commit 21d15a92c8d0ba80cb4d387ebfdc819dfdff329e Author: skillfactor-pipeline Date: Fri Aug 14 17:07:00 2026 +0200 feat: speech-and-language-therapist skill package v0.1.0 diff --git a/PROVENANCE.md b/PROVENANCE.md new file mode 100644 index 0000000..bf48a72 --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — speech-and-language-therapist + +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 — speech-and-language-therapist + "ESCO (occupation & competences)" : 88 + "O*NET (tasks & tools)" : 41 + "Job boards (market evidence)" : 106 + "Anthropic official Claude skills" : 5 + "External AI skill packs (mapped)" : 156 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 88 | 22.2 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 41 | 10.4 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 106 | 26.8 % | 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 | 39.4 % | 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..2af7fdd --- /dev/null +++ b/SKILL.md @@ -0,0 +1,66 @@ +--- +name: speech-and-language-therapist +description: "Occupational skill for the role 'speech and language therapist' (also: psychomotor specialist, logopaedist, paediatric speech and language therapist, language therapist, logopaedics therapist, speech-language pathologist). Use when the user asks for typical speech and language therapist work such as: Assist speech-language pathologists in the conduct of client screenings or assessments of language, voice, fluency, articulation, or hearing.; Implement treatment plans or protocols as directed by speech-language pathologists.; Assist speech-language pathologists in the remediation or development of speech and language skills." +--- + +# Speech And Language Therapist + +Speech and language therapists focus on the aetiology, assessment, diagnosis, treatment, and prevention of communication and swallowing disorders in people of all ages in order to help them maintain, promote, improve, initiate, or recover the ability to communicate both verbally and nonverbally. They address the development of language, speech, vocal and hearing functions, and disorders and disabilities in the cranial, facial, and oral area. + +## Core workflow + +1. Assist speech-language pathologists in the conduct of client screenings or assessments of language, voice, fluency, articulation, or hearing. +2. Implement treatment plans or protocols as directed by speech-language pathologists. +3. Assist speech-language pathologists in the remediation or development of speech and language skills. +4. Collect and compile data to document clients' performance or assess program quality. +5. Document clients' progress toward meeting established treatment objectives. +6. Perform support duties, such as preparing materials, keeping records, maintaining supplies, and scheduling activities. +7. Prepare charts, graphs, or other visual displays to communicate clients' performance information. +8. Select or prepare speech-language instructional materials. + +## How to use this skill + +- Read [references/profile.md](references/profile.md) for the occupation profile and scope. +- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory. +- Check [references/skills.md](references/skills.md) for essential vs. optional competences. +- Check [references/tools.md](references/tools.md) for the software commonly used in this role. +- See [references/ai-skills.md](references/ai-skills.md) — matched external AI agent skills (per-source attribution). + +## Key competences (essential) + +- accept own accountability +- adhere to organisational guidelines +- advise on healthcare users' informed consent +- apply context specific clinical competences +- apply organisational techniques +- audiology +- audiometry +- behavioural neurology +- communicate in healthcare +- comply with legislation related to health care +- comply with quality standards related to healthcare practice +- conduct research on speech-related topics +- contribute to continuity of health care +- counsel on communication disorders +- counsel patients on improving speech + +## Hot technologies + +- Microsoft Office software +- Microsoft Windows +- Microsoft Excel +- Microsoft Word + + + + +## Hot technologies + +Top tools from 59 gated job ads (see references/market.md, as of 2026-07-19): + +- ProVenture — 8 % + + + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/8021f3a2-e3de-43c0-b366-075da74dc5b7), O*NET 30.3 (31-9099.01). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..f3053c4 --- /dev/null +++ b/manifest.json @@ -0,0 +1,232 @@ +{ + "name": "speech-and-language-therapist", + "title": "speech and language therapist", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/8021f3a2-e3de-43c0-b366-075da74dc5b7", + "esco_code": "2266.2", + "isco_group": "2266", + "onet_soc": "31-9099.01", + "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": 11, + "dwas": 11, + "skills_essential": 73, + "skills_optional": 14, + "software": 18 + }, + "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": 4 + }, + "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": 7 + }, + "mohitagw15856/pm-claude-skills": { + "repo": "https://github.com/mohitagw15856/pm-claude-skills", + "commit": "876fa30", + "license": "MIT", + "skills": 2 + }, + "a5c-ai/babysitter": { + "repo": "https://github.com/a5c-ai/babysitter", + "commit": "44a5d58b", + "license": "MIT", + "skills": 12 + }, + "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": 5 + }, + "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": 4 + }, + "brycewang-stanford/Auto-Empirical-Research-Skills": { + "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills", + "commit": "85bf545", + "license": "CC-BY-4.0", + "skills": 3 + }, + "wanshuiyin/Auto-claude-code-research-in-sleep": { + "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep", + "commit": "eb5c9d7", + "license": "MIT", + "skills": 1 + }, + "alirezarezvani/claude-skills": { + "repo": "https://github.com/alirezarezvani/claude-skills", + "commit": "0241f43", + "license": "MIT", + "skills": 3 + }, + "bevibing/tutor-skills": { + "repo": "https://github.com/bevibing/tutor-skills", + "commit": "397110c", + "license": "MIT", + "skills": 1 + }, + "RoundTable02/tutor-skills": { + "repo": "https://github.com/RoundTable02/tutor-skills", + "commit": "397110c", + "license": "MIT", + "skills": 1 + }, + "microsoft/power-platform-skills": { + "repo": "https://github.com/microsoft/power-platform-skills", + "commit": "0d7ed9a", + "license": "MIT", + "skills": 1 + }, + "giuseppe-trisciuoglio/developer-kit": { + "repo": "https://github.com/giuseppe-trisciuoglio/developer-kit", + "commit": "306f428", + "license": "MIT", + "skills": 1 + }, + "mukul975/Anthropic-Cybersecurity-Skills": { + "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills", + "commit": "673da1f", + "license": "Apache-2.0", + "skills": 2 + }, + "staruhub/ClaudeSkills": { + "repo": "https://github.com/staruhub/ClaudeSkills", + "commit": "3d4045d", + "license": "MIT", + "skills": 1 + }, + "wondelai/skills": { + "repo": "https://github.com/wondelai/skills", + "commit": "326b380", + "license": "MIT", + "skills": 1 + }, + "JasonColapietro/suede-creator-skills": { + "repo": "https://github.com/JasonColapietro/suede-creator-skills", + "commit": "0dc2aef", + "license": "MIT", + "skills": 1 + }, + "dotnet/skills": { + "repo": "https://github.com/dotnet/skills", + "commit": "79a2ada", + "license": "MIT", + "skills": 1 + }, + "silverstein/minutes": { + "repo": "https://github.com/silverstein/minutes", + "commit": "3fb2e83", + "license": "MIT", + "skills": 1 + }, + "OpenSenseNova/SenseNova-Skills": { + "repo": "https://github.com/OpenSenseNova/SenseNova-Skills", + "commit": "d8bb438", + "license": "MIT", + "skills": 1 + }, + "mattpocock/skills": { + "repo": "https://github.com/mattpocock/skills", + "commit": "66898f6", + "license": "MIT", + "skills": 1 + }, + "mxyhi/ok-skills": { + "repo": "https://github.com/mxyhi/ok-skills", + "commit": "94707b6", + "license": "Apache-2.0", + "skills": 1 + } + }, + "total_skills": 80, + "tiers": { + "core": 78, + "adjacent": 2 + } + }, + "provenance": { + "items": { + "esco": 88, + "onet": 41, + "jobads": 106, + "wiki_ai": 0, + "anthropic": 5, + "ai_skills": 156, + "stackx": 0 + }, + "share_percent": { + "esco": 22.2, + "onet": 10.4, + "jobads": 26.8, + "wiki_ai": 0.0, + "anthropic": 1.3, + "ai_skills": 39.4, + "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..47cdaad --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,314 @@ +# External AI agent skills — speech-and-language-therapist + +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) | +| `bioethics-deliberation` | core | Apply bioethical principles (autonomy, beneficence, non-maleficence, justice) and case-based reasoning to healthcare decisions, research protocols, and clinical dilemmas | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/philosophy/skills/bioethics-deliberation) | +| `medical-agent` | core | Build medical AI agents for clinical decision support, medical record summarization, diagnostic assistance, and healthcare workflow automation. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/ai-agents-conversational/skills/medical-agent) | +| `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) | +| `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) | +| `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) | +| `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) | +| `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) | +| `Stakeholder Communication` | core | Generate stakeholder-specific communications and presentations for product updates | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/product-management/skills/stakeholder-comms) | + +## Source: affaan-m/everything-claude-code + +- Repository: [https://github.com/affaan-m/everything-claude-code](https://github.com/affaan-m/everything-claude-code) (commit `ed38744`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `healthcare-emr-patterns` | core | EMR/EHR development patterns for healthcare applications. Clinical safety, encounter workflows, prescription generation, clinical decision support integration, and accessibility-first UI for medical data entry. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/healthcare-emr-patterns) | +| `healthcare-cdss-patterns` | 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) | +| `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) | +| `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) | +| `google-workspace-ops` | core | Operate across Google Drive, Docs, Sheets, and Slides as one workflow surface for plans, trackers, decks, and shared documents. Use when the user needs to find, summarize, edit, migrate, or clean up Google Workspace assets without dropping … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/google-workspace-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) | +| `quality-documentation-manager` | core | Document control system management for medical device QMS. Covers document numbering, version control, change management, and 21 CFR Part 11 compliance. Use when working on document control procedures, change control workflows, document … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/ra-qm-team/skills/quality-documentation-manager) | +| `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: bevibing/tutor-skills + +- Repository: [https://github.com/bevibing/tutor-skills](https://github.com/bevibing/tutor-skills) (commit `397110c`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `tutor` | core | Interactive quiz tutor for Obsidian StudyVault learning. Use when the user wants to: (1) Take a diagnostic assessment of their knowledge, (2) Study or review specific sections/topics, (3) Drill weak areas identified in previous sessions, … | [source](https://github.com/bevibing/tutor-skills/tree/397110c/skills/tutor) | + +## 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 | +|---|---|---|---| +| `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) | +| `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) | + +## 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) | +| `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) | +| `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) | +| `latex-posters` | core | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/latex-posters) | +| `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) | + +## 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) | +| `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) | +| `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: 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 | +|---|---|---|---| +| `memory-md-management` | core | Provides comprehensive memory file management capabilities including auditing, quality assessment, and targeted improvements for files such as CLAUDE.md. Use when user asks to check, audit, update, improve, fix, maintain, or validate … | [source](https://github.com/giuseppe-trisciuoglio/developer-kit/tree/306f428/plugins/developer-kit-core/skills/memory-md-management) | + +## Source: JasonColapietro/suede-creator-skills + +- Repository: [https://github.com/JasonColapietro/suede-creator-skills](https://github.com/JasonColapietro/suede-creator-skills) (commit `0dc2aef`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `suede-churn-prevention` | core | Suede-owned retention discipline for voluntary and involuntary churn: cancel flows, pause paths, evidence-based save offers, failed-payment recovery, proactive signals, and win-back design. Use when diagnosing subscriber loss or designing … | [source](https://github.com/JasonColapietro/suede-creator-skills/tree/0dc2aef/skills/suede-churn-prevention) | + +## Source: jeremylongshore/claude-code-plugins-plus-skills + +- Repository: [https://github.com/jeremylongshore/claude-code-plugins-plus-skills](https://github.com/jeremylongshore/claude-code-plugins-plus-skills) (commit `e112938a`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `abridge-install-auth` | core | Set up Abridge clinical AI platform authentication and EHR integration credentials. Use when onboarding a healthcare org to Abridge, configuring Epic/Athena integration, or setting up developer sandbox access for ambient AI documentation. … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-install-auth) | +| `abridge-sdk-patterns` | core | Apply production-ready patterns for Abridge clinical AI integration. Use when building reusable Abridge client wrappers, implementing HIPAA-compliant error handling, or establishing team coding standards for healthcare AI. Trigger: … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-sdk-patterns) | +| `abridge-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) | +| `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-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-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) | +| `exa-advanced-troubleshooting` | core | Apply advanced debugging techniques for hard-to-diagnose Exa issues. Use when standard troubleshooting fails, investigating latency spikes, or preparing evidence bundles for Exa support escalation. Trigger with phrases like "exa hard bug", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/exa-pack/skills/exa-advanced-troubleshooting) | +| `perplexity-advanced-troubleshooting` | core | Apply advanced debugging techniques for hard-to-diagnose Perplexity Sonar API issues. Use when standard troubleshooting fails, investigating inconsistent citations, or preparing evidence for support escalation. Trigger with phrases like … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/perplexity-pack/skills/perplexity-advanced-troubleshooting) | +| `abridge-webhooks-events` | core | Implement Abridge webhook handling for clinical documentation events. Use when receiving note completion notifications, encounter status changes, provider enrollment events, or quality alert callbacks from Abridge. Trigger: "abridge … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-webhooks-events) | +| `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) | + +## 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) | +| `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) | +| `latex-posters` | core | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/latex-posters) | + +## 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) | +| `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) | +| `latex-posters` | core | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/latex-posters) | + +## Source: mattpocock/skills + +- Repository: [https://github.com/mattpocock/skills](https://github.com/mattpocock/skills) (commit `66898f6`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `diagnosing-bugs` | core | Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow. | [source](https://github.com/mattpocock/skills/tree/66898f6/skills/engineering/diagnosing-bugs) | + +## 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 | +|---|---|---|---| +| `patient-communication` | core | Write clear, plain-English patient communications for any healthcare context. Use when asked to write a patient letter, patient information leaflet, appointment letter, test-results letter, discharge summary for patients, or health … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-research/skills/patient-communication) | +| `soap-note` | core | Structure a clinical encounter into a clean SOAP note. Use when asked to write a SOAP note, document a patient encounter, turn visit notes into clinical documentation, or structure subjective/objective/assessment/plan. Produces a … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-health/skills/soap-note) | + +## Source: mukul975/Anthropic-Cybersecurity-Skills + +- Repository: [https://github.com/mukul975/Anthropic-Cybersecurity-Skills](https://github.com/mukul975/Anthropic-Cybersecurity-Skills) (commit `673da1f`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `analyzing-macro-malware-in-office-documents` | core | Analyzes malicious VBA macros embedded in Microsoft Office documents (Word, Excel, PowerPoint) to identify download cradles, payload execution, persistence mechanisms, and anti-analysis techniques. Uses olevba, oledump, and VBA … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-macro-malware-in-office-documents) | +| `performing-thick-client-application-penetration-test` | core | Conduct a thick client application penetration test to identify insecure local storage, hardcoded credentials, DLL hijacking, memory manipulation, and insecure API communication in desktop applications using dnSpy, Procmon, and Burp Suite. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-thick-client-application-penetration-test) | + +## Source: mxyhi/ok-skills + +- Repository: [https://github.com/mxyhi/ok-skills](https://github.com/mxyhi/ok-skills) (commit `94707b6`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `diagnosing-bugs` | core | Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow. | [source](https://github.com/mxyhi/ok-skills/tree/94707b6/diagnosing-bugs) | + +## 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) | +| `creative-director` | core | AI creative director with recursive self-assessment: 20+ methodologies (SIT, TRIZ, Bisociation, SCAMPER, Synectics), 3-axis evaluation calibrated against Cannes/D&AD/HumanKind, 5-phase process from brief to presentation. | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/creative-director) | +| `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: OpenSenseNova/SenseNova-Skills + +- Repository: [https://github.com/OpenSenseNova/SenseNova-Skills](https://github.com/OpenSenseNova/SenseNova-Skills) (commit `d8bb438`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `outlier-detection-and-quality-assessment` | core | 执行全面的异常值检测与数据质量评估，利用 IQR 方法识别异常值并结合偏度、峰度分析数据分布特征，适用于非正态分布数据的预处理阶段。 | [source](https://github.com/OpenSenseNova/SenseNova-Skills/tree/d8bb438/skills/sn-da-excel-workflow/capability/excel-data-cleaning/outlier-detection) | + +## Source: RoundTable02/tutor-skills + +- Repository: [https://github.com/RoundTable02/tutor-skills](https://github.com/RoundTable02/tutor-skills) (commit `397110c`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `tutor` | core | Interactive quiz tutor for Obsidian StudyVault learning. Use when the user wants to: (1) Take a diagnostic assessment of their knowledge, (2) Study or review specific sections/topics, (3) Drill weak areas identified in previous sessions, … | [source](https://github.com/RoundTable02/tutor-skills/tree/397110c/skills/tutor) | + +## Source: silverstein/minutes + +- Repository: [https://github.com/silverstein/minutes](https://github.com/silverstein/minutes) (commit `3fb2e83`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `minutes-mirror` | core | Self-coaching analysis of your own behavior across meetings — talk-time ratio, filler words, hedging language, monologue length, energy patterns, and (when meetings are tagged via /minutes-tag) what your behavior in winning meetings looks … | [source](https://github.com/silverstein/minutes/tree/3fb2e83/.agents/skills/minutes/minutes-mirror) | + +## 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: 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) | diff --git a/references/berufsbild-de.md b/references/berufsbild-de.md new file mode 100644 index 0000000..f1ba829 --- /dev/null +++ b/references/berufsbild-de.md @@ -0,0 +1,64 @@ +# Berufsbild (Deutschland) — Sprachtherapeut/in + +> **Quelle:** BERUFENET, Bundesagentur für Arbeit — Beruf-ID 8763, +> KldB 2010: B 81733 · via öffentliche BERUFENET-API, +> abgerufen 2026-07-12. Automatisches Label-Matching +> (Score 1.00); Inhalte paraphrasiert/gekürzt, Volltext beim +> Original: https://web.arbeitsagentur.de/berufenet/beruf/8763 + +## Aufgaben und Tätigkeiten kompakt + +Sprachtherapeuten und -therapeutinnen behandeln Personen, die von Medizinisches Fachgebiet, das sich mit Stimm-, Sprech-, Sprach- und Schluckstörungen befasst; umfasst Prävention, Diagnostik, Therapie und Rehabilitation sowie Beratung und Forschung +" name="Logopädie">logopädischen Störungsbildern betroffen sind. Dazu zählen z.B. Kinder mit verzögerter Sprachentwicklung oder Erwachsene mit Sprachbeeinträchtigungen aufgrund von Unfällen oder Erkrankungen. Sie ermitteln mithilfe von teils standardisierten Tests Art und Ausprägung der Störung. Sie untersuchen dabei ihr z.B. Sprachverständnis und erstellen anhand ihres Befundes einen Förderungs- oder Therapieplan. Sie beziehen nicht nur sprachwissenschaftliche, sondern auch medizinische und ggf. psychologische Erkenntnisse mit ein. Sie prüfen abschließend im Rahmen einer Beurteilung eines Wertes, von Umfragen und Interviews sowie Bewertung von Prozessen, Projekten und Produkten; meist sind dafür systematische Verfahren und datengestützte Belege erforderlich +" name="Evaluation">Evaluation, ob die Behandlung den gewünschten Erfolg zeigt. + +## Tätigkeitsbezeichnungen + +Sprachtherapeut/in + +Auch übliche Berufsbezeichnung/SynonymSprachheiltherapeut/in + +## Die Tätigkeit im Überblick + +Sprachtherapeuten und -therapeutinnen behandeln u.a. Sprach- und Kommunikationsstörungen bei Personen aller Altersgruppen. + +## Aufgaben und Tätigkeiten im Einzelnen + +Medizin: Die Lehre und das Können, Krankheiten und Verletzungen zu identifizieren; Bestimmung der Krankheit eines Patienten: Diagnose +" name="Diagnostik">Diagnosen erstellen +sprachtherapeutisch relevante Befunde erheben + +sprachtherapeutische Testverfahren auswählen + +Art und Ausprägung der Störung ermitteln, dafür z.B. Sprachverständnis untersuchen + + +sprachtherapeutische Maßnahmen anwenden +Therapiekonzept entwickeln, Förder- und Behandlungspläne aufstellen + +Vorgehen mit Patienten/Patientinnen bzw. Angehörigen besprechen + +Behandlungsverlauf dokumentieren und auswerten + + +Organisations- und Verwaltungsaufgaben erledigen + +ggf. eine eigene Praxis leiten + +## Arbeitsbereiche/Branchen + +Sprachtherapeuten und -therapeutinnen finden Beschäftigung +in Hochschul-, Vorsorge- und Einrichtung, die Leistungen zur Teilhabe am Leben in der Gemeinschaft oder am Arbeitsleben anbietet. Dabei wird zwischen medizinischen, heilpädagogischen und Einrichtungen zur beruflichen Rehabilitation unterschieden. Die berufliche Erstausbildung findet für Menschen mit Behinderungen i.d.R. in Berufsbildungswerken (BBW) statt. Eine berufliche Weiterbildung erfolgt meist in Berufsförderungswerken (BFW). +" name="Rehabilitationseinrichtung">Rehabilitationskliniken + +in Zentren und Praxen für Medizinisches Fachgebiet, das sich mit Stimm-, Sprech-, Sprach- und Schluckstörungen befasst; umfasst Prävention, Diagnostik, Therapie und Rehabilitation sowie Beratung und Forschung +" name="Logopädie">Logopädie, Stimm-, Sprech- und Sprachtherapie + +in Sprachheilkindergärten und -schulen sowie Sonderkindergärten für Kinder mit körperlichen, geistigen oder Lernbehinderungen + +## Arbeitsorte + +Sprachtherapeuten und -therapeutinnen arbeiten meist +in Behandlungszimmern + +in Büroräumen diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..ed43d6a --- /dev/null +++ b/references/market.md @@ -0,0 +1,160 @@ +# Market evidence report — speech-and-language-therapist + +Source: **59 real job ads** (JSearch API, countries: us 58, gb 1), 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 | 51 | 86 % | +| junior | 5 | 8 % | +| n/a | 3 | 5 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | ProVenture | 5 | 8 % | + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | speech therapy | 23 | 39 % | +| 2 | treatment planning | 17 | 29 % | +| 3 | clinical assessment | 10 | 17 % | +| 4 | iep development | 10 | 17 % | +| 5 | speech assessment | 10 | 17 % | +| 6 | speech evaluation | 8 | 14 % | +| 7 | communication assessment | 7 | 12 % | +| 8 | swallowing disorder treatment | 7 | 12 % | +| 9 | assessment | 5 | 8 % | +| 10 | speech pathology | 5 | 8 % | +| 11 | swallowing therapy | 5 | 8 % | +| 12 | case management | 4 | 7 % | +| 13 | diagnosis | 4 | 7 % | +| 14 | language assessment | 4 | 7 % | +| 15 | parent training | 4 | 7 % | +| 16 | patient evaluation | 4 | 7 % | +| 17 | treatment plan development | 4 | 7 % | +| 18 | communication skills | 3 | 5 % | +| 19 | diagnosis of speech disorders | 3 | 5 % | +| 20 | documentation | 3 | 5 % | +| 21 | evaluation | 3 | 5 % | +| 22 | language delay intervention | 3 | 5 % | +| 23 | language therapy | 3 | 5 % | +| 24 | patient assessment | 3 | 5 % | +| 25 | progress monitoring | 3 | 5 % | +| 26 | report writing | 3 | 5 % | +| 27 | speech sound disorder treatment | 3 | 5 % | +| 28 | speech-language pathology | 3 | 5 % | +| 29 | therapy delivery | 3 | 5 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | applied behavior analysis (ABA) | 6 | 10 % | +| 2 | evidence-based practice | 6 | 10 % | +| 3 | early intervention | 4 | 7 % | +| 4 | clinical fellowship | 3 | 5 % | +| 5 | interdisciplinary collaboration | 3 | 5 % | +| 6 | student loan repayment plans | 3 | 5 % | + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | therapy provision | 8 | 14 % | +| 2 | patient care | 6 | 10 % | +| 3 | team collaboration | 6 | 10 % | +| 4 | communication with families | 5 | 8 % | +| 5 | patient evaluation | 5 | 8 % | +| 6 | progress monitoring | 5 | 8 % | +| 7 | treatment plan development | 5 | 8 % | +| 8 | client caseload management | 4 | 7 % | +| 9 | confidentiality maintenance | 4 | 7 % | +| 10 | record maintenance | 4 | 7 % | +| 11 | student progress monitoring | 4 | 7 % | +| 12 | team meeting attendance | 4 | 7 % | +| 13 | therapy coordination | 4 | 7 % | +| 14 | assessment conduction | 3 | 5 % | +| 15 | case file navigation | 3 | 5 % | +| 16 | client treatment | 3 | 5 % | +| 17 | conducting evaluations | 3 | 5 % | +| 18 | documentation maintenance | 3 | 5 % | +| 19 | skill development | 3 | 5 % | +| 20 | student evaluation | 3 | 5 % | +| 21 | treatment delivery | 3 | 5 % | +| 22 | treatment planning | 3 | 5 % | + +## Regional breakdown + +> **Corpus note:** 59 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative. + +### US (us) + +58 ads. + +**Top hard skills:** + +- speech therapy — 40 % (23 ads) +- treatment planning — 28 % (16 ads) +- clinical assessment — 17 % (10 ads) +- iep development — 17 % (10 ads) +- speech assessment — 17 % (10 ads) +- speech evaluation — 14 % (8 ads) +- communication assessment — 12 % (7 ads) +- swallowing disorder treatment — 12 % (7 ads) +- assessment — 9 % (5 ads) +- speech pathology — 9 % (5 ads) + +**Top tools:** + +- ProVenture — 9 % (5 ads) +- emr system — 3 % (2 ads) + +**Seniority:** mid 86 % · junior 9 % · n/a 5 % + +### UK (gb) + +**Insufficient evidence** — 1 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 | +|---|---| +| CF Speech Language Pathologist | 4 | +| Part-Time Speech-Language Pathologist (SLP) | 4 | +| Speech Language Pathologist | 4 | +| Full time SLP/Speech Language Therapist | 2 | +| Paediatric Schools Speech and Language Therapist | 2 | +| Speech Language Pathologist - School | 2 | +| Travel Speech Language Pathologist | 2 | +| Travel Speech Language Pathologist - SNF | 2 | +| Band 6 Locum Paediatric Speech and Language Therapist – Salisbury | 1 | +| ESY 2026 - Speech-Language Pathologist | 1 | +| FMLA High School-Based Speech Language Pathologist (SLP) | 1 | +| Full-time or Part-time (hourly) Speech-Language Pathologist | 1 | +| Logopedist in dienstverband | 1 | +| Logopedist Ouderenzorg - Tijdelijk, 24u/week | 1 | +| NP PG - Speech Language Pathologist | 1 | +| Paediatric Neonatal Dysphagia Speech and Language Therapist | 1 | +| Paediatric Special School Speech and Language Therapist | 1 | +| Pediatric Speech Language Pathologist - Part-Time | 1 | +| Pediatric Speech-Language Pathologist | 1 | +| Pediatric Speech-Language Pathologist — Part-Time (Sat) | 1 | +| Pediatric Speech-Language Pathologist and Occupational Therapist | 1 | +| School based Speech Language Pathologist | 1 | +| School-Based Speech Language Pathologist | 1 | +| School-Based Speech Language Pathologist | Rockville, Maryland | 1 | +| School-Based Speech-Language Pathologist (SLP) | 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..c0e8070 --- /dev/null +++ b/references/profile.md @@ -0,0 +1,30 @@ +# Occupation profile — speech and language therapist + +- **ESCO URI:** http://data.europa.eu/esco/occupation/8021f3a2-e3de-43c0-b366-075da74dc5b7 +- **ESCO code:** 2266.2 +- **ISCO-08 group:** 2266 — Audiologists and speech therapists +- **O*NET-SOC:** 31-9099.01 — Speech-Language Pathology Assistants (match: closeMatch) + +## Description (ESCO) + +Speech and language therapists focus on the aetiology, assessment, diagnosis, treatment, and prevention of communication and swallowing disorders in people of all ages in order to help them maintain, promote, improve, initiate, or recover the ability to communicate both verbally and nonverbally. They address the development of language, speech, vocal and hearing functions, and disorders and disabilities in the cranial, facial, and oral area. + +## Definition + +nan + +## Alternative labels + +- psychomotor specialist +- logopaedist +- paediatric speech and language therapist +- language therapist +- logopaedics therapist +- speech-language pathologist +- speech therapist +- language therapy practitioner +- speech pathologist +- practitioner in speech and language therapy +- speech therapy practitioner +- paediatric speech therapist +- specialist speech and language therapist diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..98341f9 --- /dev/null +++ b/references/skills.md @@ -0,0 +1,109 @@ +# Competences — speech and language therapist + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/8021f3a2-e3de-43c0-b366-075da74dc5b7). + +## Essential + +- **accept own accountability** (skill/competence) +- **adhere to organisational guidelines** (skill/competence) +- **advise on healthcare users' informed consent** (skill/competence) +- **apply context specific clinical competences** (skill/competence) +- **apply organisational techniques** (skill/competence) +- **audiology** (knowledge) +- **audiometry** (knowledge) +- **behavioural neurology** (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) +- **conduct research on speech-related topics** (skill/competence) +- **contribute to continuity of health care** (skill/competence) +- **counsel on communication disorders** (skill/competence) +- **counsel patients on improving speech** (skill/competence) +- **deal with emergency care situations** (skill/competence) +- **develop a collaborative therapeutic relationship** (skill/competence) +- **diagnose speech disorders** (skill/competence) +- **educate on the prevention of illness** (skill/competence) +- **empathise with the healthcare user** (skill/competence) +- **encourage healthcare user's self-monitoring** (skill/competence) +- **ensure safety of healthcare users** (skill/competence) +- **evaluate the psychological impact of speech problems** (skill/competence) +- **exercise patience** (skill/competence) +- **facial gymnastics** (knowledge) +- **first aid** (knowledge) +- **follow clinical guidelines** (skill/competence) +- **formulate a case conceptualisation model for therapy** (skill/competence) +- **health care legislation** (knowledge) +- **health care occupation-specific ethics** (knowledge) +- **hearing loss** (knowledge) +- **human anatomy** (knowledge) +- **human physiology** (knowledge) +- **hygiene in a health care setting** (knowledge) +- **inform policy makers on health-related challenges** (skill/competence) +- **interact with healthcare users** (skill/competence) +- **linguistics** (knowledge) +- **lip reading** (knowledge) +- **listen actively** (skill/competence) +- **logopaedics** (knowledge) +- **manage healthcare users' data** (skill/competence) +- **manage the neuropsychiatric sequelae of stroke** (skill/competence) +- **medical informatics** (knowledge) +- **medical terminology** (knowledge) +- **monitor patients' progress related to treatment** (skill/competence) +- **movement techniques** (knowledge) +- **neurology** (knowledge) +- **neuropsychology** (knowledge) +- **organise relapse prevention** (skill/competence) +- **otorhinolaryngologic conditions** (knowledge) +- **paediatrics** (knowledge) +- **pathology** (knowledge) +- **perform therapy sessions** (skill/competence) +- **phonetics** (knowledge) +- **phoniatrics** (knowledge) +- **professional documentation in health care** (knowledge) +- **promote good habits to avoid communication disorders** (skill/competence) +- **promote inclusion** (skill/competence) +- **provide health education** (skill/competence) +- **psychiatry** (knowledge) +- **psychology** (knowledge) +- **record