feat: gambling-quality-assurance-engineer skill package v0.1.0

2026-08-14 16:45:51 +02:00
commit dfec9403c8
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--- a/PROVENANCE.md
+++ b/PROVENANCE.md
@@ -0,0 +1,30 @@
+# Data provenance — gambling-quality-assurance-engineer
+
+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':'#d97757','pie4':'#8e24aa','pieOuterStrokeWidth':'0px','pieSectionTextColor':'#fff'}}}%%
+pie showData
+    title Content sources — gambling-quality-assurance-engineer
+    "ESCO (occupation & competences)" : 21
+    "O*NET (tasks & tools)" : 107
+    "Anthropic official Claude skills" : 7
+    "External AI skill packs (mapped)" : 154
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 21 | 7.3 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 107 | 37.0 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 0 | 0.0 % | 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 | 7 | 2.4 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
+| External AI skill packs (mapped) | 154 | 53.3 % | 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).
--- a/SKILL.md
+++ b/SKILL.md
@@ -0,0 +1,47 @@
+---
+name: gambling-quality-assurance-engineer
+description: "Occupational skill for the role 'gambling quality assurance engineer' (also: test operator in gambling, lottery quality assurance engineer, gaming quality assurance engineer, betting quality assurance engineer, betting quality controller, lottery quality controller). Use when the user asks for typical gambling quality assurance engineer work such as: typical gambling quality assurance engineer responsibilities"
+---
+
+# Gambling Quality Assurance Engineer
+
+Gambling quality assurance engineers design and plan methods to test the gambling, the lottery or betting games. They execute the tests. These games can be both for public or for private audience, and the tests are for both online and land-based gaming.
+
+## Core workflow
+
+
+## How to use this skill
+
+- Read [references/profile.md](references/profile.md) for the occupation profile and scope.
+- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory.
+- Check [references/skills.md](references/skills.md) for essential vs. optional competences.
+- Check [references/tools.md](references/tools.md) for the software commonly used in this role.
+- See [references/ai-skills.md](references/ai-skills.md) — matched external AI agent skills (per-source attribution).
+
+## Key competences (essential)
+
+- attend gaming tests
+- develop strategy to solve problems
+- follow ethical code of conduct of gambling
+- legal standards in gambling
+- mathematics
+- perform services in a flexible manner
+- probability theory
+- report gaming incidents
+- solve problems in gambling through digital means
+
+## Hot technologies
+
+- Amazon Redshift
+- Amazon Web Services AWS software
+- Apache Hadoop
+- Apache Spark
+- C++
+- Extensible markup language XML
+- IBM DB2
+- IBM SPSS Statistics
+- Linux
+- Microsoft Access
+
+---
+*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/491cf76d-eb0d-4f15-90f0-3f5c9b11472a), O*NET 30.3 (15-2041.00, manual nearest match). See manifest.json for licensing/attribution.*
--- a/manifest.json
+++ b/manifest.json
@@ -0,0 +1,232 @@
+{
+  "name": "gambling-quality-assurance-engineer",
+  "title": "gambling quality assurance engineer",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/491cf76d-eb0d-4f15-90f0-3f5c9b11472a",
+    "esco_code": "2120.4",
+    "isco_group": "2120",
+    "onet_soc": "15-2041.00",
+    "crosswalk_match": "manual nearest via ISCO 2120 (Statisticians)"
+  },
+  "sources": [
+    {
+      "name": "ESCO",
+      "version": "1.2.1",
+      "url": "https://esco.ec.europa.eu/"
+    },
+    {
+      "name": "O*NET",
+      "version": "30.3",
+      "url": "https://www.onetcenter.org/",
+      "license": "CC BY 4.0"
+    }
+  ],
+  "attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download",
+  "counts": {
+    "tasks": 0,
+    "dwas": 0,
+    "skills_essential": 9,
+    "skills_optional": 11,
+    "software": 0
+  },
+  "enrichment_ai_skills": {
+    "generated": "2026-07-14",
+    "method": "deterministic mapping (ISCO prefix + title/competence keywords)",
+    "sources": {
+      "anthropics/skills": {
+        "repo": "https://github.com/anthropics/skills",
+        "commit": "f6656c1",
+        "license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder",
+        "skills": 4
+      },
+      "wshobson/agents": {
+        "repo": "https://github.com/wshobson/agents",
+        "commit": "6fd3247",
+        "license": "MIT (c) Seth Hobson",
+        "skills": 3
+      },
+      "LambdaTest/agent-skills": {
+        "repo": "https://github.com/LambdaTest/agent-skills",
+        "commit": "54824d6",
+        "license": "MIT",
+        "skills": 12
+      },
+      "cypress-io/ai-toolkit": {
+        "repo": "https://github.com/cypress-io/ai-toolkit",
+        "commit": "9c9038e",
+        "license": "MIT",
+        "skills": 3
+      },
+      "davila7/claude-code-templates": {
+        "repo": "https://github.com/davila7/claude-code-templates",
+        "commit": "fa79251",
+        "license": "MIT",
+        "skills": 10
+      },
+      "zebbern/claude-code-guide": {
+        "repo": "https://github.com/zebbern/claude-code-guide",
+        "commit": "d2c5280",
+        "license": "MIT",
+        "skills": 4
+      },
+      "rohitg00/skillkit": {
+        "repo": "https://github.com/rohitg00/skillkit",
+        "commit": "d2e5c34",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "alirezarezvani/claude-skills": {
+        "repo": "https://github.com/alirezarezvani/claude-skills",
+        "commit": "0241f43",
+        "license": "MIT",
+        "skills": 4
+      },
+      "rampstackco/claude-skills": {
+        "repo": "https://github.com/rampstackco/claude-skills",
+        "commit": "bc6d961",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mukul975/Anthropic-Cybersecurity-Skills": {
+        "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
+        "commit": "673da1f",
+        "license": "Apache-2.0",
+        "skills": 7
+      },
+      "arbiterForge/codeArbiter": {
+        "repo": "https://github.com/arbiterForge/codeArbiter",
+        "commit": "defa4ea",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      },
