feat: ict-network-engineer skill package v0.1.0

2026-08-14 17:33:13 +02:00
commit 950f2ea595
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--- a/PROVENANCE.md
+++ b/PROVENANCE.md
@@ -0,0 +1,31 @@
+# Data provenance — ict-network-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':'#ff355e','pie4':'#d97757','pie5':'#8e24aa','pieOuterStrokeWidth':'0px','pieSectionTextColor':'#fff'}}}%%
+pie showData
+    title Content sources — ict-network-engineer
+    "ESCO (occupation & competences)" : 99
+    "O*NET (tasks & tools)" : 191
+    "Job boards (market evidence)" : 44
+    "Anthropic official Claude skills" : 9
+    "External AI skill packs (mapped)" : 107
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 99 | 22.0 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 191 | 42.4 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 44 | 9.8 % | 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 | 2.0 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
+| External AI skill packs (mapped) | 107 | 23.8 % | 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 +1,61 @@
+---
+name: ict-network-engineer
+description: "Occupational skill for the role 'ICT network engineer' (also: networks designer, networks developer, network configurator, network developer, network engineers, networks engineer). Use when the user asks for typical ICT network engineer work such as: Analyze network data to determine network usage, disk space availability, or server function.; Configure and define parameters for installation or testing of local area network (LAN), wide area network (WAN), hubs, routers, switches, controllers, multiplexers, or related networking equipment.; Configure security settings or access permissions for groups or individuals."
+---
+
+# Ict Network Engineer
+
+ICT network engineers implement, maintain and support computer networks. They also perform network modelling, analysis, and planning. They may also design network and computer security measures. They may research and recommend network and data communications hardware and software.
+
+## Core workflow
+
+1. Analyze network data to determine network usage, disk space availability, or server function.
+2. Configure and define parameters for installation or testing of local area network (LAN), wide area network (WAN), hubs, routers, switches, controllers, multiplexers, or related networking equipment.
+3. Configure security settings or access permissions for groups or individuals.
+4. Configure wide area network (WAN) or local area network (LAN) routers or related equipment.
+5. Document network support activities.
+6. Evaluate local area network (LAN) or wide area network (WAN) performance data to ensure sufficient availability or speed, to identify network problems, or for disaster recovery purposes.
+7. Identify the causes of networking problems, using diagnostic testing software and equipment.
+8. Install and configure wireless networking equipment.
+
+## 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)
+
+- analyse network configuration and performance
+- analyse software specifications
+- apply information security policies
+- cloud technologies
+- collect customer feedback on applications
+- computer programming
+- debug software
+- define technology strategy
+- design computer network
+- develop automated migration methods
+- forecast future ICT network needs
+- ICT debugging tools
+- ICT network routing
+- ICT performance analysis methods
+- implement a virtual private network
+
+## Hot technologies
+
+- Splunk Enterprise
+- MySQL
+- Teradata Database
+- Microsoft Access
+- Microsoft SQL Server
+- ServiceNow
+- Structured query language SQL
+- Microsoft Azure software
+- Microsoft PowerShell
+- Microsoft Visual Basic
+
+---
+*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/cf2b03cd-feb7-4f47-90f6-ff1ed6016d3d), O*NET 30.3 (15-1231.00). See manifest.json for licensing/attribution.*
--- a/manifest.json
+++ b/manifest.json
@@ -0,0 +1,142 @@
+{
+  "name": "ict-network-engineer",
+  "title": "ICT network engineer",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/cf2b03cd-feb7-4f47-90f6-ff1ed6016d3d",
+    "esco_code": "2523.3",
+    "isco_group": "2523",
+    "onet_soc": "15-1231.00",
+    "crosswalk_match": "closeMatch"
+  },
+  "sources": [
+    {
+      "name": "ESCO",
+      "version": "1.2.1",
+      "url": "https://esco.ec.europa.eu/"
+    },
+    {
+      "name": "O*NET",
+      "version": "30.3",
+      "url": "https://www.onetcenter.org/",
+      "license": "CC BY 4.0"
+    }
+  ],
+  "attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download",
+  "counts": {
+    "tasks": 26,
+    "dwas": 22,
+    "skills_essential": 23,
+    "skills_optional": 75,
+    "software": 142
+  },
+  "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
+      },
+      "czlonkowski/n8n-skills": {
+        "repo": "https://github.com/czlonkowski/n8n-skills",
+        "commit": "9ea3aa5",
+        "license": "MIT",
+        "skills": 12
+      },
+      "mukul975/Anthropic-Cybersecurity-Skills": {
+        "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
+        "commit": "673da1f",
+        "license": "Apache-2.0",
+        "skills": 10
+      },
+      "affaan-m/everything-claude-code": {
+        "repo": "https://github.com/affaan-m/everything-claude-code",
+        "commit": "ed38744",
+        "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": 6
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "license": "MIT",
+        "skills": 2
+      },
+      "samber/cc-skills-golang": {
+        "repo": "https://github.com/samber/cc-skills-golang",
+        "commit": "4881c01",
+        "license": "MIT",
+        "skills": 1
+      },
+      "testdino-hq/playwright-skill": {
+        "repo": "https://github.com/testdino-hq/playwright-skill",
+        "commit": "d3be9ca",
+        "license": "MIT",
+        "skills": 1
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 39,
+      "adjacent": 41
