feat: emergency-ambulance-driver skill package v0.1.0

2026-08-14 18:19:56 +02:00
commit 8cd804f49e
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--- a/PROVENANCE.md
+++ b/PROVENANCE.md
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+# Data provenance — emergency-ambulance-driver
+
+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 — emergency-ambulance-driver
+    "ESCO (occupation & competences)" : 48
+    "O*NET (tasks & tools)" : 46
+    "Job boards (market evidence)" : 83
+    "Anthropic official Claude skills" : 5
+    "External AI skill packs (mapped)" : 183
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 48 | 13.2 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 46 | 12.6 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 83 | 22.7 % | references/market.md (full report) + "Market evidence" headline sections |
+| Wikipedia & AI expert curation | 0 | 0.0 % | glossary, literature, usecases, intake, quality, evals/ |
+| Anthropic official Claude skills | 5 | 1.4 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
+| External AI skill packs (mapped) | 183 | 50.1 % | 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).
--- a/SKILL.md
+++ b/SKILL.md
@@ -0,0 +1,56 @@
+---
+name: emergency-ambulance-driver
+description: "Occupational skill for the role 'emergency ambulance driver' (also: assistant in emergency care, ambulance emergency medical technician, ECA, technician in emergency medical care, medical emergency assistant, ambulance technician). Use when the user asks for typical emergency ambulance driver work such as: Administer first aid treatment or life support care to sick or injured persons in prehospital settings.; Assess nature and extent of illness or injury to establish and prioritize medical procedures.; Attend training classes to maintain certification licensure, keep abreast of new developments in the field, or maintain existing knowledge."
+---
+
+# Emergency Ambulance Driver
+
+Emergency ambulance drivers use emergency vehicles to respond to medical emergencies and support the work of paramedics, move patients safely, take note of changes in the patient's vital signs and report to the paramedics in charge, ensuring the medical equipment is well stored, transported and functional, under supervision and on order of a doctor of medicine.
+
+## Core workflow
+
+1. Administer first aid treatment or life support care to sick or injured persons in prehospital settings.
+2. Assess nature and extent of illness or injury to establish and prioritize medical procedures.
+3. Attend training classes to maintain certification licensure, keep abreast of new developments in the field, or maintain existing knowledge.
+4. Comfort and reassure patients.
+5. Communicate with dispatchers or treatment center personnel to provide information about situation, to arrange reception of survivors, or to receive instructions for further treatment.
+6. Coordinate work with other emergency medical team members or police or fire department personnel.
+7. Decontaminate ambulance interior following treatment of patient with infectious disease, and report case to proper authorities.
+8. Drive mobile intensive care unit to specified location, following instructions from emergency medical dispatcher.
+
+## 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)
+
+- adhere to organisational guidelines
+- assist ambulance paramedics
+- clean vehicle interiors
+- communicate in healthcare
+- comply with legislation related to health care
+- comply with quality standards related to healthcare practice
+- drive ambulance under emergency conditions
+- emergency cases
+- empathise with the healthcare user
+- ensure ambulance roadworthiness
+- first aid
+- follow verbal instructions
+- health care legislation
+- health care occupation-specific ethics
+- human anatomy
+
+## Hot technologies
+
+- MEDITECH software
+- Microsoft Office software
+- Microsoft PowerPoint
+- Microsoft Excel
+- Microsoft Word
+
+---
+*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/64e909ad-1bd0-493c-a8dc-1afbed0c9c2f), O*NET 30.3 (29-2042.00). See manifest.json for licensing/attribution.*
--- a/manifest.json
+++ b/manifest.json
@@ -0,0 +1,286 @@
+{
+  "name": "emergency-ambulance-driver",
+  "title": "emergency ambulance driver",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/64e909ad-1bd0-493c-a8dc-1afbed0c9c2f",
+    "esco_code": "3258.1",
+    "isco_group": "3258",
+    "onet_soc": "29-2042.00",
+    "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": 12,
+    "dwas": 13,
+    "skills_essential": 33,
+    "skills_optional": 14,
+    "software": 20
+  },
+  "enrichment_ai_skills": {
+    "generated": "2026-07-14",
+    "method": "deterministic mapping (ISCO prefix + title/competence keywords)",
+    "sources": {
+      "anthropics/skills": {
+        "repo": "https://github.com/anthropics/skills",
+        "commit": "f6656c1",
+        "license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder",
+        "skills": 2
+      },
+      "K-Dense-AI/claude-scientific-skills": {
+        "repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
+        "commit": "4d97e29",
+        "license": "MIT",
+        "skills": 2
+      },
+      "foryourhealth111-pixel/Vibe-Skills": {
+        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
+        "commit": "34429a8",
+        "license": "Apache-2.0",
+        "skills": 2
+      },
+      "K-Dense-AI/scientific-agent-skills": {
+        "repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
+        "commit": "4d97e29",
+        "license": "MIT",
+        "skills": 2
+      },
+      "davila7/claude-code-templates": {
+        "repo": "https://github.com/davila7/claude-code-templates",
+        "commit": "fa79251",
+        "license": "MIT",
+        "skills": 7
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "license": "MIT",
+        "skills": 4
+      },
+      "nexu-io/open-design": {
+        "repo": "https://github.com/nexu-io/open-design",
+        "commit": "4b66023",
+        "license": "Apache-2.0",
+        "skills": 3
+      },
+      "brycewang-stanford/Auto-Empirical-Research-Skills": {
+        "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
+        "commit": "85bf545",
+        "license": "CC-BY-4.0",
+        "skills": 6
+      },
+      "wanshuiyin/Auto-claude-code-research-in-sleep": {
+        "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep",
+        "commit": "eb5c9d7",
+        "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": 3
+      },
+      "davepoon/buildwithclaude": {
+        "repo": "https://github.com/davepoon/buildwithclaude",
+        "commit": "3c94e0c",
+        "license": "MIT",
+        "skills": 4
+      },
+      "redis/agent-skills": {
+        "repo": "https://github.com/redis/agent-skills",
+        "commit": "23e10ae",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mukul975/Anthropic-Cybersecurity-Skills": {
+        "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
+        "commit": "673da1f",
+        "license": "Apache-2.0",
+        "skills": 4
+      },
+      "basicmachines-co/basic-memory": {
+        "repo": "https://github.com/basicmachines-co/basic-memory",
+        "commit": "53da71c",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 12
+      },
+      "parcadei/Continuous-Claude-v3": {
+        "repo": "https://github.com/parcadei/Continuous-Claude-v3",
+        "commit": "d07ff4b",
+        "license": "MIT",
+        "skills": 1
+      },
+      "vibeeval/vibecosystem": {
+        "repo": "https://github.com/vibeeval/vibecosystem",
+        "commit": "cea9462",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mohitagw15856/pm-claude-skills": {
+        "repo": "https://github.com/mohitagw15856/pm-claude-skills",
+        "commit": "876fa30",
+        "license": "MIT",
+        "skills": 1
+      },
+      "affaan-m/everything-claude-code": {
+        "repo": "https://github.com/affaan-m/everything-claude-code",
+        "commit": "ed38744",
+        "license": "MIT",
+        "skills": 2
+      },
+      "silverstein/minutes": {
+        "repo": "https://github.com/silverstein/minutes",
+        "commit": "3fb2e83",
+        "license": "MIT",
+        "skills": 1
+      },
+      "alirezarezvani/claude-skills": {
+        "repo": "https://github.com/alirezarezvani/claude-skills",
+        "commit": "0241f43",
+        "license": "MIT",
+        "skills": 3
+      },
+      "inkline/inkline": {
+        "repo": "https://github.com/inkline/inkline",
+        "commit": "fcc2bf4",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 1
+      },
+      "snyk/agent-scan": {
+        "repo": "https://github.com/snyk/agent-scan",
