From 7fea2a16d35c2230aee0cd8b2a99e4a0607d345a Mon Sep 17 00:00:00 2001 From: skillfactor-pipeline Date: Fri, 14 Aug 2026 17:05:24 +0200 Subject: [PATCH] feat: dental-practitioner skill package v0.1.0 --- PROVENANCE.md | 31 ++++ SKILL.md | 63 ++++++++ manifest.json | 232 +++++++++++++++++++++++++++++ references/ai-skills.md | 314 ++++++++++++++++++++++++++++++++++++++++ references/market.md | 164 +++++++++++++++++++++ references/profile.md | 27 ++++ references/skills.md | 110 ++++++++++++++ references/tasks.md | 31 ++++ references/tools.md | 16 ++ 9 files changed, 988 insertions(+) create mode 100644 PROVENANCE.md create mode 100644 SKILL.md create mode 100644 manifest.json create mode 100644 references/ai-skills.md create mode 100644 references/market.md create mode 100644 references/profile.md create mode 100644 references/skills.md create mode 100644 references/tasks.md create mode 100644 references/tools.md diff --git a/PROVENANCE.md b/PROVENANCE.md new file mode 100644 index 0000000..a158cb3 --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — dental-practitioner + +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 — dental-practitioner + "ESCO (occupation & competences)" : 84 + "O*NET (tasks & tools)" : 33 + "Job boards (market evidence)" : 112 + "Anthropic official Claude skills" : 5 + "External AI skill packs (mapped)" : 156 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 84 | 21.5 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 33 | 8.5 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 112 | 28.7 % | 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) | 156 | 40.0 % | 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). diff --git a/SKILL.md b/SKILL.md new file mode 100644 index 0000000..9ab5db5 --- /dev/null +++ b/SKILL.md @@ -0,0 +1,63 @@ +--- +name: dental-practitioner +description: "Occupational skill for the role 'dental practitioner' (also: community dentist, dentist, principal dentist, conservative dentist, geriatric dentist, associate dental practitioner). Use when the user asks for typical dental practitioner work such as: Administer general and local anesthetics.; Remove impacted, damaged, and non-restorable teeth.; Evaluate the position of the wisdom teeth to determine whether problems exist currently or might occur in the future." +--- + +# Dental Practitioner + +Dental practitioners prevent, diagnose and treat anomalies and diseases affecting the teeth, mouth, jaws and adjoining tissues. + +## Core workflow + +1. Administer general and local anesthetics. +2. Remove impacted, damaged, and non-restorable teeth. +3. Evaluate the position of the wisdom teeth to determine whether problems exist currently or might occur in the future. +4. Collaborate with other professionals, such as restorative dentists and orthodontists, to plan treatment. +5. Perform surgery to prepare the mouth for dental implants and to aid in the regeneration of deficient bone and gum tissues. +6. Remove tumors and other abnormal growths of the oral and facial regions, using surgical instruments. +7. Treat infections of the oral cavity, salivary glands, jaws, and neck. +8. Treat problems affecting the oral mucosa, such as mouth ulcers and infections. + +## 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 +- advise on healthcare users' informed consent +- anaesthetics +- apply context specific clinical competences +- apply organisational techniques +- carry out local anesthesia in dental procedures +- clinical disciplines in dentistry +- communicate in healthcare +- comply with legislation related to health care +- comply with quality standards related to healthcare practice +- contribute to continuity of health care +- correct temporomandibular joint abnormalities +- cosmetic dental procedures +- counsel on nutrition and its impact on oral health +- deal with emergency care situations + + + + +## Hot technologies + +Top tools from 47 gated job ads (see references/market.md, as of 2026-07-11): + +- Denticon — 11 % +- digital x-ray — 9 % +- DentaPro software — 6 % +- fiber-optic handpieces — 6 % +- Panorex units — 6 % + + + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/e52b5707-7097-4dbc-ac61-054e917da241), O*NET 30.3 (29-1022.00). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..9a68c49 --- /dev/null +++ b/manifest.json @@ -0,0 +1,232 @@ +{ + "name": "dental-practitioner", + "title": "dental practitioner", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/e52b5707-7097-4dbc-ac61-054e917da241", + "esco_code": "2261.1", + "isco_group": "2261", + "onet_soc": "29-1022.00", + "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": 14, + "dwas": 8, + "skills_essential": 67, + "skills_optional": 16, + "software": 10 + }, + "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 + }, + "K-Dense-AI/claude-scientific-skills": { + "repo": "https://github.com/K-Dense-AI/claude-scientific-skills", + "commit": "4d97e29", + "license": "MIT", + "skills": 5 + }, + "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": 