+      "EveryInc/compound-engineering-plugin": {
+        "repo": "https://github.com/EveryInc/compound-engineering-plugin",
+        "commit": "1a7a4c1",
+        "license": "MIT",
+        "skills": 1
+      },
+      "evanca/flutter-ai-rules": {
+        "repo": "https://github.com/evanca/flutter-ai-rules",
+        "commit": "c416bf9",
+        "license": "MIT",
+        "skills": 1
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "license": "MIT",
+        "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": 5
+      },
+      "levnikolaevich/claude-code-skills": {
+        "repo": "https://github.com/levnikolaevich/claude-code-skills",
+        "commit": "2922616",
+        "license": "MIT",
+        "skills": 1
+      },
+      "addyosmani/agent-skills": {
+        "repo": "https://github.com/addyosmani/agent-skills",
+        "commit": "98967c4",
+        "license": "MIT",
+        "skills": 1
+      },
+      "jeremylongshore/claude-code-plugins-plus-skills": {
+        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
+        "commit": "e112938a",
+        "license": "MIT",
+        "skills": 5
+      },
+      "jabrena/plinth": {
+        "repo": "https://github.com/jabrena/plinth",
+        "commit": "065eae8",
+        "license": "Apache-2.0",
+        "skills": 2
+      },
+      "ayoubben18/ab-method": {
+        "repo": "https://github.com/ayoubben18/ab-method",
+        "commit": "bf65f61",
+        "license": "MIT",
+        "skills": 1
+      },
+      "pcliangx/AppGenesisForge": {
+        "repo": "https://github.com/pcliangx/AppGenesisForge",
+        "commit": "81ea032",
+        "license": "MIT",
+        "skills": 2
+      },
+      "squirrelscan/squirrelscan": {
+        "repo": "https://github.com/squirrelscan/squirrelscan",
+        "commit": "683c711",
+        "license": "MIT",
+        "skills": 1
+      },
+      "rsmdt/the-startup": {
+        "repo": "https://github.com/rsmdt/the-startup",
+        "commit": "ff6a0be",
+        "license": "MIT",
+        "skills": 1
+      },
+      "dotnet/skills": {
+        "repo": "https://github.com/dotnet/skills",
+        "commit": "79a2ada",
+        "license": "MIT",
+        "skills": 2
+      },
+      "affaan-m/everything-claude-code": {
+        "repo": "https://github.com/affaan-m/everything-claude-code",
+        "commit": "ed38744",
+        "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
+      },
+      "NeoLabHQ/context-engineering-kit": {
+        "repo": "https://github.com/NeoLabHQ/context-engineering-kit",
+        "commit": "e61511b",
+        "license": "GPL",
+        "skills": 1
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 13,
+      "adjacent": 67
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 21,
+      "onet": 107,
+      "jobads": 0,
+      "wiki_ai": 0,
+      "anthropic": 7,
+      "ai_skills": 154,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 7.3,
+      "onet": 37.0,
+      "jobads": 0.0,
+      "wiki_ai": 0.0,
+      "anthropic": 2.4,
+      "ai_skills": 53.3,
+      "stackx": 0.0
+    },
+    "method": "content items per source category"
+  },
+  "collar": "white",
+  "computer_work": true
+}
--- a/references/ai-skills.md
+++ b/references/ai-skills.md
@@ -0,0 +1,314 @@
+# External AI agent skills — gambling-quality-assurance-engineer
+
+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 |
+|---|---|---|---|
+| `xlsx` | adjacent | Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .xltx, .csv, or .tsv file (e.g., adding columns, computing formulas, … | [source](https://github.com/anthropics/skills/tree/main/skills/xlsx) |
+| `docx` | adjacent | Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to … | [source](https://github.com/anthropics/skills/tree/main/skills/docx) |
+| `pdf` | adjacent | Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating … | [source](https://github.com/anthropics/skills/tree/main/skills/pdf) |
+| `webapp-testing` | adjacent | Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs. | [source](https://github.com/anthropics/skills/tree/main/skills/webapp-testing) |
+
+## Source: wshobson/agents
+
+- Repository: [https://github.com/wshobson/agents](https://github.com/wshobson/agents) (commit `6fd3247`, retrieved 2026-07-14)
+- License: MIT (c) Seth Hobson
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `performance-testing-review-test-automator (agent)` | adjacent | Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration. Use PROACTIVELY for testing automation or quality … | [source](https://github.com/wshobson/agents/tree/main/plugins/performance-testing-review/agents/test-automator.md) |
+| `api-testing-observability-api-documenter (agent)` | adjacent | Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals. Use PROACTIVELY for API documentation or developer … | [source](https://github.com/wshobson/agents/tree/main/plugins/api-testing-observability/agents/api-documenter.md) |
+| `performance-testing-review-performance-engineer (agent)` | adjacent | Expert performance engineer specializing in modern observability, application optimization, and scalable system performance. Masters OpenTelemetry, distributed tracing, load testing, multi-tier caching, Core Web Vitals, and performance … | [source](https://github.com/wshobson/agents/tree/main/plugins/performance-testing-review/agents/performance-engineer.md) |
+
+## Source: cypress-io/ai-toolkit
+
+- Repository: [https://github.com/cypress-io/ai-toolkit](https://github.com/cypress-io/ai-toolkit) (commit `9c9038e`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `cypress-explain` | adjacent | Explains Cypress tests (E2E and component tests), and answers questions about Cypress use and behavior. Use when the user asks to explain how a test works, explain how Cypress works, review or critique a test without writing code. Apply … | [source](https://github.com/cypress-io/ai-toolkit/tree/9c9038e/skills/cypress-explain) |
+| `cypress-author` | adjacent | Creates, updates, and fixes Cypress tests (E2E/end-to-end and component tests). Use when the user asks to create tests, add tests, write tests, update tests, test this file/component, new spec, or fix a failing or flaky test. Apply even … | [source](https://github.com/cypress-io/ai-toolkit/tree/9c9038e/skills/cypress-author) |