+        "commit": "f3a4621",
+        "license": "Apache-2.0",
+        "skills": 2
+      },
+      "ThinkInAIXYZ/deepchat": {
+        "repo": "https://github.com/ThinkInAIXYZ/deepchat",
+        "commit": "f275c92",
+        "license": "Apache-2.0",
+        "skills": 2
+      },
+      "sanjay3290/ai-skills": {
+        "repo": "https://github.com/sanjay3290/ai-skills",
+        "commit": "3619692",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "giuseppe-trisciuoglio/developer-kit": {
+        "repo": "https://github.com/giuseppe-trisciuoglio/developer-kit",
+        "commit": "306f428",
+        "license": "MIT",
+        "skills": 1
+      },
+      "elementalsouls/Claude-BugHunter": {
+        "repo": "https://github.com/elementalsouls/Claude-BugHunter",
+        "commit": "05098fc",
+        "license": "MIT",
+        "skills": 1
+      },
+      "ruvnet/claude-code-flow": {
+        "repo": "https://github.com/ruvnet/claude-code-flow",
+        "commit": "73914bd",
+        "license": "MIT",
+        "skills": 1
+      },
+      "ruvnet/ruflo": {
+        "repo": "https://github.com/ruvnet/ruflo",
+        "commit": "73914bd",
+        "license": "MIT",
+        "skills": 1
+      },
+      "HeshamFS/materials-simulation-skills": {
+        "repo": "https://github.com/HeshamFS/materials-simulation-skills",
+        "commit": "fa1ce8d",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "JasonColapietro/suede-creator-skills": {
+        "repo": "https://github.com/JasonColapietro/suede-creator-skills",
+        "commit": "0dc2aef",
+        "license": "MIT",
+        "skills": 1
+      },
+      "zebbern/claude-code-guide": {
+        "repo": "https://github.com/zebbern/claude-code-guide",
+        "commit": "d2c5280",
+        "license": "MIT",
+        "skills": 1
+      },
+      "zxkane/aws-skills": {
+        "repo": "https://github.com/zxkane/aws-skills",
+        "commit": "68530c6",
+        "license": "MIT",
+        "skills": 1
+      },
+      "JimLiu/baoyu-skills": {
+        "repo": "https://github.com/JimLiu/baoyu-skills",
+        "commit": "6b7a2e4",
+        "license": "MIT",
+        "skills": 1
+      },
+      "Leonxlnx/taste-skill": {
+        "repo": "https://github.com/Leonxlnx/taste-skill",
+        "commit": "b177427",
+        "license": "MIT",
+        "skills": 1
+      },
+      "egorfedorov/claude-context-optimizer": {
+        "repo": "https://github.com/egorfedorov/claude-context-optimizer",
+        "commit": "c604d3a",
+        "license": "MIT",
+        "skills": 1
+      },
+      "rockscy/solo-skills": {
+        "repo": "https://github.com/rockscy/solo-skills",
+        "commit": "80ec4cf",
+        "license": "MIT",
+        "skills": 1
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 17,
+      "adjacent": 63
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 48,
+      "onet": 46,
+      "jobads": 83,
+      "wiki_ai": 0,
+      "anthropic": 5,
+      "ai_skills": 183,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 13.2,
+      "onet": 12.6,
+      "jobads": 22.7,
+      "wiki_ai": 0.0,
+      "anthropic": 1.4,
+      "ai_skills": 50.1,
+      "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 +1,386 @@
+# External AI agent skills — emergency-ambulance-driver
+
+Proven, publicly available AI agent skills mapped to this occupation.
+Nothing is copied from the sources: every entry is a name, a one-line
+summary and a link to the upstream skill package. Each section names
+its source repository, commit, license and retrieval date.
+
+**Tiers:** `core` = the skill directly exercises a top market hard
+skill, tool or method (from gated job-ad evidence) or an essential
+ESCO competence of this occupation; `adjacent` =
+plausibly useful, secondary. Entries are capped at 12 per source
+and 80 in total per occupation (core first,
+strongest matches survive); everything beyond the caps is excluded
+and logged in the pipeline audit trail, not in this package.
+
+_Matched deterministically (ISCO group + title/competence keywords,
+tiered against market evidence + ESCO essentials) by
+`pipeline/p5_enrich_ai_skills.py` on 2026-07-14._
+
+## Source: anthropics/skills
+
+- Repository: [https://github.com/anthropics/skills](https://github.com/anthropics/skills) (commit `f6656c1`, retrieved 2026-07-14)
+- License: Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available — see the LICENSE.txt in the upstream skill folder
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `pdf` | adjacent | Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating … | [source](https://github.com/anthropics/skills/tree/main/skills/pdf) |
+| `docx` | adjacent | Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to … | [source](https://github.com/anthropics/skills/tree/main/skills/docx) |
+
+## Source: a5c-ai/babysitter
+
+- Repository: [https://github.com/a5c-ai/babysitter](https://github.com/a5c-ai/babysitter) (commit `44a5d58b`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `embedded-docs` | core | Embedded firmware documentation generation and maintenance using Doxygen and related tools. Expert skill for API documentation, hardware interface documentation, memory maps, and integration with documentation systems. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/embedded-systems/skills/embedded-docs) |
+| `incident-forensics` | core | Digital forensics and incident response capabilities. Analyze memory dumps with Volatility, parse filesystem artifacts, extract browser forensics, analyze Windows event logs, create forensic timelines, recover deleted files, and generate … | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/security-research/skills/incident-forensics) |
+| `knowledge-extractor` | core | Extract tribal knowledge from code, documentation, and commit history to preserve institutional memory | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/code-migration-modernization/skills/knowledge-extractor) |
+| `medical-agent` | adjacent | Build medical AI agents for clinical decision support, medical record summarization, diagnostic assistance, and healthcare workflow automation. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/ai-agents-conversational/skills/medical-agent) |
+
+## 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 |
+|---|---|---|---|
+| `google-workspace-ops` | adjacent | Operate across Google Drive, Docs, Sheets, and Slides as one workflow surface for plans, trackers, decks, and shared documents. Use when the user needs to find, summarize, edit, migrate, or clean up Google Workspace assets without dropping … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/google-workspace-ops) |
+| `autonomous-agent-harness` | adjacent | Transform Claude Code into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces standalone agent frameworks (Hermes, AutoGPT) by leveraging Claude Code's native crons, … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/autonomous-agent-harness) |
+
+## 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 |
+|---|---|---|---|
+| `review` | adjacent | Analyze auto-memory for promotion candidates, stale entries, consolidation opportunities, and health metrics. Use when the user runs /si:review or asks what has been learned and what should be promoted or pruned. | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/engineering-team/self-improving-agent/skills/review) |
+| `status` | adjacent | Memory health dashboard showing line counts, topic files, capacity, stale entries, and recommendations. Use when the user runs /si:status or asks how full or healthy the agent memory is. | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/engineering-team/self-improving-agent/skills/status) |
+| `boardroom` | adjacent | /cs:boardroom <brief> — 6-phase multi-role deliberation across the C-suite with Phase 2 isolation, critic pre-screen, and synthesis. Outputs a board memo. Use when a decision spans multiple executive domains — e.g. a pricing change … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/c-level-advisor/c-level-agents/skills/boardroom) |
+
+## Source: basicmachines-co/basic-memory
+
+- Repository: [https://github.com/basicmachines-co/basic-memory](https://github.com/basicmachines-co/basic-memory) (commit `53da71c`, retrieved 2026-07-14)
+- License: custom (see upstream LICENSE)
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `memory-continue` | adjacent | Resume prior work by rebuilding context from the Basic Memory knowledge graph — pick up where you left off using memory:// URLs, recent activity, and search. Use when starting a session or when the user says 'continue with...', 'back … | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/skills/memory-continue) |
