feat: specialist-chiropractor skill package v0.1.0

2026-08-14 17:07:16 +02:00
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--- a/PROVENANCE.md
+++ b/PROVENANCE.md
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+# Data provenance — specialist-chiropractor
+
+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 — specialist-chiropractor
+    "ESCO (occupation & competences)" : 80
+    "O*NET (tasks & tools)" : 78
+    "Job boards (market evidence)" : 87
+    "Anthropic official Claude skills" : 5
+    "External AI skill packs (mapped)" : 141
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 80 | 20.5 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 78 | 19.9 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 87 | 22.3 % | 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) | 141 | 36.1 % | 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).
--- a/SKILL.md
+++ b/SKILL.md
@@ -0,0 +1,51 @@
+---
+name: specialist-chiropractor
+description: "Occupational skill for the role 'specialist chiropractor' (also: licensed specialised chiropractor, specialised etiopath, specialised musculoskeletal therapist, specialised chiropractor, specialised neuromusculoskeletal therapist, specialised osteopath). Use when the user asks for typical specialist chiropractor work such as: typical specialist chiropractor responsibilities"
+---
+
+# Specialist Chiropractor
+
+Specialist chiropractors have an advanced knowledge and understanding in a specific chiropractic area, acquiring complex decision making skills and clinical competency within the scope of the chiropractic profession. Specialist chiropractors may have undertaken an advanced course of studies to acquire the necessary skills and competency and qualification. Specialist chiropractors may be found in different specific fields such as education, functional neurology, orthopaedics, paediatrics, research, radiology, sport.
+
+## Core workflow
+
+
+## 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 health well-being and safety
+- advise on healthcare users' informed consent
+- advocate health
+- apply clinical chiropractic competencies in sport
+- apply context specific clinical competences
+- apply organisational techniques
+- biomechanics
+- collect healthcare user's general data
+- communicate in healthcare
+- comply with legislation related to health care
+- comply with quality standards related to healthcare practice
+- conduct chiropractic examination
+- conduct health related research
+- contribute to continuity of health care
+
+## Hot technologies
+
+- eClinicalWorks EHR software
+- Microsoft Access
+- Microsoft Excel
+- Microsoft Office software
+- Microsoft Outlook
+- Microsoft PowerPoint
+- Microsoft Windows
+- Microsoft Word
+
+---
+*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/be235deb-6181-43ca-8127-7010a689643a), O*NET 30.3 (31-2021.00, manual nearest match). See manifest.json for licensing/attribution.*
--- a/manifest.json
+++ b/manifest.json
@@ -0,0 +1,202 @@
+{
+  "name": "specialist-chiropractor",
+  "title": "specialist chiropractor",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/be235deb-6181-43ca-8127-7010a689643a",
+    "esco_code": "2269.10",
+    "isco_group": "2269",
+    "onet_soc": "31-2021.00",
+    "crosswalk_match": "manual nearest via ISCO 2269 (Physical Therapist Assistants)"
+  },
+  "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": 0,
+    "dwas": 0,
+    "skills_essential": 71,
+    "skills_optional": 8,
+    "software": 0
+  },
+  "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": 9
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "license": "MIT",
+        "skills": 11
+      },
+      "Sushegaad/Claude-Skills-Governance-Risk-and-Compliance": {
+        "repo": "https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance",
+        "commit": "71d8920",
+        "license": "MIT",
+        "skills": 1
+      },
+      "affaan-m/everything-claude-code": {
+        "repo": "https://github.com/affaan-m/everything-claude-code",
+        "commit": "ed38744",
+        "license": "MIT",
+        "skills": 4
+      },
+      "jeremylongshore/claude-code-plugins-plus-skills": {
+        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
+        "commit": "e112938a",
+        "license": "MIT",
+        "skills": 12
+      },
+      "nexu-io/open-design": {
+        "repo": "https://github.com/nexu-io/open-design",
+        "commit": "4b66023",
+        "license": "Apache-2.0",
+        "skills": 3
+      },
+      "brycewang-stanford/Auto-Empirical-Research-Skills": {
+        "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
+        "commit": "85bf545",
+        "license": "CC-BY-4.0",
+        "skills": 7
+      },
+      "microsoft/power-platform-skills": {
+        "repo": "https://github.com/microsoft/power-platform-skills",
+        "commit": "0d7ed9a",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mvanhorn/last30days-skill": {
+        "repo": "https://github.com/mvanhorn/last30days-skill",
+        "commit": "4b02791",
+        "license": "MIT",
+        "skills": 1
+      },
+      "parcadei/Continuous-Claude-v3": {
+        "repo": "https://github.com/parcadei/Continuous-Claude-v3",
+        "commit": "d07ff4b",
+        "license": "MIT",
+        "skills": 1
+      },
+      "vibeeval/vibecosystem": {
+        "repo": "https://github.com/vibeeval/vibecosystem",