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 99,
+      "onet": 191,
+      "jobads": 44,
+      "wiki_ai": 0,
+      "anthropic": 9,
+      "ai_skills": 107,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 22.0,
+      "onet": 42.4,
+      "jobads": 9.8,
+      "wiki_ai": 0.0,
+      "anthropic": 2.0,
+      "ai_skills": 23.8,
+      "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 +1,194 @@
+# External AI agent skills — ict-network-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 |
+|---|---|---|---|
+| `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) |
+| `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) |
+| `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) |
+| `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 |
+|---|---|---|---|
+| `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) |
+| `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) |
+| `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) |
+| `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) |
+| `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) |
+| `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) |
+| `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) |
+| `writing-skills` | adjacent | Use when creating new skills, editing existing skills, or verifying skills work before deployment | [source](https://github.com/obra/superpowers/tree/main/skills/writing-skills) |
+| `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) |
+| `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) |
+| `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) |
+
+## 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 |
+|---|---|---|---|
+| `k8s-security-policies` | core | Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards. | [source](https://github.com/wshobson/agents/tree/main/plugins/kubernetes-operations/skills/k8s-security-policies) |
+| `deployment-validation-cloud-architect (agent)` | core | Expert cloud architect specializing in AWS/Azure/GCP/OCI multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns. Masters serverless, microservices, security, … | [source](https://github.com/wshobson/agents/tree/main/plugins/deployment-validation/agents/cloud-architect.md) |
+| `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) |
+| `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) |
+| `deployment-strategies-terraform-specialist (agent)` | core | Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns. Handles complex module design, multi-cloud deployments, GitOps workflows, policy as code, and CI/CD … | [source](https://github.com/wshobson/agents/tree/main/plugins/deployment-strategies/agents/terraform-specialist.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) |
+| `tdd-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/tdd-workflows/agents/code-reviewer.md) |
+| `multi-cloud-architecture` | core | Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from … | [source](https://github.com/wshobson/agents/tree/main/plugins/cloud-infrastructure/skills/multi-cloud-architecture) |
+| `application-performance-observability-engineer (agent)` | core | Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows. Use PROACTIVELY for monitoring infrastructure, performance … | [source](https://github.com/wshobson/agents/tree/main/plugins/application-performance/agents/observability-engineer.md) |
+| `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) |
+
+## 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 |
+|---|---|---|---|
+| `mcp-csp-investigation` | core | Comprehensive Content Security Policy audit for MCP Apps in sandboxed iframes. Discovers all network origins, traces them to source, and generates CSP configuration for registerAppResource. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/ai-agents-conversational/skills/mcp-csp-investigation) |
+| `pinch-analyzer` | core | Heat integration analysis skill using pinch technology for energy targeting and heat exchanger network design | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/chemical-engineering/skills/pinch-analyzer) |
+
+## Source: affaan-m/everything-claude-code
+
+- Repository: [https://github.com/affaan-m/everything-claude-code](https://github.com/affaan-m/everything-claude-code) (commit `ed38744`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `network-config-validation` | core | Pre-deployment checks for router and switch configuration, including dangerous commands, duplicate addresses, subnet overlaps, stale references, management-plane risk, and IOS-style security hygiene. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/network-config-validation) |
+
+## 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 |
+|---|---|---|---|
+| `flyio-security-basics` | core | Apply Fly.io security best practices for secrets management, private networking, TLS certificates, and deploy token scoping. Trigger: "fly.io security", "fly secrets", "fly.io TLS", "fly.io private network".  | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flyio-pack/skills/flyio-security-basics) |
+| `speak-debug-bundle` | core | Collect diagnostic information for Speak API issues: auth verification, audio format validation, session inspection, and network testing. Use when implementing debug bundle features, or troubleshooting Speak language learning integration … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/speak-pack/skills/speak-debug-bundle) |
+| `clickhouse-security-basics` | core | Secure ClickHouse with user management, network restrictions, TLS, and audit logging. Use when hardening a ClickHouse deployment, creating restricted users, or configuring network-level access controls. Trigger: "clickhouse security", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/clickhouse-pack/skills/clickhouse-security-basics) |
+| `collecting-infrastructure-metrics` | core | Collect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and databases. Use when monitoring system performance or troubleshooting infrastructure issues. Trigger with phrases … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/performance/infrastructure-metrics-collector/skills/collecting-infrastructure-metrics) |