+| `memory-lifecycle` | adjacent | Manage entity status transitions in Basic Memory: archive completed work, move notes between status folders, update frontmatter, and handle edge cases. Use when marking items complete, archiving old entities, or managing any folder-based … | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/skills/memory-lifecycle) |
+| `bm-orient` | adjacent | Orient Codex from Basic Memory before substantial repo work by reading active tasks, decisions, recent Codex checkpoints, and repo conventions. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/plugins/codex/skills/bm-orient) |
+| `bm-share` | adjacent | Promote a note from your personal Basic Memory project to a shared team project, with attribution. Use when the user says "share this with the team", "publish this decision", or runs /basic-memory:bm-share. This is the deliberate way to … | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/plugins/claude-code/skills/bm-share) |
+| `memory-onboarding` | adjacent | Guide someone new to Basic Memory through designing and building a complete personal knowledge system — interview them about what they want to track, propose a structure, build it with schemas and instruction notes, teach them to use it, … | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/skills/memory-onboarding) |
+| `memory-tasks` | adjacent | Task management via Basic Memory schemas: create, track, and resume structured tasks that survive context compaction. Uses BM's schema system for uniform notes queryable through the knowledge graph. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/skills/memory-tasks) |
+| `pr-create` | adjacent | Use when creating or updating a Basic Memory pull request from Codex with BM Bossbot merge-gate monitoring. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/.agents/skills/pr-create) |
+| `bm-checkpoint` | adjacent | Save a deliberate Codex work checkpoint to Basic Memory with changed files, verification, decisions, blockers, and the next action. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/plugins/codex/skills/bm-checkpoint) |
+| `bm-decide` | adjacent | Capture a durable engineering decision in Basic Memory with rationale, alternatives, consequences, and affected work. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/plugins/codex/skills/bm-decide) |
+| `bm-remember` | adjacent | Quickly capture a thought, fact, or reminder into Basic Memory as a lightweight note. Use when the user says "remember that…", "note this", "save this to memory", or runs /basic-memory:bm-remember. For quick deliberate capture — not full … | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/plugins/claude-code/skills/bm-remember) |
+| `bm-setup` | adjacent | Set up the Basic Memory plugin for this project — a short guided interview that configures the project mapping, seeds note schemas, learns or suggests placement conventions, and enables capture reflexes. Use when the user runs … | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/plugins/claude-code/skills/bm-setup) |
+| `code-review` | adjacent | Use when reviewing Basic Machines code for house style, architecture risk, pre-merge hardening, or whether a change fits basic-memory/basic-memory-cloud conventions. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/.agents/skills/code-review) |
+
+## Source: brycewang-stanford/Auto-Empirical-Research-Skills
+
+- Repository: [https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills) (commit `85bf545`, retrieved 2026-07-14)
+- License: CC-BY-4.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `research-lit` | core | Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/42-wanshuiyin-ARIS/skills/research-lit) |
+| `code-review-excellence` | core | This skill should be used when the user asks to review a diff or pull request, write review comments, audit code quality, establish review standards, or improve how a team performs code review. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/33-Galaxy-Dawn-claude-scholar/skills/code-review-excellence) |
+| `diverga-memory` | adjacent | Diverga Memory System v7.0 - Context-persistent research support with checkpoint auto-trigger and cross-session continuity. Triggers: memory, remember, context, recall, checkpoint, decision, persist, 기억, 맥락, 세션, 체크포인트 | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/25-HosungYou-Diverga/skills/memory) |
+| `md-to-docx` | adjacent | Convert Markdown files to Word documents (.docx) with proper formatting, Chinese font support (FangSong for all text including headings), black font color, 1.5x line spacing, precise first-line indent (24pt), heading spacing after (1 … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/67-econfin-workflow-toolkit/md-to-docx) |
+| `paper-audit` | adjacent | Deep-review-first audit for Chinese and English academic papers across LaTeX, Typst, and PDF formats. Use whenever the user wants reviewer-style paper critique, pre-submission readiness checks, pass/fail gate decisions, structured revision … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/35-bahayonghang-academic-writing-skills/skills/paper-audit) |
+| `system-profile` | adjacent | Profile a target (script, process, GPU, memory, interconnect) using external tools and code instrumentation. Produces structured performance reports with actionable recommendations. Use when user says "profile", "benchmark", "bottleneck", … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/42-wanshuiyin-ARIS/skills/system-profile) |
+
+## Source: davepoon/buildwithclaude
+
+- Repository: [https://github.com/davepoon/buildwithclaude](https://github.com/davepoon/buildwithclaude) (commit `3c94e0c`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `image-enhancer` | core | Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/image-enhancer) |
+| `distill` | adjacent | Synthesize wiki pages from related memories. One endpoint, one flow: daemon clusters and synthesizes what it can; agent finishes whatever the daemon couldn't (no LLM or cluster too big). Invoked as `/distill [target]`. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/origin/skills/distill) |
+| `docx` | adjacent | Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/docx) |
+| `xlsx` | adjacent | Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/xlsx) |
+
+## Source: davila7/claude-code-templates
+
+- Repository: [https://github.com/davila7/claude-code-templates](https://github.com/davila7/claude-code-templates) (commit `fa79251`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `treatment-plans` | core | Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/treatment-plans) |
+| `image-enhancer` | core | Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/media/image-enhancer) |
+| `it-operations` | adjacent | Manages IT infrastructure, monitoring, incident response, and service reliability. Provides frameworks for ITIL service management, observability strategies, automation, backup/recovery, capacity planning, and operational excellence … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/it-operations) |
+| `gcc` | adjacent | Git Context Controller (GCC) - Manages agent memory as a versioned file system under .GCC/. This skill should be used when working on multi-step projects that benefit from structured memory persistence, milestone tracking, branching for … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/git/git-context-controller) |
+| `latex-posters` | adjacent | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/latex-posters) |
+| `swarmvault` | adjacent | Use SwarmVault when the user needs a local-first knowledge vault that writes durable markdown, graph, search, dashboard, review, and MCP artifacts to disk from books, notes, transcripts, exports, datasets, slide decks, files, URLs, code, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/swarmvault) |
+| `agent-memory-systems` | adjacent | Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stores), and the cognitive architectures … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/agent-memory-systems) |
+
+## Source: egorfedorov/claude-context-optimizer
+
+- Repository: [https://github.com/egorfedorov/claude-context-optimizer](https://github.com/egorfedorov/claude-context-optimizer) (commit `c604d3a`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `cco-overhead` | adjacent | Audit the fixed context overhead every session starts with — system prompt, MCP tools, agents, CLAUDE.md, memory — measured from real transcript usage | [source](https://github.com/egorfedorov/claude-context-optimizer/tree/c604d3a/skills/cco-overhead) |
+
+## Source: elementalsouls/Claude-BugHunter
+
