commit 14b73df73158eb5880b08f3e57f5a5d91f14d2dd Author: skillfactor-pipeline Date: Fri Aug 14 18:17:22 2026 +0200 feat: picture-archiving-and-communication-systems-administrator skill package v0.1.0 diff --git a/PROVENANCE.md b/PROVENANCE.md new file mode 100644 index 0000000..b9c06ba --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — picture-archiving-and-communication-systems-administrator + +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 — picture-archiving-and-communication-systems-administrator + "ESCO (occupation & competences)" : 31 + "O*NET (tasks & tools)" : 143 + "Job boards (market evidence)" : 155 + "Anthropic official Claude skills" : 5 + "External AI skill packs (mapped)" : 183 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 31 | 6.0 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 143 | 27.7 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 155 | 30.0 % | references/market.md (full report) + "Market evidence" headline sections | +| Wikipedia & AI expert curation | 0 | 0.0 % | glossary, literature, usecases, intake, quality, evals/ | +| Anthropic official Claude skills | 5 | 1.0 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) | +| External AI skill packs (mapped) | 183 | 35.4 % | references/ai-skills.md (per-source attribution inside) | +| Stack Exchange practitioner Q&A (CC-BY-SA) | 0 | 0.0 % | references/practitioner-qa.md (per-entry attribution inside) | + +Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) · +job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content +paraphrased with source URLs — never copied · external AI skills are +linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md). diff --git a/SKILL.md b/SKILL.md new file mode 100644 index 0000000..8573125 --- /dev/null +++ b/SKILL.md @@ -0,0 +1,81 @@ +--- +name: picture-archiving-and-communication-systems-administrator +description: "Occupational skill for the role 'picture archiving and communication systems administrator' (also: administrator of PACS, PACS manager, PACS administrator, PACS interface analyst, PACS administration manager, PACS system analyst). Use when the user asks for typical picture archiving and communication systems administrator work such as: Assign the patient to diagnosis-related groups (DRGs), using appropriate computer software.; Compile and maintain patients' medical records to document condition and treatment and to provide data for research or cost control and care improvement efforts.; Consult classification manuals to locate information about disease processes." +--- + +# Picture Archiving And Communication Systems Administrator + +Picture archiving and communication systems administrators manage picture archiving and communication systems (PACS). They store images taken by various types of medical equipment, such as X-rays, in order to enable easy access to these images for medical. PACS administrators ensure the day-to-day management and maintenance of the system. + +## Core workflow + +1. Assign the patient to diagnosis-related groups (DRGs), using appropriate computer software. +2. Compile and maintain patients' medical records to document condition and treatment and to provide data for research or cost control and care improvement efforts. +3. Consult classification manuals to locate information about disease processes. +4. Enter data, such as demographic characteristics, history and extent of disease, diagnostic procedures, or treatment into computer. +5. Identify, compile, abstract, and code patient data, using standard classification systems. +6. Maintain or operate a variety of health record indexes or storage and retrieval systems to collect, classify, store, or analyze information. +7. Post medical insurance billings. +8. Process and prepare business or government forms. + +## 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) + +- administer ICT system +- apply company policies +- archive healthcare users' records +- attend to ICT systems quality +- communicate in healthcare +- computer science +- data protection +- empathise with the healthcare user +- health records management +- interact with healthcare users +- maintain ICT system +- manage radiology information system +- medical informatics +- medical terminology +- project management + +## Hot technologies + +- IBM SPSS Statistics +- SAS +- Tableau +- Teradata Database +- Microsoft SQL Server Reporting Services SSRS +- Microsoft Access +- Microsoft SQL Server +- Structured query language SQL +- Microsoft Visual Basic +- Microsoft SharePoint + + + + +## Hot technologies + +Top tools from 61 gated job ads (see references/market.md, as of 2026-07-18): + +- PACS — 26 % +- Picture Archiving and Communication System (PACS) — 20 % +- RIS — 15 % +- Sectra PACS — 11 % +- SQL — 11 % +- dicom — 8 % +- eRAD — 8 % +- hl7 — 8 % +- Windows Server — 8 % +- GE PACS — 7 % + + + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/32ac76f6-20a0-469e-8cac-e68634087dd3), O*NET 30.3 (29-2072.00). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..c11aa8b --- /dev/null +++ b/manifest.json @@ -0,0 +1,286 @@ +{ + "name": "picture-archiving-and-communication-systems-administrator", + "title": "picture archiving and communication systems administrator", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/32ac76f6-20a0-469e-8cac-e68634087dd3", + "esco_code": "3252.3", + "isco_group": "3252", + "onet_soc": "29-2072.00", + "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": 17, + "dwas": 16, + "skills_essential": 16, + "skills_optional": 14, + "software": 109 + }, + "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 + }, + "coreyhaines31/marketingskills": { + "repo": "https://github.com/coreyhaines31/marketingskills", + "commit": "33218ff", + "license": "MIT", + "skills": 5 + }, + "resend/resend-skills": { + "repo": "https://github.com/resend/resend-skills", + "commit": "2caefff", + "license": "MIT", + "skills": 5 + }, + "ruvnet/claude-code-flow": { + "repo": "https://github.com/ruvnet/claude-code-flow", + "commit": "73914bd", + "license": "MIT", + "skills": 2 + }, + "ruvnet/ruflo": { + "repo": "https://github.com/ruvnet/ruflo", + "commit": "73914bd", + "license": "MIT", + "skills": 2 + }, + "davila7/claude-code-templates": { + "repo": "https://github.com/davila7/claude-code-templates", + "commit": "fa79251", + "license": "MIT", + "skills": 4 + }, + "basicmachines-co/basic-memory": { + "repo": "https://github.com/basicmachines-co/basic-memory", + "commit": "53da71c", + "license": "custom (see upstream LICENSE)", + "skills": 1 + }, + "vibeeval/vibecosystem": { + "repo": "https://github.com/vibeeval/vibecosystem", + "commit": "cea9462", + "license": "MIT", + "skills": 1 + }, + "parcadei/Continuous-Claude-v3": { + "repo": "https://github.com/parcadei/Continuous-Claude-v3", + "commit": "d07ff4b", + "license": "MIT", + "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 + }, + "jeremylongshore/claude-code-plugins-plus-skills": { + "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills", + "commit": "e112938a", + "license": "MIT", + "skills": 12 + }, + "aaron-he-zhu/aaron-marketing-skills": { + "repo": "https://github.com/aaron-he-zhu/aaron-marketing-skills", + "commit": "b7b0b9f", + "license": "Apache-2.0", + "skills": 1 + }, + "samber/cc-skills-golang": { + "repo": "https://github.com/samber/cc-skills-golang", + "commit": "4881c01", + "license": "MIT", + "skills": 1 + }, + "affaan-m/everything-claude-code": { + "repo": "https://github.com/affaan-m/everything-claude-code", + "commit": "ed38744", + "license": "MIT", + "skills": 2 + }, + "brycewang-stanford/Auto-Empirical-Research-Skills": { + "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills", + "commit": "85bf545", + "license": "CC-BY-4.0", + "skills": 3 + }, + "a5c-ai/babysitter": { + "repo": "https://github.com/a5c-ai/babysitter", + "commit": "44a5d58b", + "license": "MIT", + "skills": 3 + }, + "mukul975/Anthropic-Cybersecurity-Skills": { + "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills", + "commit": "673da1f", + "license": "Apache-2.0", + "skills": 10 + }, + "rampstackco/claude-skills": { + "repo": "https://github.com/rampstackco/claude-skills", + "commit": "bc6d961", + "license": "MIT", + "skills": 1 + }, + "DheerG/swarms": { + "repo": "https://github.com/DheerG/swarms", + "commit": "617900e", + "license": "MIT", + "skills": 2 + }, + "Chachamaru127/claude-code-harness": { + "repo": "https://github.com/Chachamaru127/claude-code-harness", + "commit": "9851b1a", + "license": "custom (see upstream LICENSE)", + "skills": 1 + }, + "OpenSenseNova/SenseNova-Skills": { + "repo": "https://github.com/OpenSenseNova/SenseNova-Skills", + "commit": "d8bb438", + "license": "MIT", + "skills": 1 + }, + "KKKKhazix/khazix-skills": { + "repo": "https://github.com/KKKKhazix/khazix-skills", + "commit": "fcba3ad", + "license": "MIT", + "skills": 1 + }, + "eduardo-sl/go-agent-skills": { + "repo": "https://github.com/eduardo-sl/go-agent-skills", + "commit": "3c45d7f", + "license": "MIT", + "skills": 1 + }, + "jabrena/plinth": { + "repo": "https://github.com/jabrena/plinth", + "commit": "065eae8", + "license": "Apache-2.0", + "skills": 1 + }, + "mohitagw15856/pm-claude-skills": { + "repo": "https://github.com/mohitagw15856/pm-claude-skills", + "commit": "876fa30", + "license": "MIT", + "skills": 1 + }, + "sgcarstrends/backend": { + "repo": "https://github.com/sgcarstrends/backend", + "commit": "7231cbc", + "license": "MIT", + "skills": 1 + }, + "wanshuiyin/Auto-claude-code-research-in-sleep": { + "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep", + "commit": "eb5c9d7", + "license": "MIT", + "skills": 1 + }, + "awrshift/claude-memory-kit": { + "repo": "https://github.com/awrshift/claude-memory-kit", + "commit": "4039315", + "license": "MIT", + "skills": 1 + }, + "davepoon/buildwithclaude": { + "repo": "https://github.com/davepoon/buildwithclaude", + "commit": "3c94e0c", + "license": "MIT", + "skills": 1 + }, + "JasonColapietro/suede-creator-skills": { + "repo": "https://github.com/JasonColapietro/suede-creator-skills", + "commit": "0dc2aef", + "license": "MIT", + "skills": 1 + }, + "infrasity-labs/dev-gtm-claude-skills": { + "repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills", + "commit": "02cfefb", + "license": "MIT", + "skills": 1 + }, + "gooseworks-ai/goose-skills": { + "repo": "https://github.com/gooseworks-ai/goose-skills", + "commit": "94ec916", + "license": "no explicit license \u2014 referenced by link only", + "skills": 1 + }, + "egorfedorov/claude-context-optimizer": { + "repo": "https://github.com/egorfedorov/claude-context-optimizer", + "commit": "c604d3a", + "license": "MIT", + "skills": 1 + }, + "nexscope-ai/eCommerce-Skills": { + "repo": "https://github.com/nexscope-ai/eCommerce-Skills", + "commit": "56f3288", + "license": "MIT", + "skills": 1 + } + }, + "total_skills": 80, + "tiers": { + "core": 51, + "adjacent": 29 + } + }, + "provenance": { + "items": { + "esco": 31, + "onet": 143, + "jobads": 155, + "wiki_ai": 0, + "anthropic": 5, + "ai_skills": 183, + "stackx": 0 + }, + "share_percent": { + "esco": 6.0, + "onet": 27.7, + "jobads": 30.0, + "wiki_ai": 0.0, + "anthropic": 1.0, + "ai_skills": 35.4, + "stackx": 0.0 + }, + "method": "content items per source category" + }, + "collar": "white", + "computer_work": true +} \ No newline at end of file diff --git a/references/ai-skills.md b/references/ai-skills.md new file mode 100644 index 0000000..c6d3b37 --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,386 @@ +# External AI agent skills — picture-archiving-and-communication-systems-administrator + +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 | +|---|---|---|---| +| `linker-script` | core | GNU linker script generation and optimization for embedded systems. Expert skill for memory layout definition, section placement, multi-image linking, and memory protection configuration. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/embedded-systems/skills/linker-script) | +| `opex-program-designer` | core | Operational Excellence program design skill with governance structure, methodology deployment, and capability building | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/operations/skills/opex-program-designer) | +| `session-memory` | adjacent | Mandatory memory persistence system across session resets using three markdown surfaces in .claude/cc10x/. Iron law - every workflow must load at start and update at end. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/cc10x/skills/session-memory) | + +## Source: aaron-he-zhu/aaron-marketing-skills + +- Repository: [https://github.com/aaron-he-zhu/aaron-marketing-skills](https://github.com/aaron-he-zhu/aaron-marketing-skills) (commit `b7b0b9f`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `memory-management` | core | Use when the user asks to "remember project context", review saved findings, initialize runtime memory, archive stale work, reconcile notes, or erase a subject; manages authorized HOT/WARM/COLD working memory across all disciplines while … | [source](https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/b7b0b9f/protocol/memory-management) | + +## 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 | +|---|---|---|---| +| `knowledge-ops` | core | Knowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector stores, Git repos). Use when the user wants to save, organize, sync, deduplicate, or search across their knowledge … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/knowledge-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: awrshift/claude-memory-kit + +- Repository: [https://github.com/awrshift/claude-memory-kit](https://github.com/awrshift/claude-memory-kit) (commit `4039315`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `tour` | adjacent | Interactive walkthrough of the Memory Kit system using the user's actual project files | [source](https://github.com/awrshift/claude-memory-kit/tree/4039315/.claude/skills/tour) | + +## 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-tasks` | core | 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) | + +## 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 | +|---|---|---|---| +| `hud` | core | Diverga HUD (Heads-Up Display) management skill. Configure and manage the research project