+| `cypress-docs` | adjacent | Search and extract Cypress information from official documentation (docs.cypress.io, cypress.io); prefer LLM markdown under /llm/* and refuse unverified API or behavior claims. | [source](https://github.com/cypress-io/ai-toolkit/tree/9c9038e/skills/cypress-docs) |
+
+## 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 |
+|---|---|---|---|
+| `growing-outside-in-systems` | adjacent | Drive feature development using Outside-In TDD with Hexagonal Architecture. Design emerges through inline code, in-memory fakes, interface extraction, and deferred I/O. Use when building features, writing tests, or structuring backend … | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/backend-development/skills/growing-outside-in-systems) |
+| `implementation-execution` | adjacent | Execute development tasks to build features, producing code, tests, and configuration artifacts that satisfy specification requirements and comply with constitution standards. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/spec-kit/skills/implementation-execution) |
+| `constitution-creation` | adjacent | Establish project governing principles including dev guidelines, code quality standards, testing policies, UX requirements, performance benchmarks, and security constraints. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/spec-kit/skills/constitution-creation) |
+| `eval-harness` | adjacent | Evaluation harness for testing agent and skill quality through structured benchmarks, regression tests, and quality scoring. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/everything-claude-code/skills/eval-harness) |
+
+## Source: addyosmani/agent-skills
+
+- Repository: [https://github.com/addyosmani/agent-skills](https://github.com/addyosmani/agent-skills) (commit `98967c4`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `test-driven-development` | adjacent | Drives development with tests. Use when implementing any logic, fixing any bug, or changing any behavior. Use when you need to prove that code works, when a bug report arrives, or when you're about to modify existing functionality. | [source](https://github.com/addyosmani/agent-skills/tree/98967c4/skills/test-driven-development) |
+
+## 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 |
+|---|---|---|---|
+| `config-gc` | adjacent | Garbage collection for your Claude Code configuration. Periodically scans ~/.claude (skills, memory, hooks, permissions, MCP servers, caches) for redundant, stale, orphaned, or low-value items, then walks the user through a … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/config-gc) |
+
+## 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 |
+|---|---|---|---|
+| `spec-driven-workflow` | core | Use when the user asks to write specs before code, define acceptance criteria, plan features before implementation, generate tests from specifications, or follow spec-first development practices. | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/engineering/skills/spec-driven-workflow) |
+| `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) |
+| `andreessen` | adjacent | Marc Andreessen-mode decision and productivity skill. A blunt, market-first operator that pressure-tests ideas, ventures, features, and career bets through Andreessen's actual frameworks — market dominates team and product; the only … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/productivity/andreessen/skills/andreessen) |
+| `coverage` | adjacent | Analyze test coverage gaps. Use when user says "test coverage", "what's not tested", "coverage gaps", "missing tests", "coverage report", or "what needs testing". | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/engineering-team/playwright-pro/skills/coverage) |
+
+## Source: arbiterForge/codeArbiter
+
+- Repository: [https://github.com/arbiterForge/codeArbiter](https://github.com/arbiterForge/codeArbiter) (commit `defa4ea`, retrieved 2026-07-14)
+- License: custom (see upstream LICENSE)
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ca-refactor` | adjacent | Restructure code with behavioral parity proven through unmodified pre-existing tests, then refactor. No behavior change. | [source](https://github.com/arbiterForge/codeArbiter/tree/defa4ea/plugins/ca-codex/skills/ca-refactor) |
+
+## Source: ayoubben18/ab-method
+
+- Repository: [https://github.com/ayoubben18/ab-method](https://github.com/ayoubben18/ab-method) (commit `bf65f61`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ab-test-mission` | adjacent | Add retroactive test coverage for code that was not written test-first. Use when the user wants to backfill tests. | [source](https://github.com/ayoubben18/ab-method/tree/bf65f61/.agents/skills/ab-test-mission) |
+
+## 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 |
+|---|---|---|---|
+| `identify` | adjacent | Design or review identification strategy for the sewage-house-prices project. Produces strategy memos with estimand, assumptions, pseudo-code, robustness plan, falsification tests, and referee objection anticipation. This skill should be … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/41-sticerd-eee-sewage-econometrics-check/skills/identify) |
+| `review-julia` | adjacent | Run the Julia code review protocol on Julia scripts. Checks code quality, type stability, parallel computing patterns, and scientific computing standards. Produces a report without editing files. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/review-julia) |
+| `academic-proofreader` | adjacent | Perform an exhaustive, multi-pass proofread and copy-edit of an applied-microeconomics manuscript to top-economics-journal standards (AER, QJE, Econometrica, ReStud), checking prose, equations, table notes, footnotes, and citations for … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/38-peternka-academic-proofreader) |
+| `code-review-excellence` | adjacent | 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) |
+| `econometrics-skills` | adjacent | 12 econometrics skills. Trigger: causal analysis, regression models, treatment effects, panel data. Design: method-centric guides with R/Python code and diagnostic tests. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/analysis/econometrics) |
+
+## 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 |
+|---|---|---|---|
