feat: optometrist skill package v0.1.0

This commit is contained in:
skillfactor-pipeline
2026-08-14 17:07:11 +02:00
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# Data provenance — optometrist
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 — optometrist
"ESCO (occupation & competences)" : 61
"O*NET (tasks & tools)" : 51
"Job boards (market evidence)" : 119
"Anthropic official Claude skills" : 5
"External AI skill packs (mapped)" : 153
```
| Source | Items | Share | Files |
|---|---|---|---|
| ESCO (occupation & competences) | 61 | 15.7 % | references/profile.md, references/skills.md |
| O*NET (tasks & tools) | 51 | 13.1 % | references/tasks.md, references/tools.md |
| Job boards (market evidence) | 119 | 30.6 % | 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) | 153 | 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: optometrist
description: "Occupational skill for the role 'optometrist' (also: specialist in optometry, optometry practitioner, expert optometrist, specialist optometrist, practitioner of optometry, optometric expert). Use when the user asks for typical optometrist work such as: Examine eyes, using observation, instruments, and pharmaceutical agents, to determine visual acuity and perception, focus, and coordination and to diagnose diseases and other abnormalities, such as glaucoma or color blindness.; Analyze test results and develop a treatment plan.; Prescribe, supply, fit and adjust eyeglasses, contact lenses, and other vision aids."
---
# Optometrist
Optometrists examine and test eyes to identify abnormalities, visual problems, or disease. They prescribe and fit lenses such as spectacles and contacts, and offer advice on visual problems. They may also refer patients to a medical practitioner. Their scope of practice and title varies according to national regulations.
## Core workflow
1. Examine eyes, using observation, instruments, and pharmaceutical agents, to determine visual acuity and perception, focus, and coordination and to diagnose diseases and other abnormalities, such as glaucoma or color blindness.
2. Analyze test results and develop a treatment plan.
3. Prescribe, supply, fit and adjust eyeglasses, contact lenses, and other vision aids.
4. Prescribe medications to treat eye diseases if state laws permit.
5. Educate and counsel patients on contact lens care, visual hygiene, lighting arrangements, and safety factors.
6. Consult with and refer patients to ophthalmologist or other health care practitioner if additional medical treatment is determined necessary.
7. Remove foreign bodies from the eye.
8. Provide patients undergoing eye surgeries, such as cataract and laser vision correction, with pre- and post-operative care.
## 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 customers on optical instruments maintenance
- advise on contact lense maintenance
- advise on healthcare users' informed consent
- advise patients on vision improvement conditions
- apply context specific clinical competences
- apply numeracy skills
- apply organisational techniques
- communicate in healthcare
- comply with legislation related to health care
- comply with quality standards related to healthcare practice
- deal with emergency care situations
- determine eye disease progression
- diagnose problems of the visual system
## Hot technologies
- Intuit QuickBooks
- Microsoft Access
- Microsoft SQL Server
- Apple Safari
- Microsoft Edge
- Mozilla Firefox
- Microsoft Excel
- Microsoft Word
<!-- hot-tech -->
## Hot technologies
Top tools from 54 gated job ads (see references/market.md, as of 2026-07-18):
- optical coherence tomography — 9 %
- auto-refractor — 6 %
- electronic health records — 6 %
- pachymeter — 6 %
- retinal camera — 6 %
- visual fields analyzer — 6 %
<!-- hot-tech -->
---
*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/bffbe18a-cb8b-4f90-bd87-7505cd3b16f5), O*NET 30.3 (29-1041.00). See manifest.json for licensing/attribution.*

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{
"name": "optometrist",
"title": "optometrist",
"version": "0.1.0",
"layer": "core",
"language": "en",
"generated": "2026-07-07",
"ids": {
"esco_uri": "http://data.europa.eu/esco/occupation/bffbe18a-cb8b-4f90-bd87-7505cd3b16f5",
"esco_code": "2267.1",
"isco_group": "2267",
"onet_soc": "29-1041.00",
"crosswalk_match": "exactMatch"
},
"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": 10,
"dwas": 13,
"skills_essential": 46,
"skills_optional": 14,
"software": 27
},
"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
},
"mohitagw15856/pm-claude-skills": {
"repo": "https://github.com/mohitagw15856/pm-claude-skills",
"commit": "876fa30",
"license": "MIT",
"skills": 5
},
"a5c-ai/babysitter": {
"repo": "https://github.com/a5c-ai/babysitter",
"commit": "44a5d58b",
"license": "MIT",
"skills": 11
},
"foryourhealth111-pixel/Vibe-Skills": {
"repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
"commit": "34429a8",
"license": "Apache-2.0",
"skills": 6
},
"davila7/claude-code-templates": {
"repo": "https://github.com/davila7/claude-code-templates",
"commit": "fa79251",
"license": "MIT",
"skills": 6
},
"K-Dense-AI/claude-scientific-skills": {
"repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
"commit": "4d97e29",
"license": "MIT",
"skills": 5
},
"K-Dense-AI/scientific-agent-skills": {
"repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
"commit": "4d97e29",
"license": "MIT",
"skills": 5
},
"affaan-m/everything-claude-code": {
"repo": "https://github.com/affaan-m/everything-claude-code",
"commit": "ed38744",
"license": "MIT",
"skills": 3
},
"nexu-io/open-design": {
"repo": "https://github.com/nexu-io/open-design",
"commit": "4b66023",
"license": "Apache-2.0",
"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
},
"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
},
"wondelai/skills": {
"repo": "https://github.com/wondelai/skills",
"commit": "326b380",
"license": "MIT",
"skills": 1
},
"dotnet/skills": {
"repo": "https://github.com/dotnet/skills",
"commit": "79a2ada",
"license": "MIT",
"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
},
"nexscope-ai/eCommerce-Skills": {
"repo": "https://github.com/nexscope-ai/eCommerce-Skills",
"commit": "56f3288",
"license": "MIT",
"skills": 2
},
"vibeeval/vibecosystem": {
"repo": "https://github.com/vibeeval/vibecosystem",
"commit": "cea9462",
"license": "MIT",
"skills": 2
},
"eduardo-sl/go-agent-skills": {
"repo": "https://github.com/eduardo-sl/go-agent-skills",
"commit": "3c45d7f",
"license": "MIT",
"skills": 1
},
"hoangsonww/Claude-Code-Agent-Monitor": {
"repo": "https://github.com/hoangsonww/Claude-Code-Agent-Monitor",