+| `coreweave-security-basics` | core | Secure CoreWeave deployments with RBAC, network policies, and secrets management. Use when hardening GPU workloads, managing model access, or configuring namespace isolation. Trigger with phrases like "coreweave security", "coreweave … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/coreweave-pack/skills/coreweave-security-basics) |
+| `forge-network` | core | Design and build networking infrastructure — VPCs, subnets, DNS, load balancers, firewall rules. Use when asked to "set up networking", "VPC design", "configure DNS", "load balancer setup", "network architecture", or "firewall rules". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/forge-network) |
+
+## 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 |
+|---|---|---|---|
+| `deploying-palo-alto-prisma-access-zero-trust` | core | Deploying Palo Alto Networks Prisma Access for SASE-based zero trust network access using GlobalProtect agents, ZTNA Connectors, security policy enforcement, and integration with Strata Cloud Manager for unified security management.  | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/deploying-palo-alto-prisma-access-zero-trust) |
+| `implementing-network-segmentation-for-ot` | core | This skill covers implementing network segmentation in Operational Technology environments using VLANs, industrial firewalls, data diodes, and software-defined networking. It addresses the Purdue Model-based segmentation strategy, … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/implementing-network-segmentation-for-ot) |
+| `implementing-next-generation-firewall-with-palo-alto` | core | Configure and deploy Palo Alto Networks next-generation firewalls with App-ID, User-ID, zone-based policies, SSL decryption, and threat prevention profiles for enterprise network security. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/implementing-next-generation-firewall-with-palo-alto) |
+| `securing-kubernetes-on-cloud` | core | This skill covers hardening managed Kubernetes clusters on EKS, AKS, and GKE by implementing Pod Security Standards, network policies, workload identity, RBAC scoping, image admission controls, and runtime security monitoring. It addresses … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/securing-kubernetes-on-cloud) |
+| `scanning-infrastructure-with-nessus` | core | Tenable Nessus is the industry-leading vulnerability scanner used to identify security weaknesses across network infrastructure including servers, workstations, network devices, and operating systems. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/scanning-infrastructure-with-nessus) |
+| `deploying-software-defined-perimeter` | core | Deploy a Software-Defined Perimeter using the CSA v2.0 specification with Single Packet Authorization, mutual TLS, and SDP controller/gateway configuration to enforce zero trust network access. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/deploying-software-defined-perimeter) |
+| `implementing-zero-trust-network-access` | core | Implementing Zero Trust Network Access (ZTNA) in cloud environments by configuring identity-aware proxies, micro-segmentation, continuous verification with conditional access policies, and replacing traditional VPN-based access with … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/implementing-zero-trust-network-access) |
+| `performing-kubernetes-etcd-security-assessment` | core | Assess the security posture of Kubernetes etcd clusters by evaluating encryption at rest, TLS configuration, access controls, backup encryption, and network isolation. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-kubernetes-etcd-security-assessment) |
+| `performing-kubernetes-penetration-testing` | core | Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against the API server, kubelet, etcd, pods, RBAC, network policies, and secrets. Using tools | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-kubernetes-penetration-testing) |
+| `configuring-suricata-for-network-monitoring` | core | Deploys and configures Suricata IDS/IPS with Emerging Threats rulesets, EVE JSON logging, and custom rules for real-time network traffic inspection, threat detection, and integration with SIEM platforms for centralized security monitoring.  | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/configuring-suricata-for-network-monitoring) |
+
+## Source: samber/cc-skills-golang
+
+- Repository: [https://github.com/samber/cc-skills-golang](https://github.com/samber/cc-skills-golang) (commit `4881c01`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `golang-security` | core | Security best practices and vulnerability prevention for Golang. Covers injection (SQL, command, XSS), cryptography, filesystem safety, network security, cookies, secrets management, memory safety, and logging. Apply when writing, … | [source](https://github.com/samber/cc-skills-golang/tree/4881c01/skills/golang-security) |
+
+## Source: testdino-hq/playwright-skill
+
+- Repository: [https://github.com/testdino-hq/playwright-skill](https://github.com/testdino-hq/playwright-skill) (commit `d3be9ca`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `playwright-core` | core | Battle-tested Playwright patterns for writing and debugging reliable E2E, API, component, visual, accessibility, and security tests. Use when you need locator strategy, assertions, fixtures, network mocking, auth flows, trace debugging, or … | [source](https://github.com/testdino-hq/playwright-skill/tree/d3be9ca/core) |
+
+## 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-code-javascript` | core | 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-expression-syntax` | core | Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting expression errors, mapping data between nodes, or referencing webhook data in … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-expression-syntax) |