+- Repository: [https://github.com/elementalsouls/Claude-BugHunter](https://github.com/elementalsouls/Claude-BugHunter) (commit `05098fc`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `report-writing` | adjacent | Bug bounty report writing for H1/Bugcrowd/Intigriti/Immunefi — report templates, human tone guidelines, impact-first writing, CVSS 3.1 scoring, title formula, impact statement formula, severity decision guide, downgrade counters, … | [source](https://github.com/elementalsouls/Claude-BugHunter/tree/05098fc/skills/report-writing) |
+
+## Source: foryourhealth111-pixel/Vibe-Skills
+
+- Repository: [https://github.com/foryourhealth111-pixel/Vibe-Skills](https://github.com/foryourhealth111-pixel/Vibe-Skills) (commit `34429a8`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `treatment-plans` | core | Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/treatment-plans) |
+| `sentry` | adjacent | Use when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry API; perform read-only queries with the bundled script and require `SENTRY_AUTH_TOKEN`. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/sentry) |
+
+## 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` | adjacent | 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: HeshamFS/materials-simulation-skills
+
+- Repository: [https://github.com/HeshamFS/materials-simulation-skills](https://github.com/HeshamFS/materials-simulation-skills) (commit `fa1ce8d`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `simulation-failure-triage` | adjacent | First-response triage for cross-code (LAMMPS/VASP/QE/MOOSE) simulation failures: classifies the failure signature (nonconvergence, NaN/Inf, exploding energy, unstable timestep, pressure blow-up, missing potentials/pseudopotentials, memory … | [source](https://github.com/HeshamFS/materials-simulation-skills/tree/fa1ce8d/skills/robustness/simulation-failure-triage) |
+
+## Source: inkline/inkline
+
+- Repository: [https://github.com/inkline/inkline](https://github.com/inkline/inkline) (commit `fcc2bf4`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `starter-templates` | adjacent | Anatomy and maintenance of inkline-starter-* repos and examples — the two starter flavors, what every starter must include, per-framework specifics, and the clone-to-rendered-component-under-2-minutes bar. Use when creating or maintaining … | [source](https://github.com/inkline/inkline/tree/fcc2bf4/.claude/skills/starter-templates) |
+
+## Source: JasonColapietro/suede-creator-skills
+
+- Repository: [https://github.com/JasonColapietro/suede-creator-skills](https://github.com/JasonColapietro/suede-creator-skills) (commit `0dc2aef`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `suede-instagram-growth` | adjacent | Suede-owned Instagram growth operating system for account-specific audits, Reels, carousels, Stories, conversion mapping, calendars, and daily candidate-production loops. Use when the user names Instagram, IG, Reels, Stories, asks to … | [source](https://github.com/JasonColapietro/suede-creator-skills/tree/0dc2aef/skills/suede-instagram-growth) |
+
+## 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 |
+|---|---|---|---|
+| `granola-ci-integration` | core | Build automated pipelines from Granola meeting notes to GitHub Issues, Linear tasks, Slack notifications, and documentation updates using Zapier and GitHub Actions. Trigger: "granola CI", "granola automation pipeline", "granola to github", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/granola-pack/skills/granola-ci-integration) |
+| `twinmind-observability` | adjacent | Monitor TwinMind transcription quality, meeting coverage, action item extraction rates, and memory vault health. Use when implementing observability, or managing TwinMind meeting AI operations. Trigger with phrases like "twinmind … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/twinmind-pack/skills/twinmind-observability) |
+| `granola-install-auth` | adjacent | Install and configure Granola AI meeting notes with calendar and audio permissions. Use when setting up Granola for the first time, connecting Google/Outlook calendars, granting macOS Screen Recording permission, or configuring Windows … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/granola-pack/skills/granola-install-auth) |
+
+## Source: JimLiu/baoyu-skills
+
+- Repository: [https://github.com/JimLiu/baoyu-skills](https://github.com/JimLiu/baoyu-skills) (commit `6b7a2e4`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `baoyu-slide-deck` | adjacent | Generates professional slide deck images from content. Creates outlines with style instructions, then generates individual slide images. Use when user asks to "create slides", "make a presentation", "generate deck", "slide deck", or "PPT". | [source](https://github.com/JimLiu/baoyu-skills/tree/6b7a2e4/skills/baoyu-slide-deck) |
+
+## Source: K-Dense-AI/claude-scientific-skills
+
+- Repository: [https://github.com/K-Dense-AI/claude-scientific-skills](https://github.com/K-Dense-AI/claude-scientific-skills) (commit `4d97e29`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `treatment-plans` | core | Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/treatment-plans) |
+| `latex-posters` | adjacent | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/latex-posters) |
+
+## Source: K-Dense-AI/scientific-agent-skills
+
+- Repository: [https://github.com/K-Dense-AI/scientific-agent-skills](https://github.com/K-Dense-AI/scientific-agent-skills) (commit `4d97e29`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `treatment-plans` | core | Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/treatment-plans) |
+| `latex-posters` | adjacent | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/latex-posters) |
+
+## Source: Leonxlnx/taste-skill
+
+- Repository: [https://github.com/Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) (commit `b177427`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `brandkit` | adjacent | Premium brand-kit image generation skill for creating high-end brand-guidelines boards, logo systems, identity decks, and visual-world presentations. Trained for minimalist, cinematic, editorial, dark-tech, luxury, cultural, security, … | [source](https://github.com/Leonxlnx/taste-skill/tree/b177427/skills/brandkit) |
+
+## Source: mohitagw15856/pm-claude-skills
+
+- Repository: [https://github.com/mohitagw15856/pm-claude-skills](https://github.com/mohitagw15856/pm-claude-skills) (commit `876fa30`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `clinical-case-summary` | adjacent | Write a structured clinical case summary or case presentation. Use when asked to write a clinical case summary, case presentation, patient case report, or clinical handover. Produces a structured summary using SBAR or SOAP format. For … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-research/skills/clinical-case-summary) |
+
+## Source: mukul975/Anthropic-Cybersecurity-Skills
+
+- Repository: [https://github.com/mukul975/Anthropic-Cybersecurity-Skills](https://github.com/mukul975/Anthropic-Cybersecurity-Skills) (commit `673da1f`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `analyzing-macro-malware-in-office-documents` | core | Analyzes malicious VBA macros embedded in Microsoft Office documents (Word, Excel, PowerPoint) to identify download cradles, payload execution, persistence mechanisms, and anti-analysis techniques. Uses olevba, oledump, and VBA … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-macro-malware-in-office-documents) |
+| `conducting-memory-forensics-with-volatility` | adjacent | Performs memory forensics analysis using Volatility 3 to extract evidence of malware execution, process injection, network connections, and credential theft from RAM dumps captured during incident response. Covers memory acquisition, … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/conducting-memory-forensics-with-volatility) |
+| `detecting-rootkit-activity` | adjacent | Detects rootkit presence on compromised systems by identifying hidden processes, hooked system calls, modified kernel structures, hidden files, and covert network connections using memory forensics, cross-view detection, and integrity … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/detecting-rootkit-activity) |
+| `analyzing-memory-dumps-with-volatility` | adjacent | Analyzes RAM memory dumps from compromised systems using the Volatility framework to identify malicious processes, injected code, network connections, loaded modules, and extracted credentials. Supports Windows, Linux, and macOS memory … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-memory-dumps-with-volatility) |
+
+## Source: nexu-io/open-design
+