"commit": "8f87ce1",
"license": "MIT",
"skills": 1
},
"HeshamFS/materials-simulation-skills": {
"repo": "https://github.com/HeshamFS/materials-simulation-skills",
"commit": "fa1ce8d",
"license": "Apache-2.0",
"skills": 1
},
"Eronred/aso-skills": {
"repo": "https://github.com/Eronred/aso-skills",
"commit": "e2a7c45",
"license": "MIT",
"skills": 1
},
"parcadei/Continuous-Claude-v3": {
"repo": "https://github.com/parcadei/Continuous-Claude-v3",
"commit": "d07ff4b",
"license": "MIT",
"skills": 1
},
"alirezarezvani/claude-skills": {
"repo": "https://github.com/alirezarezvani/claude-skills",
"commit": "0241f43",
"license": "MIT",
"skills": 3
},
"infrasity-labs/dev-gtm-claude-skills": {
"repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills",
"commit": "02cfefb",
"license": "MIT",
"skills": 1
},
"sgcarstrends/backend": {
"repo": "https://github.com/sgcarstrends/backend",
"commit": "7231cbc",
"license": "MIT",
"skills": 1
},
"AgriciDaniel/claude-ads": {
"repo": "https://github.com/AgriciDaniel/claude-ads",
"commit": "669c760",
"license": "MIT",
"skills": 1
}
},
"total_skills": 80,
"tiers": {
"core": 53,
"adjacent": 27
}
},
"provenance": {
"items": {
"esco": 61,
"onet": 51,
"jobads": 119,
"wiki_ai": 0,
"anthropic": 5,
"ai_skills": 153,
"stackx": 0
},
"share_percent": {
"esco": 15.7,
"onet": 13.1,
"jobads": 30.6,
"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 — optometrist
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 |
|---|---|---|---|
| `population-health-stratification` | core | Stratify patient populations by risk level using claims data, clinical data, and social determinants to prioritize care management interventions | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/healthcare/skills/population-health-stratification) |
| `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) |
| `quality-metrics-measurement` | core | Collect, calculate, and report healthcare quality metrics including core measures, HEDIS, patient safety indicators, and value-based purchasing measures | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/healthcare/skills/quality-metrics-measurement) |
| `workforce-demand-forecasting` | core | Project healthcare workforce requirements based on patient volume trends, acuity levels, productivity standards, and skill mix optimization | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/healthcare/skills/workforce-demand-forecasting) |
| `accreditation-tracer-simulation` | core | Simulate Joint Commission tracer methodology to assess compliance with accreditation standards across patient care processes and support systems | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/healthcare/skills/accreditation-tracer-simulation) |
| `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) |
| `unified-memory` | core | Expert skill for CUDA Unified Memory and memory prefetching optimization. Configure managed memory allocations, implement memory prefetch strategies, handle page fault analysis, configure memory hints and advise, profile unified memory … | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/gpu-programming/skills/unified-memory) |
| `iso-standards-compliance-checker` | core | Medical device standards compliance verification skill for ISO 13485, ISO 14971, IEC 62304, IEC 60601, and related standards | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/biomedical-engineering/skills/iso-standards-compliance-checker) |
| `clinical-workflow-analysis` | adjacent | Analyze clinical workflows to identify inefficiencies, bottlenecks, and improvement opportunities using Lean healthcare principles and value stream mapping techniques | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/healthcare/skills/clinical-workflow-analysis) |
| `care-transition-coordination` | adjacent | 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) |
## 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-eval-harness` | core | Patient safety evaluation harness for healthcare application deployments. Automated test suites for CDSS accuracy, PHI exposure, clinical workflow integrity, and integration compliance. Blocks deployments on safety failures. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/healthcare-eval-harness) |
| `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` | core | 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: AgriciDaniel/claude-ads
- Repository: [https://github.com/AgriciDaniel/claude-ads](https://github.com/AgriciDaniel/claude-ads) (commit `669c760`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `ads-audit` | adjacent | Run a source-grounded paid-advertising audit for one or more of Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, Apple, Amazon, Reddit, Pinterest, Snapchat, and X. Use for full ad checks, account health reviews, paid-media diagnostics, … | [source](https://github.com/AgriciDaniel/claude-ads/tree/669c760/skills/ads-audit) |
## 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 |
|---|---|---|---|
| `review` | adjacent | Analyze auto-memory for promotion candidates, stale entries, consolidation opportunities, and health metrics. Use when the user runs /si:review or asks what has been learned and what should be promoted or pruned. | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/engineering-team/self-improving-agent/skills/review) |
| `seo-audit` | adjacent | When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," or "SEO health check." For … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/marketing-skill/skills/seo-audit) |
| `status` | adjacent | 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) |
## 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 |
|---|---|---|---|
| `doctor` | core | System diagnostics and health checks for Diverga plugin. OpenClaw-style Check-Report-Fix pattern with 5-layer diagnostics. Triggers: /diverga:doctor, diverga doctor, system check, diagnose, 진단 | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/25-HosungYou-Diverga/skills/doctor) |
| `code-review-excellence` | core | This skill should be used when the user asks to review a diff or pull request, write review comments, audit code quality, establish review standards, or improve how a team performs code review. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/33-Galaxy-Dawn-claude-scholar/skills/code-review-excellence) |
| `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) |
| `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: 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 |
|---|---|---|---|
| `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) |
