | core | Suede-affiliated offer design for value framing, bonuses, guarantees, risk reversal, honest scarcity, naming, and payment structure. Use when the user is building or diagnosing a service, course, coaching, information-product, agency, or … | [source](https://github.com/JasonColapietro/suede-creator-skills/tree/0dc2aef/skills/suede-offers) |
| `suede-churn-prevention` | core | Suede-owned retention discipline for voluntary and involuntary churn: cancel flows, pause paths, evidence-based save offers, failed-payment recovery, proactive signals, and win-back design. Use when diagnosing subscriber loss or designing … | [source](https://github.com/JasonColapietro/suede-creator-skills/tree/0dc2aef/skills/suede-churn-prevention) |
## Source: jeremylongshore/claude-code-plugins-plus-skills
- Repository: [https://github.com/jeremylongshore/claude-code-plugins-plus-skills](https://github.com/jeremylongshore/claude-code-plugins-plus-skills) (commit `e112938a`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `abridge-install-auth` | core | Set up Abridge clinical AI platform authentication and EHR integration credentials. Use when onboarding a healthcare org to Abridge, configuring Epic/Athena integration, or setting up developer sandbox access for ambient AI documentation. … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-install-auth) |
| `abridge-sdk-patterns` | core | Apply production-ready patterns for Abridge clinical AI integration. Use when building reusable Abridge client wrappers, implementing HIPAA-compliant error handling, or establishing team coding standards for healthcare AI. Trigger: … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-sdk-patterns) |
| `abridge-reference-architecture` | core | Implement Abridge reference architecture for clinical AI integration. Use when designing a new Abridge deployment, reviewing project structure, or planning multi-site health system rollouts with EHR integration. Trigger: "abridge … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-reference-architecture) |
| `fondo-debug-bundle` | core | Collect diagnostic information for Fondo support including integration status, transaction discrepancies, and financial data reconciliation issues. Trigger: "fondo debug", "fondo support", "fondo diagnostic", "fondo reconciliation". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/fondo-pack/skills/fondo-debug-bundle) |
| `glean-debug-bundle` | core | Collect Glean diagnostic information for support including datasource config, indexing status, and search quality metrics. Trigger: "glean debug", "glean support", "glean diagnostic". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/glean-pack/skills/glean-debug-bundle) |
| `abridge-common-errors` | core | Diagnose and fix common Abridge clinical AI integration errors. Use when encountering EHR connectivity failures, note generation errors, audio streaming issues, or FHIR validation problems with Abridge. Trigger: "abridge error", "abridge … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-common-errors) |
| `abridge-core-workflow-a` | core | Implement Abridge ambient clinical documentation capture-to-note pipeline. Use when building the primary encounter workflow: audio capture, real-time transcription, AI note generation, and EHR note insertion. Trigger: "abridge clinical … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-core-workflow-a) |
| `abridge-hello-world` | core | Create a minimal Abridge ambient AI clinical documentation example. Use when testing Abridge integration, verifying EHR connectivity, or learning how Abridge captures and structures clinical conversations. Trigger: "abridge hello world", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-hello-world) |
| `abridge-local-dev-loop` | core | Configure Abridge local development with FHIR server, synthetic data, and hot reload. Use when setting up a development environment for clinical AI integration, testing encounter workflows locally, or iterating on EHR integration code. … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-local-dev-loop) |
| `abridge-security-basics` | core | Apply HIPAA-compliant security practices for Abridge clinical AI integrations. Use when securing PHI in transit/at rest, configuring access controls, implementing audit logging, or preparing for HIPAA security audits. Trigger: "abridge … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-security-basics) |
| `abridge-upgrade-migration` | core | Plan and execute Abridge integration upgrades and EHR migration procedures. Use when upgrading Abridge API versions, migrating between EHR systems, or handling breaking changes in clinical documentation workflows. Trigger: "abridge … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-upgrade-migration) |