+        "commit": "cea9462",
+        "license": "MIT",
+        "skills": 1
+      },
+      "wanshuiyin/Auto-claude-code-research-in-sleep": {
+        "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep",
+        "commit": "eb5c9d7",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mohitagw15856/pm-claude-skills": {
+        "repo": "https://github.com/mohitagw15856/pm-claude-skills",
+        "commit": "876fa30",
+        "license": "MIT",
+        "skills": 1
+      },
+      "alirezarezvani/claude-skills": {
+        "repo": "https://github.com/alirezarezvani/claude-skills",
+        "commit": "0241f43",
+        "license": "MIT",
+        "skills": 5
+      },
+      "staruhub/ClaudeSkills": {
+        "repo": "https://github.com/staruhub/ClaudeSkills",
+        "commit": "3d4045d",
+        "license": "MIT",
+        "skills": 1
+      },
+      "nexscope-ai/eCommerce-Skills": {
+        "repo": "https://github.com/nexscope-ai/eCommerce-Skills",
+        "commit": "56f3288",
+        "license": "MIT",
+        "skills": 1
+      },
+      "dotnet/skills": {
+        "repo": "https://github.com/dotnet/skills",
+        "commit": "79a2ada",
+        "license": "MIT",
+        "skills": 1
+      },
+      "wondelai/skills": {
+        "repo": "https://github.com/wondelai/skills",
+        "commit": "326b380",
+        "license": "MIT",
+        "skills": 1
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 78,
+      "adjacent": 2
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 80,
+      "onet": 78,
+      "jobads": 87,
+      "wiki_ai": 0,
+      "anthropic": 5,
+      "ai_skills": 141,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 20.5,
+      "onet": 19.9,
+      "jobads": 22.3,
+      "wiki_ai": 0.0,
+      "anthropic": 1.3,
+      "ai_skills": 36.1,
+      "stackx": 0.0
+    },
+    "method": "content items per source category"
+  },
+  "collar": "white",
+  "computer_work": true
+}
--- a/references/ai-skills.md
+++ b/references/ai-skills.md
@@ -0,0 +1,274 @@
+# External AI agent skills — specialist-chiropractor
+
+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 |
+|---|---|---|---|
+| `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) |
+| `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) |
+| `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) |
+| `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) |
+| `clinical-decision-support-rules` | core | Develop and maintain clinical decision support rules including alerts, reminders, order sets, and evidence-based recommendations within EHR systems | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/healthcare/skills/clinical-decision-support-rules) |
+| `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) |
+| `clinical-documentation-query` | core | Generate compliant physician queries to clarify clinical documentation for accurate coding, severity of illness, and risk of mortality capture | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/healthcare/skills/clinical-documentation-query) |
+| `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) |
+
+## Source: affaan-m/everything-claude-code
+
+- Repository: [https://github.com/affaan-m/everything-claude-code](https://github.com/affaan-m/everything-claude-code) (commit `ed38744`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `healthcare-emr-patterns` | core | EMR/EHR development patterns for healthcare applications. Clinical safety, encounter workflows, prescription generation, clinical decision support integration, and accessibility-first UI for medical data entry. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/healthcare-emr-patterns) |
+| `healthcare-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-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) |
+| `finance-billing-ops` | core | Evidence-first revenue, pricing, refunds, team-billing, and billing-model truth workflow for ECC. Use when the user wants a sales snapshot, pricing comparison, duplicate-charge diagnosis, or code-backed billing reality instead of generic … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/finance-billing-ops) |
+
+## 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 |
+|---|---|---|---|
+| `mdr-745-specialist` | core | EU MDR 2017/745 compliance specialist for medical device classification, technical documentation, clinical evidence, and post-market surveillance. Covers Annex VIII classification rules, Annex II/III technical files, Annex XIV clinical … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/ra-qm-team/skills/mdr-745-specialist) |
+| `research-ops-skills` | core | Use when planning, funding, scoping, or synthesizing enterprise research across workstreams — clinical study design, R&D program finance, market sizing/surveys, or product/user research. Triggers on "design this clinical study", "what … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/research-ops/skills/research-ops-skills) |
+| `grants` | core | NIH grant research skill for clinical researchers. Grill-me intake (research idea + career stage + preliminary data + environment + submission posture + known institute targets) locks down the funding strategy before any search runs. Runs … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/research/grants/skills/grants) |
+| `clinical-research` | core | — | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/.gemini/skills/clinical-research) |