+| `n8n-self-hosting` | core | 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-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-mcp-tools-expert` | adjacent | 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) |
+| `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) |
+| `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-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 |
+|---|---|---|---|
+| `cuopt-routing-api-python` | core | Vehicle routing (VRP, TSP, PDP) with cuOpt — Python API only. Use when the user is building or solving routing in Python. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/cuopt-routing-api-python) |
+| `dynamo-router-starter` | core | Start or patch Dynamo router modes and run router endpoint smoke checks. Use for round-robin, KV-aware, least-loaded, or device-aware routing setup; use recipe-runner for recipe deployment and troubleshoot for failure diagnosis. | [source](https://github.com/NVIDIA/skills/tree/153b14b/plugins/nvidia-skills/skills/dynamo-router-starter) |
+| `physical-ai-infrastructure-setup-and-resilient-scaling` | core | Use when the user wants to set up, scale, validate, or harden NVIDIA physical AI infrastructure for synthetic data generation workflows across local MicroK8s or Azure AKS, including Kubernetes clusters, inference endpoint deployment, OSMO … | [source](https://github.com/NVIDIA/skills/tree/153b14b/plugins/nvidia-skills/skills/physical-ai-infrastructure-setup-and-resilient-scaling) |
+| `hsb-app` | adjacent | 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) |
+| `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) |
+| `cupynumeric-migration-readiness` | adjacent | Pre-migration readiness assessor for porting NumPy to cuPyNumeric. Use BEFORE substantial porting work begins when the user asks whether code will scale on GPU, whether they should migrate to cuPyNumeric, which NumPy patterns transfer … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/cupynumeric-migration-readiness) |
+| `mcore-linting-and-formatting` | adjacent | Linting and formatting for Megatron-LM. Covers running autoformat.sh, tools (ruff, black, isort, pylint, mypy), and code style rules. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/mcore-linting-and-formatting) |
+| `nemo-mbridge-perf-moe-optimization-workflow` | adjacent | Systematic workflow for MoE training optimization in Megatron Bridge, based on the Megatron-Core MoE paper. Covers the Three Walls framework, parallel folding, recompute strategy, dispatcher choice, and CUDA-graph bring-up. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/nemo-mbridge-perf-moe-optimization-workflow) |
+| `tilegym-cutile-autotuning` | adjacent | Use when adding, modifying, optimizing, or debugging CuTile autotuning code. Trigger signals: `exhaustive_search` / `replace_hints` / `hints_fn` / `cuda.tile.tune` in code, `autotune` in filenames, or correctness/performance issues in … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/tilegym-cutile-autotuning) |
+| `deepstream-dev` | adjacent | 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) |
+| `cuopt-developer` | adjacent | Modify, build, test, debug, and contribute to NVIDIA cuOpt (C++/CUDA, Python, server, CI). Use for solver internals, PRs, DCO, and code conventions. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/cuopt-developer) |
+| `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) |
+
+## 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` | adjacent | 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-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-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-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) |
--- a/references/market.md
+++ b/references/market.md
@@ -0,0 +1,86 @@
+# Market evidence report — ict-network-engineer
+
+Source: **20 real job ads** (JSearch API, countries: us 18, gb 2), 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 | 13 | 65 % |
+| senior | 4 | 20 % |
+| lead | 2 | 10 % |
+| n/a | 1 | 5 % |
+
+## Tools — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | Cisco | 4 | 20 % |
+| 2 | Ansible | 3 | 15 % |
+| 3 | Terraform | 3 | 15 % |
+
+## Hard skills — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | network design | 9 | 45 % |
+| 2 | troubleshooting | 5 | 25 % |
+| 3 | network architecture | 4 | 20 % |
+| 4 | network maintenance | 4 | 20 % |
+| 5 | network troubleshooting | 4 | 20 % |
+| 6 | network segmentation | 3 | 15 % |
+
+## Methods — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Responsibilities — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Regional breakdown
+
+> **Corpus note:** 20 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** — 18 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
+
+### UK (gb)
+
+**Insufficient evidence** — 2 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 |
+|---|---|
+| Network Designer (Experienced, Senior or Lead) | 2 |
+| E T Consultant (Wide Area Network Engineer) | 1 |
+| Field Network Engineer | 1 |
+| Field Network Engineer, NOC Engineer, Healthcare Technology Specialist | 1 |
+| ICT Network Engineer | 1 |
+| Information and Communications Technology Network Engineer | 1 |
+| L2/L3 NETWORK ENGINEERS (INDIA) | 1 |
+| Lead Network & ICT Technician - On-Site Escalation | 1 |
+| Lead, Network Connectivity & Strategy | 1 |
+| Network Design Engineer - Networking Specialist 🏆 | 1 |
+| Network Development Engineer, Media Systems Engineering | 1 |
+| Network Engineer III - Cisco Routing & Switching | 1 |
+| Network Engineer, Foundation and Support (Edge/Backbone Infrastructure Design) | 1 |
+| Network Solution Design Specialist | 1 |
+| Remote Regional ICT Network Design Engineer | 1 |
+| Senior IT Systems/Network Engineer | 1 |
+| Senior IT Systems/Network Engineer Fort Belvoir, VA | 1 |
+| Senior Network Design Analyst | 1 |
+| Senior Network Engineer | 1 |
+
+Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.