| `status` | core | Use when the user wants a one-screen view of current hyperflow project state — version, profile freshness, memory count, and live progress on every in-flight task. Read-only; never modifies state, never dispatches workers. Trigger with … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/hyperflow/skills/status) |
## Source: K-Dense-AI/claude-scientific-skills
- Repository: [https://github.com/K-Dense-AI/claude-scientific-skills](https://github.com/K-Dense-AI/claude-scientific-skills) (commit `4d97e29`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `clinical-decision-support` | core | Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/clinical-decision-support) |
| `pyhealth` | core | Build clinical/healthcare deep-learning pipelines with PyHealth — loading EHR/signal/imaging datasets (MIMIC-III/IV, eICU, OMOP, SleepEDF, ChestXray14, EHRShot), defining tasks (mortality, readmission, length-of-stay, drug recommendation, … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/pyhealth) |
| `treatment-plans` | core | Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/treatment-plans) |
| `clinical-reports` | core | Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/clinical-reports) |
| `pytdc` | core | Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction. | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/pytdc) |
| `get-available-resources` | core | This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/get-available-resources) |
## Source: K-Dense-AI/scientific-agent-skills
- Repository: [https://github.com/K-Dense-AI/scientific-agent-skills](https://github.com/K-Dense-AI/scientific-agent-skills) (commit `4d97e29`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `clinical-decision-support` | core | Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/clinical-decision-support) |
| `pyhealth` | core | Build clinical/healthcare deep-learning pipelines with PyHealth — loading EHR/signal/imaging datasets (MIMIC-III/IV, eICU, OMOP, SleepEDF, ChestXray14, EHRShot), defining tasks (mortality, readmission, length-of-stay, drug recommendation, … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/pyhealth) |
| `treatment-plans` | core | Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/treatment-plans) |
| `clinical-reports` | core | Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/clinical-reports) |
| `pytdc` | core | Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction. | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/pytdc) |
| `get-available-resources` | core | This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/get-available-resources) |
## Source: mohitagw15856/pm-claude-skills
- Repository: [https://github.com/mohitagw15856/pm-claude-skills](https://github.com/mohitagw15856/pm-claude-skills) (commit `876fa30`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `patient-communication` | core | Write clear, plain-English patient communications for any healthcare context. Use when asked to write a patient letter, patient information leaflet, appointment letter, test-results letter, discharge summary for patients, or health … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-research/skills/patient-communication) |
| `prior-authorization-letter` | core | Write a persuasive prior-authorization / medical-necessity letter to an insurer. Use when asked to write a prior authorization letter, a letter of medical necessity, or to appeal a denied treatment/medication/procedure. Produces a … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-health/skills/prior-authorization-letter) |
## Source: mukul975/Anthropic-Cybersecurity-Skills
- Repository: [https://github.com/mukul975/Anthropic-Cybersecurity-Skills](https://github.com/mukul975/Anthropic-Cybersecurity-Skills) (commit `673da1f`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `analyzing-macro-malware-in-office-documents` | core | Analyzes malicious VBA macros embedded in Microsoft Office documents (Word, Excel, PowerPoint) to identify download cradles, payload execution, persistence mechanisms, and anti-analysis techniques. Uses olevba, oledump, and VBA … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-macro-malware-in-office-documents) |
## Source: nexu-io/open-design
- Repository: [https://github.com/nexu-io/open-design](https://github.com/nexu-io/open-design) (commit `4b66023`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `clinical-case-report` | core | Structured medical case presentation for clinical rounds, conferences, and documentation. Generates SOAP-format or narrative case reports with physiologically accurate vitals, labs, and evidence-based plans. Use when the brief mentions … | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/clinical-case-report) |