+| `Ethical Hacking Methodology` | core | This skill should be used when the user asks to "learn ethical hacking", "understand penetration testing lifecycle", "perform reconnaissance", "conduct security scanning", "exploit vulnerabilities", or "write penetration test reports". It … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/security/ethical-hacking-methodology) |
+| `Network 101` | core | This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB shares", "test network services", or needs guidance on configuring and testing network services … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/utilities/network-101) |
+| `SSH Penetration Testing` | core | This skill should be used when the user asks to "pentest SSH services", "enumerate SSH configurations", "brute force SSH credentials", "exploit SSH vulnerabilities", "perform SSH tunneling", or "audit SSH security". It provides … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/security/ssh-penetration-testing) |
+| `Shodan Reconnaissance and Pentesting` | core | This skill should be used when the user asks to "search for exposed devices on the internet," "perform Shodan reconnaissance," "find vulnerable services using Shodan," "scan IP ranges with Shodan," or "discover IoT devices and open ports." … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/security/shodan-reconnaissance) |
+| `sympy` | core | Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations algebraically, performing calculus operations (derivatives, integrals, limits), … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/sympy) |
+| `Broken Authentication Testing` | adjacent | This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential stuffing tests", "evaluate password policies", "test for session fixation", or … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/security/broken-authentication) |
+| `Red Team Tools and Methodology` | adjacent | This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt for XSS vulnerabilities", "enumerate subdomains", or needs security researcher techniques and … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/security/red-team-tools) |
+| `SQL Injection Testing` | adjacent | This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection", "extract database information through injection", "detect SQL injection flaws", … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/security/sql-injection-testing) |
+| `code-review` | adjacent | Perform code reviews following Sentry engineering practices. Use when reviewing pull requests, examining code changes, or providing feedback on code quality. Covers security, performance, testing, and design review. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/sentry/code-review) |
+| `code-review-excellence` | adjacent | Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/productivity/code-review-excellence) |
+
+## 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 |
+|---|---|---|---|
+| `code-testing-agent` | adjacent | Generates and writes new unit tests for any programming language — scaffolds test projects and configures coverage tooling (coverlet, pytest-cov, @vitest/coverage-v8) as part of test generation. Use when asked to generate tests, generate … | [source](https://github.com/dotnet/skills/tree/79a2ada/plugins/dotnet-test/skills/code-testing-agent) |
+| `exp-mock-usage-analysis` | adjacent | Audits .NET test mock usage by tracing each mock setup through the production code's execution path to find dead, unreachable, redundant, or replaceable mocks. Use when the user asks to audit mock usage, find unused or unnecessary mock … | [source](https://github.com/dotnet/skills/tree/79a2ada/plugins/dotnet-experimental/skills/exp-mock-usage-analysis) |
+
+## Source: evanca/flutter-ai-rules
+
+- Repository: [https://github.com/evanca/flutter-ai-rules](https://github.com/evanca/flutter-ai-rules) (commit `c416bf9`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `flutter-best-practices` | adjacent | Use when writing, reviewing, refactoring, or planning Flutter/Dart code — screens, features, project structure, state management, folders, widgets, cubits/blocs, repositories, services, or tests. | [source](https://github.com/evanca/flutter-ai-rules/tree/c416bf9/skills/flutter-best-practices) |
+
+## Source: EveryInc/compound-engineering-plugin
+
+- Repository: [https://github.com/EveryInc/compound-engineering-plugin](https://github.com/EveryInc/compound-engineering-plugin) (commit `1a7a4c1`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ce-code-review` | adjacent | Structured code review for bugs, regressions, tests, and standards. Use before PRs or when asked for review; interactive mode can fix locally, while mode:agent reports only for pipeline callers. | [source](https://github.com/EveryInc/compound-engineering-plugin/tree/1a7a4c1/skills/ce-code-review) |
+
+## 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 |
+|---|---|---|---|
+| `demo-builder` | adjacent | Builds personalized demo assets for top prospects using the founder's product API/MCP/SDK. Researches prospect, proposes demo concepts, builds working prototype, tests it, and generates comparison report with live demo link. | [source](https://github.com/gooseworks-ai/goose-skills/tree/94ec916/skills/lead-generation/packs/lead-gen-devtools/demo-builder) |
+
+## Source: jabrena/plinth
+
+- Repository: [https://github.com/jabrena/plinth](https://github.com/jabrena/plinth) (commit `065eae8`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `422-frameworks-quarkus-testing-integration-tests` | adjacent | Use when you need to write or improve integration tests for Quarkus — including @QuarkusTest, Dev Services for automatic container provisioning, Testcontainers via QuarkusTestResourceLifecycleManager, WireMock for external HTTP stubs, … | [source](https://github.com/jabrena/plinth/tree/065eae8/skills/422-frameworks-quarkus-testing-integration-tests) |
+| `514-frameworks-micronaut-kafka` | adjacent | Use when you need Kafka messaging in Micronaut — including @KafkaClient and @KafkaListener design, @Serdeable serialization, topic/partition strategy, TestPropertyProvider integration tests, retries and dead-letter processing, and error … | [source](https://github.com/jabrena/plinth/tree/065eae8/skills/514-frameworks-micronaut-kafka) |
+
