From e10e0fb4ba2d82de2479f3184492ca694eb47514 Mon Sep 17 00:00:00 2001 From: skillfactor-pipeline Date: Fri, 14 Aug 2026 17:32:33 +0200 Subject: [PATCH] feat: ict-quality-assurance-manager skill package v0.1.0 --- PROVENANCE.md | 31 ++++++ SKILL.md | 61 ++++++++++++ manifest.json | 154 +++++++++++++++++++++++++++++ references/ai-skills.md | 210 ++++++++++++++++++++++++++++++++++++++++ references/market.md | 85 ++++++++++++++++ references/profile.md | 23 +++++ references/skills.md | 81 ++++++++++++++++ references/tasks.md | 63 ++++++++++++ references/tools.md | 69 +++++++++++++ 9 files changed, 777 insertions(+) create mode 100644 PROVENANCE.md create mode 100644 SKILL.md create mode 100644 manifest.json create mode 100644 references/ai-skills.md create mode 100644 references/market.md create mode 100644 references/profile.md create mode 100644 references/skills.md create mode 100644 references/tasks.md create mode 100644 references/tools.md diff --git a/PROVENANCE.md b/PROVENANCE.md new file mode 100644 index 0000000..717378e --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — ict-quality-assurance-manager + +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 — ict-quality-assurance-manager + "ESCO (occupation & competences)" : 40 + "O*NET (tasks & tools)" : 106 + "Job boards (market evidence)" : 54 + "Anthropic official Claude skills" : 9 + "External AI skill packs (mapped)" : 113 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 40 | 12.4 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 106 | 32.9 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 54 | 16.8 % | references/market.md (full report) + "Market evidence" headline sections | +| Wikipedia & AI expert curation | 0 | 0.0 % | glossary, literature, usecases, intake, quality, evals/ | +| Anthropic official Claude skills | 9 | 2.8 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) | +| External AI skill packs (mapped) | 113 | 35.1 % | references/ai-skills.md (per-source attribution inside) | +| Stack Exchange practitioner Q&A (CC-BY-SA) | 0 | 0.0 % | references/practitioner-qa.md (per-entry attribution inside) | + +Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) · +job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content +paraphrased with source URLs — never copied · external AI skills are +linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md). diff --git a/SKILL.md b/SKILL.md new file mode 100644 index 0000000..3c09606 --- /dev/null +++ b/SKILL.md @@ -0,0 +1,61 @@ +--- +name: ict-quality-assurance-manager +description: "Occupational skill for the role 'ICT quality assurance manager' (also: IT quality assurance manager, ICT quality manager, ICT principal testing manager, ICT quality assurance managers, ICT test manager, principal test manager). Use when the user asks for typical ICT quality assurance manager work such as: Stop production if serious product defects are present.; Review and approve quality plans submitted by contractors.; Review statistical studies, technological advances, or regulatory standards and trends to stay abreast of issues in the field of quality control." +--- + +# Ict Quality Assurance Manager + +ICT quality assurance managers establish and operate an ICT quality approach through quality management systems, in compliance with internal and external standards and the organisation's culture. They ensure that the management controls are correctly implemented to safeguard asset, data integrity and operations. They focus on the achievement of quality goals, including the maintenance of the external certification according to quality standards and monitor statistics to forecast quality outcomes. + +## Core workflow + +1. Stop production if serious product defects are present. +2. Review and approve quality plans submitted by contractors. +3. Review statistical studies, technological advances, or regulatory standards and trends to stay abreast of issues in the field of quality control. +4. Generate and maintain quality control operating budgets. +5. Evaluate new testing and sampling methodologies or technologies to determine usefulness. +6. Coordinate the selection and implementation of quality control equipment, such as inspection gauges. +7. Collect and analyze production samples to evaluate quality. +8. Verify that raw materials, purchased parts or components, in-process samples, and finished products meet established testing and inspection standards. + +## 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 to detail in preparation for audits +- attend to ICT systems quality +- comply with legal regulations +- execute software tests +- ICT process quality models +- ICT quality policy +- implement strategic planning +- internal risk management policy +- levels of software testing +- oversee quality control +- perform quality audits +- provide software testing documentation +- quality assurance methodologies +- quality standards +- set quality assurance objectives + +## Hot technologies + +- Atlassian JIRA +- Microsoft Access +- Microsoft SQL Server +- Structured query language SQL +- Adobe Acrobat +- Microsoft Outlook +- Extensible markup language XML +- SAP software +- Oracle Java +- Microsoft Office software + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/a28dff76-74df-46ee-929f-d1fffbb63cd7), O*NET 30.3 (11-3051.01). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..cdb1204 --- /dev/null +++ b/manifest.json @@ -0,0 +1,154 @@ +{ + "name": "ict-quality-assurance-manager", + "title": "ICT quality assurance manager", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/a28dff76-74df-46ee-929f-d1fffbb63cd7", + "esco_code": "2519.5", + "isco_group": "2519", + "onet_soc": "11-3051.01", + "crosswalk_match": "closeMatch" + }, + "sources": [ + { + "name": "ESCO", + "version": "1.2.1", + "url": "https://esco.ec.europa.eu/" + }, + { + "name": "O*NET", + "version": "30.3", + "url": "https://www.onetcenter.org/", + "license": "CC BY 4.0" + } + ], + "attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download", + "counts": { + "tasks": 27, + "dwas": 27, + "skills_essential": 16, + "skills_optional": 23, + "software": 51 + }, + "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": 6 + }, + "obra/superpowers": { + "repo": "https://github.com/obra/superpowers", + "commit": "d884ae0", + "license": "MIT (c) Jesse Vincent", + "skills": 12 + }, + "wshobson/agents": { + "repo": "https://github.com/wshobson/agents", + "commit": "6fd3247", + "license": "MIT (c) Seth Hobson", + "skills": 12 + }, + "NVIDIA/skills": { + "repo": "https://github.com/NVIDIA/skills", + "commit": "153b14b", + "license": "CC-BY-4.0 (skills/docs), Apache-2.0 (code)", + "skills": 12 + }, + "veniceai/skills": { + "repo": "https://github.com/veniceai/skills", + "commit": "de089fa", + "license": "MIT", + "skills": 5 + }, + "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 + }, + "czlonkowski/n8n-skills": { + "repo": "https://github.com/czlonkowski/n8n-skills", + "commit": "9ea3aa5", + "license": "MIT", + "skills": 12 + }, + "alirezarezvani/claude-skills": { + "repo": "https://github.com/alirezarezvani/claude-skills", + "commit": "0241f43", + "license": "MIT", + "skills": 1 + }, + "a5c-ai/babysitter": { + "repo": "https://github.com/a5c-ai/babysitter", + "commit": "44a5d58b", + "license": "MIT", + "skills": 1 + }, + "giuseppe-trisciuoglio/developer-kit": { + "repo": "https://github.com/giuseppe-trisciuoglio/developer-kit", + "commit": "306f428", + "license": "MIT", + "skills": 1 + }, + "jezweb/claude-skills": { + "repo": "https://github.com/jezweb/claude-skills", + "commit": "e875a6b", + "license": "MIT", + "skills": 1 + }, + "rsmdt/the-startup": { + "repo": "https://github.com/rsmdt/the-startup", + "commit": "ff6a0be", + "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": 1 + } + }, + "total_skills": 80, + "tiers": { + "core": 23, + "adjacent": 57 + } + }, + "provenance": { + "items": { + "esco": 40, + "onet": 106, + "jobads": 54, + "wiki_ai": 0, + "anthropic": 9, + "ai_skills": 113, + "stackx": 0 + }, + "share_percent": { + "esco": 12.4, + "onet": 32.9, + "jobads": 16.8, + "wiki_ai": 0.0, + "anthropic": 2.8, + "ai_skills": 35.1, + "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..d75f9bd --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,210 @@ +# External AI agent skills — ict-quality-assurance-manager + +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 | +|---|---|---|---| +| `mcp-builder` | adjacent | Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python … | [source](https://github.com/anthropics/skills/tree/main/skills/mcp-builder) | +| `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) | +| `claude-api` | adjacent | Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration. TRIGGER — read BEFORE opening the target file; don't skip because it "looks like a … | [source](https://github.com/anthropics/skills/tree/main/skills/claude-api) | +| `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) | +| `skill-creator` | adjacent | Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with … | [source](https://github.com/anthropics/skills/tree/main/skills/skill-creator) | +| `pdf` | adjacent | Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating … | [source](https://github.com/anthropics/skills/tree/main/skills/pdf) | + +## Source: obra/superpowers + +- Repository: [https://github.com/obra/superpowers](https://github.com/obra/superpowers) (commit `d884ae0`, retrieved 2026-07-14) +- License: MIT (c) Jesse Vincent + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `executing-plans` | adjacent | Use when you have a written implementation plan to execute in a separate session with review checkpoints | [source](https://github.com/obra/superpowers/tree/main/skills/executing-plans) | +| `finishing-a-development-branch` | adjacent | Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup | [source](https://github.com/obra/superpowers/tree/main/skills/finishing-a-development-branch) | +| `subagent-driven-development` | adjacent | Use when executing implementation plans with independent tasks in the current session | [source](https://github.com/obra/superpowers/tree/main/skills/subagent-driven-development) | +| `test-driven-development` | adjacent | Use when implementing any feature or bugfix, before writing implementation code | [source](https://github.com/obra/superpowers/tree/main/skills/test-driven-development) | +| `brainstorming` | adjacent | You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation. | [source](https://github.com/obra/superpowers/tree/main/skills/brainstorming) | +| `receiving-code-review` | adjacent | Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation | [source](https://github.com/obra/superpowers/tree/main/skills/receiving-code-review) | +| `using-git-worktrees` | adjacent | Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback | [source](https://github.com/obra/superpowers/tree/main/skills/using-git-worktrees) | +| `verification-before-completion` | adjacent | Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always | [source](https://github.com/obra/superpowers/tree/main/skills/verification-before-completion) | +| `dispatching-parallel-agents` | adjacent | Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies | [source](https://github.com/obra/superpowers/tree/main/skills/dispatching-parallel-agents) | +| `requesting-code-review` | adjacent | Use when completing tasks, implementing major features, or before merging to verify work meets requirements | [source](https://github.com/obra/superpowers/tree/main/skills/requesting-code-review) | +| `systematic-debugging` | adjacent | Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes | [source](https://github.com/obra/superpowers/tree/main/skills/systematic-debugging) | +| `writing-plans` | adjacent | Use when you have a spec or requirements for a multi-step task, before touching code | [source](https://github.com/obra/superpowers/tree/main/skills/writing-plans) | + +## 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 | +|---|---|---|---| +| `auth-implementation-patterns` | core | Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing APIs, or debugging security issues. | [source](https://github.com/wshobson/agents/tree/main/plugins/developer-essentials/skills/auth-implementation-patterns) | +| `shellcheck-configuration` | core | Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability. | [source](https://github.com/wshobson/agents/tree/main/plugins/shell-scripting/skills/shellcheck-configuration) | +| `dependency-management-legacy-modernizer (agent)` | core | Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward compatibility. Use PROACTIVELY for legacy system updates, framework migrations, or … | [source](https://github.com/wshobson/agents/tree/main/plugins/dependency-management/agents/legacy-modernizer.md) | +| `uv-package-manager` | core | Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv. | [source](https://github.com/wshobson/agents/tree/main/plugins/python-development/skills/uv-package-manager) | +| `comprehensive-review-architect-review (agent)` | core | Master software architect specializing in modern architecture patterns, clean architecture, microservices, event-driven systems, and DDD. Reviews system designs and code changes for architectural integrity, scalability, and … | [source](https://github.com/wshobson/agents/tree/main/plugins/comprehensive-review/agents/architect-review.md) | +| `bats-testing-patterns` | core | Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities. | [source](https://github.com/wshobson/agents/tree/main/plugins/shell-scripting/skills/bats-testing-patterns) | +| `code-documentation-code-reviewer (agent)` | core | Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanning, and configuration review with … | [source](https://github.com/wshobson/agents/tree/main/plugins/code-documentation/agents/code-reviewer.md) | +| `debugging-strategies` | core | Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior. | [source](https://github.com/wshobson/agents/tree/main/plugins/developer-essentials/skills/debugging-strategies) | +| `code-refactoring-code-reviewer (agent)` | core | Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanning, and configuration review with … | [source](https://github.com/wshobson/agents/tree/main/plugins/code-refactoring/agents/code-reviewer.md) | +| `codebase-cleanup-code-reviewer (agent)` | core | Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanning, and configuration review with … | [source](https://github.com/wshobson/agents/tree/main/plugins/codebase-cleanup/agents/code-reviewer.md) | +| `comprehensive-review-code-reviewer (agent)` | core | Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanning, and configuration review with … | [source](https://github.com/wshobson/agents/tree/main/plugins/comprehensive-review/agents/code-reviewer.md) | +| `git-pr-workflows-code-reviewer (agent)` | core | Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanning, and configuration review with … | [source](https://github.com/wshobson/agents/tree/main/plugins/git-pr-workflows/agents/code-reviewer.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-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) | +| `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) | + +## 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 | +|---|---|---|---| +| `iso-implementation-guide` | core | ISO 9001:2015 Quality Management System implementation skill with gap assessment and documentation templates | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/operations/skills/iso-implementation-guide) | + +## 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-documentation-manager` | core | Document control system management for medical device QMS. Covers document numbering, version control, change management, and 21 CFR Part 11 compliance. Use when working on document control procedures, change control workflows, document … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/ra-qm-team/skills/quality-documentation-manager) | + +## Source: giuseppe-trisciuoglio/developer-kit + +- Repository: [https://github.com/giuseppe-trisciuoglio/developer-kit](https://github.com/giuseppe-trisciuoglio/developer-kit) (commit `306f428`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `memory-md-management` | core | Provides comprehensive memory file management capabilities including auditing, quality assessment, and targeted improvements for files such as CLAUDE.md. Use when user asks to check, audit, update, improve, fix, maintain, or validate … | [source](https://github.com/giuseppe-trisciuoglio/developer-kit/tree/306f428/plugins/developer-kit-core/skills/memory-md-management) | + +## Source: 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 | +|---|---|---|---| +| `volt-recon` | core | Firmware reconnaissance for