## Source: open-gitagent/opengap
- Repository: [https://github.com/open-gitagent/opengap](https://github.com/open-gitagent/opengap) (commit `d7a8e2e`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `research` | core | Researches a topic by breaking it into subtopics, gathering factual information with reasoning, and producing a structured summary with key findings and open questions. Use when the user asks to research, investigate, look up, summarize a … | [source](https://github.com/open-gitagent/opengap/tree/d7a8e2e/examples/lyzr-agent/skills/research) |
| `document-review` | core | Reviews financial documents (prospectuses, ADVs, marketing materials) for FINRA 2210 compliance, required disclosures, and balanced presentation. Use when reviewing financial statements, audit documents, regulatory filings, or when the … | [source](https://github.com/open-gitagent/opengap/tree/d7a8e2e/examples/full/skills/document-review) |
## Source: OpenRaiser/NanoResearch
- Repository: [https://github.com/OpenRaiser/NanoResearch](https://github.com/OpenRaiser/NanoResearch) (commit `7144364`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `ml-training-recipes` | core | Battle-tested PyTorch training recipes for all domains — LLMs, vision, diffusion, medical imaging, protein/drug discovery, spatial omics, genomics. Covers training loops, optimizer selection (AdamW, Muon), LR scheduling, mixed precision, … | [source](https://github.com/OpenRaiser/NanoResearch/tree/7144364/skills/vendor-ai-research/ml-training-recipes) |
## Source: Orchestra-Research/AI-research-SKILLs
- Repository: [https://github.com/Orchestra-Research/AI-research-SKILLs](https://github.com/Orchestra-Research/AI-research-SKILLs) (commit `773a529`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `ml-training-recipes` | core | Battle-tested PyTorch training recipes for all domains — LLMs, vision, diffusion, medical imaging, protein/drug discovery, spatial omics, genomics. Covers training loops, optimizer selection (AdamW, Muon), LR scheduling, mixed precision, … | [source](https://github.com/Orchestra-Research/AI-research-SKILLs/tree/773a529/10-optimization/ml-training-recipes) |
## Source: staruhub/ClaudeSkills
- Repository: [https://github.com/staruhub/ClaudeSkills](https://github.com/staruhub/ClaudeSkills) (commit `3d4045d`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `deep-research` | core | Use this skill when the user wants an evidence-based research memo, literature review, market/policy/technical landscape, or a multi-source decision brief with citations, trade-offs, and a clear conclusion. Best for tasks that need … | [source](https://github.com/staruhub/ClaudeSkills/tree/3d4045d/skills/Geek-skills-deep-research) |
## Source: Sushegaad/Claude-Skills-Governance-Risk-and-Compliance
- Repository: [https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance](https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance) (commit `71d8920`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `hipaa-compliance` | core | Expert HIPAA compliance assistant for healthcare and software contexts. Use this skill whenever the user mentions HIPAA, PHI (Protected Health Information), ePHI, covered entities, business associates, healthcare data privacy, medical … | [source](https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance/tree/71d8920/plugins/hipaa-compliance/skills/hipaa-compliance) |
## Source: thedotmack/claude-mem
- Repository: [https://github.com/thedotmack/claude-mem](https://github.com/thedotmack/claude-mem) (commit `f5633c1`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `cloud-sync` | core | Set up or check claude-mem cloud sync with cmem.ai Pro. Use when the user says "set up cloud sync", "sync my memories", "cmem pro", "cloud backup", "sync status", or wants their memory database backed up or synced to their cmem.ai account. | [source](https://github.com/thedotmack/claude-mem/tree/f5633c1/plugin/skills/cloud-sync) |
## Source: zechenzhangAGI/AI-research-SKILLs
- Repository: [https://github.com/zechenzhangAGI/AI-research-SKILLs](https://github.com/zechenzhangAGI/AI-research-SKILLs) (commit `773a529`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `ml-training-recipes` | core | Battle-tested PyTorch training recipes for all domains — LLMs, vision, diffusion, medical imaging, protein/drug discovery, spatial omics, genomics. Covers training loops, optimizer selection (AdamW, Muon), LR scheduling, mixed precision, … | [source](https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/773a529/10-optimization/ml-training-recipes) |

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# Market evidence report — hospital-pharmacist
Source: **41 real job ads** (JSearch API, countries: us 41), extracted into the MSSQL evidence store; as of 2026-07-12.
This report contains extracted, aggregated facts only — no ad text is
reproduced (copyright / platform terms).