statusline display. Supports multiple presets: research, checkpoint, memory, minimal. Triggers: "hud", "statusline", "display settings | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/25-HosungYou-Diverga/skills/hud) | +| `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) | +| `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) | + +## Source: Chachamaru127/claude-code-harness + +- Repository: [https://github.com/Chachamaru127/claude-code-harness](https://github.com/Chachamaru127/claude-code-harness) (commit `9851b1a`, retrieved 2026-07-14) +- License: custom (see upstream LICENSE) + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `memory` | core | Manage SSOT, memory, and cross-tool memory search. Guardian of decisions.md and patterns.md. Use when user mentions memory, SSOT, decisions.md, patterns.md, merging, migration, SSOT promotion, sync memory, save learnings, memory search, … | [source](https://github.com/Chachamaru127/claude-code-harness/tree/9851b1a/codex/.codex/skills/memory) | + +## 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 | +|---|---|---|---| +| `ops-speedup` | adjacent | Cross-platform, hardware-adaptive system optimizer. Auto-detects macOS / Linux / WSL / Windows (MINGW/Cygwin/MSYS2) and CPU/RAM/disk/GPU profile, then picks the right cleanup strategy. Scans reclaimable disk space, memory pressure, runaway … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/claude-ops/skills/ops-speedup) | + +## 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 | +|---|---|---|---| +| `agent-memory-mcp` | core | A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions). | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/agent-memory-mcp) | +| `get-available-resources` | core | This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/get-available-resources) | +| `it-operations` | core | 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) | +| `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) | + +## Source: DheerG/swarms + +- Repository: [https://github.com/DheerG/swarms](https://github.com/DheerG/swarms) (commit `617900e`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `workflow-rules` | core | Returns the universal governance spec for swarm team runs — hard rules, briefing templates, gate presentation contract, launch mechanics, and pulse setup. The canonical source: invoked by launch.md at Step 1 and by user-authored shortcut … | [source](https://github.com/DheerG/swarms/tree/617900e/skills/workflow-rules) | +| `audit-context` | core | Evaluates ambient context artifacts (CLAUDE.md, memory, local skills, settings hooks) for compatibility with swarm governance. Returns a classified report so users can address interference before launching a team. | [source](https://github.com/DheerG/swarms/tree/617900e/skills/audit-context) | + +## Source: eduardo-sl/go-agent-skills + +- Repository: [https://github.com/eduardo-sl/go-agent-skills](https://github.com/eduardo-sl/go-agent-skills) (commit `3c45d7f`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `go-troubleshooting` | core | Diagnose runtime problems in Go programs: panics and stack traces, deadlocks, goroutine leaks, memory leaks, OOM kills, race reports, and debugging with delve and pprof. Use when: "debug this panic", "read this stack trace", "deadlock", … | [source](https://github.com/eduardo-sl/go-agent-skills/tree/3c45d7f/skills/(safety)/go-troubleshooting) | + +## 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: 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 | +|---|---|---|---| +| `get-available-resources` | core | This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/get-available-resources) | +| `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) | + +## Source: gooseworks-ai/goose-skills + +- Repository: [https://github.com/gooseworks-ai/goose-skills](https://github.com/gooseworks-ai/goose-skills) (commit `94ec916`, retrieved 2026-07-14) +- License: no explicit license — referenced by link only + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `meeting-brief` | adjacent | Daily meeting preparation system that checks your calendar each morning, deeply researches external attendees (LinkedIn, company info, GitHub, past notes), and sends you personalized briefs via email (1 per person). Use when you want … | [source](https://github.com/gooseworks-ai/goose-skills/tree/94ec916/skills/sales/composites/meeting-brief) | + +## Source: infrasity-labs/dev-gtm-claude-skills + +- Repository: [https://github.com/infrasity-labs/dev-gtm-claude-skills](https://github.com/infrasity-labs/dev-gtm-claude-skills) (commit `02cfefb`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `inbox` | adjacent | Email triage system that handles both one-time setup and recurring triage in a single skill. Auto-detects state: if no knowledge base exists at ${WORKSPACE}/Email/, runs an 8-section onboarding interview (grill-me discipline, one question … | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/inbox) | + +## Source: jabrena/plinth + +- Repository: [https://github.com/jabrena/plinth](https://github.com/jabrena/plinth) (commit `065eae8`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `511-frameworks-micronaut-jdbc` | core | Use when you need programmatic JDBC in Micronaut — pooled DataSource, parameterized SQL, io.micronaut.transaction.annotation.Transactional, batching, and domain exception translation. This should trigger for requests such as Review JDBC or … | [source](https://github.com/jabrena/plinth/tree/065eae8/skills/511-frameworks-micronaut-jdbc) | + +## 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 | +|---|---|---|---| +| `twinmind-data-handling` | core | Handle TwinMind meeting data with GDPR compliance: transcript storage, memory vault management, data export, and deletion policies. Use when implementing data handling, or managing TwinMind meeting AI operations. Trigger with phrases like … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/twinmind-pack/skills/twinmind-data-handling) | +| `notion-load-scale` | core | High-volume Notion operations: parallel requests within 3 req/sec, worker queues, database pagination at scale, incremental sync for large workspaces, and memory management for bulk operations. Trigger with phrases like "notion scale", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/notion-pack/skills/notion-load-scale) | +| `instantly-core-workflow-b` | core | Manage Instantly.ai email account warmup, analytics, and deliverability. Use when enabling warmup, monitoring sender reputation, pulling analytics, or troubleshooting deliverability issues. Trigger with phrases like "instantly warmup", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/instantly-pack/skills/instantly-core-workflow-b) | +| `assemblyai-core-workflow-a` | core | Execute AssemblyAI primary workflow: async transcription with audio intelligence. Use when transcribing audio/video files, enabling speaker diarization, sentiment analysis, entity detection, PII redaction, or content moderation. Trigger … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/assemblyai-pack/skills/assemblyai-core-workflow-a) | +| `clickhouse-common-errors` | core | Diagnose and fix the top 15 ClickHouse errors \u2014 query failures,\ \ insert problems,\nmemory limits, and merge issues.