5 + }, + "davila7/claude-code-templates": { + "repo": "https://github.com/davila7/claude-code-templates", + "commit": "fa79251", + "license": "MIT", + "skills": 5 + }, + "a5c-ai/babysitter": { + "repo": "https://github.com/a5c-ai/babysitter", + "commit": "44a5d58b", + "license": "MIT", + "skills": 12 + }, + "affaan-m/everything-claude-code": { + "repo": "https://github.com/affaan-m/everything-claude-code", + "commit": "ed38744", + "license": "MIT", + "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 + }, + "nexu-io/open-design": { + "repo": "https://github.com/nexu-io/open-design", + "commit": "4b66023", + "license": "Apache-2.0", + "skills": 2 + }, + "jeremylongshore/claude-code-plugins-plus-skills": { + "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills", + "commit": "e112938a", + "license": "MIT", + "skills": 12 + }, + "zapier/zapier-mcp": { + "repo": "https://github.com/zapier/zapier-mcp", + "commit": "5360f15", + "license": "MIT", + "skills": 1 + }, + "nexscope-ai/eCommerce-Skills": { + "repo": "https://github.com/nexscope-ai/eCommerce-Skills", + "commit": "56f3288", + "license": "MIT", + "skills": 2 + }, + "mohitagw15856/pm-claude-skills": { + "repo": "https://github.com/mohitagw15856/pm-claude-skills", + "commit": "876fa30", + "license": "MIT", + "skills": 2 + }, + "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 + }, + "davepoon/buildwithclaude": { + "repo": "https://github.com/davepoon/buildwithclaude", + "commit": "3c94e0c", + "license": "MIT", + "skills": 2 + }, + "mukul975/Anthropic-Cybersecurity-Skills": { + "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills", + "commit": "673da1f", + "license": "Apache-2.0", + "skills": 1 + }, + "googleworkspace/cli": { + "repo": "https://github.com/googleworkspace/cli", + "commit": "a3768d0", + "license": "Apache-2.0", + "skills": 1 + }, + "DheerG/swarms": { + "repo": "https://github.com/DheerG/swarms", + "commit": "617900e", + "license": "MIT", + "skills": 2 + }, + "alirezarezvani/claude-skills": { + "repo": "https://github.com/alirezarezvani/claude-skills", + "commit": "0241f43", + "license": "MIT", + "skills": 1 + }, + "trailofbits/skills": { + "repo": "https://github.com/trailofbits/skills", + "commit": "cfe5d7b", + "license": "custom (see upstream LICENSE)", + "skills": 3 + }, + "egorfedorov/claude-context-optimizer": { + "repo": "https://github.com/egorfedorov/claude-context-optimizer", + "commit": "c604d3a", + "license": "MIT", + "skills": 1 + }, + "dotnet/skills": { + "repo": "https://github.com/dotnet/skills", + "commit": "79a2ada", + "license": "MIT", + "skills": 3 + }, + "giuseppe-trisciuoglio/developer-kit": { + "repo": "https://github.com/giuseppe-trisciuoglio/developer-kit", + "commit": "306f428", + "license": "MIT", + "skills": 1 + }, + "ThinkInAIXYZ/deepchat": { + "repo": "https://github.com/ThinkInAIXYZ/deepchat", + "commit": "f275c92", + "license": "Apache-2.0", + "skills": 1 + }, + "qdrant/skills": { + "repo": "https://github.com/qdrant/skills", + "commit": "2a06cb1", + "license": "Apache-2.0", + "skills": 1 + }, + "ruvnet/claude-code-flow": { + "repo": "https://github.com/ruvnet/claude-code-flow", + "commit": "73914bd", + "license": "MIT", + "skills": 1 + }, + "ruvnet/ruflo": { + "repo": "https://github.com/ruvnet/ruflo", + "commit": "73914bd", + "license": "MIT", + "skills": 1 + } + }, + "total_skills": 80, + "tiers": { + "core": 75, + "adjacent": 5 + } + }, + "provenance": { + "items": { + "esco": 84, + "onet": 33, + "jobads": 112, + "wiki_ai": 0, + "anthropic": 5, + "ai_skills": 156, + "stackx": 0 + }, + "share_percent": { + "esco": 21.5, + "onet": 8.5, + "jobads": 28.7, + "wiki_ai": 0.0, + "anthropic": 1.3, + "ai_skills": 40.0, + "stackx": 0.0 + }, + "method": "content items per source category" + }, + "collar": "white", + "computer_work": true +} \ No newline at end of file diff --git a/references/ai-skills.md b/references/ai-skills.md new file mode 100644 index 0000000..173ac26 --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,314 @@ +# External AI agent skills — dental-practitioner + +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 | +|---|---|---|---| +| `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) | +| `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) | + +## 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) | +| `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) | +| `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) | +| `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) | +| `medical-coding-audit` | core | 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) | +| `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) | +| `embedded-docs` | core | Embedded firmware documentation generation and maintenance using Doxygen and related tools. Expert skill for API documentation, hardware interface documentation, memory maps, and integration with documentation systems. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/embedded-systems/skills/embedded-docs) | +| `context-engineering` | core | Context window monitoring and budget management. Keeps orchestrator at 15-30% context usage while subagents get full 200k tokens. Provides warnings at thresholds, context-aware summarization triggers, and wave-level budget planning. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/gsd/skills/context-engineering) | +| `nsight-profiler` | core | Expert skill for NVIDIA Nsight Systems and Nsight Compute profiling tools. Configure profiling sessions, analyze kernel reports, interpret occupancy metrics, roofline model data, memory bandwidth bottlenecks, and warp execution efficiency. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/gpu-programming/skills/nsight-profiler) | + +## 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) | + +## 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 | +|---|---|---|---| +| `qms-audit-expert` | core | ISO 13485 internal audit expertise for medical device QMS. Covers audit planning, execution, nonconformity classification, and CAPA verification. Use when planning internal audits, executing audits, classifying findings, preparing for … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/ra-qm-team/skills/qms-audit-expert) | + +## 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 | +|---|---|---|---| +| `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) | +| `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) | +| `humanizer_academic` | core | Remove signs of AI-generated writing from academic medical papers. Use when editing or reviewing manuscripts to make them sound more natural and professionally written. Based on Wikipedia's "Signs of AI writing" guide, adapted for medical … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/44-matsuikentaro1-humanizer_academic) | +| `system-profile` | core | Profile a target (script, process, GPU, memory, interconnect) using external tools and code instrumentation. Produces structured performance reports with actionable recommendations. Use when user says "profile", "benchmark", "bottleneck", … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/42-wanshuiyin-ARIS/skills/system-profile) | + +## Source: davepoon/buildwithclaude + +- Repository: [https://github.com/davepoon/buildwithclaude](https://github.com/davepoon/buildwithclaude) (commit `3c94e0c`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `outlook-calendar-automation` | core | Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/outlook-calendar-automation) | +| `outlook-automation` | core | Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/outlook-automation) | + +## 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 | +|---|---|---|---| +| `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) | +| `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` | 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) | +| `pydicom` | core | Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/pydicom) | + +## Source: DheerG/swarms + +- Repository: [https://github.com/DheerG/swarms](https://github.com/DheerG/swarms) (commit `617900e`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `triage-mode` | core | Triage mode operational spec for the team lead. Returns lead identity, facilitator identity, mode-specific rules, suggest-members guidance, and phase arc for triage teams that diagnose an issue without changing it. | [source](https://github.com/DheerG/swarms/tree/617900e/skills/triage-mode) | +| `gate-presentation` | core | Returns the frozen gate constants — question, header, option labels and descriptions, digest field-list, and preview content — for every catalog gate. Invoked by the team lead fresh on arrival at each gate and on pulse re-emissions, in the … | [source](https://github.com/DheerG/swarms/tree/617900e/skills/gate-presentation) | + +## 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) | +| `dotnet-trace-collect` | core | Guide developers through capturing diagnostic artifacts to diagnose production .NET performance issues. Use when the user needs help choosing diagnostic tools, collecting performance data, or understanding tool trade-offs across different … | [source](https://github.com/dotnet/skills/tree/79a2ada/plugins/dotnet-diag/skills/dotnet-trace-collect) | +| `mcp-csharp-test` | core | Test C# MCP servers at multiple levels: unit tests for individual tools and integration tests using the MCP client SDK. USE FOR: unit testing MCP tool methods, integration testing with in-memory MCP client/server, end-to-end testing via … | [source](https://github.com/dotnet/skills/tree/79a2ada/plugins/dotnet-ai/skills/mcp-csharp-test) | + +## Source: egorfedorov/claude-context-optimizer + +- Repository: [https://github.com/egorfedorov/claude-context-optimizer](https://github.com/egorfedorov/claude-context-optimizer) (commit `c604d3a`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `cco-overhead` | core | Audit the fixed context overhead every session starts with — system prompt, MCP