+| `quality-manager-qms-iso13485` | core | ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal auditing, CAPA management, and certification support. Use when working with medical … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/ra-qm-team/skills/quality-manager-qms-iso13485) |
+
+## 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 |
+|---|---|---|---|
+| `medical-data-api` | core | Access FDA drug data and WHO global health statistics for research | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/biomedical/medical-data-api) |
+| `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) |
+| `research-lit` | core | Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/42-wanshuiyin-ARIS/skills/research-lit) |
+| `biomedical-skills` | core | 24 biomedical research skills. Trigger: medical research, clinical trials, genomics, bioinformatics. Design: domain databases, wet-lab/dry-lab methods, and ethical compliance guides. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/biomedical) |
+| `clinical-pharmacology-guide` | core | 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) |
+| `clinical-research-guide` | core | Design clinical studies and report using CONSORT, STROBE guidelines | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/biomedical/clinical-research-guide) |
+| `pharma-skills` | core | 6 pharmaceutical research skills. Trigger: drug discovery, pharmacology, clinical trial design, regulatory filing. Design: end-to-end pipeline from target identification to clinical trials. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/pharma) |
+
+## 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) |
+| `clinicaltrials-database` | core | Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/clinicaltrials-database) |
+| `mdr-745-specialist` | core | EU MDR 2017/745 regulation specialist and consultant for medical device requirement management. Provides comprehensive MDR compliance expertise, gap analysis, technical documentation guidance, clinical evidence requirements, and … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/enterprise-communication/mdr-745-specialist) |
+| `quality-manager-qms-iso13485` | core | 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) |
+| `Error Resolver` | core | Systematic error diagnosis and resolution using first-principle analysis. Use when encountering any error message, stack trace, or unexpected behavior. Supports replay functionality to record and reuse solutions. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/error-resolver) |
+| `biomni` | core | Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biomedical research including CRISPR … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/biomni) |
+
+## 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: 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) |
+| `clinicaltrials-database` | core | Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/clinicaltrials-database) |
+| `iso-13485-certification` | core | 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) |
+
+## 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-install-auth` | core | Set up Abridge clinical AI platform authentication and EHR integration credentials. Use when onboarding a healthcare org to Abridge, configuring Epic/Athena integration, or setting up developer sandbox access for ambient AI documentation. … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-install-auth) |
+| `abridge-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) |
+| `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) |
+| `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) |
+| `abridge-hello-world` | core | Create a minimal Abridge ambient AI clinical documentation example. Use when testing Abridge integration, verifying EHR connectivity, or learning how Abridge captures and structures clinical conversations. Trigger: "abridge hello world", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-hello-world) |
+| `abridge-upgrade-migration` | core | Plan and execute Abridge integration upgrades and EHR migration procedures. Use when upgrading Abridge API versions, migrating between EHR systems, or handling breaking changes in clinical documentation workflows. Trigger: "abridge … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-upgrade-migration) |
+| `surge-retention` | core | Retention diagnosis + intervention plan — analyze the retention curve, identify the primary drop-off point, and produce a specific intervention plan with expected impact. Use when asked to "improve retention", "why are users churning", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/bundle/revenue-team/skills/surge-retention) |
+| `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-core-workflow-a` | core | Implement Abridge ambient clinical documentation capture-to-note pipeline. Use when building the primary encounter workflow: audio capture, real-time transcription, AI note generation, and EHR note insertion. Trigger: "abridge clinical … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-core-workflow-a) |
+| `abridge-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) |
+
+## 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` | core | Build clinical/healthcare deep-learning pipelines with PyHealth — loading EHR/signal/imaging datasets (MIMIC-III/IV, eICU, OMOP, SleepEDF, ChestXray14, EHRShot), defining tasks (mortality, readmission, length-of-stay, drug recommendation, … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/pyhealth) |