--- a/references/profile.md
+++ b/references/profile.md
@@ -0,0 +1,23 @@
+# Occupation profile — ICT network engineer
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/cf2b03cd-feb7-4f47-90f6-ff1ed6016d3d
+- **ESCO code:** 2523.3
+- **ISCO-08 group:** 2523 — Computer network professionals
+- **O*NET-SOC:** 15-1231.00 — Computer Network Support Specialists (match: closeMatch)
+
+## Description (ESCO)
+
+ICT network engineers implement, maintain and support computer networks. They also perform network modelling, analysis, and planning. They may also design network and computer security measures. They may research and recommend network and data communications hardware and software.
+
+## Definition
+
+nan
+
+## Alternative labels
+
+- networks designer
+- networks developer
+- network configurator
+- network developer
+- network engineers
+- networks engineer
--- a/references/skills.md
+++ b/references/skills.md
@@ -0,0 +1,123 @@
+# Competences — ICT network engineer
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/cf2b03cd-feb7-4f47-90f6-ff1ed6016d3d).
+
+## Essential
+
+- **analyse network configuration and performance** (skill/competence)
+- **analyse software specifications** (skill/competence)
+- **apply information security policies** (skill/competence)
+- **cloud technologies** (knowledge)
+- **collect customer feedback on applications** (skill/competence)
+- **computer programming** (knowledge)
+- **debug software** (skill/competence)
+- **define technology strategy** (skill/competence)
+- **design computer network** (skill/competence)
+- **develop automated migration methods** (skill/competence)
+- **forecast future ICT network needs** (skill/competence)
+- **ICT debugging tools** (knowledge)
+- **ICT network routing** (knowledge)
+- **ICT performance analysis methods** (knowledge)
+- **implement a virtual private network** (skill/competence)
+- **implement ICT network diagnostic tools** (skill/competence)
+- **information security strategy** (knowledge)
+- **migrate existing data** (skill/competence)
+- **mobile operating systems** (knowledge)
+- **network engineering** (knowledge)
+- **network standards** (knowledge)
+- **use an application-specific interface** (skill/competence)
+- **use software design patterns** (skill/competence)
+
+## Optional
+
+- ABAP (knowledge)
+- adapt to changes in technological development plans (skill/competence)
+- AJAX (knowledge)
+- Android (mobile operating systems) (knowledge)
+- Ansible (knowledge)
+- Apache Maven (knowledge)
+- APL (knowledge)
+- ASP.NET (knowledge)
+- Assembly (computer programming) (knowledge)
+- automate cloud tasks (skill/competence)
+- BlackBerry (knowledge)
+- C# (knowledge)
+- C++ (knowledge)
+- COBOL (knowledge)
+- CoffeeScript (knowledge)
+- Common Lisp (knowledge)
+- create flowchart diagram (skill/competence)
+- create solutions to problems (skill/competence)
+- design cloud networks (skill/competence)
+- design for organisational complexity (skill/competence)
+- develop creative ideas (skill/competence)
+- develop software prototype (skill/competence)
+- develop with cloud services (skill/competence)
+- Eclipse (integrated development environment software) (knowledge)
+- Erlang (knowledge)
+- Groovy (knowledge)
+- Haskell (knowledge)
+- ICT problem management techniques (knowledge)
+- implement a firewall (skill/competence)
+- implement anti-virus software (skill/competence)
+- implement ICT security policies (skill/competence)
+- implement spam protection (skill/competence)
+- install electronic communication equipment (skill/competence)
+- integrated development environment software (knowledge)
+- Internet of Things (knowledge)
+- iOS (knowledge)
+- Java (computer programming) (knowledge)
+- JavaScript (knowledge)
+- Jenkins (tools for software configuration management) (knowledge)
+- KDevelop (knowledge)
+- Lisp (knowledge)
+- MATLAB (knowledge)
+- Microsoft Visual C++ (knowledge)
+- ML (computer programming) (knowledge)
+- network management system tools (knowledge)
+- Objective-C (knowledge)
+- OpenEdge Advanced Business Language (knowledge)
+- Pascal (computer programming) (knowledge)
+- PHP (knowledge)
+- Prolog (computer programming) (knowledge)
+- Puppet (tools for software configuration management) (knowledge)
+- Python (computer programming) (knowledge)
+- R (knowledge)
+- remove computer virus or malware from a computer (skill/competence)