+## 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 |
+|---|---|---|---|
+| `validate-consistency` | adjacent | Universal document consistency auditor. Runs deterministic drift checks across docs, code, tests, and CI, resolves conflicts through a per-fact-class authority registry (sot-map.yaml), and produces reports that structurally separate … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/productivity/000-jeremy-content-consistency-validator/skills/validate-consistency) |
+| `adobe-ci-integration` | adjacent | Configure CI/CD pipelines for Adobe integrations with GitHub Actions, including OAuth credential injection, PDF Services testing, Firefly API smoke tests, and secret scanning for Adobe credential patterns. Trigger with phrases like "adobe … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/adobe-pack/skills/adobe-ci-integration) |
+| `attio-local-dev-loop` | adjacent | Set up a fast local development loop for Attio integrations with hot reload, mock server, and integration tests. Trigger: "attio dev setup", "attio local development", "attio dev environment", "develop with attio", "attio project setup".  | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/attio-pack/skills/attio-local-dev-loop) |
+| `clickhouse-common-errors` | adjacent | Diagnose and fix the top 15 ClickHouse errors \u2014 query failures,\ \ insert problems,\nmemory limits, and merge issues.\nUse when encountering ClickHouse\ \ exceptions, debugging failed queries,\nor troubleshooting server-side … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/clickhouse-pack/skills/clickhouse-common-errors) |
+| `fuzzing-apis` | adjacent | Configure perform API fuzzing to discover edge cases, crashes, and security vulnerabilities. Use when performing specialized testing. Trigger with phrases like "fuzz the API", "run fuzzing tests", or "discover edge cases".  | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/testing/api-fuzzer/skills/fuzzing-apis) |
+
+## Source: levnikolaevich/claude-code-skills
+
+- Repository: [https://github.com/levnikolaevich/claude-code-skills](https://github.com/levnikolaevich/claude-code-skills) (commit `2922616`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ln-41-test-strategy-planner` | adjacent | Designs a risk-based test strategy and prioritized scenarios without changing code. Use when requirements need a test plan; not for auditing or implementing tests. | [source](https://github.com/levnikolaevich/claude-code-skills/tree/2922616/plugins/testing-suite/skills/ln-41-test-strategy-planner) |
+
+## 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-soap-web-service-security-testing` | core | Perform security testing of SOAP web services by analyzing WSDL definitions and testing for XML injection, XXE, WS-Security bypass, and SOAPAction spoofing. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-soap-web-service-security-testing) |
+| `performing-endpoint-forensics-investigation` | adjacent | Performs digital forensics investigation on compromised endpoints including memory acquisition, disk imaging, artifact analysis, and timeline reconstruction. Use when investigating security incidents, collecting evidence for legal … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-endpoint-forensics-investigation) |
+| `performing-ssrf-vulnerability-exploitation` | adjacent | Test for Server-Side Request Forgery vulnerabilities by probing cloud metadata endpoints, internal network services, and protocol handlers through user-controllable URL parameters. Tests AWS/GCP/Azure metadata APIs (169.254.169.254), … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-ssrf-vulnerability-exploitation) |
+| `exploiting-api-injection-vulnerabilities` | adjacent | Tests APIs for injection vulnerabilities including SQL injection, NoSQL injection, OS command injection, LDAP injection, and Server-Side Request Forgery (SSRF) through API parameters, headers, and request bodies. The tester crafts … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/exploiting-api-injection-vulnerabilities) |
+| `exploiting-insecure-deserialization` | adjacent | Identifying and exploiting insecure deserialization vulnerabilities in Java, PHP, Python, and .NET applications to achieve remote code execution during authorized penetration tests. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/exploiting-insecure-deserialization) |
+| `exploiting-server-side-request-forgery` | adjacent | Identifying and exploiting SSRF vulnerabilities to access internal services, cloud metadata, and restricted network resources during authorized penetration tests. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/exploiting-server-side-request-forgery) |
+| `exploiting-sql-injection-vulnerabilities` | adjacent | Identifies and exploits SQL injection vulnerabilities in web applications during authorized penetration tests using manual techniques and automated tools like sqlmap. The tester detects injection points through error-based, union-based, … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/exploiting-sql-injection-vulnerabilities) |
+
+## Source: NeoLabHQ/context-engineering-kit
+
+- Repository: [https://github.com/NeoLabHQ/context-engineering-kit](https://github.com/NeoLabHQ/context-engineering-kit) (commit `e61511b`, retrieved 2026-07-14)
+- License: GPL
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `design-testing-strategy` | adjacent | Use before writing any type of tests. Distills 14 industry sources into deterministic decision gates, schemas, and worked test examples. | [source](https://github.com/NeoLabHQ/context-engineering-kit/tree/e61511b/plugins/tdd/skills/design-testing-strategy) |
+
+## Source: pcliangx/AppGenesisForge
+
+- Repository: [https://github.com/pcliangx/AppGenesisForge](https://github.com/pcliangx/AppGenesisForge) (commit `81ea032`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `agf-running-apple-sit` | adjacent | Use when apple-dev has finished feature code + Unit tests (Swift Testing) and is about to enter code-review. Provides the Apple SIT scope (xcodebuild test + simulator per declared target), the AC-driven integration walk, APIProtocol-mock … | [source](https://github.com/pcliangx/AppGenesisForge/tree/81ea032/.claude/skills/agf-running-apple-sit) |