tools, agents, CLAUDE.md, memory — measured from real transcript usage | [source](https://github.com/egorfedorov/claude-context-optimizer/tree/c604d3a/skills/cco-overhead) | + +## 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 | +|---|---|---|---| +| `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) | +| `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) | +| `sentry` | core | 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) | +| `pydicom` | core | Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/pydicom) | + +## Source: giuseppe-trisciuoglio/developer-kit + +- Repository: [https://github.com/giuseppe-trisciuoglio/developer-kit](https://github.com/giuseppe-trisciuoglio/developer-kit) (commit `306f428`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `graalvm-native-image` | core | Provides expert guidance for building GraalVM Native Image executables from Java applications. Use when converting JVM applications to native binaries, optimizing cold start times, reducing memory footprint, configuring native build tools … | [source](https://github.com/giuseppe-trisciuoglio/developer-kit/tree/306f428/plugins/developer-kit-java/skills/graalvm-native-image) | + +## Source: googleworkspace/cli + +- Repository: [https://github.com/googleworkspace/cli](https://github.com/googleworkspace/cli) (commit `a3768d0`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `recipe-find-free-time` | core | Query Google Calendar free/busy status for multiple users to find a meeting slot. | [source](https://github.com/googleworkspace/cli/tree/a3768d0/skills/recipe-find-free-time) | + +## 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) | +| `shopify-incident-runbook` | core | Execute Shopify incident response with triage using Shopify status page, API health checks, and rate limit diagnosis. Use when a Shopify integration is down, returning errors, or behaving unexpectedly in production. Trigger with phrases … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/shopify-pack/skills/shopify-incident-runbook) | +| `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-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) | +| `granola-migration-deep-dive` | core | Migrate to Granola from Otter.ai, Fireflies, Fathom, tl;dv, or manual note-taking. Covers data export from source tools, parallel-run strategy, team transition, and historical data preservation. Trigger: "migrate to granola", "switch to … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/granola-pack/skills/granola-migration-deep-dive) | +| `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) | +| `evernote-debug-bundle` | core | Debug Evernote API issues with diagnostic tools and techniques. Use when troubleshooting API calls, inspecting requests/responses, or diagnosing integration problems. Trigger with phrases like "debug evernote", "evernote diagnostic", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/evernote-pack/skills/evernote-debug-bundle) | +| `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) | +| `maintainx-migration-deep-dive` | core | Execute complete platform migrations to or from MaintainX. Use when migrating from legacy CMMS systems, performing major re-platforming, or transitioning to MaintainX from spreadsheets or other tools. Trigger with phrases like "migrate to … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/maintainx-pack/skills/maintainx-migration-deep-dive) | +| `mnemos` | core | Persistent memory and learning-loop skills for AI coding agents using mnemos MCP tools. Use whenever mnemos_* MCP tools are available and you are doing work worth remembering. Cross-session memory, conventions, corrections, and … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/community/mnemos/.claude/skills/mnemos) | +| `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) | +| `gamma-migration-deep-dive` | core | Deep dive into migrating to Gamma from other presentation platforms. Use when migrating from PowerPoint, Google Slides, Canva, or other presentation tools to Gamma. Trigger with phrases like "gamma migration", "migrate to gamma", "gamma … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/gamma-pack/skills/gamma-migration-deep-dive) | + +## 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) | +| `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) | +| `pydicom` | core | Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/pydicom) | +| `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) | + +## 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) | +| `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) | +| `pydicom` | core | Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/pydicom) | +| `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) | + +## 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 | +|---|---|---|---| +| `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) | +| `patient-communication` | adjacent | 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) | + +## 