\nUse when encountering ClickHouse\ \ exceptions, debugging failed queries,\nor troubleshooting server-side … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/clickhouse-pack/skills/clickhouse-common-errors) | +| `excel-variance-analyzer` | core | Analyze budget vs actual variances in Excel with drill-down and root cause analysis. Use when performing variance analysis or explaining budget differences. Trigger with phrases like ''excel variance'', ''analyze budget variance'', … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/business-tools/excel-analyst-pro/skills/excel-variance-analyzer) | +| `detecting-memory-leaks` | core | Detect potential memory leaks and analyze memory usage patterns in code. Use when troubleshooting performance issues related to memory growth or identifying leak sources. Trigger with phrases like "detect memory leaks", "analyze memory … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/performance/memory-leak-detector/skills/detecting-memory-leaks) | +| `gamma-migration-deep-dive` | core | Deep dive into migrating to Gamma from other presentation platforms. Use when migrating from PowerPoint, Google Slides, Canva, or other presentation tools to Gamma. Trigger with phrases like "gamma migration", "migrate to gamma", "gamma … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/gamma-pack/skills/gamma-migration-deep-dive) | +| `instantly-migration-deep-dive` | core | Execute complex Instantly.ai migration strategies for platform changes. Use when migrating between cold email platforms, consolidating workspaces, or re-architecting outreach infrastructure around Instantly. Trigger with phrases like … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/instantly-pack/skills/instantly-migration-deep-dive) | +| `maintainx-migration-deep-dive` | core | Execute complete platform migrations to or from MaintainX. Use when migrating from legacy CMMS systems, performing major re-platforming, or transitioning to MaintainX from spreadsheets or other tools. Trigger with phrases like "migrate to … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/maintainx-pack/skills/maintainx-migration-deep-dive) | +| `replit-advanced-troubleshooting` | core | Debug hard Replit issues: container lifecycle, Nix build failures, deployment crashes, and memory leaks. Use when standard troubleshooting fails, investigating intermittent failures, or diagnosing complex Replit platform behavior. Trigger … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/replit-pack/skills/replit-advanced-troubleshooting) | +| `deepgram-migration-deep-dive` | core | Deep dive into migrating to Deepgram from other transcription providers. Use when migrating from AWS Transcribe, Google Cloud STT, Azure Speech, OpenAI Whisper, AssemblyAI, or Rev.ai to Deepgram. Trigger: "deepgram migration", "switch to … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/deepgram-pack/skills/deepgram-migration-deep-dive) | + +## 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 | +|---|---|---|---| +| `get-available-resources` | core | This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/get-available-resources) | +| `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) | + +## 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 | +|---|---|---|---| +| `get-available-resources` | core | This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/get-available-resources) | +| `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) | + +## Source: KKKKhazix/khazix-skills + +- Repository: [https://github.com/KKKKhazix/khazix-skills](https://github.com/KKKKhazix/khazix-skills) (commit `fcba3ad`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `neat-freak` | core | Knowledge and governance closeout: reconcile project docs, rule files (CLAUDE.md/AGENTS.md), authorized agent memory, and workspace residue with what the code and runtime actually do, so the next session or the next person starts from one … | [source](https://github.com/KKKKhazix/khazix-skills/tree/fcba3ad/neat-freak) | + +## 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 | +|---|---|---|---| +| `board-minutes` | core | Write formal board meeting minutes from an agenda, notes, transcript, or discussion summary. Use when asked to draft board minutes, governance minutes, meeting minutes for a board, or a formal record of decisions and actions. Produces … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-business/skills/board-minutes) | + +## 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) | +| `analyzing-office365-audit-logs-for-compromise` | core | Parse Office 365 Unified Audit Logs via Microsoft Graph API to detect email forwarding rule creation, inbox delegation, suspicious OAuth app grants, and other indicators of account compromise. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-office365-audit-logs-for-compromise) | +| `detecting-spearphishing-with-email-gateway` | core | Spearphishing targets specific individuals using personalized, researched content that bypasses generic spam filters. Email security gateways (SEGs) like Microsoft Defender for Office 365, Proofpoint, | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/detecting-spearphishing-with-email-gateway) | +| `implementing-proofpoint-email-security-gateway` | core | Deploy and configure Proofpoint Email Protection as a secure email gateway to detect and block phishing, malware, BEC, and spam before messages reach user inboxes. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/implementing-proofpoint-email-security-gateway) | +| `implementing-email-sandboxing-with-proofpoint` | core | Email sandboxing detonates suspicious attachments and URLs in isolated environments to detect zero-day malware and evasive phishing payloads. Proofpoint Targeted Attack Protection (TAP) is an industry | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/implementing-email-sandboxing-with-proofpoint) | +| `implementing-memory-protection-with-dep-aslr` | core | Implements memory protection mechanisms including DEP (Data Execution Prevention), ASLR (Address Space Layout Randomization), CFG (Control Flow Guard), and other exploit mitigations to prevent memory corruption attacks. Use when hardening … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/implementing-memory-protection-with-dep-aslr) | +| `implementing-mimecast-targeted-attack-protection` | core | Deploy Mimecast Targeted Threat Protection including URL Protect, Attachment Protect, Impersonation Protect, and Internal Email Protect to defend against advanced phishing and spearphishing attacks. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/implementing-mimecast-targeted-attack-protection) | +| `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-linux-kernel-rootkits` | adjacent | Detect kernel-level rootkits in Linux memory dumps using Volatility3 linux plugins (check_syscall, lsmod, hidden_modules), rkhunter system scanning, and /proc vs /sys discrepancy analysis to identify hooked syscalls, hidden kernel modules, … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-linux-kernel-rootkits) | +| `collecting-volatile-evidence-from-compromised-host` | adjacent | Collect volatile forensic evidence from a compromised system following order of volatility, preserving memory, network connections, processes, and system state before they are lost. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/collecting-volatile-evidence-from-compromised-host) | + +## Source: nexscope-ai/eCommerce-Skills + +- Repository: [https://github.com/nexscope-ai/eCommerce-Skills](https://github.com/nexscope-ai/eCommerce-Skills) (commit `56f3288`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `ecommerce-email-marketing-builder` | adjacent | E-commerce email marketing system builder. Creates complete email automation flows with full copywriting, subject lines, ESP setup instructions, segmentation rules, and annual campaign calendars. Generates copy-paste-ready email sequences … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/ecommerce-email-marketing-builder) | + +## Source: OpenSenseNova/SenseNova-Skills + +- Repository: [https://github.com/OpenSenseNova/SenseNova-Skills](https://github.com/OpenSenseNova/SenseNova-Skills) (commit `d8bb438`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `sn-da-large-file-analysis` | core | 万行以上 Excel 数据集的高性能分析引擎。提供 openpyxl read_only 流式读取（iter_rows 支持 10 万行以上）、Parquet 转换加速、内存优化、分块处理和大文件写入模式。**遇到以下任一情况就主动使用本 skill**：①数据行数 ≥ 10k（由 sn-da-excel-workflow 的行数评估步骤触发）；②用户出现触发词：大文件 / 大数据量 / 性能优化 / 内存不足 / OOM / 百万行 / 十万行 / 流式读取 / … | [source](https://github.com/OpenSenseNova/SenseNova-Skills/tree/d8bb438/skills/sn-da-large-file-analysis) | + +## 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` | core | System health check (MOT) for skills, agents, hooks, and memory | [source](https://github.com/parcadei/Continuous-Claude-v3/tree/d07ff4b/.claude/skills/mot) | +| `system-overview` | adjacent | Show users how Continuous Claude works - the opinionated setup with hooks, memory, and coordination | [source](https://github.com/parcadei/Continuous-Claude-v3/tree/d07ff4b/.claude/skills/system_overview) | + +## Source: rampstackco/claude-skills + +- Repository: [https://github.com/rampstackco/claude-skills](https://github.com/rampstackco/claude-skills) (commit `bc6d961`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `content-strategy` | core | Develop a content strategy covering editorial positioning, content pillars, formats, calendar, governance, and topical authority planning. Use this skill whenever the user wants to plan a content program, define content pillars, build an … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/content-strategy) | + +## Source: 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 | +|---|---|---|---| +| `memory-management` | core | AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management. Use when: need to store successful patterns, … | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/.agents/skills/memory-management) | +| `AgentDB Memory Patterns` | core | Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants. | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/.agents/skills/agentdb-memory-patterns) | + +## 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 | +|---|---|---|---| +| `memory-management` | core | AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management. Use when: need to store successful patterns, … | [source](https://github.com/ruvnet/ruflo/tree/73914bd/.agents/skills/memory-management) | +| `AgentDB Memory Patterns` | core | Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants. | [source](https://github.com/ruvnet/ruflo/tree/73914bd/.agents/skills/agentdb-memory-patterns) | + +## 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: sgcarstrends/backend + +- Repository: [https://github.com/sgcarstrends/backend](https://github.com/sgcarstrends/backend) (commit `7231cbc`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `agent-email-inbox` | adjacent | Use when building any system where email content triggers actions — AI agent inboxes, automated support handlers, email-to-task pipelines, or any workflow processing untrusted inbound email. Always use this skill when the user wants to … | [source](https://github.com/sgcarstrends/backend/tree/7231cbc/.agents/skills/agent-email-inbox) | + +## 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` | core | 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 | +|---|---|---|---| +| `system-profile` | adjacent | Profile a target (script, process, GPU, memory, interconnect) for performance analysis. Use when user says \"profile\", \"benchmark\", \"bottleneck\", or wants performance analysis. | [source](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/eb5c9d7/skills/skills-codex/system-profile) | + +## Source: coreyhaines31/marketingskills + +- Repository: [https://github.com/coreyhaines31/marketingskills](https://github.com/coreyhaines31/marketingskills) (commit `33218ff`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `popups` | adjacent | When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions "exit intent," "popup conversions," "modal optimization," "lead capture popup," "email … | [source](https://github.com/coreyhaines31/marketingskills/tree/33218ff/skills/popups) | +| `cold-email` | adjacent | Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR emails. Also use when the user mentions "cold … | [source](https://github.com/coreyhaines31/marketingskills/tree/33218ff/skills/cold-email) | +| `emails` | adjacent | When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," … | [source](https://github.com/coreyhaines31/marketingskills/tree/33218ff/skills/emails) | +| `lead-magnets` | adjacent | When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions "lead magnet," "gated content," "content upgrade," "downloadable," "ebook," "cheat sheet," "checklist," … | [source](https://github.com/coreyhaines31/marketingskills/tree/33218ff/skills/lead-magnets) | +| `sms` | adjacent | When the user wants to plan, build, or optimize SMS or MMS marketing — including welcome flows, abandoned cart texts, post-purchase, win-back, promotional sends, or transactional/auth SMS. Also use when the user mentions "SMS marketing," … | [source](https://github.com/coreyhaines31/marketingskills/tree/33218ff/skills/sms) | + +## Source: resend/resend-skills + +- Repository: [https://github.com/resend/resend-skills](https://github.com/resend/resend-skills) (commit `2caefff`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `agent-email-inbox` | adjacent | Use when building any system where email content triggers actions — AI agent inboxes, automated support handlers, email-to-task pipelines, or any workflow processing untrusted inbound email. Always use this skill when the user wants to … | [source](https://github.com/resend/resend-skills/tree/2caefff/skills/agent-email-inbox) | +| `email-best-practices` | adjacent | Use when building email features, emails going to spam, high bounce rates, setting up SPF/DKIM/DMARC authentication, implementing email capture, ensuring