+| `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) |
+| `iso-13485-certification` | core | 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` | core | Build clinical/healthcare deep-learning pipelines with PyHealth — loading EHR/signal/imaging datasets (MIMIC-III/IV, eICU, OMOP, SleepEDF, ChestXray14, EHRShot), defining tasks (mortality, readmission, length-of-stay, drug recommendation, … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/pyhealth) |
+| `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) |
+| `iso-13485-certification` | core | 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: microsoft/power-platform-skills
+
+- Repository: [https://github.com/microsoft/power-platform-skills](https://github.com/microsoft/power-platform-skills) (commit `0d7ed9a`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `diagnose-flow` | core | Deep autonomous diagnosis of a failed flow run. Provide environment, flow, and run IDs. Use when the user asks to diagnose or deeply investigate a specific failed flow run. | [source](https://github.com/microsoft/power-platform-skills/tree/0d7ed9a/plugins/power-automate/skills/diagnose-flow) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+
+## Source: mvanhorn/last30days-skill
+
+- Repository: [https://github.com/mvanhorn/last30days-skill](https://github.com/mvanhorn/last30days-skill) (commit `4b02791`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `last30days` | core | Research what people actually say about any topic in the last 30 days. Pulls posts and engagement from Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub, and the web. Includes a doctor health check to diagnose broken or missing … | [source](https://github.com/mvanhorn/last30days-skill/tree/4b02791/skills/last30days) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `clinical-case-report` | core | Structured medical case presentation for clinical rounds, conferences, and documentation. Generates SOAP-format or narrative case reports with physiologically accurate vitals, labs, and evidence-based plans. Use when the brief mentions … | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/clinical-case-report) |
+| `html-ppt` | core | For consulting delivery work: turn diagnosis, frameworks, and project work into a client-adoptable action plan. Built around the core query "consulting-final-deck", with engagement manager judgment, buyer-ready proof, and this outcome: … | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/html-ppt) |
+
+## 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` | core | System health check (MOT) for skills, agents, hooks, and memory | [source](https://github.com/parcadei/Continuous-Claude-v3/tree/d07ff4b/.claude/skills/mot) |
+
+## Source: staruhub/ClaudeSkills
+
+- Repository: [https://github.com/staruhub/ClaudeSkills](https://github.com/staruhub/ClaudeSkills) (commit `3d4045d`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `deep-research` | core | Use this skill when the user wants an evidence-based research memo, literature review, market/policy/technical landscape, or a multi-source decision brief with citations, trade-offs, and a clear conclusion. Best for tasks that need … | [source](https://github.com/staruhub/ClaudeSkills/tree/3d4045d/skills/Geek-skills-deep-research) |
+
+## Source: Sushegaad/Claude-Skills-Governance-Risk-and-Compliance
+
+- Repository: [https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance](https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance) (commit `71d8920`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `hipaa-compliance` | core | Expert HIPAA compliance assistant for healthcare and software contexts. Use this skill whenever the user mentions HIPAA, PHI (Protected Health Information), ePHI, covered entities, business associates, healthcare data privacy, medical … | [source](https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance/tree/71d8920/plugins/hipaa-compliance/skills/hipaa-compliance) |
+
+## Source: 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 |
+|---|---|---|---|
+| `mot` | core | System health check (MOT) for skills, agents, hooks, and memory | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/mot) |
+
+## Source: wanshuiyin/Auto-claude-code-research-in-sleep
+
+- Repository: [https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep) (commit `eb5c9d7`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `research-lit` | core | Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers. | [source](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/eb5c9d7/skills/research-lit) |
+
+## 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 |
+|---|---|---|---|
+| `good-strategy-bad-strategy` | core | Formulate and audit real strategy using Richard Rumelt''s "Good Strategy Bad Strategy": an honest diagnosis, a guiding policy, and coherent action instead of goals, vision, and wishful thinking. Use when the user mentions "good strategy … | [source](https://github.com/wondelai/skills/tree/326b380/good-strategy-bad-strategy) |
--- a/references/market.md
+++ b/references/market.md
@@ -0,0 +1,113 @@
+# Market evidence report — specialist-chiropractor
+
+Source: **24 real job ads** (JSearch API, countries: us 24), extracted into the MSSQL evidence store; as of 2026-07-19.