takeover — inventory the MCU, peripherals, RTOS, protocols, OTA, power management, and assess code quality with risk flags. Use when asked to "understand this firmware", "device inventory", or "embedded … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/volt-recon) | + +## Source: jezweb/claude-skills + +- Repository: [https://github.com/jezweb/claude-skills](https://github.com/jezweb/claude-skills) (commit `e875a6b`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `project-health` | core | All-in-one project configuration and health management. Sets up new projects (settings.local.json, CLAUDE.md, .gitignore), audits existing projects (permissions, context quality, MCP coverage, leaked secrets, stale docs), tidies … | [source](https://github.com/jezweb/claude-skills/tree/e875a6b/plugins/dev-tools/skills/project-health) | + +## 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 | +|---|---|---|---| +| `testing` | core | Writing effective tests and running them successfully. Covers layer-specific mocking rules, test design principles, debugging failures, and flaky test management. Use when writing tests, reviewing test quality, or debugging test failures. | [source](https://github.com/rsmdt/the-startup/tree/ff6a0be/plugins/team/skills/development/testing) | + +## 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 | +|---|---|---|---| +| `mstest-skill` | adjacent | Generates MSTest tests in C#. Microsoft's built-in testing framework for .NET. Use when user mentions "MSTest", "[TestMethod]", "[TestClass]", "Assert.AreEqual". Triggers on: "MSTest", "[TestMethod]", "[TestClass]", "Microsoft test … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/mstest-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) | +| `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) | +| `jest-skill` | adjacent | Generates Jest unit and integration tests in JavaScript or TypeScript. Covers mocking, snapshots, async testing, and React component testing. Use when user mentions "Jest", "describe/it/expect", "jest.mock", "toMatchSnapshot". Triggers on: … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/jest-skill) | +| `newman-cicd-integration` | adjacent | Generate ready-to-use CI/CD pipeline configurations that install and run Newman for automated API testing. Use this skill whenever the user wants to run Newman in a CI pipeline, integrate Postman collections into automated builds, set up … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/api-skill/newman/newman-cicd-helper) | +| `reqnroll-skill` | adjacent | Generates production-grade Reqnroll BDD automation scripts for web (Selenium 3/4) and mobile (Appium 2) testing in C#. Supports parallel NUnit execution locally and on TestMu AI cloud. Use when the user asks to write BDD tests, automate … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/reqnroll-skill) | +| `testunit-skill` | adjacent | Generates Test::Unit tests in Ruby. Classic xUnit-style testing with assert methods and test case classes. Use when user mentions "Test::Unit", "assert_equal Ruby", "Ruby test-unit". Triggers on: "Test::Unit", "Ruby test-unit", … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/testunit-skill) | +| `unittest-skill` | adjacent | Generates Python unittest tests. Built-in testing framework with TestCase, setUp/tearDown, and assertion methods. Use when user mentions "unittest", "TestCase", "self.assertEqual", "Python unittest". Triggers on: "unittest", "TestCase", … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/unittest-skill) | +| `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) | +| `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) | +| `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) | + +## Source: czlonkowski/n8n-skills + +- Repository: [https://github.com/czlonkowski/n8n-skills](https://github.com/czlonkowski/n8n-skills) (commit `9ea3aa5`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `n8n-mcp-tools-expert` | core | Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, managing credentials, auditing instance security, or using any n8n-mcp tool. Provides … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-mcp-tools-expert) | +| `n8n-node-configuration` | adjacent | Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common configuration patterns by node type. … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-node-configuration) | +| `using-n8n-mcp-skills` | adjacent | Use when building, editing, validating, testing, or debugging an n8n workflow through the n8n-mcp MCP server — designing a flow, configuring a node, writing an expression or Code node, wiring credentials, or fixing one that misbehaves. The … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/using-n8n-mcp-skills) | +| `n8n-code-javascript` | adjacent | Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with this.helpers / the $helpers global, working with dates using DateTime, troubleshooting Code node … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-code-javascript) | +| `n8n-self-hosting` | adjacent | Deploy a production self-hosted n8n end-to-end to a fresh Linux VM over SSH, using Docker Compose behind a Caddy reverse proxy with automatic HTTPS. Use whenever the user wants to self-host, install, set up, provision, or deploy n8n on … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-self-hosting) | +| `n8n-subworkflows` | adjacent | Build reusable, composable n8n sub-workflows. Use when extracting shared logic, building anything multi-step or reused across workflows, or any workflow over ~10 nodes — and whenever the user mentions sub-workflows, Execute Workflow, … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-subworkflows) | +| `n8n-workflow-patterns` | adjacent | Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-workflow-patterns) | +| `n8n-agents` | adjacent | Design n8n AI agents the right way. Use when building or editing any @n8n/n8n-nodes-langchain.