commit cd31f8e550c033a6af535e882527e7e21ed28b00 Author: skillfactor-pipeline Date: Fri Aug 14 17:04:41 2026 +0200 feat: general-veterinarian skill package v0.1.0 diff --git a/PROVENANCE.md b/PROVENANCE.md new file mode 100644 index 0000000..6ffff42 --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — general-veterinarian + +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 — general-veterinarian + "ESCO (occupation & competences)" : 78 + "O*NET (tasks & tools)" : 44 + "Job boards (market evidence)" : 114 + "Anthropic official Claude skills" : 5 + "External AI skill packs (mapped)" : 177 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 78 | 18.7 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 44 | 10.5 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 114 | 27.3 % | 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 | 1.2 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) | +| External AI skill packs (mapped) | 177 | 42.3 % | references/ai-skills.md (per-source attribution inside) | +| Stack Exchange practitioner Q&A (CC-BY-SA) | 0 | 0.0 % | references/practitioner-qa.md (per-entry attribution inside) | + +Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) · +job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content +paraphrased with source URLs — never copied · external AI skills are +linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md). diff --git a/SKILL.md b/SKILL.md new file mode 100644 index 0000000..66637ec --- /dev/null +++ b/SKILL.md @@ -0,0 +1,79 @@ +--- +name: general-veterinarian +description: "Occupational skill for the role 'general veterinarian' (also: family vet, general veterinarians, companion animal veterinarian, comprehensive vet, food production animal veterinarian, veterinary surgeon). Use when the user asks for typical general veterinarian work such as: Write up or orally communicate research findings to the scientific community, producers, and the public.; Conduct research concerning animal nutrition, breeding, or management to improve products or processes.; Advise producers about improved products and techniques that could enhance their animal production efforts." +--- + +# General Veterinarian + +General veterinarians are professionals with a comprehensive scientific education. They have the authority to carry out, in an independent, ethical and personally responsible capacity, all aspects of veterinary medicine, in the interest of the health and welfare of animals and public health in accordance with national and international legislation. The generalist veterinarian can work with any species, however they may choose to work with a single species or types such as equine, companion or production animals. + +## Core workflow + +1. Write up or orally communicate research findings to the scientific community, producers, and the public. +2. Conduct research concerning animal nutrition, breeding, or management to improve products or processes. +3. Advise producers about improved products and techniques that could enhance their animal production efforts. +4. Study nutritional requirements of animals and nutritive values of animal feed materials. +5. Study effects of management practices, processing methods, feed, or environmental conditions on quality and quantity of animal products, such as eggs and milk. +6. Develop improved practices in feeding, housing, sanitation, or parasite and disease control of animals. +7. Research and control animal selection and breeding practices to increase production efficiency and improve animal quality. + +## 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) + +- advise on animal welfare +- advise on livestock disease control +- anatomy of animals +- animal behaviour +- animal food products +- animal production science +- animal welfare +- animal welfare legislation +- apply animal hygiene practices +- apply safe work practices in a veterinary setting +- apply veterinary epidemiology +- assess animal behaviour +- assess animal nutrition +- biosecurity related to animals +- certify the performance of veterinary procedures + +## Hot technologies + +- SAS +- Tableau +- Autodesk AutoCAD +- Microsoft Access +- Structured query language SQL +- Oracle PeopleSoft +- ESRI ArcGIS software +- Microsoft Office software +- Microsoft PowerPoint +- Microsoft Excel + + + + +## Hot technologies + +Top tools from 49 gated job ads (see references/market.md, as of 2026-07-12): + +- digital radiography — 22 % +- ultrasound — 22 % +- in-house laboratory — 14 % +- laser therapy — 14 % +- digital dental radiology — 8 % +- therapeutic laser — 8 % +- digital dental x-ray — 6 % +- digital radiographs — 6 % +- digital radiology — 6 % + + + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/eb6efbb9-9216-4e86-bc3b-de2223cd4667), O*NET 30.3 (19-1011.00). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..4a1ebf7 --- /dev/null +++ b/manifest.json @@ -0,0 +1,274 @@ +{ + "name": "general-veterinarian", + "title": "general veterinarian", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/eb6efbb9-9216-4e86-bc3b-de2223cd4667", + "esco_code": "2250.6", + "isco_group": "2250", + "onet_soc": "19-1011.00", + "crosswalk_match": "closeMatch" + }, + "sources": [ + { + "name": "ESCO", + "version": "1.2.1", + "url": "https://esco.ec.europa.eu/" + }, + { + "name": "O*NET", + "version": "30.3", + "url": "https://www.onetcenter.org/", + "license": "CC BY 4.0" + } + ], + "attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download", + "counts": { + "tasks": 9, + "dwas": 7, + "skills_essential": 53, + "skills_optional": 24, + "software": 27 + }, + "enrichment_ai_skills": { + "generated": "2026-07-14", + "method": "deterministic mapping (ISCO prefix + title/competence keywords)", + "sources": { + "anthropics/skills": { + "repo": "https://github.com/anthropics/skills", + "commit": "f6656c1", + "license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder", + "skills": 2 + }, + "K-Dense-AI/claude-scientific-skills": { + "repo": "https://github.com/K-Dense-AI/claude-scientific-skills", + "commit": "4d97e29", + "license": "MIT", + "skills": 4 + }, + "foryourhealth111-pixel/Vibe-Skills": { + "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills", + "commit": "34429a8", + "license": "Apache-2.0", + "skills": 5 + }, + "K-Dense-AI/scientific-agent-skills": { + "repo": "https://github.com/K-Dense-AI/scientific-agent-skills", + "commit": "4d97e29", + "license": "MIT", + "skills": 4 + }, + "davila7/claude-code-templates": { + "repo": "https://github.com/davila7/claude-code-templates", + "commit": "fa79251", + "license": "MIT", + "skills": 7 + }, + "a5c-ai/babysitter": { + "repo": "https://github.com/a5c-ai/babysitter", + "commit": "44a5d58b", + "license": "MIT", + "skills": 6 + }, + "alirezarezvani/claude-skills": { + "repo": "https://github.com/alirezarezvani/claude-skills", + "commit": "0241f43", + "license": "MIT", + "skills": 2 + }, + "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": 1 + }, + "microsoft/skills": { + "repo": "https://github.com/microsoft/skills", + "commit": "dc543aa", + "license": "MIT", + "skills": 1 + }, + "samber/cc-skills-golang": { + "repo": "https://github.com/samber/cc-skills-golang", + "commit": "4881c01", + "license": "MIT", + "skills": 2 + }, + "infrasity-labs/dev-gtm-claude-skills": { + "repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills", + "commit": "02cfefb", + "license": "MIT", + "skills": 1 + }, + "AgriciDaniel/claude-ads": { + "repo": "https://github.com/AgriciDaniel/claude-ads", + "commit": "669c760", + "license": "MIT", + "skills": 1 + }, + "Devin-AXIS/iPolloWork": { + "repo": "https://github.com/Devin-AXIS/iPolloWork", + "commit": "5107542", + "license": "custom (see upstream LICENSE)", + "skills": 1 + }, + "mukul975/Anthropic-Cybersecurity-Skills": { + "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills", + "commit": "673da1f", + "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 + }, + "cisco-ai-defense/skill-scanner": { + "repo": "https://github.com/cisco-ai-defense/skill-scanner", + "commit": "41fec4a", + "license": "Apache-2.0", + "skills": 1 + }, + "mohitagw15856/pm-claude-skills": { + "repo": "https://github.com/mohitagw15856/pm-claude-skills", + "commit": "876fa30", + "license": "MIT", + "skills": 1 + }, + "mikeyobrien/ralph-orchestrator": { + "repo": "https://github.com/mikeyobrien/ralph-orchestrator", + "commit": "407cb96", + "license": "MIT", + "skills": 1 + }, + "gooseworks-ai/goose-skills": { + "repo": "https://github.com/gooseworks-ai/goose-skills", + "commit": "94ec916", + "license": "no explicit license \u2014 referenced by link only", + "skills": 1 + }, + "rudrankriyam/app-store-connect-cli-skills": { + "repo": "https://github.com/rudrankriyam/app-store-connect-cli-skills", + "commit": "ae57034", + "license": "MIT", + "skills": 1 + }, + "dotnet/skills": { + "repo": "https://github.com/dotnet/skills", + "commit": "79a2ada", + "license": "MIT", + "skills": 2 + }, + "davepoon/buildwithclaude": { + "repo": "https://github.com/davepoon/buildwithclaude", + "commit": "3c94e0c", + "license": "MIT", + "skills": 1 + }, + "googleworkspace/cli": { + "repo": "https://github.com/googleworkspace/cli", + "commit": "a3768d0", + "license": "Apache-2.0", + "skills": 1 + }, + "fcakyon/claude-codex-settings": { + "repo": "https://github.com/fcakyon/claude-codex-settings", + "commit": "44b7c00", + "license": "Apache-2.0", + "skills": 1 + }, + "rampstackco/claude-skills": { + "repo": "https://github.com/rampstackco/claude-skills", + "commit": "bc6d961", + "license": "MIT", + "skills": 1 + }, + "ahacker-1/cre-agent-skills": { + "repo": "https://github.com/ahacker-1/cre-agent-skills", + "commit": "618734e", + "license": "Apache-2.0", + "skills": 1 + }, + "staruhub/ClaudeSkills": { + "repo": "https://github.com/staruhub/ClaudeSkills", + "commit": "3d4045d", + "license": "MIT", + "skills": 1 + }, + "hoangsonww/Claude-Code-Agent-Monitor": { + "repo": "https://github.com/hoangsonww/Claude-Code-Agent-Monitor", + "commit": "8f87ce1", + "license": "MIT", + "skills": 1 + }, + "code-yeongyu/oh-my-openagent": { + "repo": "https://github.com/code-yeongyu/oh-my-openagent", + "commit": "b19f652", + "license": "custom (see upstream LICENSE)", + "skills": 2 + }, + "affaan-m/everything-claude-code": { + "repo": "https://github.com/affaan-m/everything-claude-code", + "commit": "ed38744", + "license": "MIT", + "skills": 2 + }, + "JasonColapietro/suede-creator-skills": { + "repo": "https://github.com/JasonColapietro/suede-creator-skills", + "commit": "0dc2aef", + "license": "MIT", + "skills": 1 + }, + "inkline/inkline": { + "repo": "https://github.com/inkline/inkline", + "commit": "fcc2bf4", + "license": "no explicit license \u2014 referenced by link only", + "skills": 1 + }, + "vibeeval/vibecosystem": { + "repo": "https://github.com/vibeeval/vibecosystem", + "commit": "cea9462", + "license": "MIT", + "skills": 1 + } + }, + "total_skills": 80, + "tiers": { + "core": 78, + "adjacent": 2 + } + }, + "provenance": { + "items": { + "esco": 78, + "onet": 44, + "jobads": 114, + "wiki_ai": 0, + "anthropic": 5, + "ai_skills": 177, + "stackx": 0 + }, + "share_percent": { + "esco": 18.7, + "onet": 10.5, + "jobads": 27.3, + "wiki_ai": 0.0, + "anthropic": 1.2, + "ai_skills": 42.3, + "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..d61d7df --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,370 @@ +# External AI agent skills — general-veterinarian + +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) | +| `accreditation-tracer-simulation` | core | Simulate Joint Commission tracer methodology to assess compliance with accreditation standards across patient care processes and support systems | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/healthcare/skills/accreditation-tracer-simulation) | +| `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-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) | +| `can-communication` | core | CAN bus design, analysis, and diagnostics expertise | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/automotive-engineering/skills/can-communication) | +| `mcmc-diagnostics` | core | MCMC convergence diagnostics and analysis | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/mathematics/skills/mcmc-diagnostics) | + +## 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 | +|---|---|---|---| +| `network-bgp-diagnostics` | core | 日本語翻訳：このファイルは network-bgp-diagnostics 用の日本語翻訳が必要です | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/docs/ja-JP/skills/network-bgp-diagnostics) | +| `product-lens` | core | Use this skill to validate the "why" before building, run product diagnostics, and pressure-test product direction before the request becomes an implementation contract. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/product-lens) | + +## Source: AgriciDaniel/claude-ads + +- Repository: [https://github.com/AgriciDaniel/claude-ads](https://github.com/AgriciDaniel/claude-ads) (commit `669c760`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `ads-audit` | core | Run a source-grounded paid-advertising audit for one or more of Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, Apple, Amazon, Reddit, Pinterest, Snapchat, and X. Use for full ad checks, account health reviews, paid-media diagnostics, … | [source](https://github.com/AgriciDaniel/claude-ads/tree/669c760/skills/ads-audit) | + +## Source: ahacker-1/cre-agent-skills + +- Repository: [https://github.com/ahacker-1/cre-agent-skills](https://github.com/ahacker-1/cre-agent-skills) (commit `618734e`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `cre-capital-markets` | core | CRE Capital Markets and Debt Maturity suite - 8 specialist skills for maturity diagnostics, refinance proceeds gaps, extensions, workouts, rescue capital, term sheet comparison, CMBS special servicing readiness, lender updates, and recap … | [source](https://github.com/ahacker-1/cre-agent-skills/tree/618734e/claude-code-plugins/cre-capital-markets) | + +## 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 | +|---|---|---|---| +| `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) | +| `social-media-manager` | core | When the user wants to develop social media strategy, plan content calendars, manage community engagement, or grow their social presence across platforms. Also use when the user mentions 'social media strategy,' 'social calendar,' … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/marketing-skill/skills/social-media-manager) | + +## 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 | +|---|---|---|---| +| `submit` | core | Final submission verification gate for the sewage-house-prices paper. Runs full paper excellence review, replication audit, enforces score gates, and generates cover letter draft and submission checklist. This skill should be used when … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/41-sticerd-eee-sewage-econometrics-check/skills/submit) | +| `causal-inference-r` | core | Run IV, DiD, and RDD analyses in R with proper diagnostics. Use when implementing causal inference methods, event studies, or treatment effect estimation. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/causal-inference-r) | +| `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) | +| `empirical-playbook` | core | This skill covers applied microeconomic empirical methods and research design. Use when the user is selecting an identification strategy, comparing estimators, running diagnostics, designing a research study, or evaluating an empirical … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/11-James-Traina-compound-science/skills/empirical-playbook) | +| `conjoint-diagnostics` | core | Diagnose conjoint design integrity, estimation choices, and validity. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/54-scdenney-open-science-skills/skills/conjoint-diagnostics) | +| `r-econometrics` | core | Run IV, DiD, and RDD analyses in R with proper diagnostics | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/09-meleantonio-awesome-econ-ai-stuff/_skills/analysis/r-econometrics) | +| `statsmodels` | core | Statistical modeling: OLS/WLS/GLS, GLM (logit, probit, Poisson), time series (ARIMA, VAR), mixed effects, diagnostics. Formula API. Use for regressions without fixed effects, GLMs, or time series. For FE/DiD use pyfixest; panel/IV use … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/statsmodels) | + +## Source: cisco-ai-defense/skill-scanner + +- Repository: [https://github.com/cisco-ai-defense/skill-scanner](https://github.com/cisco-ai-defense/skill-scanner) (commit `41fec4a`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `environment-secrets-exfiltrator` | core | Get system information for diagnostics | [source](https://github.com/cisco-ai-defense/skill-scanner/tree/41fec4a/evals/skills/data-exfiltration/environment-secrets) | + +## Source: code-yeongyu/oh-my-openagent + +- Repository: [https://github.com/code-yeongyu/oh-my-openagent](https://github.com/code-yeongyu/oh-my-openagent) (commit `b19f652`, retrieved 2026-07-14) +- License: custom (see upstream LICENSE) + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `lsp` | core | Use when Codex needs language-server diagnostics, definitions, references, symbols, or rename safety checks in the current workspace. | [source](https://github.com/code-yeongyu/oh-my-openagent/tree/b19f652/packages/omo-codex/plugin/components/lsp/skills/lsp) | +| `lsp-setup` | core | Configure a Language Server (LSP) for a specific language so editor/agent tooling — diagnostics, go-to-definition, find-references, rename — works. Use when you need to: configure LSP, lsp setup, set up or install a language server, fix … | [source](https://github.com/code-yeongyu/oh-my-openagent/tree/b19f652/packages/shared-skills/skills/lsp-setup) | + +## Source: davepoon/buildwithclaude + +- Repository: [https://github.com/davepoon/buildwithclaude](https://github.com/davepoon/buildwithclaude) (commit `3c94e0c`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `gsd:forensics` | core | Post-mortem investigation for failed GSD workflows — analyzes git history, artifacts, and state to diagnose what went wrong | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/gsd/skills/forensics) | + +## 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) | +| `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) | +| `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) | +| `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) | +| `google-cloud-networking-observability` | core | Investigates Google Cloud networking issues by analyzing logs, metrics, and diagnostics. Use when investigating VPC Flow Logs, NAT, firewall, or threat logs, querying latency and throughput metrics, or running Connectivity Tests for path … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/google-cloud-networking-observability) | +| `statsmodels` | core | Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econometric analysis. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/statsmodels) | + +## Source: Devin-AXIS/iPolloWork + +- Repository: [https://github.com/Devin-AXIS/iPolloWork](https://github.com/Devin-AXIS/iPolloWork) (commit `5107542`, retrieved 2026-07-14) +- License: custom (see upstream LICENSE) + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `github-sync-pr-flow` | core | Use when preparing iPolloWork local changes for GitHub: stash or preserve local edits, sync the current personal branch with remote main, re-apply local work, diagnose conflicts, commit in English, push to the current remote branch, and … | [source](https://github.com/Devin-AXIS/iPolloWork/tree/5107542/.codex/skills/github-sync-pr-flow) | + +## 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 | +|---|---|---|---| +| `binlog-generation` | core | Generate MSBuild binary logs (binlogs) for build diagnostics and analysis. USE FOR: adding /bl:{} to any dotnet build, test, pack, publish, or restore command to capture a full build execution trace, prerequisite for … | [source](https://github.com/dotnet/skills/tree/79a2ada/plugins/dotnet-msbuild/skills/binlog-generation) | +| `build-perf-diagnostics` | core | Diagnose MSBuild build performance bottlenecks using binary log analysis. USE FOR: identifying why builds are slow by analyzing binlog performance summaries, detecting ResolveAssemblyReference (RAR) taking >5s, Roslyn analyzers consuming … | [source](https://github.com/dotnet/skills/tree/79a2ada/plugins/dotnet-msbuild/skills/build-perf-diagnostics) | + +## Source: fcakyon/claude-codex-settings + +- Repository: [https://github.com/fcakyon/claude-codex-settings](https://github.com/fcakyon/claude-codex-settings) (commit `44b7c00`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `atlas-stream-processing` | core | Manages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source/sink connections, processor lifecycle operations, debugging diagnostics, and tier sizing. Supports Kafka, Atlas clusters, S3, HTTPS, and … | [source](https://github.com/fcakyon/claude-codex-settings/tree/44b7c00/plugins/mongodb-skills/skills/atlas-stream-processing) | + +## 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) | +| `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) | +| `statsmodels` | core | Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econometric analysis. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/statsmodels) | + +## Source: googleworkspace/cli + +- Repository: [https://github.com/googleworkspace/cli](https://github.com/googleworkspace/cli) (commit `a3768d0`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `recipe-post-mortem-setup` | core | Create a Google Docs post-mortem, schedule a Google Calendar review, and notify via Chat. | [source](https://github.com/googleworkspace/cli/tree/a3768d0/skills/recipe-post-mortem-setup) | + +## Source: gooseworks-ai/goose-skills + +- Repository: [https://github.com/gooseworks-ai/goose-skills](https://github.com/gooseworks-ai/goose-skills) (commit `94ec916`, retrieved 2026-07-14) +- License: no explicit license — referenced by link only + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `ad-campaign-analyzer` | core | Analyze ad campaign performance data (Google, Meta, LinkedIn) to identify what's working, what's wasting budget, and specific cut/scale/test recommendations. Runs statistical analysis, funnel diagnostics, and multi-channel budget … | [source](https://github.com/gooseworks-ai/goose-skills/tree/94ec916/skills/ads/composites/ad-campaign-analyzer) | + +## Source: hoangsonww/Claude-Code-Agent-Monitor + +- Repository: [https://github.com/hoangsonww/Claude-Code-Agent-Monitor](https://github.com/hoangsonww/Claude-Code-Agent-Monitor) (commit `8f87ce1`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `hook-diagnostics` | core | Diagnose Claude Code hook installation, delivery, and ingestion issues. Checks hook configuration, connectivity, event flow, and identifies common problems. Use when events are not appearing in the dashboard. | [source](https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/8f87ce1/plugins/ccam-devtools/skills/hook-diagnostics) | + +## Source: infrasity-labs/dev-gtm-claude-skills + +- Repository: [https://github.com/infrasity-labs/dev-gtm-claude-skills](https://github.com/infrasity-labs/dev-gtm-claude-skills) (commit `02cfefb`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `millers-law` | core | Apply Miller's Law — chunk information into groups of ~4 to work within working memory limits. | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/millers-law) | + +## Source: inkline/inkline + +- Repository: [https://github.com/inkline/inkline](https://github.com/inkline/inkline) (commit `fcc2bf4`, retrieved 2026-07-14) +- License: no explicit license — referenced by link only + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `test-component` | core | Phase 4 of building an Inkline component — write colocated cross-target tests. Assert compilation to all 7 targets, expected diagnostics, conformance, output composition/imports/bindings, snapshots, and real-DOM behavior via Angular SSR. … | [source](https://github.com/inkline/inkline/tree/fcc2bf4/.claude/skills/test-component) | + +## 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-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) | +| `adobe-advanced-troubleshooting` | core | Apply advanced debugging techniques for Adobe API issues: IMS token introspection, Firefly job failure analysis, PDF Services error codes, and network-layer diagnostics for Adobe endpoints. Trigger with phrases like "adobe hard bug", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/adobe-pack/skills/adobe-advanced-troubleshooting) | +| `clerk-debug-bundle` | core | Collect comprehensive debug information for Clerk issues. Use when troubleshooting complex problems, preparing support tickets, or diagnosing intermittent issues. Trigger with phrases like "clerk debug", "clerk diagnostics", "clerk support … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/clerk-pack/skills/clerk-debug-bundle) | +| `obsidian-observability` | core | Implement structured logging, metrics, error tracking, and a debug panel for Obsidian plugins. Use when adding debug logging, tracking plugin performance, building a diagnostics view, or setting up error reporting. Trigger with phrases … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/obsidian-pack/skills/obsidian-observability) | +| `clickup-debug-bundle` | core | Collect ClickUp API diagnostic information for troubleshooting and support. Use when encountering persistent issues, preparing support tickets, or collecting API connectivity and rate limit diagnostics. Trigger: "clickup debug", "clickup … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/clickup-pack/skills/clickup-debug-bundle) | +| `flyio-debug-bundle` | core | Collect Fly.io debug evidence for support tickets including machine status, logs, health checks, volume state, and networking diagnostics. Trigger: "fly.io debug", "fly.io support", "fly.io diagnostic", "fly doctor". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flyio-pack/skills/flyio-debug-bundle) | +| `snowflake-debug-bundle` | core | Collect Snowflake debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support cases, or collecting diagnostic information from QUERY_HISTORY and ACCOUNT_USAGE. Trigger with phrases … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/snowflake-pack/skills/snowflake-debug-bundle) | +| `algolia-debug-bundle` | core | Collect Algolia debug evidence: index stats, API key ACLs, query logs, and network diagnostics for support tickets. Trigger: "algolia debug", "algolia support bundle", "collect algolia logs", "algolia diagnostic", "algolia troubleshoot". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/algolia-pack/skills/algolia-debug-bundle) | +| `clari-debug-bundle` | core | Collect Clari API diagnostic info for support cases. Use when preparing a support ticket, collecting API response samples, or documenting integration issues. Trigger with phrases like "clari debug", "clari support bundle", "collect clari … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/clari-pack/skills/clari-debug-bundle) | +| `coreweave-debug-bundle` | core | Collect CoreWeave cluster diagnostics for support tickets. Use when preparing a support case, collecting GPU node status, or documenting pod failures. Trigger with phrases like "coreweave debug", "coreweave support", "coreweave … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/coreweave-pack/skills/coreweave-debug-bundle) | +| `coreweave-fabric-diagnostics` | core | Diagnose the most expensive silent failure on a CoreWeave multi-node GPU job: GPUDirect RDMA falling back from InfiniBand to TCP. When NCCL drops from NET/IB to NET/Socket, collectives keep running with NO error but throughput collapses … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/coreweave-pack/skills/coreweave-fabric-diagnostics) | +| `fathom-debug-bundle` | core | Collect Fathom API diagnostics for support cases. Trigger with phrases like "fathom debug", "fathom diagnostics". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/fathom-pack/skills/fathom-debug-bundle) | + +## 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) | +| `statsmodels` | core | Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/statsmodels) | + +## 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) | +| `statsmodels` | core | Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/statsmodels) | + +## Source: microsoft/skills + +- Repository: [https://github.com/microsoft/skills](https://github.com/microsoft/skills) (commit `dc543aa`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `azure-diagnostics` | core | Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot app service, app service high CPU, app service deployment failure, troubleshoot container … | [source](https://github.com/microsoft/skills/tree/dc543aa/.github/plugins/azure-skills/skills/azure-diagnostics) | + +## Source: mikeyobrien/ralph-orchestrator + +- Repository: [https://github.com/mikeyobrien/ralph-orchestrator](https://github.com/mikeyobrien/ralph-orchestrator) (commit `407cb96`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `ralph-loop` | core | Run, monitor, resume, merge, and debug Ralph loops. Use this skill whenever the user asks to operate `ralph run` or `ralph loops`, inspect loop state, recover suspended loops, analyze diagnostics, or unblock merge queue issues. | [source](https://github.com/mikeyobrien/ralph-orchestrator/tree/407cb96/skills/ralph-loop) | + +## 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 | +|---|---|---|---| +| `git-troubleshooter` | core | Diagnose a tangled git situation and give the exact, safe commands to fix it. Use when asked to undo a commit, recover lost work, fix a bad merge or rebase, resolve a detached HEAD, unstage files, or get out of a git mess. Produces the … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-engineering/skills/git-troubleshooter) | + +## Source: mukul975/Anthropic-Cybersecurity-Skills + +- Repository: [https://github.com/mukul975/Anthropic-Cybersecurity-Skills](https://github.com/mukul975/Anthropic-Cybersecurity-Skills) (commit `673da1f`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `performing-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) | +| `collecting-volatile-evidence-from-compromised-host` | core | Collect volatile forensic evidence from a compromised system following order of volatility, preserving memory, network connections, processes, and system state before they are lost. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/collecting-volatile-evidence-from-compromised-host) | +| `extracting-config-from-agent-tesla-rat` | core | Extract embedded configuration from Agent Tesla RAT samples including SMTP/FTP/Telegram exfiltration credentials, keylogger settings, and C2 endpoints using .NET decompilation and memory analysis. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/extracting-config-from-agent-tesla-rat) | + +## Source: nexu-io/open-design + +- Repository: [https://github.com/nexu-io/open-design](https://github.com/nexu-io/open-design) (commit `4b66023`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `clinical-case-report` | core | Structured medical case presentation for clinical rounds, conferences, and documentation. Generates SOAP-format or narrative case reports with physiologically accurate vitals, labs, and evidence-based plans. Use when the brief mentions … | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/clinical-case-report) | + +## Source: rampstackco/claude-skills + +- Repository: [https://github.com/rampstackco/claude-skills](https://github.com/rampstackco/claude-skills) (commit `bc6d961`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `content-strategy` | core | Develop a content strategy covering editorial positioning, content pillars, formats, calendar, governance, and topical authority planning. Use this skill whenever the user wants to plan a content program, define content pillars, build an … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/content-strategy) | + +## Source: rudrankriyam/app-store-connect-cli-skills + +- Repository: [https://github.com/rudrankriyam/app-store-connect-cli-skills](https://github.com/rudrankriyam/app-store-connect-cli-skills) (commit `ae57034`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `asc-crash-triage` | core | Triage TestFlight crashes, beta feedback, and performance diagnostics using asc. Use when the user asks about TF crashes, TestFlight crash reports, beta tester feedback, app hangs, disk writes, launch diagnostics, or wants a crash summary … | [source](https://github.com/rudrankriyam/app-store-connect-cli-skills/tree/ae57034/skills/asc-crash-triage) | + +## Source: samber/cc-skills-golang + +- Repository: [https://github.com/samber/cc-skills-golang](https://github.com/samber/cc-skills-golang) (commit `4881c01`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `golang-security` | core | Security best practices and vulnerability prevention for Golang. Covers injection (SQL, command, XSS), cryptography, filesystem safety, network security, cookies, secrets management, memory safety, and logging. Apply when writing, … | [source](https://github.com/samber/cc-skills-golang/tree/4881c01/skills/golang-security) | +| `golang-gopls` | core | Golang semantic code intelligence via `gopls`, the official Go language server — go-to-definition, find references, call/implementation hierarchy, workspace symbol search, package API discovery, diagnostics, safe rename, refactors … | [source](https://github.com/samber/cc-skills-golang/tree/4881c01/skills/golang-gopls) | + +## 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: 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 | +|---|---|---|---| +| `tldr-cli` | core | TLDR CLI komut referansi. tree, structure, search, extract, context, cfg, dfg, slice, calls, impact, dead, arch, imports, importers, diagnostics, change-impact komutlari. | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/tldr-cli) | diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..c8c546c --- /dev/null +++ b/references/market.md @@ -0,0 +1,161 @@ +# Market evidence report — general-veterinarian + +Source: **49 real job ads** (JSearch API, countries: us 35, gb 14), extracted into the MSSQL evidence store; as of 2026-07-12. +This report contains extracted, aggregated facts only — no ad text is +reproduced (copyright / platform terms). + +## Seniority distribution + +| Seniority | Ads | Share | +|---|---|---| +| mid | 39 | 80 % | +| n/a | 8 | 16 % | +| lead | 2 | 4 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | digital radiography | 11 | 22 % | +| 2 | ultrasound | 11 | 22 % | +| 3 | in-house laboratory | 7 | 14 % | +| 4 | laser therapy | 7 | 14 % | +| 5 | digital dental radiology | 4 | 8 % | +| 6 | therapeutic laser | 4 | 8 % | +| 7 | digital dental x-ray | 3 | 6 % | +| 8 | digital radiographs | 3 | 6 % | +| 9 | digital radiology | 3 | 6 % | + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | veterinary medicine | 24 | 49 % | +| 2 | surgery | 14 | 29 % | +| 3 | dentistry | 9 | 18 % | +| 4 | preventive care | 9 | 18 % | +| 5 | surgical procedures | 9 | 18 % | +| 6 | patient care | 7 | 14 % | +| 7 | preventative care | 7 | 14 % | +| 8 | client communication | 6 | 12 % | +| 9 | medical diagnosis | 6 | 12 % | +| 10 | ultrasound | 6 | 12 % | +| 11 | internal medicine | 5 | 10 % | +| 12 | medical care | 5 | 10 % | +| 13 | urgent care | 5 | 10 % | +| 14 | dental procedures | 4 | 8 % | +| 15 | digital radiography | 4 | 8 % | +| 16 | medical record maintenance | 4 | 8 % | +| 17 | soft tissue surgery | 4 | 8 % | +| 18 | diagnostics | 3 | 6 % | +| 19 | disease treatment | 3 | 6 % | +| 20 | surgical care | 3 | 6 % | +| 21 | treatment planning | 3 | 6 % | +| 22 | ultrasound interpretation | 3 | 6 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | fear free certification | 4 | 8 % | +| 2 | mentorship | 4 | 8 % | +| 3 | structured mentorship | 3 | 6 % | + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | patient care | 18 | 37 % | +| 2 | client communication | 13 | 27 % | +| 3 | medical practice | 5 | 10 % | +| 4 | patient care delivery | 5 | 10 % | +| 5 | surgical procedures | 5 | 10 % | +| 6 | teamwork | 5 | 10 % | +| 7 | customer service | 4 | 8 % | +| 8 | medical treatment | 4 | 8 % | +| 9 | relationship building | 4 | 8 % | +| 10 | surgery performance | 4 | 8 % | +| 11 | team collaboration | 4 | 8 % | +| 12 | client education | 3 | 6 % | +| 13 | medical record maintenance | 3 | 6 % | +| 14 | pet care | 3 | 6 % | +| 15 | preventative care | 3 | 6 % | +| 16 | providing medical care | 3 | 6 % | +| 17 | treatment plan development | 3 | 6 % | + +## Regional breakdown + +> **Corpus note:** 49 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative. + +### US (us) + +35 ads. + +**Top hard skills:** + +- veterinary medicine — 51 % (18 ads) +- surgery — 31 % (11 