+- Ruby (computer programming) (knowledge)
+- Salt (tools for software configuration management) (knowledge)
+- SAP R3 (knowledge)
+- SAS language (knowledge)
+- Scala (knowledge)
+- Scratch (computer programming) (knowledge)
+- Smalltalk (computer programming) (knowledge)
+- STAF (knowledge)
+- Swift (computer programming) (knowledge)
+- tools for software configuration management (knowledge)
+- TypeScript (knowledge)
+- use automatic programming (skill/competence)
+- use back-up and recovery tools (skill/competence)
+- use concurrent programming (skill/competence)
+- use functional programming (skill/competence)
+- use logic programming (skill/competence)
+- use object-oriented programming (skill/competence)
+- Vagrant (knowledge)
+- VBScript (knowledge)
+- Visual Basic (knowledge)
+- Xcode (knowledge)
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 20 ads, as of 2026-07-12)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Hard skills
+
+- network design — **45 %**
+- troubleshooting — **25 %**
+- network maintenance — **20 %**
+- network troubleshooting — **20 %**
+- network architecture — **20 %**
+
+<!-- market-evidence -->
--- a/references/tasks.md
+++ b/references/tasks.md
@@ -0,0 +1,57 @@
+# Tasks & work activities — ICT network engineer
+
+Source: O*NET 30.3, occupation 15-1231.00 (Computer Network Support Specialists).
+
+## Task statements
+
+- **[Core]** Analyze network data to determine network usage, disk space availability, or server function.
+- **[Core]** Configure and define parameters for installation or testing of local area network (LAN), wide area network (WAN), hubs, routers, switches, controllers, multiplexers, or related networking equipment.
+- **[Core]** Configure security settings or access permissions for groups or individuals.
+- **[Core]** Configure wide area network (WAN) or local area network (LAN) routers or related equipment.
+- **[Core]** Document network support activities.
+- **[Core]** Evaluate local area network (LAN) or wide area network (WAN) performance data to ensure sufficient availability or speed, to identify network problems, or for disaster recovery purposes.
+- **[Core]** Identify the causes of networking problems, using diagnostic testing software and equipment.
+- **[Core]** Install and configure wireless networking equipment.
+- **[Core]** Install network software, including security or firewall software.
+- **[Core]** Install new hardware or software systems or components, ensuring integration with existing network systems.
+- **[Core]** Install or repair network cables, including fiber optic cables.
+- **[Core]** Perform routine maintenance or standard repairs to networking components or equipment.
+- **[Core]** Test computer software or hardware, using standard diagnostic testing equipment and procedures.
+- **[Core]** Troubleshoot network or connectivity problems for users or user groups.
+- **[Core]** Analyze and report computer network security breaches or attempted breaches.
+- **[Core]** Back up network data.
+- **[Core]** Create or revise user instructions, procedures, or manuals.
+- **[Core]** Create or update technical documentation for network installations or changes to existing installations.
+- **[Core]** Document help desk requests and resolutions.
+- **[Core]** Maintain logs of network activity.
+- **[Core]** Monitor industry Web sites or publications for information about patches, releases, viruses, or potential problem identification.
+- **[Core]** Provide telephone support related to networking or connectivity issues.
+- **[Core]** Research hardware or software products to meet technical networking or security needs.
+- **[Core]** Run monthly network reports.
+- **[Core]** Test repaired items to ensure proper operation.
+- **[Core]** Train users in procedures related to network applications software or related systems.
+
+## Detailed work activities
+
+- Analyze data to identify or resolve operational problems.
+- Analyze security of systems, network, or data.
+- Conduct research to gain information about products or processes.
+- Configure computer networks.
+- Create electronic data backup to prevent loss of information.
+- Develop specifications for computer network operation.
+- Document network-related activities or tasks.
+- Document operational activities.
+- Implement security measures for computer or information systems.
+- Install computer hardware.