* AI node — an AI Agent, LLM chain, Text Classifier, or Information Extractor — and whenever the user mentions AI agents, LLM with tools, tool … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-agents) | +| `n8n-binary-and-data` | adjacent | Handle files and binary data in n8n correctly. Use when working with files, images, PDFs, attachments, uploads or downloads, base64, vision/multimodal input, or when an AI agent needs a file as tool input or output — and whenever the user … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-binary-and-data) | +| `n8n-code-python` | adjacent | Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes. Use this skill when the user specifically … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-code-python) | +| `n8n-code-tool` | adjacent | Write JavaScript or Python for the n8n Custom Code Tool (@n8n/n8n-nodes-langchain.toolCode) — the AI-agent-callable tool, NOT the workflow Code node. Use when building a Code Tool attached to an AI Agent, writing code that an LLM will … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-code-tool) | +| `n8n-error-handling` | adjacent | Wire n8n error handling so failures are loud, structured, and recoverable. Use when building any webhook/API workflow, a scheduled or unattended workflow, or any path where a silent failure would drop user-visible work — and whenever the … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-error-handling) | + +## Source: NVIDIA/skills + +- Repository: [https://github.com/NVIDIA/skills](https://github.com/NVIDIA/skills) (commit `153b14b`, retrieved 2026-07-14) +- License: CC-BY-4.0 (skills/docs), Apache-2.0 (code) + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `hsb-app` | core | Discover and run Holoscan Sensor Bridge example applications on a connected devkit. Filters available apps by the user's platform, HSB software version, board type, and sensors. Supports timed execution, failure analysis, code-edit … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/hsb-app) | +| `deepstream-dev` | core | NVIDIA DeepStream SDK 9.0 development with Python pyservicemaker API. Use when building video analytics pipelines, GStreamer-based video processing, TensorRT inference integration, object detection/tracking, or Kafka/message broker … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/deepstream-dev) | +| `dali-dynamic-mode` | core | DALI imperative dynamic mode (`nvidia.dali.experimental.dynamic`, ndd): use when working on ndd code or migrating pipelines; skip pipeline-only tasks. | [source](https://github.com/NVIDIA/skills/tree/153b14b/plugins/nvidia-skills/skills/dali-dynamic-mode) | +| `tilegym-cutile-python` | adjacent | Expert cuTile programming assistant. Write high-performance GPU kernels using cuTile's tile-based programming model with proper validation and optimization. Supports deep agent orchestration for complex multi-kernel tasks. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/tilegym-cutile-python) | +| `cuopt-numerical-optimization-api` | adjacent | LP, MILP, and QP (beta) with cuOpt — Python, C, and CLI. Use when the user is solving LP, MILP, or QP with any cuOpt interface. | [source](https://github.com/NVIDIA/skills/tree/153b14b/plugins/nvidia-skills/skills/cuopt-numerical-optimization-api) | +| `cuopt-numerical-optimization-formulation` | adjacent | LP, MILP, QP — concepts, problem-text parsing, and formulation patterns (parameters, constraints, decisions, objective). Concepts only; no API. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/cuopt-numerical-optimization-formulation) | +| `earth2studio-install` | adjacent | Guide installing Earth2Studio via uv or pip, selecting model extras, and configuring the environment. Do NOT use for writing inference code, choosing models, or PhysicsNeMo questions. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/earth2studio-install) | +| `nemo-mbridge-recipe-recommender` | adjacent | Recommend and customize Megatron Bridge recipes for a user's model, GPU count, and training goal. Indexes library recipes (pretrain/SFT/PEFT) and performance recipes. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/nemo-mbridge-recipe-recommender) | +| `nemo-rl-docs` | adjacent | Documentation conventions for NeMo-RL. Covers docs/index.md updates and docstring format. Do NOT use for: bug fixes, test fixes, dependency bumps, refactoring, CI/CD changes, performance tuning, or any task that does not involve writing or … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/nemo-rl-docs) | +| `tao-run-automl` | adjacent | Run AutoML / hyperparameter optimization (HPO) for NVIDIA TAO networks using AutoMLRunner. Handles algorithm selection (bayesian, hyperband, asha, bohb, llm, hybrid, autoresearch), WandB experiment tracking, job execution on any TAO SDK … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/tao-run-automl) | +| `tilegym-monkey-patch-kernels-to-transformers` | adjacent | Integrate TileGym kernels into Hugging Face `transformers` models by replacing the library's submodule(s) and certain class(es)' implementations, and patching certain class(es)' init/forward/load weight methods prior to instantiating … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/tilegym-monkey-patch-kernels-to-transformers) | +| `amc-setup-calibration-stack` | adjacent | Launch