| `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) |
| `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) |
| `clinical-decision-support` | adjacent | 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) |
| `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) |
| `seo-audit` | adjacent | When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," or "SEO health check." For … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/business-marketing/seo-audit) |
## Source: dotnet/skills
- Repository: [https://github.com/dotnet/skills](https://github.com/dotnet/skills) (commit `79a2ada`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `build-perf-baseline` | core | Establish build performance baselines and apply systematic optimization techniques. USE FOR: diagnosing slow builds, establishing before/after measurements (cold, warm, no-op scenarios), applying optimization strategies like MSBuild … | [source](https://github.com/dotnet/skills/tree/79a2ada/plugins/dotnet-msbuild/skills/build-perf-baseline) |
## Source: eduardo-sl/go-agent-skills
- Repository: [https://github.com/eduardo-sl/go-agent-skills](https://github.com/eduardo-sl/go-agent-skills) (commit `3c45d7f`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `go-troubleshooting` | core | Diagnose runtime problems in Go programs: panics and stack traces, deadlocks, goroutine leaks, memory leaks, OOM kills, race reports, and debugging with delve and pprof. Use when: "debug this panic", "read this stack trace", "deadlock", … | [source](https://github.com/eduardo-sl/go-agent-skills/tree/3c45d7f/skills/(safety)/go-troubleshooting) |
## Source: Eronred/aso-skills
- Repository: [https://github.com/Eronred/aso-skills](https://github.com/Eronred/aso-skills) (commit `e2a7c45`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `aso-audit` | adjacent | When the user wants a full ASO health audit, review their App Store listing quality, or diagnose why their app isn't ranking. Also use when the user mentions "ASO audit", "ASO score", "why am I not ranking", "listing review", or "optimize … | [source](https://github.com/Eronred/aso-skills/tree/e2a7c45/skills/aso-audit) |
## 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 |
|---|---|---|---|
| `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) |
| `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) |
| `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) |
| `clinical-decision-support` | adjacent | 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) |
| `iso-13485-certification` | adjacent | Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conducting gap analysis of existing … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/iso-13485-certification) |
| `sentry` | adjacent | Use when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry API; perform read-only queries with the bundled script and require `SENTRY_AUTH_TOKEN`. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/sentry) |
## 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 |
|---|---|---|---|
| `meta-ads-analyzer` | core | Diagnose Meta Ads campaign performance using Meta's actual system mechanics — Breakdown Effect, Learning Phase, Auction Overlap, Pacing, and Creative Fatigue — and produce structured, testable recommendations that avoid judging segments by … | [source](https://github.com/gooseworks-ai/goose-skills/tree/94ec916/skills/ads/composites/meta-ads-analyzer) |
## Source: HeshamFS/materials-simulation-skills
- Repository: [https://github.com/HeshamFS/materials-simulation-skills](https://github.com/HeshamFS/materials-simulation-skills) (commit `fa1ce8d`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `hpc-runtime-doctor` | core | Diagnose HPC runtime and scheduler problems for materials simulations, including MPI/OpenMP/GPU layout, modules, CUDA/Kokkos hints, scratch paths, walltime, job arrays, restart strategy, scheduler portability, and resource mismatch. Use … | [source](https://github.com/HeshamFS/materials-simulation-skills/tree/fa1ce8d/skills/hpc-deployment/hpc-runtime-doctor) |
## Source: hoangsonww/Claude-Code-Agent-Monitor
- Repository: [https://github.com/hoangsonww/Claude-Code-Agent-Monitor](https://github.com/hoangsonww/Claude-Code-Agent-Monitor) (commit `8f87ce1`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `hook-diagnostics` | core | Diagnose Claude Code hook installation, delivery, and ingestion issues. Checks hook configuration, connectivity, event flow, and identifies common problems. Use when events are not appearing in the dashboard. | [source](https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/8f87ce1/plugins/ccam-devtools/skills/hook-diagnostics) |
## Source: infrasity-labs/dev-gtm-claude-skills
- Repository: [https://github.com/infrasity-labs/dev-gtm-claude-skills](https://github.com/infrasity-labs/dev-gtm-claude-skills) (commit `02cfefb`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `seo-audit` | adjacent | When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," "SEO health check," "my … | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/seo-audit) |
## 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-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) |
| `abridge-cost-tuning` | core | Optimize Abridge clinical AI costs through tier selection, session management, and usage monitoring for healthcare organizations. Use when analyzing Abridge billing, optimizing encounter volume, or right-sizing your Abridge contract for … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-cost-tuning) |
| `abridge-core-workflow-b` | core | Implement Abridge patient-facing documentation and after-visit summary generation. Use when building patient portal integration, generating plain-language summaries, multi-language translations, or after-visit instructions from clinical … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-core-workflow-b) |
| `flyio-common-errors` | core | Diagnose and fix common Fly.io errors including deployment failures, health check failures, machine issues, and networking problems. Trigger: "fly.io error", "fly deploy failed", "fly.io not working", "fly health check". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flyio-pack/skills/flyio-common-errors) |
| `windsurf-cascade-context` | core | Manage Cascade context window and memory for complex projects. Activate when users mention "cascade context", "ai memory", "context management", "large codebase navigation", or "multi-session development". Handles context optimization and … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/skill-databases/windsurf/skills/windsurf-cascade-context) |