ads) +- surgical procedures — 23 % (8 ads) +- patient care — 17 % (6 ads) +- preventative care — 17 % (6 ads) +- preventive care — 17 % (6 ads) +- client communication — 14 % (5 ads) +- dentistry — 14 % (5 ads) +- medical diagnosis — 14 % (5 ads) +- dental procedures — 11 % (4 ads) + +**Top tools:** + +- digital radiography — 29 % (10 ads) +- ultrasound — 23 % (8 ads) +- in-house laboratory — 17 % (6 ads) +- laser therapy — 14 % (5 ads) +- digital dental radiology — 11 % (4 ads) +- digital dental x-ray — 9 % (3 ads) +- therapeutic laser — 9 % (3 ads) +- Bionet surgical monitors — 6 % (2 ads) +- Capnograph — 6 % (2 ads) +- cold laser therapy — 6 % (2 ads) + +**Seniority:** mid 89 % · n/a 11 % + +### UK (gb) + +**Insufficient evidence** — 14 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 | +|---|---| +| Veterinarian - General Practice | 10 | +| Associate Veterinarian | 4 | +| Veterinarian | 3 | +| General Practice Veterinarian | 2 | +| Lead Veterinarian | 2 | +| Veterinarian - Full-Time | 2 | +| Veterinarian – General Practice | 2 | +| Arizona Veterinary Doctor: General Practice & Dentistry | 1 | +| Associate Veterinarian - Compassion Animal Hospital | 1 | +| Associate Veterinarian - General Practice ; Ithaca NY | 1 | +| Associate Veterinarian – Laredo, Texas | 1 | +| Associate Veterinarian - Small Animal General Practice, Flexible Schedule - Lacey, WA | 1 | +| Associate Veterinarian (DVM) - Small Animal General Practice, Surgery & Dentistry - Mentorship Available - Tempe, AZ | 1 | +| Compassionate General Veterinarian - Small-Animal Care | 1 | +| Full-time Veterinarian | 1 | +| General Practice Veterinarian - Flexible, Mentored Growth | 1 | +| General Practice Veterinarian - Gaithersburg, MD | 1 | +| General Practice Veterinarian - Germantown, MD | 1 | +| General Practice Veterinarian – Washington, DC | 1 | +| Hospital Medical Leader or Hospital Veterinarian | 1 | +| Lead Owner Veterinarian | 1 | +| Partner Veterinarian | 1 | +| Relief Veterinarian - East Coast | 1 | +| Veterinarian - General Practice - Bealeton, VA | 1 | +| Veterinarian - Part-Time | 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..6e1fd89 --- /dev/null +++ b/references/profile.md @@ -0,0 +1,26 @@ +# Occupation profile — general veterinarian + +- **ESCO URI:** http://data.europa.eu/esco/occupation/eb6efbb9-9216-4e86-bc3b-de2223cd4667 +- **ESCO code:** 2250.6 +- **ISCO-08 group:** 2250 — Veterinarians +- **O*NET-SOC:** 19-1011.00 — Animal Scientists (match: closeMatch) + +## Description (ESCO) + +General veterinarians are professionals with a comprehensive scientific education. They have the authority to carry out, in an independent, ethical and personally responsible capacity, all aspects of veterinary medicine, in the interest of the health and welfare of animals and public health in accordance with national and international legislation. The generalist veterinarian can work with any species, however they may choose to work with a single species or types such as equine, companion or production animals. + +## Definition + +nan + +## Alternative labels + +- family vet +- general veterinarians +- companion animal veterinarian +- comprehensive vet +- food production animal veterinarian +- veterinary surgeon +- equine veterinarian +- general vet +- all-purpose veterinary diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..0c88be4 --- /dev/null +++ b/references/skills.md @@ -0,0 +1,107 @@ +# Competences — general veterinarian + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/eb6efbb9-9216-4e86-bc3b-de2223cd4667). + +## Essential + +- **advise on animal welfare** (skill/competence) +- **advise on livestock disease control** (skill/competence) +- **anatomy of animals** (knowledge) +- **animal behaviour** (knowledge) +- **animal food products** (knowledge) +- **animal production science** (knowledge) +- **animal welfare** (knowledge) +- **animal welfare legislation** (knowledge) +- **apply animal hygiene practices** (skill/competence) +- **apply safe work practices in a veterinary setting** (skill/competence) +- **apply veterinary epidemiology** (skill/competence) +- **assess animal behaviour** (skill/competence) +- **assess animal nutrition** (skill/competence) +- **biosecurity related to animals** (knowledge) +- **certify the performance of veterinary procedures** (skill/competence) +- **collect samples from animals** (skill/competence) +- **conduct ante-mortem veterinary health inspection** (skill/competence) +- **conduct veterinary consultation** (skill/competence) +- **control animal movement** (skill/competence) +- **develop an animal handling strategy** (skill/competence) +- **environmental enrichment for animals** (knowledge) +- **evaluate information in the field of veterinary nursing** (skill/competence) +- **fundamental veterinary sciences** (knowledge) +- **handle veterinary emergencies** (skill/competence) +- **implant microchips in animals** (skill/competence) +- **inspect animal welfare management** (skill/competence) +- **interact safely with animals** (skill/competence) +- **issue certificates for animal products** (skill/competence) +- **maintain veterinary clinical records** (skill/competence) +- **manage animal biosecurity** (skill/competence) +- **manage animal welfare** (skill/competence) +- **manage the use of vaccines** (skill/competence) +- **monitor the welfare of animals** (skill/competence) +- **perform euthanasia on animals** (skill/competence) +- **perform gross post mortem examination on animals** (skill/competence) +- **perform laboratory testing on samples of animals** (skill/competence) +- **perform surgical procedures on animals** (skill/competence) +- **perform veterinary diagnosis** (skill/competence) +- **physiology of animals** (knowledge) +- **practise veterinary professional codes of conduct** (skill/competence) +- **prescribe animal medications** (skill/competence) +- **prescribe physical therapy to animals** (skill/competence) +- **provide anaesthetics to animals** (skill/competence) +- **provide animal training** (skill/competence) +- **provide first aid to animals** (skill/competence) +- **provide sedation to animals** (skill/competence) +- **provide