AutoMagicCalib microservice and web UI from NGC release images via Docker Compose. Use when user says 'deploy auto calibration', 'launch auto calibration', 'launch AMC', 'start MS+UI', or 'set up auto-magic-calib'. Requires NGC API … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/amc-setup-calibration-stack) | + +## Source: veniceai/skills + +- Repository: [https://github.com/veniceai/skills](https://github.com/veniceai/skills) (commit `de089fa`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `venice-api-overview` | core | High-level map of the Venice.ai API - base URL, authentication modes, endpoint categories, response headers, pricing model, error shape, and versioning. Load this first when starting any Venice integration. | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-api-overview) | +| `venice-api-keys` | adjacent | Manage Venice API keys. Covers GET/POST/PATCH/DELETE /api_keys, GET /api_keys/{id}, GET /api_keys/rate_limits, GET /api_keys/rate_limits/log, the two-step /api_keys/generate_web3_key wallet flow, INFERENCE vs ADMIN key types, and per-key … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-api-keys) | +| `venice-auth` | adjacent | Authenticate to the Venice API with a Bearer API key or with an x402 / SIWE wallet. Covers header formats, the SIWE message fields, TTL and nonce rules, the venice-x402-client SDK, and how to choose between the two modes. | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-auth) | +| `venice-errors` | adjacent | Handle Venice API errors correctly. Covers the StandardError / DetailedError / ContentViolationError / X402InferencePaymentRequired body shapes, every meaningful status code (400, 401, 402, 403, 415, 422, 429, 500, 503, 504), the 402 … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-errors) | +| `venice-responses` | adjacent | Use Venice's Alpha POST /responses endpoint - an OpenAI-compatible Responses API with typed output blocks (reasoning, message, function_call, web_search_call). Covers request shape, streaming, differences from /chat/completions, supported … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-responses) | diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..bfdeecd --- /dev/null +++ b/references/market.md @@ -0,0 +1,85 @@ +# Market evidence report — ict-quality-assurance-manager + +Source: **16 real job ads** (JSearch API, countries: us 16), 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 | 12 | 75 % | +| senior | 3 | 19 % | +| lead | 1 | 6 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | SAP | 3 | 19 % | + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | data analysis | 5 | 31 % | +| 2 | corrective action implementation | 4 | 25 % | +| 3 | quality assurance | 4 | 25 % | +| 4 | quality management | 4 | 25 % | +| 5 | root cause analysis | 4 | 25 % | +| 6 | audit execution | 3 | 19 % | +| 7 | internal auditing | 3 | 19 % | +| 8 | process improvement | 3 | 19 % | +| 9 | process optimization | 3 | 19 % | +| 10 | regulatory compliance | 3 | 19 % | +| 11 | supplier quality management | 3 | 19 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | continuous improvement | 3 | 19 % | +| 2 | lean manufacturing | 3 | 19 % | +| 3 | six sigma | 3 | 19 % | + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | team leadership | 4 | 25 % | +| 2 | quality strategy development | 3 | 19 % | + +## Regional breakdown + +> **Corpus note:** 16 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative. + +### US (us) + +**Insufficient evidence** — 16 ads (minimum for a regional ranking: 30). No ranking is reported for this region. + +### UK (gb) + +**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region. + +### EU/DACH (de, at, ch, nl) + +**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region. + + +## Job title variants in the market + +| Title | Ads | +|---|---| +| Quality Assurance Manager | 5 | +| QA Manager | 2 | +| Corporate Quality Assurance Manager | 1 | +| Manager Quality Assurance | 1 | +| Manager, Quality Assurance | 1 | +| QA/QC Manager | 1 | +| Quality Assurance - QA - Testing Consulting Manager | 1 | +| Quality Assurance Senior Manager | 1 | +| Sr Manager Quality Assurance | 1 | +| Sr Manager Quality Assurance - Sandston, VA | 1 | +| Sr. Quality Assurance Manager (Contingent) | 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..bdb45cf --- /dev/null +++ b/references/profile.md @@ -0,0 +1,23 @@ +# Occupation profile — ICT quality assurance manager + +- **ESCO URI:** http://data.europa.eu/esco/occupation/a28dff76-74df-46ee-929f-d1fffbb63cd7 +- **ESCO code:** 2519.5 +- **ISCO-08 group:** 2519 — Software and applications developers and analysts not elsewhere classified +- **O*NET-SOC:** 11-3051.01 — Quality Control Systems Managers (match: closeMatch) + +## Description (ESCO) + +ICT quality assurance managers establish and operate an ICT quality approach through quality management systems, in compliance with internal and external standards and the organisation's culture. They ensure that the management controls are correctly implemented to safeguard asset, data integrity and operations. They focus on the achievement of quality goals, including the maintenance of the external certification according to quality standards and monitor statistics to forecast quality outcomes. + +## Definition + +nan + +## Alternative labels + +- IT quality assurance manager +- ICT quality manager +- ICT principal testing manager +- ICT quality assurance managers +- ICT test manager +- principal test manager diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..8a96f85 --- /dev/null +++ b/references/skills.md @@ -0,0 +1,81 @@ +# Competences — ICT quality assurance manager + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/a28dff76-74df-46ee-929f-d1fffbb63cd7). + +## Essential + +- **attend to detail in preparation for audits** (skill/competence) +- **attend to ICT systems quality** (skill/competence) +- **comply with legal regulations** (skill/competence) +- **execute software tests** (skill/competence) +- **ICT process quality models** (knowledge) +- **ICT quality policy** (knowledge) +- **implement strategic planning** (skill/competence) +- **internal risk management policy** (knowledge) +- **levels of software testing** (knowledge) +- **oversee quality control** (skill/competence) +- **perform quality audits** (skill/competence) +- **provide software testing documentation** (skill/competence) +- **quality assurance methodologies** (knowledge) +- **quality standards** (knowledge) +- **set quality assurance objectives** (skill/competence) +- **software anomalies** (knowledge) + +## Optional + +- Agile project management (knowledge) +- application usability (knowledge) +- apply information security policies (skill/competence) +- coordinate technological activities (skill/competence) +- data quality assessment (knowledge) +- database quality standards (knowledge) +- define data quality criteria (skill/competence) +- define technology strategy (skill/competence) +- develop automated software tests (skill/competence) +- develop information standards (skill/competence) +- ICT project management methodologies (knowledge) +- ICT security legislation (knowledge) +- identify customer requirements (skill/competence) +- identify ICT system weaknesses (skill/competence) +- implement ICT security policies (skill/competence) +- lean project management (knowledge) +- manage data (skill/competence) +- Process-based management (knowledge) +- provide technical training (skill/competence) +- systems development life-cycle (knowledge) +- track key performance indicators (skill/competence) +- usability engineering (knowledge) +- use different communication channels (skill/competence) + + + +## Market evidence (job-ad analysis, 16 ads, as of 2026-07-12) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- data analysis — **31 %** +- quality assurance — **25 %** +- quality management — **25 %** +- corrective action implementation — **25 %** +- root cause analysis — **25 %** +- regulatory compliance — **19 %** +- supplier quality management — **19 %** +- process improvement — **19 %** +- process optimization — **19 %** +- internal auditing — **19 %** +- audit execution — **19 %** + +### Methods + +- continuous improvement — **19 %** +- lean manufacturing — **19 %** +- six sigma — **19 %** + +### Responsibilities + +- team leadership — **25 %** +- quality strategy development — **19 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..34fd6bf --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,63 @@ +# Tasks & work activities — ICT quality assurance manager + +Source: O*NET 30.3, occupation 11-3051.01 (Quality Control Systems Managers). + +## Task statements + +- **[Core]** Stop production if serious product defects are present. +- **[Core]** Review and approve quality plans submitted by contractors. +- **[Core]** Review statistical studies, technological advances, or regulatory standards and trends to stay abreast of issues in the field of quality control. +- **[Core]** Generate and maintain quality control operating budgets. +- **[Core]** Evaluate new testing and sampling methodologies or technologies to determine usefulness. +- **[Core]** Coordinate the selection and implementation of quality control equipment, such as inspection gauges. +- **[Core]** Collect and analyze production samples to evaluate quality. +- **[Core]** Verify that raw materials, purchased parts or components, in-process samples, and finished products meet established testing and inspection standards. +- **[Core]** Review quality documentation necessary for regulatory submissions and inspections. +- **[Core]** Review and update standard operating procedures or quality assurance manuals. +- **[Core]** Produce reports regarding nonconformance of products or processes, daily production quality, root cause analyses, or quality trends. +- **[Core]** Participate in the development of product specifications. +- **[Core]** Monitor development of new products to help identify possible problems for mass production. +- **[Core]** Instruct vendors or contractors on quality guidelines, testing procedures, or ways to eliminate deficiencies. +- **[Core]** Identify quality problems or areas for improvement and recommend solutions. +- **[Core]** Instruct staff in quality control and analytical procedures. +- **[Core]** Identify critical points in the manufacturing process and specify sampling procedures to be used at these points. +- **[Core]** Document testing procedures, methodologies, or criteria. +- **[Core]** Direct the tracking of defects, test results, or other regularly reported quality control data. +- **[Core]** Create and implement inspection and testing criteria or procedures. +- **[Core]** Confer with marketing and sales departments to define client requirements and expectations. +- **[Core]** Communicate quality control information to all relevant organizational departments, outside vendors, or contractors. +- **[Core]** Analyze quality control test results and provide feedback and interpretation to production management or staff. +- **[Core]** Oversee workers including supervisors, inspectors, or laboratory workers engaged in testing activities. +- **[Core]** Monitor performance of quality