healthcare users' progress related to treatment** (skill/competence) +- **respond to changing situations in health care** (skill/competence) +- **sign language** (knowledge) +- **special needs education** (knowledge) +- **speech techniques** (knowledge) +- **teach communication methods** (skill/competence) +- **treat speech disorders** (skill/competence) +- **treat swallowing disorders** (skill/competence) +- **use e-health and mobile health technologies** (skill/competence) +- **use techniques to increase patients' motivation** (skill/competence) +- **work in a multicultural environment in health care** (skill/competence) +- **work in multidisciplinary health teams** (skill/competence) + +## Optional + +- autism (knowledge) +- bobath therapy (knowledge) +- conduct polysomnography (skill/competence) +- cued speech (knowledge) +- interpret diagnostic tests in otorhinolaryngology (skill/competence) +- pedagogy (knowledge) +- provide stroke rehabilitation services (skill/competence) +- psychoacoustics (knowledge) +- psycholinguistics (knowledge) +- refer healthcare users (skill/competence) +- supervise speech and language team (skill/competence) +- undertake clinical audit (skill/competence) +- use foreign languages for health-related research (skill/competence) +- use foreign languages in patient care (skill/competence) + + + +## Market evidence (job-ad analysis, 59 ads, as of 2026-07-19) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- speech therapy — **39 %** +- treatment planning — **29 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..f7e0de9 --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,31 @@ +# Tasks & work activities — speech and language therapist + +Source: O*NET 30.3, occupation 31-9099.01 (Speech-Language Pathology Assistants). + +## Task statements + +- **[Core]** Assist speech-language pathologists in the conduct of client screenings or assessments of language, voice, fluency, articulation, or hearing. +- **[Core]** Implement treatment plans or protocols as directed by speech-language pathologists. +- **[Core]** Assist speech-language pathologists in the remediation or development of speech and language skills. +- **[Core]** Collect and compile data to document clients' performance or assess program quality. +- **[Core]** Document clients' progress toward meeting established treatment objectives. +- **[Core]** Perform support duties, such as preparing materials, keeping records, maintaining supplies, and scheduling activities. +- **[Core]** Prepare charts, graphs, or other visual displays to communicate clients' performance information. +- **[Core]** Select or prepare speech-language instructional materials. +- **[Supplemental]** Test or maintain equipment to ensure correct performance. +- **[Supplemental]** Assist speech-language pathologists in the conduct of speech-language research projects. +- **[Supplemental]** Conduct in-service training sessions, or family and community education programs. + +## Detailed work activities + +- Administer screening tests to determine abilities or treatment needs. +- Assist engineers or scientists with research. +- Collaborate on research activities with scientists or technical specialists. +- Develop patient therapy programs. +- Implement therapeutic programs to improve patient functioning. +- Maintain medical records. +- Monitor medical equipment to ensure proper functioning. +- Perform clerical work in medical settings. +- Prepare medical instruments or equipment for use. +- Prepare medical reports or documents. +- Teach medical procedures to healthcare personnel. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..1c23bfe --- /dev/null +++ b/references/tools.md @@ -0,0 +1,24 @@ +# Tools & technology — speech and language therapist + +Source: O*NET 30.3 'Software Skills' for 31-9099.01. + +| Software | Category | Hot technology | +|---|---|---| +| Microsoft Office software | Office suite software | yes | +| Microsoft Windows | Operating system software | yes | +| Microsoft Excel | Spreadsheet software | yes | +| Microsoft Word | Word processing software | yes | +| Language analysis software | Analytical or scientific software | | +| Signal analysis software | Analytical or scientific software | | +| Speech analysis software | Analytical or scientific software | | +| Email software | Electronic mail software | | +| Web browser software | Internet browser software | | +| Biofeedback software | Medical software | | +| Bungalow Software Aphasia Tutor | Medical software | | +| ELR Software eLr Extra Language Resources | Medical software | | +| KayPENTAX Multi-Speech | Medical software | | +| Learning Fundamentals Speech Visualization | Medical software | | +| Micro Video Video Voice Speech Training System | Medical software | | +| Propeller Multimedia React2 | Medical software | | +| Adobe Audition | Music or sound editing software | | +| Text to speech software | Text to speech conversion software | |