+- Install computer software.
+- Maintain computer hardware.
+- Monitor the performance of computer networks.
+- Prepare instruction manuals.
+- Provide technical support for computer network issues.
+- Resolve computer network problems.
+- Test computer hardware performance.
+- Test computer system operations to ensure proper functioning.
+- Test software performance.
+- Train others in computer interface or software use.
+- Troubleshoot issues with computer applications or systems.
+- Update knowledge about emerging industry or technology trends.
--- a/references/tools.md
+++ b/references/tools.md
@@ -0,0 +1,160 @@
+# Tools & technology — ICT network engineer
+
+Source: O*NET 30.3 'Software Skills' for 15-1231.00.
+
+| Software | Category | Hot technology |
+|---|---|---|
+| Splunk Enterprise | Cloud-based management software | yes |
+| MySQL | Data base management system software | yes |
+| Teradata Database | Data base management system software | yes |
+| Microsoft Access | Data base user interface and query software | yes |
+| Microsoft SQL Server | Data base user interface and query software | yes |
+| ServiceNow | Data base user interface and query software | yes |
+| Structured query language SQL | Data base user interface and query software | yes |
+| Microsoft Azure software | Development environment software | yes |
+| Microsoft PowerShell | Development environment software | yes |
+| Microsoft Visual Basic | Development environment software | yes |
+| Ruby | Development environment software | yes |
+| Adobe Acrobat | Document management software | yes |
+| Microsoft SharePoint | Document management software | yes |
+| Microsoft Outlook | Electronic mail software | yes |
+| Microsoft Active Directory | Internet directory services software | yes |
+| Oracle Java | Object or component oriented development software | yes |
+| Perl | Object or component oriented development software | yes |
+| Python | Object or component oriented development software | yes |
+| Microsoft Office software | Office suite software | yes |
+| Apple macOS | Operating system software | yes |
+| Bash | Operating system software | yes |
+| Linux | Operating system software | yes |
+| Microsoft Windows | Operating system software | yes |
+| Microsoft Windows Server | Operating system software | yes |
+| Red Hat Enterprise Linux | Operating system software | yes |
+| Shell script | Operating system software | yes |
+| UNIX | Operating system software | yes |
+| UNIX Shell | Operating system software | yes |
+| Microsoft PowerPoint | Presentation software | yes |
+| Microsoft Project | Project management software | yes |
+| Microsoft Excel | Spreadsheet software | yes |
+| Border Gateway Protocol BGP | Switch or router software | yes |
+| Apache Tomcat | Web platform development software | yes |
+| Microsoft Word | Word processing software | yes |
+| Citrix cloud computing software | Access software |  |
+| Cisco Systems CiscoWorks | Administration software |  |
+| Cisco Systems CiscoWorks LAN Management Solution | Administration software |  |
+| Hewlett-Packard HP Network Node Manager | Administration software |  |
+| ifconfig | Administration software |  |
+| ipconfig | Administration software |  |
+| EMC NetWorker | Backup or archival software |  |
+| NovaStor NovaBACKUP | Backup or archival software |  |
+| Roxio Retrospect | Backup or archival software |  |
+| Symantec Veritas NetBackup | Backup or archival software |  |
+| Tape backup system software | Backup or archival software |  |
+| Veritas NetBackup | Backup or archival software |  |
+| IBM WebSphere | Cloud-based management software |  |
+| SolarWinds | Cloud-based protection or security software |  |
+| VMware | Clustering software |  |
+| IBM Domino | Communications server software |  |
+| Network design software | Computer aided design CAD software |  |
+| Application management software | Configuration management software |  |
+| Automated installation software | Configuration management software |  |
+| EMC Ionix Network Configuration Manager | Configuration management software |  |
+| Microsoft Windows Sysprep | Configuration management software |  |
+| Patch and update management software | Configuration management software |  |
+| Database management software | Data base management system software |  |
+| Remote control software | Desktop communications software |  |
+| Symantec pcAnywhere | Desktop communications software |  |
+| Microsoft Visual Basic Scripting Edition VBScript | Development environment software |  |
+| IBM Notes | Electronic mail software |  |
+| Microsoft Exchange | Electronic mail software |  |
+| BMC Software Control-M | Enterprise application integration software |  |
+| Microsoft Dynamics | Enterprise resource planning ERP software |  |
+| IBM Power Systems software | Enterprise system management software |  |
+| File server software | Filesystem software |  |
+| IBM Tivoli NetView Distribution Manager | Filesystem software |  |
+| BMC Software Remedy IT Service Management Suite | Helpdesk or call center software |  |
+| Help desk software | Helpdesk or call center software |  |
+| Novell eDirectory | Internet directory services software |  |