control systems to ensure effectiveness and efficiency. +- **[Core]** Direct product testing activities throughout production cycles. +- **[Supplemental]** Audit and inspect subcontractor facilities including external laboratories. + +## Detailed work activities + +- Advise customers on technical or procedural issues. +- Analyze data to assess operational or project effectiveness. +- Analyze data to inform operational decisions or activities. +- Communicate organizational information to customers or other stakeholders. +- Communicate organizational policies and procedures. +- Conduct employee training programs. +- Confer with organizational members to accomplish work activities. +- Develop operating strategies, plans, or procedures. +- Develop organizational methods or procedures. +- Develop specifications for new products or processes. +- Direct operational or production activities. +- Direct organizational operations, projects, or services. +- Document organizational or operational procedures. +- Evaluate new technologies or methods. +- Evaluate quality of materials or products. +- Implement organizational process or policy changes. +- Inspect condition or functioning of facilities or equipment. +- Maintain knowledge of current developments in area of expertise. +- Manage control system activities in organizations. +- Monitor facilities or operational systems. +- Monitor organizational procedures to ensure proper functioning. +- Prepare operational budgets. +- Prepare operational progress or status reports. +- Recommend organizational process or policy changes. +- Review details of technical drawings or specifications. +- Review documents or materials for compliance with policies or regulations. +- Supervise employees. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..64a32b9 --- /dev/null +++ b/references/tools.md @@ -0,0 +1,69 @@ +# Tools & technology — ICT quality assurance manager + +Source: O*NET 30.3 'Software Skills' for 11-3051.01. + +| Software | Category | Hot technology | +|---|---|---| +| Atlassian JIRA | Content workflow software | yes | +| Microsoft Access | Data base user interface and query software | yes | +| Microsoft SQL Server | Data base user interface and query software | yes | +| Structured query language SQL | Data base user interface and query software | yes | +| Adobe Acrobat | Document management software | yes | +| Microsoft Outlook | Electronic mail software | yes | +| Extensible markup language XML | Enterprise application integration software | yes | +| SAP software | Enterprise resource planning ERP software | yes | +| Oracle Java | Object or component oriented development software | yes | +| Microsoft Office software | Office suite software | yes | +| Linux | Operating system software | yes | +| Microsoft PowerPoint | Presentation software | yes | +| Microsoft Visio | Process mapping and design software | yes | +| Selenium | Program testing software | yes | +| Microsoft Project | Project management software | yes | +| Microsoft Excel | Spreadsheet software | yes | +| Microsoft Word | Word processing software | yes | +| Abbott Informatics STARLIMS:LIMS | Analytical or scientific software | | +| Computing Solutions LabSoft LIMS | Analytical or scientific software | | +| Core Informatics Laboratory Information Management System LIMS | Analytical or scientific software | | +| Illumina Laboratory Information Management System LIMS | Analytical or scientific software | | +| Lablite Laboratory Information Management Systems LIMS | Analytical or scientific software | | +| Labvantage Solutions LIMS | Analytical or scientific software | | +| Minitab | Analytical or scientific software | | +| Pearson Education PHStat2 | Analytical or scientific software | | +| PQ Systems SQCpack | Analytical or scientific software | | +| Promium Element DataSystem LIMS | Analytical or scientific software | | +| Quality Systems International WinLIMS | Analytical or scientific software | | +| Statgraphics | Analytical or scientific software | | +| Systat Software LISA.lims | Analytical or scientific software | | +| Thermo Fisher Scientific Laboratory Information Management Systems LIMS | Analytical or scientific software | | +| EtQ Reliance | Compliance software | | +| Sparta Systems TrackWise | Compliance software | | +| Database software | Data base user interface and query software | | +| Harrington Group caWeb | Data base user interface and query software | | +| Eko | Desktop communications software | | +| ASI DATAMYTE GageMetrics | Industrial control software | | +| ASI DATAMYTE QDA | Industrial control software | | +| ASIDATAMYTE DataMetrics | Industrial control software | | +| CAMA Software Quality Collaboration By Design QCBD | Industrial control software | | +| CEBOS MQ1 software | Industrial control software | | +| Harrington Group HQMS | Industrial control software | | +| Infinity QS ProFicient | Industrial control software | | +| Laboratory Automated Quality Control Systems LAQC | Industrial control software | | +| PQ Systems CHARTrunner Lean | Industrial control software | | +| PQ Systems GAGEpack | Industrial control software | | +| PQ Systems MEASUREspy | Industrial control software | | +| Vivaldi Software Vivaldi Quality Management | Industrial control software | | +| Web browser software | Internet browser software | | +| Hewlett Packard LoadRunner | Program testing software | | +| MasterControl software | Risk management data and analysis software | | + + + +## Market evidence (job-ad analysis, 16 ads, as of 2026-07-12) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Tools + +- SAP — **19 %** + +