+| `agf-running-sit-tests` | adjacent | Use when an execution-layer dev (frontend-dev / backend-dev / ai-agent-dev / ml-engineer / miniapp-dev) has finished feature code + Unit tests and is about to enter code-review. Provides the SIT scope, environment, AC-driven integration … | [source](https://github.com/pcliangx/AppGenesisForge/tree/81ea032/.claude/skills/agf-running-sit-tests) |
+
+## 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: rohitg00/skillkit
+
+- Repository: [https://github.com/rohitg00/skillkit](https://github.com/rohitg00/skillkit) (commit `d2e5c34`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `red-green-refactor` | core | Guides the red-green-refactor TDD workflow: write a failing test first, implement the minimum code to make it pass, then refactor while keeping tests green. Use when a user asks to practice TDD, write tests first, follow … | [source](https://github.com/rohitg00/skillkit/tree/d2e5c34/packages/core/src/methodology/packs/testing/red-green-refactor) |
+
+## Source: rsmdt/the-startup
+
+- Repository: [https://github.com/rsmdt/the-startup](https://github.com/rsmdt/the-startup) (commit `ff6a0be`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `code-quality-review` | adjacent | Unified code review skill for correctness, design, readability, security, performance, testability, accessibility, and error-handling conventions. Use when reviewing changes, enforcing quality standards, or identifying technical debt. | [source](https://github.com/rsmdt/the-startup/tree/ff6a0be/plugins/team/skills/quality/code-quality-review) |
+
+## Source: squirrelscan/squirrelscan
+
+- Repository: [https://github.com/squirrelscan/squirrelscan](https://github.com/squirrelscan/squirrelscan) (commit `683c711`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `audit-website` | adjacent | Audit a website with the squirrelscan CLI and fix the findings in code. Runs SEO, performance, security, technical, content, accessibility, and 15 other rule categories (260+ rules), returns an LLM-optimized report, then drives an … | [source](https://github.com/squirrelscan/squirrelscan/tree/683c711/skills/audit-website) |
+
+## Source: zebbern/claude-code-guide
+
+- Repository: [https://github.com/zebbern/claude-code-guide](https://github.com/zebbern/claude-code-guide) (commit `d2c5280`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ethical-hacking-methodology` | core | This skill should be used when the user asks to "learn ethical hacking", "understand penetration testing lifecycle", "perform reconnaissance", "conduct security scanning", "exploit vulnerabilities", or "write penetration test reports". It … | [source](https://github.com/zebbern/claude-code-guide/tree/d2c5280/skills/ethical-hacking-methodology) |
+| `network-101` | core | This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB shares", "test network services", or needs guidance on configuring and testing network services … | [source](https://github.com/zebbern/claude-code-guide/tree/d2c5280/skills/network-101) |
+| `ssh-penetration-testing` | core | This skill should be used when the user asks to "pentest SSH services", "enumerate SSH configurations", "brute force SSH credentials", "exploit SSH vulnerabilities", "perform SSH tunneling", or "audit SSH security". It provides … | [source](https://github.com/zebbern/claude-code-guide/tree/d2c5280/skills/ssh-penetration-testing) |
+| `broken-authentication` | adjacent | This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential stuffing tests", "evaluate password policies", "test for session fixation", or … | [source](https://github.com/zebbern/claude-code-guide/tree/d2c5280/skills/broken-authentication) |
+
+## Source: LambdaTest/agent-skills
+
+- Repository: [https://github.com/LambdaTest/agent-skills](https://github.com/LambdaTest/agent-skills) (commit `54824d6`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `xunit-skill` | adjacent | Generates xUnit.net tests in C#. Covers Fact/Theory, constructor injection, IClassFixture, and FluentAssertions. Use when user mentions "xUnit", "[Fact]", "[Theory]", "Assert.Equal", "C# xUnit". Triggers on: "xUnit", "[Fact]", "[Theory]", … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/xunit-skill) |
+| `api-to-testcase-generator` | adjacent | Automatically generate comprehensive test cases from API definitions, endpoint descriptions, OpenAPI/Swagger specs, Postman collections, or raw HTTP request/response examples. Use this skill whenever the user mentions generating tests from … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/api-skill/api-to-testcase-generator) |
+| `behat-skill` | adjacent | Generates Behat BDD tests for PHP with Gherkin feature files and MinkContext for browser testing. Use when user mentions "Behat", "PHP BDD", "Mink", "behat.yml". Triggers on: "Behat", "PHP BDD", "Mink", "behat.yml", "FeatureContext PHP". | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/behat-skill) |
+| `behave-skill` | adjacent | Generates Behave BDD tests for Python with Gherkin feature files and step implementations. Use when user mentions "Behave", "Python BDD", "Python Gherkin". Triggers on: "Behave", "Python BDD", "behave test", "Python feature file". | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/behave-skill) |
+| `capybara-skill` | adjacent | Generates Capybara E2E tests in Ruby with RSpec integration. Acceptance testing DSL for web apps. Use when user mentions "Capybara", "visit", "fill_in", "click_button", "Ruby E2E". Triggers on: "Capybara", "Ruby acceptance test", … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/capybara-skill) |
+| `codeception-skill` | adjacent | Generates Codeception tests in PHP covering acceptance, functional, and unit testing. BDD-style with Actor pattern. Use when user mentions "Codeception", "$I->amOnPage", "$I->see", "Cest". Triggers on: "Codeception", "$I->amOnPage", … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/codeception-skill) |
+| `cucumber-skill` | adjacent | Generates Cucumber BDD tests with Gherkin feature files and step definitions in Java, JavaScript, or Ruby. Use when user mentions "Cucumber", "Gherkin", "Feature/Scenario", "Given/When/Then", "BDD". Triggers on: "Cucumber", "Gherkin", … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/cucumber-skill) |