| `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-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) |
| `exa-advanced-troubleshooting` | core | Apply advanced debugging techniques for hard-to-diagnose Exa issues. Use when standard troubleshooting fails, investigating latency spikes, or preparing evidence bundles for Exa support escalation. Trigger with phrases like "exa hard bug", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/exa-pack/skills/exa-advanced-troubleshooting) |
| `perplexity-advanced-troubleshooting` | core | Apply advanced debugging techniques for hard-to-diagnose Perplexity Sonar API issues. Use when standard troubleshooting fails, investigating inconsistent citations, or preparing evidence for support escalation. Trigger with phrases like … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/perplexity-pack/skills/perplexity-advanced-troubleshooting) |
| `adobe-advanced-troubleshooting` | core | Apply advanced debugging techniques for Adobe API issues: IMS token introspection, Firefly job failure analysis, PDF Services error codes, and network-layer diagnostics for Adobe endpoints. Trigger with phrases like "adobe hard bug", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/adobe-pack/skills/adobe-advanced-troubleshooting) |
| `anima-common-errors` | core | Diagnose and fix common Anima SDK design-to-code errors. Use when encountering Figma token errors, code generation failures, node not found issues, or output quality problems. Trigger: "anima error", "anima not working", "anima debug", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/anima-pack/skills/anima-common-errors) |
## 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 |
|---|---|---|---|
| `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) |
| `pyhealth` | adjacent | 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) |
| `clinical-decision-support` | adjacent | 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) |
| `iso-13485-certification` | adjacent | Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conducting gap analysis of existing … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/iso-13485-certification) |
## 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 |
|---|---|---|---|
| `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) |
| `pyhealth` | adjacent | 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) |
| `clinical-decision-support` | adjacent | 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) |
| `iso-13485-certification` | adjacent | Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conducting gap analysis of existing … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/iso-13485-certification) |
## 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) |
| `soap-note` | core | Structure a clinical encounter into a clean SOAP note. Use when asked to write a SOAP note, document a patient encounter, turn visit notes into clinical documentation, or structure subjective/objective/assessment/plan. Produces a … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-health/skills/soap-note) |
| `pptx-slide-auditor` | core | Audit a PowerPoint presentation for layout issues, text overflow, visual hierarchy problems, and consistency gaps. Use when asked to review a slide deck, check a presentation before a meeting, audit slides for layout problems, or QA a deck … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-delivery/skills/pptx-slide-auditor) |
| `rag-architecture-review` | core | Review an existing Retrieval-Augmented Generation system and find why it underperforms. Use when asked to review or audit a RAG pipeline, diagnose wrong/ungrounded answers from a 'chat with your docs' feature, or improve an already-built … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-ai/skills/rag-architecture-review) |
| `clinical-case-summary` | adjacent | Write a structured clinical case summary or case presentation. Use when asked to write a clinical case summary, case presentation, patient case report, or clinical handover. Produces a structured summary using SBAR or SOAP format. For … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-research/skills/clinical-case-summary) |
## Source: nexscope-ai/eCommerce-Skills
- Repository: [https://github.com/nexscope-ai/eCommerce-Skills](https://github.com/nexscope-ai/eCommerce-Skills) (commit `56f3288`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `ecommerce-social-media-marketing` | core | Social media marketing strategy for ecommerce brands. Content calendar planning, platform-specific strategies, social commerce optimization, influencer collaboration, and community building. Use when the user asks about social media … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/ecommerce-social-media-marketing) |
| `ecommerce-content-marketing` | core | E-commerce content marketing strategy planner. Generates content calendars, topic ideas, and platform-specific strategies by analyzing customer reviews, trends, competitor content, and SEO opportunities. Two modes: (A) Build — create a … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/ecommerce-content-marketing) |
## 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 |
|---|---|---|---|
| `html-ppt-testing-safety-alert` | core | A hospital data-governance briefing: patient-data risk, the control framework, accountability, and the approval the board must give. Built as a decision-grade policy briefing deck for health-system board, regulators. | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/html-ppt-testing-safety-alert) |
| `export-download-debugging` | core | Diagnose and fix browser, preview, or Electron export/download failures, especially image export issues involving Save As, Blob/Data URLs, the File System Access API, createWritable failures, and 0 KB files. | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/export-download-debugging) |
## Source: parcadei/Continuous-Claude-v3
- Repository: [https://github.com/parcadei/Continuous-Claude-v3](https://github.com/parcadei/Continuous-Claude-v3) (commit `d07ff4b`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `mot` | adjacent | System health check (MOT) for skills, agents, hooks, and memory | [source](https://github.com/parcadei/Continuous-Claude-v3/tree/d07ff4b/.claude/skills/mot) |
## Source: sgcarstrends/backend
- Repository: [https://github.com/sgcarstrends/backend](https://github.com/sgcarstrends/backend) (commit `7231cbc`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `seo-audit` | adjacent | When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," "SEO health check," "my … | [source](https://github.com/sgcarstrends/backend/tree/7231cbc/.agents/skills/seo-audit) |