## Seniority distribution
| Seniority | Ads | Share |
|---|---|---|
| mid | 37 | 90 % |
| senior | 2 | 5 % |
| junior | 2 | 5 % |
## Tools — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | pharmacy information system | 7 | 17 % |
| 2 | EHR | 3 | 7 % |
## Hard skills — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | formulary management | 12 | 29 % |
| 2 | clinical consultation | 11 | 27 % |
| 3 | medication order verification | 10 | 24 % |
| 4 | drug therapy monitoring | 9 | 22 % |
| 5 | dosage calculation | 7 | 17 % |
| 6 | drug selection | 7 | 17 % |
| 7 | problem resolution | 7 | 17 % |
| 8 | quality improvement | 7 | 17 % |
| 9 | medication order review | 6 | 15 % |
| 10 | pharmacokinetic monitoring | 6 | 15 % |
| 11 | aseptic technique | 5 | 12 % |
| 12 | pharmaceutical care | 5 | 12 % |
| 13 | regulatory compliance | 5 | 12 % |
| 14 | controlled substance management | 4 | 10 % |
| 15 | drug dispensing | 4 | 10 % |
| 16 | drug information | 4 | 10 % |
| 17 | formulary review | 4 | 10 % |
| 18 | pharmaceutical preparation | 4 | 10 % |
| 19 | therapeutic drug monitoring | 4 | 10 % |
| 20 | adverse reaction reporting | 3 | 7 % |
| 21 | drug information provision | 3 | 7 % |
| 22 | drug information response | 3 | 7 % |
| 23 | medication reconciliation | 3 | 7 % |
| 24 | opioid use disorder treatment | 3 | 7 % |
| 25 | pain management | 3 | 7 % |
| 26 | patient education | 3 | 7 % |
| 27 | policy development | 3 | 7 % |
| 28 | treatment plan development | 3 | 7 % |
## Methods — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | evidence-based practice | 4 | 10 % |
| 2 | clinical rounds | 3 | 7 % |
| 3 | decentralized rounding | 3 | 7 % |
| 4 | opioid stewardship | 3 | 7 % |
| 5 | patient education | 3 | 7 % |
| 6 | practice advancement | 3 | 7 % |
## Responsibilities — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | medication dispensing | 12 | 29 % |
| 2 | prescription review | 11 | 27 % |
| 3 | drug information provision | 10 | 24 % |
| 4 | medication preparation | 10 | 24 % |
| 5 | technician supervision | 10 | 24 % |
| 6 | patient education | 8 | 20 % |
| 7 | clinical consultation | 7 | 17 % |
| 8 | order verification | 6 | 15 % |
| 9 | patient care | 4 | 10 % |
| 10 | pharmacy technician supervision | 4 | 10 % |
| 11 | bedside alert response | 3 | 7 % |
| 12 | cost-effective alternative provision | 3 | 7 % |
| 13 | grant work | 3 | 7 % |
| 14 | learner precepting | 3 | 7 % |
| 15 | medication distribution | 3 | 7 % |
## Regional breakdown
> **Corpus note:** 41 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
### US (us)
41 ads.
**Top hard skills:**
- formulary management — 29 % (12 ads)
- clinical consultation — 27 % (11 ads)
- medication order verification — 24 % (10 ads)
- drug therapy monitoring — 22 % (9 ads)
- dosage calculation — 17 % (7 ads)
- drug selection — 17 % (7 ads)
- problem resolution — 17 % (7 ads)
- quality improvement — 17 % (7 ads)
- medication order review — 15 % (6 ads)
- pharmacokinetic monitoring — 15 % (6 ads)
**Top tools:**
- pharmacy information system — 17 % (7 ads)
- EHR — 7 % (3 ads)
**Seniority:** mid 90 % · senior 5 % · junior 5 %
### UK (gb)
**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
### EU/DACH (de, at, ch, nl)
**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
## Job title variants in the market
| Title | Ads |
|---|---|
| Clinical Pharmacist | 8 |
| Clinical Staff Pharmacist | 4 |
| Clinical Pharmacist - Pain Management | 3 |
| Clinical Pharmacist I | 2 |
| Clinical Pharmacist - Employee Pharmacy - Emergency Relief (As Needed Basis) | 1 |
| Clinical Pharmacist - Hire Immediately | 1 |
| Clinical Pharmacist - ID / ASP | 1 |
| Clinical Pharmacist - Night Shift 7 on/7 off | 1 |
| Clinical Pharmacist - Silver Spring, Maryland | 1 |
| Clinical Pharmacist I A Nights | 1 |
| Clinical Pharmacist IA - Peri-Op | 1 |
| Clinical Pharmacist IIA -Cardiology | 1 |
| Clinical Pharmacy Specialist - General Pediatrics (Hematology) | 1 |
| Clinical Pharmacy Specialist - General Pediatrics (Hematology)- $20,000 sign-on bonus | 1 |
| Clinical Pharmacy Specialist I - Emergency Medicine | 1 |
| Clinical Pharmacy Specialist, Pediatrics Emergency Medicine | 1 |
| Clinical Staff Pharmacist - PharmD | 1 |
| Clinical Staff Pharmacist, Rotating Shifts, Pharmacy | 1 |
| Hospital Pharmacist - Centreville, Virginia | 1 |
| Hospital Pharmacist | Manassas, Virginia | 1 |
| Pharmacist | 1 |
| Pharmacist - Inpatient | 1 |
| Pharmacist - Stafford, Virginia | 1 |
| Pharmacy Clinical Specialist Acute Care Medical Oncology | 1 |
| Senior Clinical Pharmacist Ambulatory Pediatric | 1 |
Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.