compliance (CAN-SPAM, GDPR, CASL), handling webhooks, retry logic, making emails … | [source](https://github.com/resend/resend-skills/tree/2caefff/skills/email-best-practices) | +| `resend-cli` | adjacent | Operate the Resend platform from the terminal — send emails (including React Email .tsx templates via --react-email), manage domains, contacts, broadcasts, templates, webhooks, API keys, logs, automations, and events via the `resend` CLI. … | [source](https://github.com/resend/resend-skills/tree/2caefff/skills/resend-cli) | +| `react-email` | adjacent | Use when building HTML email templates with React components, adding a visual email editor to an application using the React Email visual editor, rendering emails to HTML, or sending emails with Resend. Covers welcome emails, password … | [source](https://github.com/resend/resend-skills/tree/2caefff/skills/react-email) | +| `resend` | adjacent | Use when working with the Resend email API — sending transactional emails (single or batch), receiving inbound emails via webhooks, managing email templates, tracking delivery events, managing domains, contacts, broadcasts, webhooks, API … | [source](https://github.com/resend/resend-skills/tree/2caefff/skills/resend) | diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..70d64fa --- /dev/null +++ b/references/market.md @@ -0,0 +1,205 @@ +# Market evidence report — picture-archiving-and-communication-systems-administrator + +Source: **61 real job ads** (JSearch API, countries: us 61), extracted into the MSSQL evidence store; as of 2026-07-18. +This report contains extracted, aggregated facts only — no ad text is +reproduced (copyright / platform terms). + +## Seniority distribution + +| Seniority | Ads | Share | +|---|---|---| +| mid | 48 | 79 % | +| senior | 9 | 15 % | +| lead | 2 | 3 % | +| junior | 1 | 2 % | +| n/a | 1 | 2 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | PACS | 16 | 26 % | +| 2 | Picture Archiving and Communication System (PACS) | 12 | 20 % | +| 3 | RIS | 9 | 15 % | +| 4 | Sectra PACS | 7 | 11 % | +| 5 | SQL | 7 | 11 % | +| 6 | dicom | 5 | 8 % | +| 7 | eRAD | 5 | 8 % | +| 8 | hl7 | 5 | 8 % | +| 9 | Windows Server | 5 | 8 % | +| 10 | GE PACS | 4 | 7 % | +| 11 | Microsoft Office | 3 | 5 % | +| 12 | VNA | 3 | 5 % | + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | pacs administration | 32 | 52 % | +| 2 | troubleshooting | 23 | 38 % | +| 3 | user training | 12 | 20 % | +| 4 | system implementation | 10 | 16 % | +| 5 | system integration | 9 | 15 % | +| 6 | system troubleshooting | 9 | 15 % | +| 7 | workflow analysis | 9 | 15 % | +| 8 | data integrity management | 8 | 13 % | +| 9 | workflow optimization | 7 | 11 % | +| 10 | data migration | 6 | 10 % | +| 11 | storage management | 6 | 10 % | +| 12 | system maintenance | 6 | 10 % | +| 13 | system optimization | 6 | 10 % | +| 14 | clinical operations | 5 | 8 % | +| 15 | database management | 5 | 8 % | +| 16 | disaster recovery planning | 5 | 8 % | +| 17 | image routing | 5 | 8 % | +| 18 | network configuration | 5 | 8 % | +| 19 | radiology workflows | 5 | 8 % | +| 20 | system administration | 5 | 8 % | +| 21 | system monitoring | 5 | 8 % | +| 22 | compliance management | 4 | 7 % | +| 23 | dicom support | 4 | 7 % | +| 24 | image workflow management | 4 | 7 % | +| 25 | networking | 4 | 7 % | +| 26 | regulatory compliance | 4 | 7 % | +| 27 | ris administration | 4 | 7 % | +| 28 | system documentation | 4 | 7 % | +| 29 | virtualization | 4 | 7 % | +| 30 | application management | 3 | 5 % | +| 31 | compliance monitoring | 3 | 5 % | +| 32 | database querying | 3 | 5 % | +| 33 | digital imaging | 3 | 5 % | +| 34 | incident resolution | 3 | 5 % | +| 35 | project coordination | 3 | 5 % | +| 36 | security management | 3 | 5 % | +| 37 | service request fulfillment | 3 | 5 % | +| 38 | systems administration | 3 | 5 % | +| 39 | workflow configuration | 3 | 5 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | hipaa compliance | 6 | 10 % | +| 2 | disaster recovery planning | 4 | 7 % | +| 3 | business continuity processes | 3 | 5 % | +| 4 | imaging standards compliance | 3 | 5 % | +| 5 | offshoring | 3 | 5 % | +| 6 | root cause analysis | 3 | 5 % | + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | system maintenance | 12 | 20 % | +| 2 | system support | 8 | 13 % | +| 3 | technical support | 6 | 10 % | +| 4 | user training | 6 | 10 % | +| 5 | vendor coordination | 6 | 10 % | +| 6 | design participation | 5 | 8 % | +| 7 | recommendation provision | 5 | 8 % | +| 8 | system health oversight | 5 | 8 % | +| 9 | workflow evaluation | 5 | 8 % | +| 10 | advocacy for radiology operations | 4 | 7 % | +| 11 | critical issue resolution | 4 | 7 % | +| 12 | end-user training | 4 | 7 % | +| 13 | interface management | 4 | 7 % | +| 14 | issue escalation | 4 | 7 % | +| 15 | junior staff mentoring | 4 | 7 % | +| 16 | pacs maintenance | 4 | 7 % | +| 17 | technical support provision | 4 | 7 % | +| 18 | vendor relationship management | 4 | 7 % | +| 19 | workflow subject matter expertise | 4 | 7 % | +| 20 | application configuration | 3 | 5 % | +| 21 | client stakeholder communication | 3 | 5 % | +| 22 | complex configuration implementation | 3 | 5 % | +| 23 | data validation | 3 | 5 % | +| 24 | digital image storage management | 3 | 5 % | +| 25 | image routing monitoring | 3 | 5 % | +| 26 | offshore team coordination | 3 | 5 % | +| 27 | pacs performance monitoring | 3 | 5 % | +| 28 | pacs system maintenance | 3 | 5 % | +| 29 | software upgrades | 3 | 5 % | +| 30 | system monitoring | 3 | 5 % | +| 31 | system optimization | 3 | 5 % | +| 32 | system upgrades | 3 | 5 % | +| 33 | user access control | 3 | 5 % | +| 34 | user access management | 3 | 5 % | +| 35 | vendor collaboration | 3 | 5 % | +| 36 | vendor liaison | 3 | 5 % | + +## Regional breakdown + +> **Corpus note:** 61 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative. + +### US (us) + +61 ads. + +**Top hard skills:** + +- pacs administration — 52 % (32 ads) +- troubleshooting — 38 % (23 ads) +- user training — 20 % (12 ads) +- system implementation — 16 % (10 ads) +- system integration — 15 % (9 ads) +- system troubleshooting — 15 % (9 ads) +- workflow analysis — 15 % (9 ads) +- data integrity management — 13 % (8 ads) +- workflow optimization — 11 % (7 ads) +- data migration — 10 % (6 ads) + +**Top tools:** + +- PACS — 26 % (16 ads) +- Picture Archiving and Communication System (PACS) — 20 % (12 ads) +- RIS — 15 % (9 ads) +- Sectra PACS — 11 % (7 ads) +- SQL — 11 % (7 ads) +- dicom — 8 % (5 ads) +- eRAD — 8 % (5 ads) +- hl7 — 8 % (5 ads) +- Windows Server — 8 % (5 ads) +- GE PACS — 7 % (4 ads) + +**Seniority:** mid 79 % · senior 15 % · lead 3 % · junior 2 % · n/a 2 % + +### 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 | +|---|---| +| PACS Administrator | 13 | +| Picture Archiving And Communication System Administrator | 10 | +| IT PACS Sr Systems Administrator | 3 | +| IT PACS Administrator | 2 | +| IT PACS Systems Administrator | 2 | +| Associate Systems Administrator (Part-Time) - Radiology, PACS | 1 | +| Diagnostic Radiologic Technologist-Picture Archival Communication System (PACS) | 1 | +| Digital Imaging