skills-core/optician
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

feat: optician skill package v0.1.0

Browse Source
This commit is contained in:
skillfactor-pipeline
2026-08-14 18:17:52 +02:00
commit 2ec3197328
10 changed files with 1333 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

31
PROVENANCE.md Normal file
View File

@@ -0,0 +1,31 @@
# Data provenance — optician
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 — optician
"ESCO (occupation & competences)" : 62
"O*NET (tasks & tools)" : 51
"Job boards (market evidence)" : 88
"Anthropic official Claude skills" : 5
"External AI skill packs (mapped)" : 204
```
| Source | Items | Share | Files |
|---|---|---|---|
| ESCO (occupation & competences) | 62 | 15.1 % | references/profile.md, references/skills.md |
| O*NET (tasks & tools) | 51 | 12.4 % | references/tasks.md, references/tools.md |
| Job boards (market evidence) | 88 | 21.5 % | 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 | 1.2 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
| External AI skill packs (mapped) | 204 | 49.8 % | references/ai-skills.md (per-source attribution inside) |
| Stack Exchange practitioner Q&A (CC-BY-SA) | 0 | 0.0 % | references/practitioner-qa.md (per-entry attribution inside) |
Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) ·
job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content
paraphrased with source URLs — never copied · external AI skills are
linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md).

73
SKILL.md Normal file
View File

@@ -0,0 +1,73 @@
---
name: optician
description: "Occupational skill for the role 'optician' (also: contact lens specialist, spectacle dispensing optician, dispensing optician, optician expert, qualified optician, expert optician). Use when the user asks for typical optician work such as: Examine eyes, using observation, instruments, and pharmaceutical agents, to determine visual acuity and perception, focus, and coordination and to diagnose diseases and other abnormalities, such as glaucoma or color blindness.; Analyze test results and develop a treatment plan.; Prescribe, supply, fit and adjust eyeglasses, contact lenses, and other vision aids."
---
# Optician
Opticians help to improve and correct an individual's vision. They fit spectacle lenses and frames, contact lenses, and other devices according to the specifications of the individual. Their scope of practice varies according to national regulations and they might operate according to prescriptions provided by a specialised doctor in ophthalmology or an optometrist in the countries where requested.
## Core workflow
1. Examine eyes, using observation, instruments, and pharmaceutical agents, to determine visual acuity and perception, focus, and coordination and to diagnose diseases and other abnormalities, such as glaucoma or color blindness.
2. Analyze test results and develop a treatment plan.
3. Prescribe, supply, fit and adjust eyeglasses, contact lenses, and other vision aids.
4. Prescribe medications to treat eye diseases if state laws permit.
5. Educate and counsel patients on contact lens care, visual hygiene, lighting arrangements, and safety factors.
6. Consult with and refer patients to ophthalmologist or other health care practitioner if additional medical treatment is determined necessary.
7. Remove foreign bodies from the eye.
8. Provide patients undergoing eye surgeries, such as cataract and laser vision correction, with pre- and post-operative care.
## 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)
- accept own accountability
- achieve sales targets
- adhere to organisational guidelines
- adjust eyeglasses
- advise customers on eyewear maintenance
- advise on contact lense maintenance
- advise on healthcare users' informed consent
- apply context specific clinical competences
- apply numeracy skills
- apply organisational techniques
- comply with legislation related to health care
- comply with optical prescriptions
- comply with quality standards related to healthcare practice
- contribute to continuity of health care
- cut lenses for eyeglasses
## Hot technologies
- Intuit QuickBooks
- Microsoft Access
- Microsoft SQL Server
- Apple Safari
- Microsoft Edge
- Mozilla Firefox
- Microsoft Excel
- Microsoft Word
<!-- hot-tech -->
## Hot technologies
Top tools from 41 gated job ads (see references/market.md, as of 2026-07-18):
- frame warmer — 17 %
- pupilometer — 17 %
- computer — 15 %
- practice management system — 7 %
<!-- hot-tech -->
---
*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/6e0e068b-cd5c-4400-8899-54056087fa14), O*NET 30.3 (29-1041.00). See manifest.json for licensing/attribution.*

328
manifest.json Normal file
View File