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# Occupation profile — hospital pharmacist
- **ESCO URI:** http://data.europa.eu/esco/occupation/5fd099da-218a-460e-bd5b-b42f1b76c67c
- **ESCO code:** 2262.1.2.1
- **ISCO-08 group:** 2262 — Pharmacists
- **O*NET-SOC:** 29-1051.00 — Pharmacists (match: closeMatch)
## Description (ESCO)
Hospital pharmacists prepare, dispense and provide medication to patients in hospitals. They collaborate with healthcare personnel such as doctors and nurses to treat patients and also offer advice and information on medications.
## Definition
nan
## Alternative labels
- hospital pharmacy specialist
- clinical pharmacist
- site lead pharmacist
- hospital locum pharmacist
- head of hospital pharmacy
- relief pharmacist

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# Competences — hospital pharmacist
Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/5fd099da-218a-460e-bd5b-b42f1b76c67c).
## Essential
- **accept own accountability** (skill/competence)
- **adhere to organisational guidelines** (skill/competence)
- **advise on healthcare users' informed consent** (skill/competence)
- **advise on poisoning incidents** (skill/competence)
- **apply context specific clinical competences** (skill/competence)
- **biological chemistry** (knowledge)
- **check information on prescriptions** (skill/competence)
- **communicate in healthcare** (skill/competence)
- **counsel healthcare users on medicines** (skill/competence)
- **dispense medicines** (skill/competence)
- **ensure pharmacovigilance** (skill/competence)
- **ensure the appropriate supply in pharmacy** (skill/competence)
- **follow clinical guidelines** (skill/competence)
- **maintain adequate medication storage conditions** (skill/competence)
- **maintain pharmacy records** (skill/competence)
- **manage hospital-acquired infections** (skill/competence)
- **manage medical supply chains** (skill/competence)
- **medicines** (knowledge)
- **monitor patients' medication** (skill/competence)
- **obtain healthcare user's medical status information** (skill/competence)
- **pharmacognosy** (knowledge)
- **pharmacokinetics** (knowledge)
- **pharmacotherapy** (knowledge)
- **pharmacy law** (knowledge)
- **prepare medication from prescription** (skill/competence)
- **provide anti-cancer medical treatment** (skill/competence)
- **provide pharmaceutical advice** (skill/competence)
- **provide specialist pharmaceutical care** (skill/competence)
- **toxicology** (knowledge)
- **work in multidisciplinary health teams** (skill/competence)
## Optional
- applied therapeutics related to medicines (knowledge)
- conduct health related research (skill/competence)
- deal with emergency care situations (skill/competence)
- develop a collaborative therapeutic relationship (skill/competence)
- educate on the prevention of illness (skill/competence)
- evaluate scientific data concerning medicines (skill/competence)
- follow procedures to control substances hazardous to health (skill/competence)
- improve safety of medicines (skill/competence)
- inform policy makers on health-related challenges (skill/competence)
- listen actively (skill/competence)
- manage adverse reactions to drugs (skill/competence)
- manage medication safety issues (skill/competence)
- perform diagnostic testing for allergies (skill/competence)
- perform therapeutic drug monitoring (skill/competence)
- physics (knowledge)
- prescribe medication (skill/competence)
- process medical insurance claims (skill/competence)
- promote inclusion (skill/competence)
- provide health education (skill/competence)
- test medicinal products (skill/competence)
- treat endocrine disorders (skill/competence)
- use e-health and mobile health technologies (skill/competence)
<!-- market-evidence -->
## Market evidence (job-ad analysis, 41 ads, as of 2026-07-12)
Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
### Hard skills
- formulary management — **29 %**
- clinical consultation — **27 %**
- medication order verification — **24 %**
- drug therapy monitoring — **22 %**
### Responsibilities
- medication dispensing — **29 %**
- prescription review — **27 %**
- technician supervision — **24 %**
- medication preparation — **24 %**
- drug information provision — **24 %**
- patient education — **20 %**
<!-- market-evidence -->

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# Tasks & work activities — hospital pharmacist
Source: O*NET 30.3, occupation 29-1051.00 (Pharmacists).
## Task statements
- **[Core]** Review prescriptions to assure accuracy, to ascertain the needed ingredients, and to evaluate their suitability.
- **[Core]** Provide information and advice regarding drug interactions, side effects, dosage, and proper medication storage.