## 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: vibeeval/vibecosystem
- Repository: [https://github.com/vibeeval/vibecosystem](https://github.com/vibeeval/vibecosystem) (commit `cea9462`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `layered-recall` | core | Progressive memory recall with 4 scope layers AND 3 depth layers. Scope: identity > project > room > deep. Depth: IDs only > summary > full. 10-50x token savings through fetch-on-confirmation pattern. | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/layered-recall) |
| `mot` | adjacent | System health check (MOT) for skills, agents, hooks, and memory | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/mot) |
## Source: wondelai/skills
- Repository: [https://github.com/wondelai/skills](https://github.com/wondelai/skills) (commit `326b380`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `improve-retention` | core | Diagnose and fix retention problems using behavior design (B=MAP). Use when the user mentions "users sign up but dont stick around", "activation rate", "onboarding friction", "retention metrics", "why users dont complete", "churn … | [source](https://github.com/wondelai/skills/tree/326b380/improve-retention) |

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# Berufsbild (Deutschland) — Optometrist/in
> **Quelle:** BERUFENET, Bundesagentur für Arbeit — Beruf-ID 135397,
> KldB 2010: B 82523 · via öffentliche BERUFENET-API,
> abgerufen 2026-07-12. Automatisches Label-Matching
> (Score 1.00); Inhalte paraphrasiert/gekürzt, Volltext beim
> Original: https://web.arbeitsagentur.de/berufenet/beruf/135397
## Steckbrief
Berufstyp
Weiterbildungsberuf
Weiterbildungsart
Weiterbildungsprüfung nach Regelungen der Handwerkskammern
Teilnahme an Vorbereitungslehrgängen nicht erforderlich
Weiterbildungsdauer
Unterschiedlich, je nach Bildungsangebot und Lernform
Aufgaben und TätigkeitenOptometristen und Optometristinnen prüfen das Sehen ihrer Kunden und Kundinnen, z.B. Sehschärfe, Farbsehen oder das Zusammenspiel beider Augen. Dabei messen sie Augenfunktionen, prüfen Augen auf Auffälligkeiten und testen Gesichtsfeld, Augeninnendruck oder Hornhautdicke. Die Ergebnisse helfen, Sehhilfen anzupassen und die Augengesundheit zu beurteilen. Sie passen Brillen und Kontaktlinsen an, stellen Sehhilfen her und können Kunden und Kundinnen bei Bedarf an Augenärzte und Augenärztinnen weiterleiten. Optometristen und Optometristinnen führen oft auch Fachgeschäfte, schulen Mitarbeitende oder arbeiten in Kliniken bei der Betreuung Patienten und Patientinnen mit Sehbehinderung.
Arbeitsbereiche und -orteBeschäftigungsbetriebe:Optometristen und Optometristinnen sind beschäftigt
in Betrieben des Augenoptiker-Handwerks
in Augenkliniken und Facharztpraxen
Arbeitsorte:Optometristen und Optometristinnen arbeiten meist
in Verkaufs
## Die Weiterbildung im Überblick
Optometrist bzw. Optometristin ist eine berufliche Gesamter Bereich der beruflichen Weiterbildung (Anpassungs- und Aufstiegsweiterbildungen); schließt auch die im Berufsbildungsgesetz bzw. der Handwerksordnung als "Fortbildung" bezeichneten Aufstiegsfortbildungen ein
" name="Weiterbildung">Weiterbildung. Die Prüfung ist nach Rechtsvorschriften der jeweiligen Handwerkskammer geregelt.
Zugangsvoraussetzungen, Dauer der Weiterbildung und Abschlussbezeichnungen können je nach zuständiger Kammer unterschiedlich sein.
Für die Zulassung zur Prüfung ist es nicht erforderlich, an einem Lehrgang teilzunehmen.
## Verkürzungen/Verlängerungen
Befreiung von PrüfungsteilenVon der Ablegung einzelner Prüfungsleistungen kann je nach Kammer i.d.R. befreit werden, wer eine vergleichbare Prüfung vor
einer öffentlichen oder staatlich anerkannten Bildungseinrichtung
oder
einem staatlichen Prüfungsausschuss
erfolgreich abgelegt hat.
## Spezialisierung während der Weiterbildung
Die Weiterbildung gibt es auch mit folgenden Spezialqualifikationen:
Kinderoptometrie
Sportoptometrie
Beratungskompetenz Augenchirurgie
## Weiterbildungsinhalte
Fachtheorieallgemeine Biologie und auch: Arzneimittellehre
Lehre von Art und Aufbau von Heilmitteln, ihren Anwendungsgebieten und Wirkungen
" name="Pharmakologie">Pharmakologie (Grundlagen der allgemeinen Lehre von Aufbau und Struktur des menschlichen beziehungsweise tierischen Körpers
" name="Anatomie">Anatomie, Lehre von den normalen (nicht krankhaften) Lebensvorgängen und Funktionen von Lebewesen und Organismen
" name="Physiologie">Physiologie und Lehre von den Krankheiten, insbesondere ihrer Entstehung und den durch sie hervorgerufenen organisch-anatomischen Veränderungen
" name="Pathologie">Pathologie, Grundlagen Wissenschaft, die Aspekte von Biologie und Chemie vereint und chemische Vorgänge in Lebewesen erforscht
" name="Biochemie">Biochemie, Wissenschaft von Mikroorganismen (z.B. Bakterien, Pilze, Viren); medizinische Mikrobiologie untersucht deren Einfluss auf den Menschen
" name="Mikrobiologie">Mikrobiologie, Lehre von den biologischen und biochemischen Reaktionen des Körpers auf schädliche Umwelteinflüsse (z. B. Bakterien, Viren) sowie von Störungen und Fehlfunktionen der Abwehrmechanismen
" name="Immunologie">Immunologie, Grundlagen der allgemeinen und okularen Pharmakologie)
okuläre Biologie (Anatomie und Physiologie des Auges, Grundlagen der Pathologie des Auges)
Erkennen von okulären Auffälligkeiten (optometrisches Screening und Biostatistik, Spaltlampenuntersuchung, Augenheilkunde
" name="Ophthalmologie">Ophthalmoskopie)
FachpraxisKundengespräche zur Ermittlung der optometrischen Vorgeschichte und Erläuterung des weiteren Vorgehens führen
Augen- und Augenmuskelfunktionstests durchführen
Inspektion des vorderen Augenabschnitts mit dem Hornhautmikroskop
Auffälligkeiten des hinteren Augenabschnitts erkennen
Messung des Augeninnendrucks mit berührungslosem Messverfahren und Hornhautdickenmessung
Erste Hilfe am Auge
Messung des Gesichtsfeldes
Kontrast-, Farben- oder Dämmerungssehen prüfen
## Lernorte
Vorbereitungslehrgänge auf die Prüfung finden z.B. an Bildungszentren der Handwerkskammern oder an Schule, die den Abschluss einer einschlägigen Berufsausbildung und/oder entsprechende Berufspraxis voraussetzt; fördert die Allgemeinbildung und verteift die berufliche Fachbildung; z.T. kann ein mittlerer Bildungsabschluss und/oder die Fachhochschulreife erworben werden
Nordrhein-Westfalen: Fachschulen sind zusammen mit weiteren berufsbildenden Schulen unter dem Oberbegriff "Berufskolleg" zusammengefasst
" name="Fachschule (FS)">Fachschulen statt.