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 | +|---|---|---|---| +| `performing-endpoint-forensics-investigation` | core | Performs digital forensics investigation on compromised endpoints including memory acquisition, disk imaging, artifact analysis, and timeline reconstruction. Use when investigating security incidents, collecting evidence for legal … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-endpoint-forensics-investigation) | + +## 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-growth-strategy` | core | E-commerce growth strategy advisor. Diagnoses current business health using unit economics (CAC, LTV, AOV, contribution margin), identifies the highest-impact growth opportunities across 5 levers (traffic, conversion, AOV, retention, … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/ecommerce-growth-strategy) | +| `supply-chain-optimization-amazon-lite` | core | Supply Chain Optimization (Lite) - Diagnose bottlenecks and provide cost reduction strategies through conversation | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/supply-chain-optimization/supply-chain-optimization-amazon) | + +## 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) | +| `html-ppt-zhangzara-coral` | core | Open Design's community-growth campaign across GitHub, Discord, and X: the loops, the content calendar, and the pipeline math. Built as a decision-grade marketing & GTM deck for growth team, community lead. | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/html-ppt-zhangzara-coral) | + +## Source: qdrant/skills + +- Repository: [https://github.com/qdrant/skills](https://github.com/qdrant/skills) (commit `2a06cb1`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `qdrant-monitoring-debugging` | core | Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory too high', 'OOM crash', 'queries are slow', 'latency spike', or 'search was fast now it's … | [source](https://github.com/qdrant/skills/tree/2a06cb1/skills/qdrant-monitoring/debugging) | + +## Source: ruvnet/claude-code-flow + +- Repository: [https://github.com/ruvnet/claude-code-flow](https://github.com/ruvnet/claude-code-flow) (commit `73914bd`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `research-synthesize` | core | Synthesize research findings from memory into structured reports with evidence grading, contradiction resolution, and actionable recommendations | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/plugins/ruflo-goals/skills/research-synthesize) | + +## Source: ruvnet/ruflo + +- Repository: [https://github.com/ruvnet/ruflo](https://github.com/ruvnet/ruflo) (commit `73914bd`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `research-synthesize` | core | Synthesize research findings from memory into structured reports with evidence grading, contradiction resolution, and actionable recommendations | [source](https://github.com/ruvnet/ruflo/tree/73914bd/plugins/ruflo-goals/skills/research-synthesize) | + +## 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: ThinkInAIXYZ/deepchat + +- Repository: [https://github.com/ThinkInAIXYZ/deepchat](https://github.com/ThinkInAIXYZ/deepchat) (commit `f275c92`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `feishu-tools` | core | Use the Feishu/Lark plugin MCP tools for Feishu documents, spreadsheets, knowledge content, and other matching workspace operations. | [source](https://github.com/ThinkInAIXYZ/deepchat/tree/f275c92/plugins/feishu/skills/feishu-tools) | + +## Source: trailofbits/skills + +- Repository: [https://github.com/trailofbits/skills](https://github.com/trailofbits/skills) (commit `cfe5d7b`, retrieved 2026-07-14) +- License: custom (see upstream LICENSE) + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `c-review` | core | Performs comprehensive C/C++ security review for memory corruption, integer overflows, race conditions, and platform-specific vulnerabilities. Use when auditing native C/C++ applications, reviewing daemons or services for memory safety, or … | [source](https://github.com/trailofbits/skills/tree/cfe5d7b/plugins/c-review/skills/c-review) | +| `rust-review` | core | Performs comprehensive Rust security review for safe/unsafe boundary issues, memory safety in unsafe blocks, concurrency hazards, panic-induced DoS, FFI safety, and async runtime mistakes. Use when auditing Rust crates, services, or … | [source](https://github.com/trailofbits/skills/tree/cfe5d7b/plugins/rust-review/skills/rust-review) | +| `chrome-mcp-troubleshooting` | core | Diagnose and fix Claude in Chrome MCP extension connectivity issues. Use when mcp__claude-in-chrome__* tools fail, return "Browser extension is not connected", or behave erratically. | [source](https://github.com/trailofbits/skills/tree/cfe5d7b/plugins/claude-in-chrome-troubleshooting/skills/chrome-mcp-troubleshooting) | + +## Source: zapier/zapier-mcp + +- Repository: [https://github.com/zapier/zapier-mcp](https://github.com/zapier/zapier-mcp) (commit `5360f15`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `zapier-status` | core | Check the health of your Zapier MCP setup. Three modes — health check (dashboard view), audit (find waste and duplicates), diagnose (systematic troubleshooting). Use when asking "is my MCP working?", "check my tools", "audit my setup", … | [source](https://github.com/zapier/zapier-mcp/tree/5360f15/plugins/zapier/skills/zapier-status) | diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..324b1a5 --- /dev/null +++ b/references/market.md @@ -0,0 +1,164 @@ +# Market evidence report — dental-practitioner + +Source: **47 real job ads** (JSearch API, countries: us 47), extracted into the MSSQL evidence store; as of 2026-07-11. +This report contains extracted, aggregated facts only — no ad text is +reproduced (copyright / platform terms). + +## Seniority distribution + +| Seniority | Ads | Share | +|---|---|---| +| mid | 34 | 72 % | +| n/a | 7 | 15 % | +| lead | 5 | 11 % | +| junior | 1 | 2 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | Denticon | 5 | 11 % | +| 2 | digital x-ray | 4 | 9 % | +| 3 | DentaPro software | 3 | 6 % | +| 4 | fiber-optic handpieces | 3 | 6 % | +| 5 | Panorex units | 3 | 6 % | + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | treatment planning | 27 | 57 % | +| 2 | dental diagnosis | 11 | 23 % | +| 3 | patient care | 9 | 19 % | +| 4 | clinical treatment | 8 | 17 % | +| 5 | extractions | 8 | 17 % | +| 6 | patient education | 8 | 17 % | +| 7 | dental care | 6 | 13 % | +| 8 | aseptic technique | 5 | 11 % | +| 9 | dental procedures | 5 | 11 % | +| 10 | endodontics | 5 | 11 % | +| 11 | general dentistry | 5 | 11 % | +| 12 | infection control | 5 | 11 % | +| 13 | oral disease diagnosis | 5 | 11 % | +| 14 | restorative dentistry | 5 | 11 % | +| 15 | budget management | 4 | 9 % | +| 16 | crowns | 4 | 9 % | +| 17 | pediatric dentistry | 4 | 9 % | +| 18 | clinical dentistry | 3 | 6 % | +| 19 | dental exam | 3 | 6 % | +| 20 | dental examinations | 3 | 6 % | +| 21 | dental exams | 3 | 6 % | +| 22 | dentist mentoring | 3 | 6 % | +| 23 | diagnosis | 3 | 6 % | +| 24 | fillings | 3 | 6 % | +| 25 | full mouth exams | 3 | 6 % | +| 26 | prosthodontics | 3 | 6 % | +| 27 | removable prosthodontics | 3 | 6 % | +| 28 | team leadership | 3 | 6 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | patient-centered care | 3 | 6 % | +| 2 | patient-centric care | 3 | 6 % | + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | patient care | 12 | 26 % | +| 2 | adhering to HIPAA regulations | 5 | 11 % | +| 3 | developing treatment plans | 5 | 11 % | +| 4 | diagnosing oral diseases | 5 | 11 % | +| 5 | maintaining patient records | 5 | 11 % | +| 6 | performing dental procedures | 5 | 11 % | +| 7 | treatment planning | 5 | 11 % | +| 8 | clinical practice | 4 | 9 % | +| 9 | discussing treatment options | 4 | 9 % | +| 10 | financial objective attainment | 4 | 9 % | +| 11 | quality assurance | 4 | 9 % | +| 12 | adhering to dental ethics | 3 | 6 % | +| 13 | conducting exams | 3 | 6 % | +| 14 | new dentist mentoring | 3 | 6 % | +| 15 | patient care delivery | 3 | 6 % | +| 16 | patient education | 3 | 6 % | +| 17 | professional networking | 3 | 6 % | +| 18 | providing clinical treatments | 3 | 6 % | + +## Regional breakdown + +> **Corpus note:** 47 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative. + +### US (us) + +47 ads. + +**Top hard skills:** + +- treatment planning — 57 % (27 ads) +- dental diagnosis — 23 % (11 ads) +- patient care — 19 % (9 ads) +- clinical treatment — 17 % (8 ads) +- extractions — 17 % (8 ads) +- patient education — 17 % (8 ads) +- dental care — 13 % (6 ads) +- aseptic technique — 11 % (5 ads) +- dental procedures — 11 % (5 ads) +- endodontics — 11 % (5 ads) + +**Top tools:** + +- Denticon — 11 % (5 ads) +- digital x-ray — 9 % (4 ads) +- DentaPro software — 6 % (3 ads) +- fiber-optic handpieces — 6 % (3 ads) +- Panorex units — 6 % (3 ads) +- 3D scanner — 4 % (2 ads) +- AI tools — 4 % (2 ads) +- CAD/CAM systems — 4 % (2 ads) +- CBCT scanner — 4 % (2 ads) +- digital impressions — 4 % (2 ads) + +**Seniority:** mid 72 % · n/a 15 % · lead 11 % · junior 2 % + +### 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 | +|---|---| +| Associate Dentist | 9 | +| General Dentist | 4 | +| Dentist | 3 | +| Dentist - DDS / DMD | 3 | +| Part Time Dentist - Community Clinic | 3 | +| Pediatric Dentist | 2 | +| Are You A Hard-Working Dentist? Apply Here. | 1 | +| Associate Dentist FFS with FULL Schedule | 1 | +| Associate Dentist Opportunity | $150K Guaranteed Base + 40% Collections | $250K–$400K+ Earning Potential | Mentorship & Partnership Potential | Delaware Beaches | 1 | +| Community Dentist Tele-Dentistry & Comprehensive Care | 1 | +| Community Dentist: Comprehensive Care & Smile Specialist | 1 | +| Community Dentist: Impactful Urban Care & Equity | 1 | +| Dentist – DDS / DMD | 1 | +| Dentist - Full Time Opportunity in Private Practice! | 1 | +| Dentist - SCI Laurel Highlands | 1 | +| Dentistry - General (Binghamton, NY) | 1 | +| General Dentist - Full Time DANV-Falls