- **[Core]** Analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions.
- **[Core]** Order and purchase pharmaceutical supplies, medical supplies, or drugs, maintaining stock and storing and handling it properly.
- **[Core]** Maintain records, such as pharmacy files, patient profiles, charge system files, inventories, control records for radioactive nuclei, or registries of poisons, narcotics, or controlled drugs.
- **[Core]** Provide specialized services to help patients manage conditions, such as diabetes, asthma, smoking cessation, or high blood pressure.
- **[Core]** Advise customers on the selection of medication brands, medical equipment, or healthcare supplies.
- **[Core]** Collaborate with other health care professionals to plan, monitor, review, or evaluate the quality or effectiveness of drugs or drug regimens, providing advice on drug applications or characteristics.
- **[Core]** Compound and dispense medications as prescribed by doctors and dentists, by calculating, weighing, measuring, and mixing ingredients, or oversee these activities.
- **[Core]** Refer patients to other health professionals or agencies when appropriate.
- **[Core]** Plan, implement, or maintain procedures for mixing, packaging, or labeling pharmaceuticals, according to policy and legal requirements, to ensure quality, security, and proper disposal.
- **[Core]** Assess the identity, strength, or purity of medications.
- **[Core]** Teach pharmacy students serving as interns in preparation for their graduation or licensure.
- **[Core]** Contact insurance companies to resolve billing issues.
- **[Supplemental]** Prepare sterile solutions or infusions for use in surgical procedures, emergency rooms, or patients' homes.
- **[Supplemental]** Manage pharmacy operations, hiring or supervising staff, performing administrative duties, or buying or selling non-pharmaceutical merchandise.
- **[Supplemental]** Work in hospitals or clinics or for Health Management Organizations (HMOs), dispensing prescriptions, serving as a medical team consultant, or specializing in specific drug therapy areas, such as oncology or nuclear pharmacotherapy.
- **[Supplemental]** Publish educational information for other pharmacists, doctors, or patients.
- **[Supplemental]** Offer health promotion or prevention activities, such as training people to use blood pressure devices or diabetes monitors.
- **[Supplemental]** Update or troubleshoot pharmacy information databases.
## Detailed work activities
- Advise medical personnel regarding healthcare issues.
- Advise patients on effects of health conditions or treatments.
- Analyze chemical compounds or substances.
- Analyze data to identify trends or relationships among variables.
- Analyze health-related data.
- Collaborate with healthcare professionals to plan or provide treatment.
- Communicate detailed medical information to patients or family members.
- Determine protocols for medical procedures.
- Instruct patients in the use of assistive equipment.
- Maintain inventory of medical supplies or equipment.
- Maintain medical facility records.
- Manage healthcare operations.
- Merchandise healthcare products or services.
- Order medical supplies or equipment.
- Prepare medications or medical solutions.
- Prescribe medications.
- Prescribe treatments or therapies.
- Present medical research reports.
- Process medical billing information.
- Recommend types of assistive devices.
- Refer patients to other healthcare practitioners or health resources.
- Review customer insurance information.
- Train medical providers.
- Treat chronic diseases or disorders.
- Verify accuracy of patient information.

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# Tools & technology — hospital pharmacist
Source: O*NET 30.3 'Software Skills' for 29-1051.00.
| Software | Category | Hot technology |
|---|---|---|
| Microsoft SharePoint | Document management software | yes |
| Microsoft Outlook | Electronic mail software | yes |
| eClinicalWorks EHR software | Medical software | yes |
| Epic Systems | Medical software | yes |
| MEDITECH software | Medical software | yes |
| Microsoft Office software | Office suite software | yes |
| Microsoft PowerPoint | Presentation software | yes |
| Microsoft Excel | Spreadsheet software | yes |
| Microsoft Word | Word processing software | yes |
| Insurance claim processing software | Accounting software | |
| TPNassist | Analytical or scientific software | |
| TTP LabTech comPOUND | Analytical or scientific software | |
| Multitask software | Calendar and scheduling software | |
| Freedom MedTEACH | Computer based training software | |
| Computer records systems | Data base user interface and query software | |
| Healthprolink MedAtlas | Data base user interface and query software | |
| Recordkeeping software | Data base user interface and query software | |
| Web browser software | Internet browser software | |
| Pyxis MedStation software | Inventory management software | |
| Label-making software | Label making software | |
| RxKinetics UD Labels for Windows | Label making software | |