+This report contains extracted, aggregated facts only — no ad text is
+reproduced (copyright / platform terms).
+
+## Seniority distribution
+
+| Seniority | Ads | Share |
+|---|---|---|
+| mid | 22 | 92 % |
+| n/a | 1 | 4 % |
+| junior | 1 | 4 % |
+
+## Tools — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | EHR system | 4 | 17 % |
+
+## Hard skills — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | treatment planning | 11 | 46 % |
+| 2 | patient evaluation | 10 | 42 % |
+| 3 | x-ray analysis | 9 | 38 % |
+| 4 | medical history review | 8 | 33 % |
+| 5 | diagnosis | 6 | 25 % |
+| 6 | physical examination | 6 | 25 % |
+| 7 | chiropractic adjustment | 5 | 21 % |
+| 8 | chiropractic diagnosis | 5 | 21 % |
+| 9 | chiropractic care | 4 | 17 % |
+| 10 | chiropractic manual therapy | 4 | 17 % |
+| 11 | patient assessment | 4 | 17 % |
+| 12 | spinal adjustment | 4 | 17 % |
+| 13 | documentation | 3 | 12 % |
+| 14 | manual adjustment | 3 | 12 % |
+| 15 | manual therapy | 3 | 12 % |
+| 16 | medical record review | 3 | 12 % |
+| 17 | therapeutic exercise prescription | 3 | 12 % |
+
+## Methods — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | activator technique | 3 | 12 % |
+| 2 | collaborative care | 3 | 12 % |
+| 3 | diversified technique | 3 | 12 % |
+| 4 | manual techniques | 3 | 12 % |
+| 5 | patient-centered treatment | 3 | 12 % |
+| 6 | wellness care | 3 | 12 % |
+
+## Responsibilities — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | patient education | 15 | 62 % |
+| 2 | documentation | 6 | 25 % |
+| 3 | case history maintenance | 5 | 21 % |
+| 4 | patient consultation | 5 | 21 % |
+| 5 | patient exams | 5 | 21 % |
+| 6 | assistant supervision | 4 | 17 % |
+| 7 | patient care | 4 | 17 % |
+| 8 | patient evaluation | 4 | 17 % |
+| 9 | treatment plan formulation | 4 | 17 % |
+| 10 | care coordination | 3 | 12 % |
+| 11 | collaboration with doctors | 3 | 12 % |
+| 12 | medical history review | 3 | 12 % |
+| 13 | team collaboration | 3 | 12 % |
+
+## Regional breakdown
+
+> **Corpus note:** 24 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
+
+### US (us)
+
+**Insufficient evidence** — 24 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
+
+### 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 |
+|---|---|
+| Chiropractor | 6 |
+| Associate Chiropractor Part time Friday Saturday and Sunday | 1 |
+| Chiropractor - Full-Time, Multidisciplinary Care Team | 1 |
+| Chiropractor - Injury Care Specialist (Bonus) | 1 |
+| Chiropractor - Laurel, MD | 1 |
+| Chiropractor - Silver Springs, MD | 1 |
+| CHIROPRACTOR "URGENTLY HIRING" | 1 |
+| Chiropractor at Cibelle Chiropractic of Georgetown Washington DC | 1 |
+| Chiropractor Baltimore MD | 1 |
+| Chiropractor Centreville VA | 1 |
+| Chiropractor Chantilly VA | 1 |
+| Chiropractor Columbia MD | 1 |
+| Chiropractor Landover MD | 1 |
+| Chiropractor Lovettsville VA | 1 |
+| Chiropractor Sterling VA | 1 |
+| Chiropractor Waldorf MD | 1 |
+| Dedicated Chiropractor - Full-Time Opportunity at Realigned Chiropractic | 1 |
+| Doctor of Chiropractic at Align Wellness Center - Full-Time Position | 1 |
+| Full-Time Chiropractor at Hawker Chiropractic and Wellness Center | 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.