Lernorte sind
bei Präsenzveranstaltungen: Schulungsräume
bei Lernformen, bei denen die Vorteile von klassischem Präsenzunterricht und digitaler Lehre miteinander kombiniert werden; dazu gehört beispielsweise das sog. Blended Learning deutsch: "vermischtes Lernen"), das sich aus Präsenzphasen und medienbasierten Selbstlernphasen zusammensetzt
" name="Kombinierte Lernformen">kombinierten Lernformen (z.B. Blended Learning): Schulungsräume bei Präsenzveranstaltungen, zu Hause bei Online-Lerneinheiten
## Weiterbildungssituation
Die Weiterbildung besteht aus theoretischem und praktischem Unterricht.
Je nach Bildungsanbieter sollte man sich auf folgende Bedingungen einstellen:
Unterrichtszeit
i.d.R. berufsbegleitende Weiterbildung am Wochenende oder am Abend bzw. als Blockunterricht
Lernform
bei Präsenzveranstaltungen: Unterricht im Klassenverband an der Bildungseinrichtung (ggf. nicht am Wohnort)
bei Lernformen, bei denen die Vorteile von klassischem Präsenzunterricht und digitaler Lehre miteinander kombiniert werden; dazu gehört beispielsweise das sog. Blended Learning deutsch: "vermischtes Lernen"), das sich aus Präsenzphasen und medienbasierten Selbstlernphasen zusammensetzt
" name="Kombinierte Lernformen">kombinierten Lernformen (z.B. Blended Learning): Präsenzveranstaltungen im Klassenverband an der Bildungseinrichtung und selbstgestaltetes Lernen über elektronische Lernplattformen und -systeme von zu Hause aus

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# Market evidence report — optometrist
Source: **54 real job ads** (JSearch API, countries: us 54), extracted into the MSSQL evidence store; as of 2026-07-18.
This report contains extracted, aggregated facts only — no ad text is
reproduced (copyright / platform terms).
## Seniority distribution
| Seniority | Ads | Share |
|---|---|---|
| mid | 43 | 80 % |
| n/a | 11 | 20 % |
## Tools — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | optical coherence tomography | 5 | 9 % |
| 2 | auto-refractor | 3 | 6 % |
| 3 | electronic health records | 3 | 6 % |
| 4 | pachymeter | 3 | 6 % |
| 5 | retinal camera | 3 | 6 % |
| 6 | visual fields analyzer | 3 | 6 % |
## Hard skills — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | ocular disease diagnosis | 13 | 24 % |
| 2 | contact lens fitting | 10 | 19 % |
| 3 | corrective lens prescription | 9 | 17 % |
| 4 | eye exam performance | 7 | 13 % |
| 5 | optometry | 7 | 13 % |
| 6 | patient education | 6 | 11 % |
| 7 | postoperative care | 6 | 11 % |
| 8 | prescription writing | 6 | 11 % |
| 9 | clinical optometry | 5 | 9 % |
| 10 | disease diagnosis | 5 | 9 % |
| 11 | eye exam conduction | 5 | 9 % |
| 12 | patient care | 5 | 9 % |
| 13 | patient counseling | 5 | 9 % |
| 14 | patient record documentation | 5 | 9 % |
| 15 | preoperative care | 5 | 9 % |
| 16 | treatment assistance | 5 | 9 % |
| 17 | vision evaluation | 5 | 9 % |
| 18 | eye examination | 4 | 7 % |
| 19 | eye exams | 4 | 7 % |
| 20 | patient examination | 4 | 7 % |
| 21 | cataract care | 3 | 6 % |
| 22 | clinical skills | 3 | 6 % |
| 23 | diagnosis of sight problems | 3 | 6 % |
| 24 | disease evaluation | 3 | 6 % |
| 25 | eye examinations | 3 | 6 % |
| 26 | low-vision aid prescription | 3 | 6 % |
| 27 | medical optometry | 3 | 6 % |
| 28 | ocular disease treatment | 3 | 6 % |
| 29 | ocular pathology detection | 3 | 6 % |
| 30 | systemic disease assessment | 3 | 6 % |
| 31 | treatment prescription | 3 | 6 % |
| 32 | vision test analysis | 3 | 6 % |
| 33 | visual problem examination | 3 | 6 % |
## Methods — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | patient-centered care | 5 | 9 % |
| 2 | co-management with ophthalmologist | 3 | 6 % |
| 3 | full-scope practice | 3 | 6 % |
| 4 | peer review | 3 | 6 % |
## Responsibilities — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | comprehensive eye exams | 8 | 15 % |
| 2 | patient examination | 8 | 15 % |
| 3 | patient care | 7 | 13 % |
| 4 | emergency handling | 6 | 11 % |
| 5 | consultation with patients | 5 | 9 % |
| 6 | patient education | 5 | 9 % |
| 7 | patient relationship building | 5 | 9 % |
| 8 | ocular disease treatment | 4 | 7 % |
| 9 | conducting eye exams | 3 | 6 % |
| 10 | contact lens prescription | 3 | 6 % |
| 11 | departmental meeting participation | 3 | 6 % |
| 12 | diagnosis of visual disorders | 3 | 6 % |
| 13 | establishing patient relationships | 3 | 6 % |
| 14 | patient communication | 3 | 6 % |
| 15 | patient referral | 3 | 6 % |
| 16 | patient vision assessment | 3 | 6 % |
| 17 | performing patient interviews | 3 | 6 % |
| 18 | promoting eye health | 3 | 6 % |
| 19 | recommending treatment options | 3 | 6 % |
| 20 | treatment prescription | 3 | 6 % |
| 21 | vision care provision | 3 | 6 % |
## Regional breakdown
> **Corpus note:** 54 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
### US (us)
54 ads.