PACS Administrator 6116810 | 1 | +| Digital Imaging PACS Administrator 6116811 | 1 | +| Digital Imaging Radiology PACS Administrator 6116808 | 1 | +| Healthcare IT systems Administrator (PACS/RIS) | 1 | +| IT PACS Systems Administrator Associate | 1 | +| Junior PACs Administrator | 1 | +| PACS & Imaging Systems Administrator | 1 | +| PACS Administrator (Charlotte, NC - Hybrid) | 1 | +| PACS Administrator — 24/7 Radiology IT & Training | 1 | +| Pacs Administrator - Radiology | 1 | +| PACS Administrator at VHC Health Alexandria, VA | 1 | +| PACS Administrator FT- 1.0 FTE, Night Shift, Remote Possible 21 | 1 | +| PACS Administrator III | 1 | +| PACS Administrator: Imaging Informatics & Support Lead | 1 | +| PACS Systems Administrator Imaging IT (24/7, HIPAA) | 1 | +| Picture Archiving And Communication System Administrator - Cardiology Implementations | 1 | +| Picture Archiving And Communication System Administrator at IDR Healthcare Jekyll Island, GA | 1 | +| Picture Archiving And Communication System Administrator at OnPoint Search Consultants California | 1 | + +Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold. diff --git a/references/profile.md b/references/profile.md new file mode 100644 index 0000000..8d76e78 --- /dev/null +++ b/references/profile.md @@ -0,0 +1,26 @@ +# Occupation profile — picture archiving and communication systems administrator + +- **ESCO URI:** http://data.europa.eu/esco/occupation/32ac76f6-20a0-469e-8cac-e68634087dd3 +- **ESCO code:** 3252.3 +- **ISCO-08 group:** 3252 — Medical records and health information technicians +- **O*NET-SOC:** 29-2072.00 — Medical Records Specialists (match: closeMatch) + +## Description (ESCO) + +Picture archiving and communication systems administrators manage picture archiving and communication systems (PACS). They store images taken by various types of medical equipment, such as X-rays, in order to enable easy access to these images for medical. PACS administrators ensure the day-to-day management and maintenance of the system. + +## Definition + +nan + +## Alternative labels + +- administrator of PACS +- PACS manager +- PACS administrator +- PACS interface analyst +- PACS administration manager +- PACS system analyst +- administrator of PACS system +- PACS associate +- PACS support engineer diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..2ffd74c --- /dev/null +++ b/references/skills.md @@ -0,0 +1,57 @@ +# Competences — picture archiving and communication systems administrator + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/32ac76f6-20a0-469e-8cac-e68634087dd3). + +## Essential + +- **administer ICT system** (skill/competence) +- **apply company policies** (skill/competence) +- **archive healthcare users' records** (skill/competence) +- **attend to ICT systems quality** (skill/competence) +- **communicate in healthcare** (skill/competence) +- **computer science** (knowledge) +- **data protection** (knowledge) +- **empathise with the healthcare user** (skill/competence) +- **health records management** (knowledge) +- **interact with healthcare users** (skill/competence) +- **maintain ICT system** (skill/competence) +- **manage radiology information system** (skill/competence) +- **medical informatics** (knowledge) +- **medical terminology** (knowledge) +- **project management** (knowledge) +- **use electronic health records management system** (skill/competence) + +## Optional + +- Cisco (knowledge) +- develop ICT workflow (skill/competence) +- develop professional network (skill/competence) +- human anatomy (knowledge) +- ICT system user requirements (knowledge) +- identify suppliers (skill/competence) +- implement strategic planning (skill/competence) +- manage cloud data and storage (skill/competence) +- perform clerical duties (skill/competence) +- procurement of ICT network equipment (knowledge) +- provide cost benefit analysis reports (skill/competence) +- radiological photography (knowledge) +- solve ICT system problems (skill/competence) +- supplier management (knowledge) + + + +## Market evidence (job-ad analysis, 61 ads, as of 2026-07-18) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- pacs administration — **52 %** +- troubleshooting — **38 %** +- user training — **20 %** + +### Responsibilities + +- system maintenance — **20 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..a6d041e --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,42 @@ +# Tasks & work activities — picture archiving and communication systems administrator + +Source: O*NET 30.3, occupation 29-2072.00 (Medical Records Specialists). + +## Task statements + +- **[nan]** Assign the patient to diagnosis-related groups (DRGs), using appropriate computer software. +- **[nan]** Compile and maintain patients' medical records to document condition and treatment and to provide data for research or cost control and care improvement efforts. +- **[nan]** Consult classification manuals to locate information about disease processes. +- **[nan]** Enter data, such as demographic characteristics, history and extent of disease, diagnostic procedures, or treatment into computer. +- **[nan]** Identify, compile, abstract, and code patient data, using standard classification systems. +- **[nan]** Maintain or operate a variety of health record indexes or storage and retrieval systems to collect, classify, store, or analyze information. +- **[nan]** Post medical insurance billings. +- **[nan]** Process and prepare business or government forms. +- **[nan]** Process patient admission or discharge documents. +- **[nan]** Protect the security of medical records to ensure that confidentiality is maintained. +- **[nan]** Release information to persons or agencies according to regulations. +- **[nan]** Resolve or clarify codes or diagnoses with conflicting, missing, or unclear information by consulting with doctors or others or by participating in the coding team's regular meetings. +- **[nan]** Retrieve patient medical records for physicians, technicians, or other medical personnel. +- **[nan]** Review records for completeness, accuracy, and compliance with regulations. +- **[nan]** Scan patients' health records into electronic formats. +- **[nan]** Schedule medical appointments for patients. +- **[nan]** Transcribe medical reports. + +## Detailed work activities + +- Classify materials according to standard systems. +- Code data or other information. +- Collect medical information from patients, family members, or other medical professionals. +- Communicate with management or other staff to resolve problems. +- Enter patient or treatment data into computers. +- Maintain medical facility records. +- Maintain medical or professional knowledge. +- Maintain security. +- Monitor medical facility activities to ensure adherence to standards or regulations. +- Perform clerical work in medical settings. +- Prepare official health documents or records. +- Process healthcare paperwork. +- Process medical billing information. +- Record patient medical histories. +- Schedule appointments. +- Schedule patient procedures or appointments. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..a037803 --- /dev/null +++ b/references/tools.md @@ -0,0 +1,128 @@ +# Tools & technology — picture archiving and communication systems administrator + +Source: O*NET 30.3 'Software Skills' for 29-2072.00. + +| Software | Category | Hot technology | +|---|---|---| +| IBM SPSS Statistics | Analytical or scientific software | yes | +| SAS | Analytical or scientific software | yes | +| Tableau | Business intelligence and data analysis software | yes | +| Teradata Database | Data base management system software | yes | +| Microsoft SQL Server Reporting Services SSRS | Data base reporting software | yes | +| Microsoft Access | Data base user interface and query software | yes | +| Microsoft SQL Server | Data base user interface and query software | yes | +| Structured query language SQL | Data base user interface and query software | yes | +| Microsoft Visual Basic | Development environment software | yes | +| Microsoft SharePoint | Document management software | yes | +| Microsoft Outlook | Electronic mail software | yes | +| eClinicalWorks EHR software | Medical software | yes | +| Epic Systems | Medical software | yes | +| Henry Schein Dentrix | Medical software | yes | +| MEDITECH software | Medical software | yes | +| R | Object or component oriented development software | yes | +| Microsoft Office software | Office suite software | yes | +| Microsoft Windows | Operating system software | yes | +| Microsoft PowerPoint | Presentation software | yes | +| Microsoft Visio | Process mapping and design software | yes | +| Microsoft Project | Project management software | yes | +| Microsoft Excel | Spreadsheet software | yes | +| Microsoft Word | Word processing software | yes | +| NDCMedisoft | Accounting software | | +| QMSoftware Receivables Management | Accounting software | | +| Siemens Soarian Financials | Accounting software | | +| Minitab | Analytical or scientific software | | +| StataCorp Stata | Analytical or scientific software | | +| Billing software | Billing and invoicing software | | +| IBM Cognos Impromptu | Business intelligence and data analysis software | | +| MicroStrategy | Business intelligence and data analysis software | | +| Qlik Tech QlikView | Business intelligence and data analysis software | | +| MD Synergy Medical Appointment Scheduling | Calendar and scheduling software | | +| Scheduling software | Calendar and scheduling software | | +| Siemens Soarian Scheduling | Calendar and scheduling software | | +| 3M Encoder | Categorization or classification software | | +| American Medical Association CodeManager | Categorization or classification software | | +| Computerized indexing systems | Categorization or classification software | | +| DRG grouping software | Categorization or classification software | | +| SAP Crystal Reports | Data base reporting software | | +| SoftMed ChartRelease | Data base reporting software | | +| Encoded archival system EAD | Data base user interface and query software | | +| EndoSoft | Data base user interface and query software | | +| Entity Management Software | Data base user interface and query software | | +| Fox Meadows ChartingPlus | Data base user interface and query software | | +| Purkinje Dossier | Data base user interface and query software | | +| Eko | Desktop communications software | | +| Microsoft Visual Basic Scripting Edition VBScript | Development environment software | | +| Fox Meadows Accent Data Manager | Document management software | | +| Hyland Software OnBase | Document management software | | +| IDX Systems Patient Chart Tracking | Document management software | | +| Laserfiche software | Document management software | | +| SoftMed ChartLocater | Document management software | | +| SoftMed ChartReserve | Document management software | | +| Email software | Electronic mail software | | +| Microsoft Exchange | Electronic mail software | | +| IBM InfoSphere DataStage | Enterprise application integration software | | +| Microsoft Dynamics | Enterprise resource planning ERP software | | +| SAP Business Objects | Enterprise resource planning ERP software | | +| Information Resource Products Clinical Coding Expert | Expert system software | | +| Graphics software | Graphics or photo imaging software | | +| Coding database software | Information retrieval or search software | | +| Web browser software | Internet browser software | | +| Allscripts EHR | Medical software | | +| Amazing Charts | Medical software | | +| Azalea Health Azalea EHR | Medical software | | +| ComChart EMR | Medical software | | +| Digital Imaging Communications in Medicine DICOM medical imaging software | Medical software | | +| EHS CareRevolution | Medical software | | +| Electronic medical record EMR software | Medical software | | +| Electronic medical record EMR systems | Medical software | | +| eMDs Practice Partner | Medical software | | +| e-MDs topsChart | Medical software | | +| Fox Meadows EncounterManager | Medical software | | +| GE Healthcare Logician | Medical software | | +| Greenway Medical Technologies PrimeChart | Medical software | | +| Health Care Data HealthProbe | Medical software | | +| Healthcare common procedure coding system HCPCS | Medical software | | +| HMS | Medical software | | +| Holt Systems eMedRec | Medical software | | +| IDX Systems IDXtend | Medical software | | +| LeonardoMD Renaissance | Medical software | | +| Mediasoft mediOFFICE | Medical software | | +| Medical condition coding software | Medical software | | +| Medical procedure coding software | Medical software | | +| MedicWare EMR | Medical software | | +| MedStar Systems DrWorks | Medical software | | +| NCG Medical Systems d-Chart | Medical software | | +| NextGen Healthcare Information Systems EMR | Medical software | | +| PCC EHR | Medical software | | +| PCC Pediatric Partner | Medical software | | +| PowerMed | Medical software | | +| Practice Partner Patient Records | Medical software | | +| SOAPware EMR | Medical software | | +| STAT! Systems QD Clinical | Medical software | | +| SynaMed EMR | Medical software | | +| VantageMed ChartKeeper | Medical software | | +| Visionary Medical Systems Visionary OFFICE PM | Medical software | | +| Welford Chart Notes | Medical software | | +| Quest Erwin Data Modeler | Metadata management software | | +| Virtual private networking VPN software | Network security and virtual private network VPN equipment software | | +| Corel WordPerfect Office Suite | Office suite software | | +| Scantron imaging software | Optical character reader OCR or scanning software | | +| IBM Lotus 1-2-3 | Spreadsheet software | | +| Encoder software | Transaction security and virus protection software | | +| Cyber Records MediChart Express | Voice recognition software | | +| ScanSoft Naturally Speaking | Voice recognition software | | +| Speech recognition software | Voice recognition software | | +| Voice dictation software | Voice recognition software | | + + + +## Market evidence (job-ad analysis, 61 ads, as of 2026-07-18) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Tools + +- PACS — **26 %** +- Picture Archiving and Communication System (PACS) — **20 %** + +