+| `cypress-skill` | adjacent | Generates production-grade Cypress E2E and component tests in JavaScript or TypeScript. Supports local execution and TestMu AI cloud. Use when the user asks to write Cypress tests, set up Cypress, test with cy commands, or mentions … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/cypress-skill) |
+| `detox-skill` | adjacent | Generates Detox E2E tests for React Native apps in JavaScript. Gray-box testing framework with automatic synchronization. Supports local simulators/emulators and TestMu AI cloud. Use when user mentions "Detox", "React Native test", … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/detox-skill) |
+| `espresso-skill` | adjacent | Generates Espresso UI tests for Android apps in Kotlin or Java. Espresso runs inside the app process for fast, reliable UI testing. Supports local and TestMu AI cloud real devices. Use when user mentions "Espresso", "onView", … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/espresso-skill) |
+| `flutter-testing-skill` | adjacent | Generates Flutter widget tests, integration tests, and golden tests in Dart. Supports local execution and TestMu AI cloud for real device testing. Use when user mentions "Flutter", "widget test", "WidgetTester", "testWidgets", … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/flutter-testing-skill) |
+| `geb-skill` | adjacent | Generates Geb browser automation tests in Groovy with Spock integration. jQuery-like content DSL and page object pattern. Use when user mentions "Geb", "Groovy test", "GebSpec", "Browser.drive". Triggers on: "Geb", "GebSpec", "Groovy … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/geb-skill) |
--- a/references/profile.md
+++ b/references/profile.md
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+# Occupation profile — gambling quality assurance engineer
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/491cf76d-eb0d-4f15-90f0-3f5c9b11472a
+- **ESCO code:** 2120.4
+- **ISCO-08 group:** 2120 — Mathematicians, actuaries and statisticians
+
+## Description (ESCO)
+
+Gambling quality assurance engineers design and plan methods to test the gambling, the lottery or betting games. They execute the tests. These games can be both for public or for private audience, and the tests are for both online and land-based gaming.
+
+## Definition
+
+nan
+
+## Alternative labels
+
+- test operator in gambling
+- lottery quality assurance engineer
+- gaming quality assurance engineer
+- betting quality assurance engineer
+- betting quality controller
+- lottery quality controller
+- gambling engineer
+- gambling quality controller
--- a/references/skills.md
+++ b/references/skills.md
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+# Competences — gambling quality assurance engineer
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/491cf76d-eb0d-4f15-90f0-3f5c9b11472a).
+
+## Essential
+
+- **attend gaming tests** (skill/competence)
+- **develop strategy to solve problems** (skill/competence)
+- **follow ethical code of conduct of gambling** (skill/competence)
+- **legal standards in gambling** (knowledge)
+- **mathematics** (knowledge)
+- **perform services in a flexible manner** (skill/competence)
+- **probability theory** (knowledge)
+- **report gaming incidents** (skill/competence)
+- **solve problems in gambling through digital means** (skill/competence)
+
+## Optional
+
+- adapt developed game to the market (skill/competence)
+- apply gaming psychology (skill/competence)
+- create game testing software (skill/competence)
+- games rules (knowledge)
+- hardware components (knowledge)
+- ICT hardware specifications (knowledge)
+- ICT software specifications (knowledge)
+- multimedia systems (knowledge)
+- SAS language (knowledge)
+- software components libraries (knowledge)
+- statistical analysis system software (knowledge)
--- a/references/tasks.md
+++ b/references/tasks.md
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+# Tasks & work activities — gambling quality assurance engineer
+
+Source: O*NET 30.3, occupation 15-2041.00 (Statisticians) — manual nearest-occupation mapping via ISCO group 2120; the official ESCO crosswalk has no entry for this ESCO occupation.
+
+## Task statements
+
+- **[Core]** Report results of statistical analyses in peer-reviewed papers and technical manuals.
+- **[Core]** Develop software applications or programming for statistical modeling and graphic analysis.
+- **[Core]** Present statistical and nonstatistical results, using charts, bullets, and graphs, in meetings or conferences to audiences such as clients, peers, and students.
+- **[Core]** Determine whether statistical methods are appropriate, based on user needs or research questions of interest.
+- **[Supplemental]** Prepare and structure data warehouses for storing data.
+- **[Core]** Report results of statistical analyses, including information in the form of graphs, charts, and tables.
+- **[Core]** Process large amounts of data for statistical modeling and graphic analysis, using computers.
+- **[Core]** Identify relationships and trends in data, as well as any factors that could affect the results of research.
+- **[Core]** Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
+- **[Core]** Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.
+- **[Core]** Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.
+- **[Core]** Evaluate sources of information to determine any limitations, in terms of reliability or usability.
+- **[Core]** Plan data collection methods for specific projects, and determine the types and sizes of sample groups to be used.
+- **[Core]** Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.
+- **[Core]** Supervise and provide instructions for workers collecting and tabulating data.
+- **[Core]** Apply sampling techniques, or use complete enumeration bases to determine and define groups to be surveyed.
+- **[Core]** Adapt statistical methods to solve specific problems in many fields, such as economics, biology, and engineering.
+- **[Core]** Develop and test experimental designs, sampling techniques, and analytical methods.
+- **[Core]** Examine theories, such as those of probability and inference, to discover mathematical bases for new or improved methods of obtaining and evaluating numerical data.
+
+## Detailed work activities
+
+- Analyze data to identify trends or relationships among variables.