**Top hard skills:**
- ocular disease diagnosis — 24 % (13 ads)
- contact lens fitting — 19 % (10 ads)
- corrective lens prescription — 17 % (9 ads)
- eye exam performance — 13 % (7 ads)
- optometry — 13 % (7 ads)
- patient education — 11 % (6 ads)
- postoperative care — 11 % (6 ads)
- prescription writing — 11 % (6 ads)
- clinical optometry — 9 % (5 ads)
- disease diagnosis — 9 % (5 ads)
**Top tools:**
- optical coherence tomography — 9 % (5 ads)
- auto-refractor — 6 % (3 ads)
- electronic health records — 6 % (3 ads)
- pachymeter — 6 % (3 ads)
- retinal camera — 6 % (3 ads)
- visual fields analyzer — 6 % (3 ads)
- Cirrus OCT — 4 % (2 ads)
- electronic health records (EHR) — 4 % (2 ads)
- Epic EMR system — 4 % (2 ads)
- fundus photography — 4 % (2 ads)
**Seniority:** mid 80 % · n/a 20 %
### 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 |
|---|---|
| Optometrist | 13 |
| Optometrist - Bethesda, MD | 2 |
| Optometrist (OD) - Full Time | 2 |
| Optometrist (OD) - Part Time | 2 |
| Doctor of Optometry - Work Remotely - Pennsylvania Licensed | 1 |
| Frederick, MD - Associate Optometrist FT/PT (10 Monocacy Blvd, Frederick, MD 21704, USA) | 1 |
| Full Time Optometrist | 1 |
| General Optometrist | 1 |
| Leesburg, VA - Associate Optometrist - Costco | 1 |
| Medical Optometrist | 1 |
| Medical Optometrist---Richmond Area, VA | 1 |
| Optometrist - Doctor of Optometry | 1 |
| Optometrist - Doctor of Optometry (Employee) | 1 |
| Optometrist - Full Scope Private Practice - Charlottesville-5th St Station, VA | 1 |
| Optometrist - Full Scope Private Practice - Forestville, MD (Forestville, MD) | 1 |
| Optometrist - Full Scope Private Practice - New Castle-Christiana Road, DE (New Castle, DE) | 1 |
| Optometrist - Full Scope Private Practice - Silver Spring, MD (Silver Springs, Md) | 1 |
| Optometrist - Full Time - Full Scope Private Practice - Haymarket, VA (5511 Merchants View Sq, Haymarket, VA 20169, USA) | 1 |
| Optometrist - Full Time - Private Practice - Arlington, VA (Arlington, VA, USA) | 1 |
| Optometrist - Full-time - Corporate Practice - Dundalk, MD | 1 |
| Optometrist Full-Time Corporate Practice Washington, DC | 1 |
| Optometrist - Full-time - Private Practice - Frederick-(Francis Scott Key Mall), MD (Frederick, MD) | 1 |
| Optometrist - Part-Time | 1 |
| Optometrist Part-time Private Practice | 1 |
| Optometrist - Tyson Corner | 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 — optometrist
- **ESCO URI:** http://data.europa.eu/esco/occupation/bffbe18a-cb8b-4f90-bd87-7505cd3b16f5
- **ESCO code:** 2267.1
- **ISCO-08 group:** 2267 — Optometrists and ophthalmic opticians
- **O*NET-SOC:** 29-1041.00 — Optometrists (match: exactMatch)
## Description (ESCO)
Optometrists examine and test eyes to identify abnormalities, visual problems, or disease. They prescribe and fit lenses such as spectacles and contacts, and offer advice on visual problems. They may also refer patients to a medical practitioner. Their scope of practice and title varies according to national regulations.
## Definition
nan
## Alternative labels
- specialist in optometry
- optometry practitioner
- expert optometrist
- specialist optometrist
- practitioner of optometry
- optometric expert
- ophthalmic optician

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# Competences — optometrist
Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/bffbe18a-cb8b-4f90-bd87-7505cd3b16f5).