--- a/references/profile.md
+++ b/references/profile.md
@@ -0,0 +1,22 @@
+# Occupation profile — specialist chiropractor
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/be235deb-6181-43ca-8127-7010a689643a
+- **ESCO code:** 2269.10
+- **ISCO-08 group:** 2269 — Health professionals not elsewhere classified
+
+## Description (ESCO)
+
+Specialist chiropractors have an advanced knowledge and understanding in a specific chiropractic area, acquiring complex decision making skills and clinical competency within the scope of the chiropractic profession. Specialist chiropractors may have undertaken an advanced course of studies to acquire the necessary skills and competency and qualification. Specialist chiropractors may be found in different specific fields such as education, functional neurology, orthopaedics, paediatrics, research, radiology, sport.
+
+## Definition
+
+nan
+
+## Alternative labels
+
+- licensed specialised chiropractor
+- specialised etiopath
+- specialised musculoskeletal therapist
+- specialised chiropractor
+- specialised neuromusculoskeletal therapist
+- specialised osteopath
--- a/references/skills.md
+++ b/references/skills.md
@@ -0,0 +1,123 @@
+# Competences — specialist chiropractor
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/be235deb-6181-43ca-8127-7010a689643a).
+
+## Essential
+
+- **accept own accountability** (skill/competence)
+- **adhere to health well-being and safety** (skill/competence)
+- **advise on healthcare users' informed consent** (skill/competence)
+- **advocate health** (skill/competence)
+- **apply clinical chiropractic competencies in sport** (skill/competence)
+- **apply context specific clinical competences** (skill/competence)
+- **apply organisational techniques** (skill/competence)
+- **biomechanics** (knowledge)
+- **collect healthcare user's general data** (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)
+- **conduct chiropractic examination** (skill/competence)
+- **conduct health related research** (skill/competence)
+- **contribute to continuity of health care** (skill/competence)
+- **contribute to the rehabilitation process** (skill/competence)
+- **create solutions to problems** (skill/competence)
+- **deal with emergency care situations** (skill/competence)
+- **develop a collaborative therapeutic relationship** (skill/competence)
+- **develop plans related to client discharge** (skill/competence)
+- **develop plans related to the transfer of care** (skill/competence)
+- **develop therapeutic relationships** (skill/competence)
+- **educate on the prevention of illness** (skill/competence)
+- **empathise with the healthcare user** (skill/competence)
+- **employ cognitive behaviour treatment techniques** (skill/competence)
+- **ensure safety of healthcare users** (skill/competence)
+- **first aid** (knowledge)
+- **follow clinical guidelines** (skill/competence)
+- **formulate a treatment plan** (skill/competence)
+- **general medicine** (knowledge)
+- **geriatrics** (knowledge)
+- **human anatomy** (knowledge)
+- **human physiology** (knowledge)
+- **inform policy makers on health-related challenges** (skill/competence)
+- **interact with healthcare users** (skill/competence)
+- **interpret medical results** (skill/competence)
+- **manage chiropractic staff** (skill/competence)
+- **manage clinical risk** (skill/competence)
+- **manage healthcare staff** (knowledge)
+- **manage healthcare users' data** (skill/competence)
+- **measure effectiveness of the service provided** (skill/competence)
+- **medical informatics** (knowledge)
+- **microbiology-bacteriology** (knowledge)
+- **neuroanatomy** (knowledge)
+- **neurology** (knowledge)
+- **obstetrics and gynaecology** (knowledge)
+- **orthopaedics** (knowledge)
+- **paediatrics** (knowledge)
+- **pharmacology** (knowledge)
+- **prescribe healthcare products** (skill/competence)
+- **promote health and safety policies in health services** (skill/competence)
+- **promote inclusion** (skill/competence)
+- **provide chiropractic diagnosis** (skill/competence)
+- **provide chiropractic maternal healthcare** (skill/competence)
+- **provide chiropractic paediatric healthcare** (skill/competence)
+- **provide clinical chiropractic neurology** (skill/competence)
+- **provide health education** (skill/competence)