+| Voice over internet protocol VoIP system software | Internet protocol IP multimedia subsystem software |  |
+| Arping | Network monitoring software |  |
+| B&W Port Scanner | Network monitoring software |  |
+| BitWizard B.V. mtr | Network monitoring software |  |
+| Cisco Systems Cisco NetFlow Collection Engine | Network monitoring software |  |
+| Cisco Systems Cisco Traffic Analyzer | Network monitoring software |  |
+| Clarified Networks Clarified Analyzer | Network monitoring software |  |
+| Colasoft Capsa Enterprise | Network monitoring software |  |
+| Colasoft Capsa Free | Network monitoring software |  |
+| Compuware ClientVantage Agentless Monitoring | Network monitoring software |  |
+| Congruity Technologies Inspector | Network monitoring software |  |
+| Dartware InterMapper | Network monitoring software |  |
+| Dig | Network monitoring software |  |
+| Ethereal | Network monitoring software |  |
+| Ettercap NG | Network monitoring software |  |
+| Fluke Networks Enterprise LANMeter | Network monitoring software |  |
+| LogMatrix NerveCenter | Network monitoring software |  |
+| Microsoft Network Monitor | Network monitoring software |  |
+| Nagios | Network monitoring software |  |
+| nbtstat | Network monitoring software |  |
+| NetScout Sniffer Global Analyzer | Network monitoring software |  |
+| NetScout Sniffer Portable Professional Analyzer | Network monitoring software |  |
+| netstat | Network monitoring software |  |
+| Network Instruments Observer Standard | Network monitoring software |  |
+| ngrep | Network monitoring software |  |
+| Nslookup | Network monitoring software |  |
+| OPNET SP Sentinel | Network monitoring software |  |
+| Packet analyzers | Network monitoring software |  |
+| Port scanners | Network monitoring software |  |
+| Route | Network monitoring software |  |
+| Tcpdump | Network monitoring software |  |
+| Traceroute | Network monitoring software |  |
+| WildPackets OmniPeek Network Analyzer | Network monitoring software |  |
+| Wireshark | Network monitoring software |  |
+| Zabbix | Network monitoring software |  |
+| Traffic shapers | Network operating system enhancement software |  |
+| Firewall software | Network security and virtual private network VPN equipment software |  |
+| Network intrusion detection software | Network security and virtual private network VPN equipment software |  |
+| Virtual private networking VPN software | Network security and virtual private network VPN equipment software |  |
+| IBM Security Network Intrusion Prevention System | Network security or virtual private network VPN management software |  |
+| Intrusion prevention system IPS | Network security or virtual private network VPN management software |  |
+| Network and system vulnerability assessment software | Network security or virtual private network VPN management software |  |
+| NIKSUN NetDetector | Network security or virtual private network VPN management software |  |
+| Security incident management software | Network security or virtual private network VPN management software |  |
+| Sonicwall SonicOS Enhanced | Network security or virtual private network VPN management software |  |
+| BlackBerry Enterprise Server | Operating system software |  |
+| Hewlett Packard HP-UX | Operating system software |  |
+| IBM AIX | Operating system software |  |
+| Job control language JCL | Operating system software |  |
+| KornShell | Operating system software |  |
+| Microsoft Hyper-V Server | Operating system software |  |
+| Microsoft Windows PowerShell | Operating system software |  |
+| Oracle Solaris | Operating system software |  |
+| Ubuntu | Operating system software |  |
+| Connectivity software | Platform interconnectivity software |  |
+| Load testing software | Program testing software |  |
+| Bentley Systems ProjectWise | Project management software |  |
+| Project planning software | Project management software |  |
+| EMC Symmetrix DMX | Storage networking software |  |
+| Storage area network SAN software | Storage networking software |  |
+| Anti-spyware software | Transaction security and virus protection software |  |
+| Antivirus software | Transaction security and virus protection software |  |
+| Encryption software | Transaction security and virus protection software |  |
+| McAfee | Transaction security and virus protection software |  |
+| Norton AntiVirus | Transaction security and virus protection software |  |
+| NortonLifeLock cybersecurity software | Transaction security and virus protection software |  |
+| Packet filter software | Transaction security and virus protection software |  |
+| Ping Identity | Transaction security and virus protection software |  |
+| Root kit detection software | Transaction security and virus protection software |  |
+| Customer information control system CICS | Transaction server software |  |
+| Microsoft Internet Information Services (IIS) | Transaction server software |  |
+| LAMP Stack | Web platform development software |  |
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 20 ads, as of 2026-07-12)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Tools
+
+- Cisco — **20 %**
+
+<!-- market-evidence -->