@@ -0,0 +1,328 @@
{
"name": "optician",
"title": "optician",
"version": "0.1.0",
"layer": "core",
"language": "en",
"generated": "2026-07-07",
"ids": {
"esco_uri": "http://data.europa.eu/esco/occupation/6e0e068b-cd5c-4400-8899-54056087fa14",
"esco_code": "3254.1",
"isco_group": "3254",
"onet_soc": "29-1041.00",
"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": 10,
"dwas": 13,
"skills_essential": 53,
"skills_optional": 8,
"software": 27
},
"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": 1
},
"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": 1
},
"davila7/claude-code-templates": {
"repo": "https://github.com/davila7/claude-code-templates",
"commit": "fa79251",
"license": "MIT",
"skills": 4
},
"mukul975/Anthropic-Cybersecurity-Skills": {
"repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
"commit": "673da1f",
"license": "Apache-2.0",
"skills": 1
},
"jeremylongshore/claude-code-plugins-plus-skills": {
"repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
"commit": "e112938a",
"license": "MIT",
"skills": 5
},
"brycewang-stanford/Auto-Empirical-Research-Skills": {
"repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
"commit": "85bf545",
"license": "CC-BY-4.0",
"skills": 4
},
"basicmachines-co/basic-memory": {
"repo": "https://github.com/basicmachines-co/basic-memory",
"commit": "53da71c",
"license": "custom (see upstream LICENSE)",
"skills": 3
},
"affaan-m/everything-claude-code": {
"repo": "https://github.com/affaan-m/everything-claude-code",
"commit": "ed38744",
"license": "MIT",
"skills": 2
},
"wondelai/skills": {
"repo": "https://github.com/wondelai/skills",
"commit": "326b380",
"license": "MIT",
"skills": 2
},
"ruvnet/claude-code-flow": {
"repo": "https://github.com/ruvnet/claude-code-flow",
"commit": "73914bd",
"license": "MIT",
"skills": 3
},
"ruvnet/ruflo": {
"repo": "https://github.com/ruvnet/ruflo",
"commit": "73914bd",
"license": "MIT",
"skills": 3
},
"a5c-ai/babysitter": {
"repo": "https://github.com/a5c-ai/babysitter",
"commit": "44a5d58b",
"license": "MIT",
"skills": 6
},
"giuseppe-trisciuoglio/developer-kit": {
"repo": "https://github.com/giuseppe-trisciuoglio/developer-kit",
"commit": "306f428",
"license": "MIT",
"skills": 1
},
"samber/cc-skills-golang": {
"repo": "https://github.com/samber/cc-skills-golang",
"commit": "4881c01",
"license": "MIT",
"skills": 1
},
"silverstein/minutes": {
"repo": "https://github.com/silverstein/minutes",
"commit": "3fb2e83",
"license": "MIT",
"skills": 2
},
"parcadei/Continuous-Claude-v3": {
"repo": "https://github.com/parcadei/Continuous-Claude-v3",
"commit": "d07ff4b",
"license": "MIT",
"skills": 2
},
"vibeeval/vibecosystem": {
"repo": "https://github.com/vibeeval/vibecosystem",
"commit": "cea9462",
"license": "MIT",
"skills": 1
},
"alirezarezvani/claude-skills": {
"repo": "https://github.com/alirezarezvani/claude-skills",
"commit": "0241f43",
"license": "MIT",
"skills": 2
},
"aaron-he-zhu/aaron-marketing-skills": {
"repo": "https://github.com/aaron-he-zhu/aaron-marketing-skills",
"commit": "b7b0b9f",
"license": "Apache-2.0",
"skills": 1
},
"zebbern/claude-code-guide": {
"repo": "https://github.com/zebbern/claude-code-guide",
"commit": "d2c5280",
"license": "MIT",
"skills": 2
},
"DheerG/swarms": {
"repo": "https://github.com/DheerG/swarms",
"commit": "617900e",
"license": "MIT",
"skills": 1
},
"rockscy/solo-skills": {
"repo": "https://github.com/rockscy/solo-skills",
"commit": "80ec4cf",
"license": "MIT",
"skills": 1
},
"ljagiello/ctf-skills": {
"repo": "https://github.com/ljagiello/ctf-skills",
"commit": "d19f35f",
"license": "MIT",
"skills": 1
},
"davepoon/buildwithclaude": {
"repo": "https://github.com/davepoon/buildwithclaude",
"commit": "3c94e0c",
"license": "MIT",
"skills": 3
},
"infrasity-labs/dev-gtm-claude-skills": {
"repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills",
"commit": "02cfefb",
"license": "MIT",
"skills": 1
},
"mohitagw15856/pm-claude-skills": {
"repo": "https://github.com/mohitagw15856/pm-claude-skills",
"commit": "876fa30",
"license": "MIT",
"skills": 3
},
"jezweb/claude-skills": {
"repo": "https://github.com/jezweb/claude-skills",
"commit": "e875a6b",
"license": "MIT",
"skills": 2
},
"wanshuiyin/Auto-claude-code-research-in-sleep": {
"repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep",
"commit": "eb5c9d7",
"license": "MIT",
"skills": 1
},
"Leonxlnx/taste-skill": {
"repo": "https://github.com/Leonxlnx/taste-skill",
"commit": "b177427",
"license": "MIT",
"skills": 1
},
"nexu-io/open-design": {
"repo": "https://github.com/nexu-io/open-design",
"commit": "4b66023",
"license": "Apache-2.0",
"skills": 3
},
"indranilbanerjee/digital-marketing-pro": {
"repo": "https://github.com/indranilbanerjee/digital-marketing-pro",
"commit": "a3d119c",