+- **provide information on chiropractic treatment outcomes** (skill/competence)
+- **provide learning support in healthcare** (skill/competence)
+- **provide treatment strategies for challenges to human health** (skill/competence)
+- **psychology** (knowledge)
+- **record healthcare users' progress related to treatment** (skill/competence)
+- **refer healthcare users** (skill/competence)
+- **rehabilitation** (knowledge)
+- **respond to changing situations in health care** (skill/competence)
+- **supervise chiropractic students** (skill/competence)
+- **triage clients** (skill/competence)
+- **use different communication channels** (skill/competence)
+- **use e-health and mobile health technologies** (skill/competence)
+- **work in a multicultural environment in health care** (skill/competence)
+- **work in multidisciplinary health teams** (skill/competence)
+
+## Optional
+
+- contribute to quality physiotherapy services (skill/competence)
+- develop chiropractic services (skill/competence)
+- engage in chiropractic research (skill/competence)
+- manage personal professional development (skill/competence)
+- manage the neuropsychiatric sequelae of stroke (skill/competence)
+- therapeutic massage (knowledge)
+- use foreign languages for health-related research (skill/competence)
+- use foreign languages in patient care (skill/competence)
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 24 ads, as of 2026-07-19)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Hard skills
+
+- treatment planning — **46 %**
+- patient evaluation — **42 %**
+- x-ray analysis — **38 %**
+- medical history review — **33 %**
+- physical examination — **25 %**
+- diagnosis — **25 %**
+- chiropractic diagnosis — **21 %**
+- chiropractic adjustment — **21 %**
+- chiropractic care — **17 %**
+- chiropractic manual therapy — **17 %**
+- spinal adjustment — **17 %**
+- patient assessment — **17 %**
+
+### Responsibilities
+
+- patient education — **62 %**
+- documentation — **25 %**
+- case history maintenance — **21 %**
+- patient consultation — **21 %**
+- patient exams — **21 %**
+- patient care — **17 %**
+- treatment plan formulation — **17 %**
+- patient evaluation — **17 %**
+- assistant supervision — **17 %**
+
+<!-- market-evidence -->
--- a/references/tasks.md
+++ b/references/tasks.md
@@ -0,0 +1,56 @@
+# Tasks & work activities — specialist chiropractor
+
+Source: O*NET 30.3, occupation 31-2021.00 (Physical Therapist Assistants) — manual nearest-occupation mapping via ISCO group 2269; the official ESCO crosswalk has no entry for this ESCO occupation.
+
+## Task statements
+
+- **[Core]** Observe patients during treatments to compile and evaluate data on their responses and progress and provide results to physical therapist in person or through progress notes.
+- **[Core]** Administer active or passive manual therapeutic exercises, therapeutic massage, aquatic physical therapy, or heat, light, sound, or electrical modality treatments, such as ultrasound.
+- **[Core]** Communicate with or instruct caregivers or family members on patient therapeutic activities or treatment plans.
+- **[Core]** Attend or conduct continuing education courses, seminars, or in-service activities.
+- **[Core]** Instruct, motivate, safeguard, and assist patients as they practice exercises or functional activities.
+- **[Core]** Confer with physical therapy staff or others to discuss and evaluate patient information for planning, modifying, or coordinating treatment.
+- **[Core]** Measure patients' range-of-joint motion, body parts, or vital signs to determine effects of treatments or for patient evaluations.
+- **[Core]** Secure patients into or onto therapy equipment.
+- **[Core]** Fit patients for orthopedic braces, prostheses, or supportive devices, such as crutches.
+- **[Core]** Train patients in the use of orthopedic braces, prostheses, or supportive devices.
+- **[Core]** Transport patients to and from treatment areas, lifting and transferring them according to positioning requirements.
+- **[Core]** Monitor operation of equipment and record use of equipment and administration of treatment.
+- **[Core]** Clean work area and check and store equipment after treatment.
+- **[Core]** Assist patients to dress, undress, or put on and remove supportive devices, such as braces, splints, or slings.