+- Repository: [https://github.com/nexu-io/open-design](https://github.com/nexu-io/open-design) (commit `4b66023`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `clinical-case-report` | core | Structured medical case presentation for clinical rounds, conferences, and documentation. Generates SOAP-format or narrative case reports with physiologically accurate vitals, labs, and evidence-based plans. Use when the brief mentions … | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/clinical-case-report) |
+| `image-enhancer` | core | Improve image and screenshot quality by enhancing resolution, sharpness, and clarity for professional presentations and documentation. | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/image-enhancer) |
+| `brandkit` | adjacent | Premium brand-kit image generation skill for creating high-end brand-guidelines boards, logo systems, identity decks, and visual-world presentations. Trained for minimalist, cinematic, editorial, dark-tech, luxury, cultural, security, … | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/brandkit) |
+
+## Source: parcadei/Continuous-Claude-v3
+
+- Repository: [https://github.com/parcadei/Continuous-Claude-v3](https://github.com/parcadei/Continuous-Claude-v3) (commit `d07ff4b`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `mot` | adjacent | System health check (MOT) for skills, agents, hooks, and memory | [source](https://github.com/parcadei/Continuous-Claude-v3/tree/d07ff4b/.claude/skills/mot) |
+
+## Source: redis/agent-skills
+
+- Repository: [https://github.com/redis/agent-skills](https://github.com/redis/agent-skills) (commit `23e10ae`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `redis-observability` | core | Redis observability guidance — which metrics to monitor (memory, connections, hit ratio, ops/sec, rejected connections), which built-in commands to reach for during incident triage (SLOWLOG, INFO, MEMORY DOCTOR, CLIENT LIST, FT.PROFILE), … | [source](https://github.com/redis/agent-skills/tree/23e10ae/skills/redis-observability) |
+
+## Source: rockscy/solo-skills
+
+- Repository: [https://github.com/rockscy/solo-skills](https://github.com/rockscy/solo-skills) (commit `80ec4cf`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `changelog-from-commits` | adjacent | Generate a user-facing CHANGELOG entry from raw git log output. Use when the user is preparing a release, says "what changed since last version", asks to write release notes, or wants to summarize a batch of commits for end users. | [source](https://github.com/rockscy/solo-skills/tree/80ec4cf/skills/changelog-from-commits) |
+
+## Source: ruvnet/claude-code-flow
+
+- Repository: [https://github.com/ruvnet/claude-code-flow](https://github.com/ruvnet/claude-code-flow) (commit `73914bd`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `rvf-manage` | adjacent | Manage RVF (Ruflo Vector Format) files for portable agent memory and cross-platform transfer | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/plugins/ruflo-rvf/skills/rvf-manage) |
+
+## Source: ruvnet/ruflo
+
+- Repository: [https://github.com/ruvnet/ruflo](https://github.com/ruvnet/ruflo) (commit `73914bd`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `rvf-manage` | adjacent | Manage RVF (Ruflo Vector Format) files for portable agent memory and cross-platform transfer | [source](https://github.com/ruvnet/ruflo/tree/73914bd/plugins/ruflo-rvf/skills/rvf-manage) |
+
+## Source: sanjay3290/ai-skills
+
+- Repository: [https://github.com/sanjay3290/ai-skills](https://github.com/sanjay3290/ai-skills) (commit `3619692`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `google-sheets` | adjacent | Read and write Google Sheets spreadsheets - get content, update cells, append rows, fetch specific ranges, search for spreadsheets, and view metadata. Use when user asks to: read a spreadsheet, update cells, add data to Google Sheets, find … | [source](https://github.com/sanjay3290/ai-skills/tree/3619692/skills/google-sheets) |
+
+## Source: silverstein/minutes
+
+- Repository: [https://github.com/silverstein/minutes](https://github.com/silverstein/minutes) (commit `3fb2e83`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `minutes-lint` | adjacent | Health-check your meeting knowledge for contradictions, stale commitments, and decision conflicts. Use when the user asks "any conflicts in my meetings", "check for stale action items", "lint my meetings", "consistency check", "are there … | [source](https://github.com/silverstein/minutes/tree/3fb2e83/.agents/skills/minutes/minutes-lint) |
+
+## Source: snyk/agent-scan
+
+- Repository: [https://github.com/snyk/agent-scan](https://github.com/snyk/agent-scan) (commit `f3a4621`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `docx` | adjacent | Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new … | [source](https://github.com/snyk/agent-scan/tree/f3a4621/tests/skills/docx) |
+| `xlsx` | adjacent | Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new … | [source](https://github.com/snyk/agent-scan/tree/f3a4621/tests/skills/xlsx) |
+
+## Source: ThinkInAIXYZ/deepchat
+
+- Repository: [https://github.com/ThinkInAIXYZ/deepchat](https://github.com/ThinkInAIXYZ/deepchat) (commit `f275c92`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `docx` | adjacent | Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new … | [source](https://github.com/ThinkInAIXYZ/deepchat/tree/f275c92/resources/skills/docx) |
+| `xlsx` | adjacent | Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new … | [source](https://github.com/ThinkInAIXYZ/deepchat/tree/f275c92/resources/skills/xlsx) |
+
+## Source: vibeeval/vibecosystem
+
+- Repository: [https://github.com/vibeeval/vibecosystem](https://github.com/vibeeval/vibecosystem) (commit `cea9462`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `mot` | adjacent | System health check (MOT) for skills, agents, hooks, and memory | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/mot) |
+
+## Source: wanshuiyin/Auto-claude-code-research-in-sleep
+
+- Repository: [https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep) (commit `eb5c9d7`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `research-lit` | core | Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers. | [source](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/eb5c9d7/skills/research-lit) |
+
+## Source: zebbern/claude-code-guide
+
+- Repository: [https://github.com/zebbern/claude-code-guide](https://github.com/zebbern/claude-code-guide) (commit `d2c5280`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `vc-industry-research` | adjacent | Generate professional primary market / venture capital industry research reports, including sector deep-dives, investment memos, and market analysis. Produces detailed PDF reports covering TMT, consumer, healthcare, and industrials. … | [source](https://github.com/zebbern/claude-code-guide/tree/d2c5280/skills/vc-industry-research) |
+
+## Source: zxkane/aws-skills
+
+- Repository: [https://github.com/zxkane/aws-skills](https://github.com/zxkane/aws-skills) (commit `68530c6`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `aws-cost-operations` | adjacent | AWS cost optimization, monitoring, and operational excellence expert. Use when analyzing AWS bills, estimating costs, setting up CloudWatch alarms, querying logs, auditing CloudTrail activity, or assessing security posture. Essential when … | [source](https://github.com/zxkane/aws-skills/tree/68530c6/plugins/aws-cost-ops/skills/aws-cost-operations) |
--- a/references/berufsbild-de.md
+++ b/references/berufsbild-de.md
@@ -0,0 +1,119 @@
+# Berufsbild (Deutschland) — Rettungshelfer/in
+
+> **Quelle:** BERUFENET, Bundesagentur für Arbeit — Beruf-ID 14404,
+> KldB 2010: B 81341 · via öffentliche BERUFENET-API,
+> abgerufen 2026-07-12. Automatisches Label-Matching
+> (Score 1.00); Inhalte paraphrasiert/gekürzt, Volltext beim
+> Original: https://web.arbeitsagentur.de/berufenet/beruf/14404
+
+## Steckbrief
+
+Berufstyp
+Ausbildungsberuf
+Ausbildungsart
+Schulische Ausbildung an unterschiedlichen Bildungseinrichtungen (landesrechtlich bzw. intern geregelt)
+Ausbildungsdauer
+ Ca. 1-3 Monate (Vollzeit)
+Lernorte
+Bildungseinrichtung und Lehrrettungswache bzw. Krankentransportwagen (im Praktikum)
+Was macht man in diesem Beruf?Rettungshelfer und Rettungshelferinnen bringen Patienten und Patientinnen durch Krankentransporte in Notaufnahmen, Kliniken oder Rehabilitationseinrichtungen. Sie steuern die Rettungsfahrzeuge selbst oder fahren begleitend mit. Am Einsatzort oder während des Krankentransports unterstützen sie Rettungsfachkräfte bei Maßnahmen der Notfallversorgung. Grundlage dafür sind die jeweiligen landesrechtlichen Regelungen. Darüber hinaus fahren sie ggf. Menschen mit Behinderungen zu Arbeitsstellen oder zu Arztpraxen.