Church | 1 | +| General Dentist - Full Time Opportunity in Private Practice! | 1 | +| General Dentist (2-3 days a week) | 1 | +| General Dentist Doylestown PA Flexible Schedule | 1 | +| General Dentist Front Royal VA | 1 | +| General Dentist- General Dentist Opportunity in Small Group Practice based in Northern New Jersey! | 1 | +| General Dentist Harrisburg PA Flexible Schedule | 1 | +| General Dentist McLean VA Flexible Schedule | 1 | +| General Practice Dentist | 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. diff --git a/references/profile.md b/references/profile.md new file mode 100644 index 0000000..4d6de47 --- /dev/null +++ b/references/profile.md @@ -0,0 +1,27 @@ +# Occupation profile — dental practitioner + +- **ESCO URI:** http://data.europa.eu/esco/occupation/e52b5707-7097-4dbc-ac61-054e917da241 +- **ESCO code:** 2261.1 +- **ISCO-08 group:** 2261 — Dentists +- **O*NET-SOC:** 29-1022.00 — Oral and Maxillofacial Surgeons (match: closeMatch) + +## Description (ESCO) + +Dental practitioners prevent, diagnose and treat anomalies and diseases affecting the teeth, mouth, jaws and adjoining tissues. + +## Definition + +nan + +## Alternative labels + +- community dentist +- dentist +- principal dentist +- conservative dentist +- geriatric dentist +- associate dental practitioner +- principal dental practitioner +- paediatric dentist +- associate dentist +- community dental practitioner diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..82282b6 --- /dev/null +++ b/references/skills.md @@ -0,0 +1,110 @@ +# Competences — dental practitioner + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/e52b5707-7097-4dbc-ac61-054e917da241). + +## Essential + +- **accept own accountability** (skill/competence) +- **advise on healthcare users' informed consent** (skill/competence) +- **anaesthetics** (knowledge) +- **apply context specific clinical competences** (skill/competence) +- **apply organisational techniques** (skill/competence) +- **carry out local anesthesia in dental procedures** (skill/competence) +- **clinical disciplines in dentistry** (knowledge) +- **communicate in healthcare** (skill/competence) +- **comply with legislation related to health care** (skill/competence) +- **comply with quality standards related to healthcare practice** (skill/competence) +- **contribute to continuity of health care** (skill/competence) +- **correct temporomandibular joint abnormalities** (skill/competence) +- **cosmetic dental procedures** (knowledge) +- **counsel on nutrition and its impact on oral health** (skill/competence) +- **deal with emergency care situations** (skill/competence) +- **deal with patients' anxiety** (skill/competence) +- **dentistry science** (knowledge) +- **develop a collaborative therapeutic relationship** (skill/competence) +- **diagnose abnormalities of dental-facial structures** (skill/competence) +- **differentiate between maxillofacial tissues** (skill/competence) +- **discuss dental treatment options with patient** (skill/competence) +- **educate on the prevention of illness** (skill/competence) +- **empathise with the healthcare user** (skill/competence) +- **ensure safety of healthcare users** (skill/competence) +- **fit dental appliances** (skill/competence) +- **follow clinical guidelines** (skill/competence) +- **interact with healthcare users** (skill/competence) +- **interpret findings from medical examinations** (skill/competence) +- **keep records for dental prostheses** (skill/competence) +- **lead the dental team** (skill/competence) +- **listen actively** (skill/competence) +- **manage adverse reactions to anaesthesia** (skill/competence) +- **manage dental emergencies** (skill/competence) +- **manage edentulous patients** (skill/competence) +- **manage healthcare users' data** (skill/competence) +- **manage infection control in the facility** (skill/competence) +- **manage occlusion** (skill/competence) +- **medico-biological and medical sciences related to dentistry** (knowledge) +- **minimise occupational hazards in dentistry practice** (skill/competence) +- **mouth anatomy** (knowledge) +- **perform dental clinical examination** (skill/competence) +- **perform multiple tasks at the same time** (skill/competence) +- **perform oral health diagnosis** (skill/competence) +- **perform reconstructive oral surgery** (skill/competence) +- **promote health and safety policies in health services** (skill/competence) +- **promote inclusion** (skill/competence) +- **provide health education** (skill/competence) +- **provide instruction in orthodontic procedures** (skill/competence) +- **provide periodontal treatment** (skill/competence) +- **provide treatment strategies for challenges to human health** (skill/competence) +- **refer healthcare users** (skill/competence) +- **rehabilitate worn dentition** (skill/competence) +- **respond to changing situations in health care** (skill/competence) +- **restore teeths' natural colour** (skill/competence) +- **select materials for