+- **[Supplemental]** Administer traction to relieve neck or back pain, using intermittent or static traction equipment.
+- **[Core]** Perform clerical duties, such as taking inventory, ordering supplies, answering telephone, taking messages, or filling out forms.
+- **[Supplemental]** Prepare treatment areas and electrotherapy equipment for use by physiotherapists.
+- **[Core]** Perform postural drainage, percussions, or vibrations or teach deep breathing exercises to treat respiratory conditions.
+- **[Core]** Document patient information, such as notes on their progress.
+- **[Core]** Instruct patients in proper body mechanics and in ways to improve functional mobility, such as aquatic exercise.
+- **[Supplemental]** Perform therapeutic wound care.
+
+## Detailed work activities
+
+- Adjust positions of patients on beds or tables.
+- Administer basic health care or medical treatments.
+- Administer therapy treatments to patients using hands or physical treatment aids.
+- Assess physical conditions of patients to aid in diagnosis or treatment.
+- Assist patients with daily activities.
+- Attend educational events to update medical knowledge.
+- Clean patient rooms or patient treatment rooms.
+- Communicate patient status to other health practitioners.
+- Confer with other professionals to plan patient care.
+- Document client health or progress.
+- Encourage patients during therapeutic activities.
+- Engage patients in exercises or activities.
+- Fit patients for assistive devices.
+- Hold patients to ensure proper positioning or safety.
+- Inventory medical supplies or equipment.
+- Monitor medical equipment to ensure proper functioning.
+- Monitor patient progress or responses to treatments.
+- Move patients to or from treatment areas.
+- Perform clerical work in medical settings.
+- Prepare medical instruments or equipment for use.
+- Prepare medical reports or documents.
+- Prepare patient treatment areas for use.
+- Record patient medical histories.
+- Teach medical procedures or medical equipment use to patients.
+- Teach medical procedures to healthcare personnel.
+- Train patients, family members, or caregivers in techniques for managing disabilities or illnesses.
--- a/references/tools.md
+++ b/references/tools.md
@@ -0,0 +1,48 @@
+# Tools & technology — specialist chiropractor
+
+Source: O*NET 30.3, occupation 31-2021.00 (Physical Therapist Assistants) — manual nearest-occupation mapping via ISCO group 2269; the official ESCO crosswalk has no entry for this ESCO occupation.
+
+| Software | Category | Hot technology |
+|---|---|---|
+| eClinicalWorks EHR software | Medical software | yes |
+| Microsoft Access | Data base user interface and query software | yes |
+| Microsoft Excel | Spreadsheet software | yes |
+| Microsoft Office software | Office suite software | yes |
+| Microsoft Outlook | Electronic mail software | yes |
+| Microsoft PowerPoint | Presentation software | yes |
+| Microsoft Windows | Operating system software | yes |
+| Microsoft Word | Word processing software | yes |
+| Arena Health Systems Phys-X | Medical software |  |
+| Beaver Creek Software The THERAPIST | Medical software |  |
+| Billing software | Billing and invoicing software |  |
+| BioEx Systems Exercise Pro | Medical software |  |
+| Bookkeeping software | Accounting software |  |
+| Client caseload management software | Medical software |  |
+| dBASE | Data base user interface and query software |  |
+| Eazy Application Systems QuickEMR | Medical software |  |
+| Email software | Electronic mail software |  |
+| FileMaker Pro | Data base user interface and query software |  |
+| Knees Software PT DocTools | Medical software |  |
+| Laboratory information system LIS | Medical software |  |
+| Medical condition coding software | Medical software |  |
+| PhysioTools Tools RG | Medical software |  |
+| Rehab Documentation Company ReDoc Suite | Medical software |  |
+| Scheduling software | Calendar and scheduling software |  |
+| SpectraSoft AppointmentsPRO | Calendar and scheduling software |  |
+| SpectraSoft DocuPRO | Medical software |  |
+| Summit Software CarePoint | Medical software |  |
+| TherAssist | Medical software |  |
+| Video game software | Action games |  |
+| Virtual reality game software | Action games |  |
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 24 ads, as of 2026-07-19)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Tools
+
+- EHR system — **17 %**
+
+<!-- market-evidence -->