## Essential
- **accept own accountability** (skill/competence)
- **adhere to organisational guidelines** (skill/competence)
- **advise customers on optical instruments maintenance** (skill/competence)
- **advise on contact lense maintenance** (skill/competence)
- **advise on healthcare users' informed consent** (skill/competence)
- **advise patients on vision improvement conditions** (skill/competence)
- **apply context specific clinical competences** (skill/competence)
- **apply numeracy skills** (skill/competence)
- **apply organisational techniques** (skill/competence)
- **communicate in healthcare** (skill/competence)
- **comply with legislation related to health care** (skill/competence)
- **comply with quality standards related to healthcare practice** (skill/competence)
- **deal with emergency care situations** (skill/competence)
- **determine eye disease progression** (skill/competence)
- **diagnose problems of the visual system** (skill/competence)
- **educate on the prevention of illness** (skill/competence)
- **empathise with the healthcare user** (skill/competence)
- **ensure safety of healthcare users** (skill/competence)
- **eye protection regulations** (knowledge)
- **fit contact lenses** (skill/competence)
- **follow clinical guidelines** (skill/competence)
- **have computer literacy** (skill/competence)
- **implement marketing strategies** (skill/competence)
- **inform policy makers on health-related challenges** (skill/competence)
- **interact with healthcare users** (skill/competence)
- **listen actively** (skill/competence)
- **manage healthcare users' data** (skill/competence)
- **manage staff** (skill/competence)
- **optical glass characteristics** (knowledge)
- **optical instruments** (knowledge)
- **perform comprehensive eye examinations** (skill/competence)
- **perform ocular tonometry** (skill/competence)
- **prescribe corrective lenses** (skill/competence)
- **process payments** (skill/competence)
- **promote inclusion** (skill/competence)
- **promote ocular health** (skill/competence)
- **provide therapy of the visual system** (skill/competence)
- **quality standards of ophthalmic equipment** (knowledge)
- **record healthcare users' billing information** (skill/competence)
- **refer healthcare users** (skill/competence)
- **refraction of the eye** (knowledge)
- **respond to changing situations in health care** (skill/competence)
- **test visual acuity** (skill/competence)
- **use ophthalmic instruments** (skill/competence)
- **work in a multicultural environment in health care** (skill/competence)
- **work in multidisciplinary health teams** (skill/competence)
## Optional
- administer medication for vision problems (skill/competence)
- contribute to continuity of health care (skill/competence)
- develop a collaborative therapeutic relationship (skill/competence)
- implement sales strategies (skill/competence)
- participate in medical inventory control (skill/competence)
- perform vision rehabilitation (skill/competence)
- preventive medicine (knowledge)
- provide domiciliary eyecare (skill/competence)
- provide health education (skill/competence)
- provide treatment strategies for challenges to human health (skill/competence)
- record healthcare users' progress related to treatment (skill/competence)
- use e-health and mobile health technologies (skill/competence)
- use foreign languages for health-related research (skill/competence)
- use foreign languages in patient care (skill/competence)
<!-- market-evidence -->
## Market evidence (job-ad analysis, 54 ads, as of 2026-07-18)
Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
### Hard skills
- ocular disease diagnosis — **24 %**
- contact lens fitting — **19 %**
<!-- market-evidence -->

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# Tasks & work activities — optometrist
Source: O*NET 30.3, occupation 29-1041.00 (Optometrists).
## Task statements
- **[Core]** Examine eyes, using observation, instruments, and pharmaceutical agents, to determine visual acuity and perception, focus, and coordination and to diagnose diseases and other abnormalities, such as glaucoma or color blindness.
- **[Core]** Analyze test results and develop a treatment plan.
- **[Core]** Prescribe, supply, fit and adjust eyeglasses, contact lenses, and other vision aids.
- **[Core]** Prescribe medications to treat eye diseases if state laws permit.
- **[Core]** Educate and counsel patients on contact lens care, visual hygiene, lighting arrangements, and safety factors.
- **[Core]** Consult with and refer patients to ophthalmologist or other health care practitioner if additional medical treatment is determined necessary.
- **[Core]** Remove foreign bodies from the eye.
- **[Core]** Provide patients undergoing eye surgeries, such as cataract and laser vision correction, with pre- and post-operative care.
- **[Core]** Prescribe therapeutic procedures to correct or conserve vision.
- **[Core]** Provide vision therapy and low-vision rehabilitation.
## Detailed work activities
- Analyze test data or images to inform diagnosis or treatment.
- Collaborate with healthcare professionals to plan or provide treatment.
- Develop medical treatment plans.
- Fit eyeglasses, contact lenses, or other vision aids.
- Monitor patients following surgeries or other treatments.
- Prescribe assistive medical devices or related treatments.
- Prescribe medications.
- Prescribe treatments or therapies.
- Refer patients to other healthcare practitioners or health resources.
- Test patient vision.
- Train patients, family members, or caregivers in techniques for managing disabilities or illnesses.
- Treat acute illnesses, infections, or injuries.
- Treat chronic diseases or disorders.

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# Tools & technology — optometrist
Source: O*NET 30.3 'Software Skills' for 29-1041.00.
| Software | Category | Hot technology |
|---|---|---|
| Intuit QuickBooks | Accounting software | yes |
| Microsoft Access | Data base user interface and query software | yes |
| Microsoft SQL Server | Data base user interface and query software | yes |
| Apple Safari | Internet browser software | yes |
| Microsoft Edge | Internet browser software | yes |
| Mozilla Firefox | Internet browser software | yes |
| Microsoft Excel | Spreadsheet software | yes |
| Microsoft Word | Word processing software | yes |
| Scheduling software | Calendar and scheduling software | |
| Operational Data Store ODS software | Data base user interface and query software | |
| Web browser software | Internet browser software | |
| Accra Med Software Filopto | Medical software | |
| AltaPoint Data Systems AltaPoint Vision | Medical software | |
| Babcock Winx Pro | Medical software | |
| Compulink Business Systems Eyecare Advantage | Medical software | |
| Digital Healthcare OptoMize | Medical software | |
| First Insight E-Z Frame | Medical software | |
| First Insight MaximEyes | Medical software | |
| HealthLine Systems Eyecom | Medical software | |
| Insight Software My Vision Express | Medical software | |
| MAX Systems Max-Gold7 | Medical software | |
| MediNotes Charting Plus | Medical software | |
| OfficeMate Software Solutions ExamWRITER | Medical software | |
| OfficeMate Software Solutions OfficeMate | Medical software | |
| Prima Systems OPTIX | Medical software | |
| Universal Software Solutions VersaVision | Medical software | |
| VisionScience Software Acuity Pro | Medical software | |