orthodontic appliances** (skill/competence) +- **supervise dental staff** (skill/competence) +- **surgery** (knowledge) +- **treat cases of malocclusion** (skill/competence) +- **treat exposure of dental pulp** (skill/competence) +- **treat snoring problems** (skill/competence) +- **treat tooth decay** (skill/competence) +- **undertake clinical audit** (skill/competence) +- **use e-health and mobile health technologies** (skill/competence) +- **use orthodontic tools** (skill/competence) +- **work in a multicultural environment in health care** (skill/competence) +- **work in multidisciplinary health teams** (skill/competence) +- **write prescriptions for medication in dentistry** (skill/competence) + +## Optional + +- build community relations (skill/competence) +- conduct continuing professional development workshops (skill/competence) +- conduct health related research (skill/competence) +- contribute to practice innovation in health care (skill/competence) +- correct dentofacial deformities (skill/competence) +- employment law (knowledge) +- handle payments in dentistry (skill/competence) +- impact of social contexts on health (knowledge) +- inform policy makers on health-related challenges (skill/competence) +- manage healthcare staff (knowledge) +- organise public oral health programmes (skill/competence) +- pedagogy (knowledge) +- record healthcare users' billing information (skill/competence) +- train employees (skill/competence) +- use foreign languages for health-related research (skill/competence) +- use foreign languages in patient care (skill/competence) + + + +## Market evidence (job-ad analysis, 47 ads, as of 2026-07-11) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- treatment planning — **57 %** +- dental diagnosis — **23 %** +- patient care — **19 %** + +### Responsibilities + +- patient care — **26 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..6d024ca --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,31 @@ +# Tasks & work activities — dental practitioner + +Source: O*NET 30.3, occupation 29-1022.00 (Oral and Maxillofacial Surgeons). + +## Task statements + +- **[Core]** Administer general and local anesthetics. +- **[Core]** Remove impacted, damaged, and non-restorable teeth. +- **[Core]** Evaluate the position of the wisdom teeth to determine whether problems exist currently or might occur in the future. +- **[Core]** Collaborate with other professionals, such as restorative dentists and orthodontists, to plan treatment. +- **[Core]** Perform surgery to prepare the mouth for dental implants and to aid in the regeneration of deficient bone and gum tissues. +- **[Core]** Remove tumors and other abnormal growths of the oral and facial regions, using surgical instruments. +- **[Core]** Treat infections of the oral cavity, salivary glands, jaws, and neck. +- **[Core]** Treat problems affecting the oral mucosa, such as mouth ulcers and infections. +- **[Core]** Provide emergency treatment of facial injuries including facial lacerations, intra-oral lacerations, and fractured facial bones. +- **[Core]** Perform surgery on the mouth and jaws to treat conditions such as cleft lip, cleft palate, and jaw growth problems. +- **[Core]** Restore form and function by moving skin, bone, nerves, and other tissues from other parts of the body to reconstruct the jaws and face. +- **[Supplemental]** Perform minor cosmetic procedures, such as chin and cheekbone enhancements. +- **[Supplemental]** Perform minor facial rejuvenation procedures, including the use of Botox and laser technology. +- **[Supplemental]** Treat snoring problems, using laser surgery. + +## Detailed work activities + +- Administer anesthetics or sedatives to control pain. +- Analyze patient data to determine patient needs or treatment goals. +- Collaborate with healthcare professionals to plan or provide treatment. +- Operate on patients to treat conditions. +- Treat acute illnesses, infections, or injuries. +- Treat chronic diseases or disorders. +- Treat dental problems or diseases. +- Treat medical emergencies. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..d20b394 --- /dev/null +++ b/references/tools.md @@ -0,0 +1,16 @@ +# Tools & technology — dental practitioner + +Source: O*NET 30.3 'Software Skills' for 29-1022.00. + +| Software | Category | Hot technology | +|---|---|---| +| Ada | Development environment software | | +| Apteryx Imaging Suite | Graphics or photo imaging software | | +| DentalEye | Graphics or photo imaging software | | +| Gendex Dental Systems VixWin PRO | Graphics or photo imaging software | | +| Kodak Dental Systems Kodak Cosmetic Imaging Module | Graphics or photo imaging software | | +| Planmeca Oy Dimaxis | Graphics or photo imaging software | | +| Sirona SIDEXIS XG | Graphics or photo imaging software | | +| DecisionBase TiME for OMS | Medical software | | +| Dolphin Imaging & Management Solutions Dolphin Management | Medical software | | +| DSN Software Oral Surgery-Exec | Medical software | |