veterinary information to the public** (skill/competence) +- **safe work practices in a veterinary setting** (knowledge) +- **signs of animal illness** (knowledge) +- **supervise animal handling for veterinary activities** (skill/competence) +- **treat pain for veterinary patients** (skill/competence) +- **veterinary clinical sciences** (knowledge) +- **zoonotic diseases** (knowledge) + +## Optional + +- administer appointments (skill/competence) +- apply numeracy skills (skill/competence) +- calculate rates per hours (skill/competence) +- check the health of livestock (skill/competence) +- collaborate with animal related professionals (skill/competence) +- cope with challenging circumstances in the veterinary sector (skill/competence) +- deal with challenging people (skill/competence) +- follow work schedule (skill/competence) +- implement veterinary clinical governance (skill/competence) +- interview animal owners on animals' conditions (skill/competence) +- maintain administrative records in the veterinary office (skill/competence) +- maintain relationship with customers (skill/competence) +- maintain relationships with animal welfare establishments (skill/competence) +- make decisions regarding the animal's welfare (skill/competence) +- manage a small-to-medium business (skill/competence) +- manage personal professional development (skill/competence) +- perform endoscopy (skill/competence) +- perform esophagoscopy (skill/competence) +- perform intra-operative neuromonitoring (skill/competence) +- plan schedule (skill/competence) +- provide mentorship (skill/competence) +- supervise nursing staff (skill/competence) +- take advantage of learning opportunities in veterinary science (skill/competence) +- understand the animal's situation (skill/competence) + + + +## Market evidence (job-ad analysis, 49 ads, as of 2026-07-12) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- veterinary medicine — **49 %** +- surgery — **29 %** +- surgical procedures — **18 %** +- preventive care — **18 %** +- dentistry — **18 %** + +### Responsibilities + +- patient care — **37 %** +- client communication — **27 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..f3343d1 --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,25 @@ +# Tasks & work activities — general veterinarian + +Source: O*NET 30.3, occupation 19-1011.00 (Animal Scientists). + +## Task statements + +- **[Core]** Write up or orally communicate research findings to the scientific community, producers, and the public. +- **[Core]** Conduct research concerning animal nutrition, breeding, or management to improve products or processes. +- **[Core]** Advise producers about improved products and techniques that could enhance their animal production efforts. +- **[Core]** Study nutritional requirements of animals and nutritive values of animal feed materials. +- **[Core]** Study effects of management practices, processing methods, feed, or environmental conditions on quality and quantity of animal products, such as eggs and milk. +- **[Core]** Develop improved practices in feeding, housing, sanitation, or parasite and disease control of animals. +- **[Core]** Research and control animal selection and breeding practices to increase production efficiency and improve animal quality. +- **[Supplemental]** Determine genetic composition of animal populations and heritability of traits, using principles of genetics. +- **[Supplemental]** Crossbreed animals with existing strains or cross strains to obtain new combinations of desirable characteristics. + +## Detailed work activities + +- Advise others on business or operational matters. +- Advise others on ways to improve processes or products. +- Develop agricultural methods. +- Perform animal breeding procedures. +- Prepare scientific or technical reports or presentations. +- Research genetic characteristics or expression. +- Research livestock management methods. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..50dd8cf --- /dev/null +++ b/references/tools.md @@ -0,0 +1,46 @@ +# Tools & technology — general veterinarian + +Source: O*NET 30.3 'Software Skills' for 19-1011.00. + +| Software | Category | Hot technology | +|---|---|---| +| SAS | Analytical or scientific software | yes | +| Tableau | Business intelligence and data analysis software | yes | +| Autodesk AutoCAD | Computer aided design CAD software | yes | +| Microsoft Access | Data base user interface and query software | yes | +| Structured query language SQL | Data base user interface and query software | yes | +| Oracle PeopleSoft | Enterprise resource planning ERP software | yes | +| ESRI ArcGIS software | Geographic information system | yes | +| Microsoft Office software | Office suite software | yes | +| Microsoft PowerPoint | Presentation software | yes | +| Microsoft Excel | Spreadsheet software | yes | +| Microsoft Word | Word processing software | yes | +| Best Linear Unbiased Prediction BLUP | Analytical or scientific software | | +| Cowculator | Analytical or scientific software | | +| COWGAME | Analytical or scientific software | | +| Deoxyribonucleic acid DNA sequence analysis software | Analytical or scientific software | | +| FEEDLOT CALC | Analytical or scientific software | | +| Master Ration Calculator | Analytical or scientific software | | +| Nutrition Balance Analyzer NUTBAL | Analytical or scientific software | | +| VSNi ASReml | Analytical or scientific software | | +| VSNi GenStat | Analytical or scientific software | | +| DAGRIS | Data base user interface and query software | | +| Database software | Data base user interface and query software | | +| Domestic Animal Diversity Information Service DAD-IS | Data base user interface and query software | | +| Online Mendelian Inheritance in Animals OMIA | Data base user interface and query software | | +| Email software | Electronic mail software | | +| Oracle HRIS | Human resources software | | +| Web browser software | Internet browser software | | + + + +## Market evidence (job-ad analysis, 49 ads, as of 2026-07-12) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Tools + +- digital radiography — **22 %** +- ultrasound — **22 %** + +