+- Apply mathematical principles or statistical approaches to solve problems in scientific or applied fields.
+- Design research studies to obtain scientific information.
+- Design software applications.
+- Determine appropriate methods for data analysis.
+- Evaluate data quality.
+- Evaluate project designs to determine adequacy or feasibility.
+- Evaluate technical data to determine effect on designs or plans.
+- Implement security measures for computer or information systems.
+- Install computer software.
+- Prepare analytical reports.
+- Prepare data for analysis.
+- Prepare graphics or other visual representations of information.
+- Present research results to others.
+- Supervise information technology personnel.
+- Update knowledge about emerging industry or technology trends.
+- Write computer programming code.
--- a/references/tools.md
+++ b/references/tools.md
@@ -0,0 +1,76 @@
+# Tools & technology — gambling quality assurance engineer
+
+Source: O*NET 30.3, occupation 15-2041.00 (Statisticians) — manual nearest-occupation mapping via ISCO group 2120; the official ESCO crosswalk has no entry for this ESCO occupation.
+
+| Software | Category | Hot technology |
+|---|---|---|
+| Amazon Redshift | Data base user interface and query software | yes |
+| Amazon Web Services AWS software | Data base user interface and query software | yes |
+| Apache Hadoop | Data base management system software | yes |
+| Apache Spark | Business intelligence and data analysis software | yes |
+| C++ | Object or component oriented development software | yes |
+| Extensible markup language XML | Enterprise application integration software | yes |
+| IBM DB2 | Data base user interface and query software | yes |
+| IBM SPSS Statistics | Analytical or scientific software | yes |
+| Linux | Operating system software | yes |
+| Microsoft Access | Data base user interface and query software | yes |
+| Microsoft Excel | Spreadsheet software | yes |
+| Microsoft Office software | Office suite software | yes |
+| Microsoft PowerPoint | Presentation software | yes |
+| Microsoft SQL Server | Data base user interface and query software | yes |
+| Microsoft Visual Basic | Development environment software | yes |
+| Microsoft Visual Basic for Applications VBA | Development environment software | yes |
+| Microsoft Word | Word processing software | yes |
+| Python | Object or component oriented development software | yes |
+| R | Object or component oriented development software | yes |
+| SAP software | Enterprise resource planning ERP software | yes |
+| SAS | Analytical or scientific software | yes |
+| Structured query language SQL | Data base user interface and query software | yes |
+| Tableau | Business intelligence and data analysis software | yes |
+| Teradata Database | Data base management system software | yes |
+| The MathWorks MATLAB | Analytical or scientific software | yes |
+| UNIX | Operating system software | yes |
+| Angoss KnowledgeSEEKER | Data mining software |  |
+| Apache Pig | Data base management system software |  |
+| Aptech Systems GAUSS | Analytical or scientific software |  |
+| Automatic Forecasting Systems Autobox | Analytical or scientific software |  |
+| Camfit Data Limited Microfit | Analytical or scientific software |  |
+| Common business oriented language COBOL | Development environment software |  |
+| Cytel StatXact | Analytical or scientific software |  |
+| DataDescription DataDesk | Analytical or scientific software |  |
+| Econometric Software LIMDEP | Analytical or scientific software |  |
+| Formula translation/translator FORTRAN | Development environment software |  |
+| GraphPad Software GraphPad Prism | Analytical or scientific software |  |
+| IBM SPSS Amos | Analytical or scientific software |  |
+| IBM SPSS AnswerTree | Analytical or scientific software |  |
+| Insightful S-PLUS | Analytical or scientific software |  |
+| Microsoft Visual FoxPro | Object oriented data base management software |  |
+| Minitab | Analytical or scientific software |  |
+| Muthen & Muthen Mplus | Analytical or scientific software |  |
+| NCR Teradata Warehouse Miner | Data mining software |  |
+| NCSS Power Analysis and Sample Size PASS | Analytical or scientific software |  |
+| Qlik Tech QlikView | Business intelligence and data analysis software |  |
+| Quantitative Micro Software EViews | Analytical or scientific software |  |
+| RAT-STATS | Analytical or scientific software |  |
+| SAP PowerBuilder | Object or component oriented development software |  |
+| SAS Enterprise Miner | Data mining software |  |
+| SAS JMP | Analytical or scientific software |  |
+| SAS/CONNECT | Enterprise application integration software |  |
+| Scientific Software International SSI Hierarchical Linear and Non-Linear Modeling HLM | Analytical or scientific software |  |
+| Scientific Software International SSI LISREL | Analytical or scientific software |  |
+| StataCorp Stata | Analytical or scientific software |  |
+| Stat-Ease Design-Ease | Analytical or scientific software |  |
+| Stat-Ease Design-Expert | Analytical or scientific software |  |
+| STATISTICA | Analytical or scientific software |  |
+| Statistical software | Analytical or scientific software |  |
+| Statistical Solutions BMDP | Analytical or scientific software |  |
+| StatPoint STATGRAPHICS Centurion | Analytical or scientific software |  |
+| Sun Microsystems Java | Object or component oriented development software |  |
+| SuperANOVA | Analytical or scientific software |  |
+| Systat Software SigmaPlot | Analytical or scientific software |  |
+| Systat Software SigmaStat | Analytical or scientific software |  |
+| UNISTAT Statistical Package | Analytical or scientific software |  |
+| Visual Numerics TS-WAVE | Analytical or scientific software |  |
+| Wolfram Research Mathematica | Analytical or scientific software |  |
+| XGobi | Analytical or scientific software |  |
+| XLISP-STAT | Analytical or scientific software |  |