+Wo arbeitet man?Beschäftigungsbetriebe:Rettungshelfer und Rettungshelferinnen sind in erster Linie beschäftigt
+bei Rettungsdiensten
+
+bei Diensten für den Transport von kranken Menschen und Menschen mit Behinderungen
+
+Arbeitsorte:Rettungshelfer und Rettungshelferinnen arbeiten in erster Linie
+in Krankentransportwagen
+
+an wechselnden Einsatzorten (z.B. Wohnungen der Patiente
+
+## Die Ausbildung im Überblick
+
+Rettungshelfer bzw. Rettungshelferin ist eine Ausbildung die durch landesrechtliche Vorschriften oder interne Vorschriften der Bildungseinrichtungen geregelt ist. 
+Sie dauert in Vollzeit ca. 1-3 Monate.
+
+## Abschluss-/Berufsbezeichnungen
+
+Die Ausbildung ist nur in den genannten Bundesländern rechtlich geregelt und führt dort zu folgenden Abschlussbezeichnungen:
+Nordrhein-Westfalen, Rheinland-Pfalz:
+Rettungshelfer/Rettungshelferin
+
+Bei intern geregelten Ausbildungen führt der Abschluss z.B. zur Bezeichnung Rettungsdiensthelfer (RDH)/Rettungsdiensthelferin (RDH).
+
+## Ausbildungsinhalte
+
+Theoretischer und praktischer Unterricht, z.B.:Krankentransport und Notfallrettung, z.B.beim Krankentransport und in der Notfallrettung mitwirken, z.B. Organisationsstrukturen und Ressourcen des Krankentransportes und der Notfallrettung beschreiben
+
+beim Krankentransport und in der Notfallrettung angemessen verhalten, z.B. persönliche Schutzausrüstung situations- und sachgerecht verwenden und im Einsatz effektiv kommunizieren
+
+rechtliche Fragestellungen berücksichtigen, z.B. Regelungen zu Datenschutz, StVO und Schweigepflicht kennen und anwenden
+
+bei der standardisierten Patientenversorgung mitwirken, z.B. strukturierte Erstversorgung durchführen
+
+nach hygienischen Grundsätzen arbeiten, z.B. Hygiene- und Entkeimung von Oberflächen verschiedenster Art mit chemischen Mitteln, um die Entstehung von unerwünschten, teilweise krankheitserregenden Mikroorganismen zu verhindern
+" name="Desinfektion">Desinfektionsmaßnahmen gemäß eines Rahmen-Hygieneplans anwenden
+
+Transport und Übergabe durchführen, z.B. Patienten/Patientinnen beim Transport sichern
+
+ in besonderen Einsatzlagen angemessen verhalten, z.B. Behandlungsstrategien bei Großschadensereignissen anwenden
+
+Basisversorgung, z.B.Grundkenntnisse über Lehre von Aufbau und Struktur des menschlichen beziehungsweise tierischen Körpers
+" name="Anatomie">Anatomie, Lehre von den normalen (nicht krankhaften) Lebensvorgängen und Funktionen von Lebewesen und Organismen
+" name="Physiologie">Physiologie und der allgemeinen auch: Pathologische Physiologie
+ Medizinisches Fachgebiet, das sich mit krankhaften Veränderungen und Funktionsstörungen im menschlichen Organismus befasst
+" name="Pathophysiologie">Pathophysiologie des Herz-Kreislauf- sowie des Atmungssystems, des Gehirns und des Nervensystems erlernen
+
+Menschen mit Problemen der Atemwege versorgen, z.B. Erstversorgungsmaßnahmen bei Atemwegsverletzungen ergreifen
+
+Menschen mit Problemen des Atmungssystems versorgen, z.B. Brustkorb auf Verletzungen überprüfen
+
+Menschen mit Problemen des Herz-Kreislauf-Systems versorgen, z.B. Schockzuständen vorbeugen und auf lebensbedrohliche Blutungen kontrollieren
+
+Menschen mit Bewusstseinsproblemen versorgen, z.B. Patienten/Patientinnen in die stabile Seitenlage bringen
+
+Menschen vor Witterungseinflüssen schützen, z.B. Wärmedecken anwenden und Patienten/Patientinnen vor Nässe schützen
+
+spezielle Versorgung, z.B.Grundkenntnisse über Anatomie, Physiologie und der allgemeinen Pathophysiologie des Stütz- und Bewegungssystems, der Bauchorg
+
+## Ausbildungsaufbau
+
+Die Lehrgänge sind unterschiedlich strukturiert. Sie bestehen z.B. aus Lernbereichen oder Modulen, die aufeinander aufbauen.
+Unterrichtsprogramm, z.B.:theoretisch-praktische Ausbildung: mindestens 80 Stunden
+
+praktische Ausbildung (Rettungswache): mindestens 80 Stunden
+
+Gesamtstundenzahl:mindestens 160 Stunden
+
+## Lernorte
+
+Rettungshelfer und Rettungshelferinnen werden in schulischer Form ausgebildet.
+Lernorte sind
+bei Präsenzveranstaltungen: Unterrichtsräume an der Bildungseinrichtung
+
+bei Lernformen, bei denen die Vorteile von klassischem Präsenzunterricht und digitaler Lehre miteinander kombiniert werden; dazu gehört beispielsweise das sog. Blended Learning deutsch: "vermischtes Lernen"), das sich aus Präsenzphasen und medienbasierten Selbstlernphasen zusammensetzt
+" name="Kombinierte Lernformen">kombinierten Lernformen (z.B. Blended Learning): Unterrichtsräume bei Präsenzveranstaltungen, zu Hause bei Online-Lerneinheiten
+
+im Praktikum: z.B. Lehrrettungswachen bzw. Krankentransportwagen
+
+## Ausbildungssituation
+
+Auf folgende Bedingungen und Anforderungen sollte man sich einstellen:
+Theoretischer Unterricht:Unterrichtszeit Unterricht an mindestens vier Wochentagen
+
+Lernformbei Präsenzveranstaltungen: Teilnahme am Unterricht an der Bildungseinrichtung zusammen mit anderen angehenden Rettungshelfern und Rettungshelferinnen (ggf. nicht am Wohnort), Aufarbeitung der Inhalte zu Hause
+
+bei Lernformen, bei denen die Vorteile von klassischem Präsenzunterricht und digitaler Lehre miteinander kombiniert werden; dazu gehört beispielsweise das sog. Blended Learning deutsch: "vermischtes Lernen"), das sich aus Präsenzphasen und medienbasierten Selbstlernphasen zusammensetzt
+" name="Kombinierte Lernformen">kombinierten Lernformen (z.B. Blended Learning): Präsenzveranstaltungen im Klassenverband an der Bildungseinrichtung und selbstgestaltetes Lernen über elektronische Lernplattformen und -systeme von zu Hause aus
+
+Praktische Übungen/Praktikum:praktische Mitarbeit (unter Anleitung), z.B. bei Krankentransport- und Rettungsdiensten, städtischen Feuerwehren
+
+Anforderungen:
+ Sorgfalt und Verantwortungsbewusstsein (z.B. beim Verankern der Krankentrage im Krankenwagen, beim Unterstützen der Rettungsfachkräfte am Einsatzort)
+
+Entscheidungsfähigkeit und Reaktionsgeschwindigkeit (z.B. in Notfallsituationen, während Einsatzfahrten)
+
+ Einfühlungsvermögen (z.B. beim Betreuen von Patienten/Patientinnen am Einsatzort und während des Transports)
+
+Psychische Stabilität (z.B. bei der Konfrontation mit schweren Verletzungen oder dem Tod von Unfallopfern)
+
+Gute körperliche Konstitution (z.B. Patienten/Patientinnen auf Tragen heben und zum Einsatzfahrzeug transportieren)
--- a/references/market.md
+++ b/references/market.md
@@ -0,0 +1,132 @@
+# Market evidence report — emergency-ambulance-driver
+
+Source: **37 real job ads** (JSearch API, countries: us 37), extracted into the MSSQL evidence store; as of 2026-07-11.
+This report contains extracted, aggregated facts only — no ad text is
+reproduced (copyright / platform terms).
+
+## Seniority distribution
+
+| Seniority | Ads | Share |
+|---|---|---|
+| mid | 21 | 57 % |
+| n/a | 13 | 35 % |
+| junior | 3 | 8 % |
+
+## Tools — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Hard skills — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | patient assessment | 21 | 57 % |
+| 2 | basic life support | 8 | 22 % |
+| 3 | vehicle operation | 8 | 22 % |
+| 4 | ambulance operation | 7 | 19 % |
+| 5 | emergency vehicle operation | 6 | 16 % |
+| 6 | patient transport | 6 | 16 % |
+| 7 | emt skills | 5 | 14 % |
+| 8 | medical documentation | 5 | 14 % |
+| 9 | vehicle maintenance | 5 | 14 % |
+| 10 | emergency medical care | 4 | 11 % |
+| 11 | safe driving | 4 | 11 % |
+| 12 | ambulance maintenance | 3 | 8 % |
+| 13 | emergency care | 3 | 8 % |
+| 14 | medical equipment maintenance | 3 | 8 % |
+| 15 | patient care | 3 | 8 % |
+| 16 | pre-hospital care | 3 | 8 % |
+
+## Methods — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Responsibilities — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | ambulance operation | 12 | 32 % |
+| 2 | equipment maintenance | 10 | 27 % |
+| 3 | patient transport | 9 | 24 % |
+| 4 | emergency response | 6 | 16 % |
+| 5 | documentation completion | 5 | 14 % |
+| 6 | patient care | 5 | 14 % |
+| 7 | patient care delivery | 4 | 11 % |
+| 8 | vehicle maintenance | 4 | 11 % |
+| 9 | community program participation | 3 | 8 % |
+| 10 | equipment stocking | 3 | 8 % |
+| 11 | patient communication | 3 | 8 % |
+| 12 | patient stabilization | 3 | 8 % |
+| 13 | patient transportation | 3 | 8 % |
+
+## Regional breakdown
+
+> **Corpus note:** 37 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
+
+### US (us)
+
+37 ads.
+
+**Top hard skills:**
+
+- patient assessment — 57 % (21 ads)
+- basic life support — 22 % (8 ads)
+- vehicle operation — 22 % (8 ads)
+- ambulance operation — 19 % (7 ads)
+- emergency vehicle operation — 16 % (6 ads)
+- patient transport — 16 % (6 ads)
+- emt skills — 14 % (5 ads)
+- medical documentation — 14 % (5 ads)
+- vehicle maintenance — 14 % (5 ads)
+- emergency medical care — 11 % (4 ads)
+
+**Top tools:**
+
+- ambulance — 5 % (2 ads)
+- ed software — 5 % (2 ads)
+- ems pcr software — 5 % (2 ads)
+
+**Seniority:** mid 57 % · n/a 35 % · junior 8 %
+
+### 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 |
+|---|---|
+| EMT - Emergency Services Transport | 2 |
+| 911 Emergency Medical Technician - EMT | 1 |
+| 911 Emergency Medical Technician - EMT (Seasonal) | 1 |
+| Ambulance Driver | 1 |
+| Ambulance Driver (Motor Vehicle Operator) | 1 |
+| Ambulance Driver Ambulance Service Part TimeDays | 1 |
+| Ambulance Driver EVOC/EMSVO - Philadelphia | 1 |
+| Ambulance Driver/MVO | 1 |
+| Ambulance Driver/MVO (Bronx Base) | 1 |
+| Ambulance Operator/MVO/Driver | 1 |
+| Certified EMSVO Ambulance Driver | 1 |
+| Driver | 1 |
+| Driver/EMT | 1 |
+| Emergency Medical Technician | 1 |
+| Emergency Medical Technician - EMT | 1 |
+| Emergency Medical Technician - EMT B | 1 |
+| Emergency Medical Technician (EMT) | 1 |
+| Emergency Medical Technician (EMT) - Per Diem | 1 |
+| Emergency Medical Technician (EMT-B) (Brooklyn Base) | 1 |
+| Emergency Medical Technician- Woodlawn | 1 |
+| Emergency Vehicle Operator | 1 |
+| Emergency Vehicle Operator (EVO) | 1 |
+| Emergency Vehicle Operator / MS Transport EMT | 1 |
+| Emergency Vehicle Operator/ EMT Transport Driver - PRN | 1 |
+| EMS Ambulance Driver (EVOC/EMSVO) — Growth & Flexible Schedule | 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 +1,25 @@
+# Occupation profile — emergency ambulance driver
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/64e909ad-1bd0-493c-a8dc-1afbed0c9c2f
+- **ESCO code:** 3258.1
+- **ISCO-08 group:** 3258 — Ambulance workers
+- **O*NET-SOC:** 29-2042.00 — Emergency Medical Technicians (match: closeMatch)
+
+## Description (ESCO)
+
+Emergency ambulance drivers use emergency vehicles to respond to medical emergencies and support the work of paramedics, move patients safely, take note of changes in the patient's vital signs and report to the paramedics in charge, ensuring the medical equipment is well stored, transported and functional, under supervision and on order of a doctor of medicine.
+
+## Definition
+
+nan
+
+## Alternative labels
+
+- assistant in emergency care
+- ambulance emergency medical technician
+- ECA
+- technician in emergency medical care
+- medical emergency assistant
+- ambulance technician
+- emergency medical vehicle assistant
+- ambulance emergency care assistant
--- a/references/skills.md
+++ b/references/skills.md
@@ -0,0 +1,77 @@
+# Competences — emergency ambulance driver
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/64e909ad-1bd0-493c-a8dc-1afbed0c9c2f).
+
+## Essential
+
+- **adhere to organisational guidelines** (skill/competence)
+- **assist ambulance paramedics** (skill/competence)
+- **clean vehicle interiors** (skill/competence)
+- **communicate in healthcare** (skill/competence)
+- **comply with legislation related to health care** (skill/competence)
+- **comply with quality standards related to healthcare practice** (skill/competence)
+- **drive ambulance under emergency conditions** (skill/competence)
+- **emergency cases** (knowledge)
+- **empathise with the healthcare user** (skill/competence)
+- **ensure ambulance roadworthiness** (skill/competence)
+- **first aid** (knowledge)
+- **follow verbal instructions** (skill/competence)
+- **health care legislation** (knowledge)
+- **health care occupation-specific ethics** (knowledge)
+- **human anatomy** (knowledge)
+- **hygiene in a health care setting** (knowledge)
+- **infection control** (knowledge)
+- **listen actively** (skill/competence)
+- **maintain emergency vehicle equipment** (skill/competence)
+- **medical dispatch** (knowledge)
+- **monitor patients during transfer to hospital** (skill/competence)
+- **operate an emergency communication system** (skill/competence)
+- **operational tactics for emergency responses** (knowledge)
+- **pathogenic microorganisms** (knowledge)
+- **position patients undergoing interventions** (skill/competence)
+- **provide first aid** (skill/competence)
+- **resuscitation** (knowledge)
+- **special equipment in emergency** (knowledge)
+- **tolerate stress** (skill/competence)
+- **transfer patients** (skill/competence)
+- **transfer patients to and from ambulance vehicles** (skill/competence)
+- **work in multidisciplinary teams related to emergency care** (skill/competence)
+- **write reports on emergency cases** (skill/competence)
+
+## Optional
+
+- apply organisational techniques (skill/competence)
+- assess nature of injury in emergency (skill/competence)
+- childbirth (knowledge)
+- communicate in foreign languages with health service providers (skill/competence)
+- decontaminate ambulance interior (skill/competence)
+- disability care (knowledge)
+- drive helicopter under emergency conditions (skill/competence)
+- handle patient trauma (skill/competence)
+- maintain order at scenes of accidents (skill/competence)
+- operate specialised equipment in emergency (skill/competence)
+- perform multiple tasks at the same time (skill/competence)
+- pharmacology (knowledge)
+- pilot boat for medical emergency services (skill/competence)
+- sanitary technology (knowledge)
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 37 ads, as of 2026-07-11)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Hard skills
+
+- patient assessment — **57 %**
+- vehicle operation — **22 %**
+- basic life support — **22 %**
+- ambulance operation — **19 %**
+
+### Responsibilities
+
+- ambulance operation — **32 %**
+- equipment maintenance — **27 %**
+- patient transport — **24 %**
+
+<!-- market-evidence -->
--- a/references/tasks.md
+++ b/references/tasks.md
@@ -0,0 +1,34 @@
+# Tasks & work activities — emergency ambulance driver
+
+Source: O*NET 30.3, occupation 29-2042.00 (Emergency Medical Technicians).
+
+## Task statements
+
+- **[nan]** Administer first aid treatment or life support care to sick or injured persons in prehospital settings.
+- **[nan]** Assess nature and extent of illness or injury to establish and prioritize medical procedures.
+- **[nan]** Attend training classes to maintain certification licensure, keep abreast of new developments in the field, or maintain existing knowledge.
+- **[nan]** Comfort and reassure patients.
+- **[nan]** Communicate with dispatchers or treatment center personnel to provide information about situation, to arrange reception of survivors, or to receive instructions for further treatment.
+- **[nan]** Coordinate work with other emergency medical team members or police or fire department personnel.
+- **[nan]** Decontaminate ambulance interior following treatment of patient with infectious disease, and report case to proper authorities.
+- **[nan]** Drive mobile intensive care unit to specified location, following instructions from emergency medical dispatcher.
+- **[nan]** Immobilize patient for placement on stretcher and ambulance transport, using backboard or other spinal immobilization device.
+- **[nan]** Maintain vehicles and medical and communication equipment, and replenish first aid equipment and supplies.
+- **[nan]** Observe, record, and report to physician the patient's condition or injury, the treatment provided, and reactions to drugs or treatment.
+- **[nan]** Perform emergency diagnostic and treatment procedures, such as stomach suction, airway management, or heart monitoring, during ambulance ride.
+
+## Detailed work activities
+
+- Analyze patient data to determine patient needs or treatment goals.
+- Collaborate with healthcare professionals to plan or provide treatment.
+- Drive vehicles to transport individuals or equipment.
+- Inform medical professionals regarding patient conditions and care.
+- Interact with patients to build rapport or provide emotional support.
+- Maintain inventory of medical supplies or equipment.
+- Maintain medical equipment or instruments.
+- Maintain medical or professional knowledge.
+- Monitor patient progress or responses to treatments.
+- Position patients for treatment or examination.
+- Record patient medical histories.
+- Sterilize medical equipment or instruments.
+- Treat medical emergencies.
--- a/references/tools.md
+++ b/references/tools.md
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+# Tools & technology — emergency ambulance driver
+
+Source: O*NET 30.3 'Software Skills' for 29-2042.00.
+
+| Software | Category | Hot technology |
+|---|---|---|
+| MEDITECH software | Medical software | yes |
+| Microsoft Office software | Office suite software | yes |
+| Microsoft PowerPoint | Presentation software | yes |
+| Microsoft Excel | Spreadsheet software | yes |
+| Microsoft Word | Word processing software | yes |
+| Epocrates | Information retrieval or search software |  |
+| HyperTox | Information retrieval or search software |  |
+| Informed EMS Field Guide | Information retrieval or search software |  |
+| Iterum eMedic | Information retrieval or search software |  |
+| Medical Wizards ER & ICU ToolBox | Information retrieval or search software |  |
+| Medical Wizards ER Suite | Information retrieval or search software |  |
+| Medical Wizards Paramedics ToolBox | Information retrieval or search software |  |
+| Mosby's Drug Consult | Information retrieval or search software |  |
+| Palmtree EMS Field Reference Guide | Information retrieval or search software |  |
+| Palmtree Pocket EKG | Information retrieval or search software |  |
+| PEPID EMS | Information retrieval or search software |  |
+| Skyscape medical software | Information retrieval or search software |  |
+| Skyscape Rosen and Barkin's 5-Minute Emergency Medicine Consult | Information retrieval or search software |  |
+| TechOnSoftware HazMatCE Pro | Information retrieval or search software |  |
+| MedDataSolutions Regist*r | Medical software |  |