"license": "MIT",
"skills": 1
},
"sanjay3290/ai-skills": {
"repo": "https://github.com/sanjay3290/ai-skills",
"commit": "3619692",
"license": "Apache-2.0",
"skills": 1
},
"aden-hive/hive": {
"repo": "https://github.com/aden-hive/hive",
"commit": "3c390c9",
"license": "Apache-2.0",
"skills": 1
},
"softaworks/agent-toolkit": {
"repo": "https://github.com/softaworks/agent-toolkit",
"commit": "3027f20",
"license": "MIT",
"skills": 2
},
"muratcankoylan/Agent-Skills-for-Context-Engineering": {
"repo": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering",
"commit": "c578e85",
"license": "MIT",
"skills": 1
},
"NevaMind-AI/memU": {
"repo": "https://github.com/NevaMind-AI/memU",
"commit": "ff90dac",
"license": "Apache-2.0",
"skills": 1
},
"glacierphonk/naming": {
"repo": "https://github.com/glacierphonk/naming",
"commit": "e7af8a5",
"license": "MIT",
"skills": 1
},
"nWave-ai/nWave": {
"repo": "https://github.com/nWave-ai/nWave",
"commit": "1d0f13c",
"license": "MIT",
"skills": 1
},
"instavm/coderunner": {
"repo": "https://github.com/instavm/coderunner",
"commit": "948095e",
"license": "Apache-2.0",
"skills": 1
},
"googleworkspace/cli": {
"repo": "https://github.com/googleworkspace/cli",
"commit": "a3768d0",
"license": "Apache-2.0",
"skills": 1
},
"JasonColapietro/suede-creator-skills": {
"repo": "https://github.com/JasonColapietro/suede-creator-skills",
"commit": "0dc2aef",
"license": "MIT",
"skills": 1
}
},
"total_skills": 80,
"tiers": {
"core": 16,
"adjacent": 64
}
},
"provenance": {
"items": {
"esco": 62,
"onet": 51,
"jobads": 88,
"wiki_ai": 0,
"anthropic": 5,
"ai_skills": 204,
"stackx": 0
},
"share_percent": {
"esco": 15.1,
"onet": 12.4,
"jobads": 21.5,
"wiki_ai": 0.0,
"anthropic": 1.2,
"ai_skills": 49.8,
"stackx": 0.0
},
"method": "content items per source category"
},
"collar": "white",
"computer_work": true
}

442
references/ai-skills.md Normal file
View File

@@ -0,0 +1,442 @@
# External AI agent skills — optician
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 |
|---|---|---|---|
| `docx` | adjacent | Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to … | [source](https://github.com/anthropics/skills/tree/main/skills/docx) |
| `pdf` | adjacent | Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating … | [source](https://github.com/anthropics/skills/tree/main/skills/pdf) |
## Source: 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 |
|---|---|---|---|
| `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) |
| `embedded-docs` | adjacent | 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) |
| `translation-management` | adjacent | Integration with translation management systems and i18n workflows. Connect with Crowdin, Transifex, Weblate, manage translation memory, synchronize glossaries, and automate localization pipelines. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/technical-documentation/skills/translation-management) |
| `context-engineering` | adjacent | Context window monitoring and budget management. Keeps orchestrator at 15-30% context usage while subagents get full 200k tokens. Provides warnings at thresholds, context-aware summarization triggers, and wave-level budget planning. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/gsd/skills/context-engineering) |
| `nvenc-nvdec` | adjacent | NVIDIA hardware video encoding/decoding integration. Configure NVENC encoding parameters, set up NVDEC decoding pipelines, handle codec configurations, integrate with CUDA for pre/post processing, and manage video memory surfaces. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/gpu-programming/skills/nvenc-nvdec) |
| `unified-memory` | adjacent | Expert skill for CUDA Unified Memory and memory prefetching optimization. Configure managed memory allocations, implement memory prefetch strategies, handle page fault analysis, configure memory hints and advise, profile unified memory … | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/gpu-programming/skills/unified-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` | adjacent | 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: aden-hive/hive
- Repository: [https://github.com/aden-hive/hive](https://github.com/aden-hive/hive) (commit `3c390c9`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `hive.note-taking` | adjacent | Maintain a free-form scratchpad of decisions, extracted values, and open questions so context pruning doesn't lose anything you still need. | [source](https://github.com/aden-hive/hive/tree/3c390c9/core/framework/skills/_default_skills/note-taking) |
## 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 |
|---|---|---|---|
| `autonomous-agent-harness` | core | 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) |
| `agentic-os` | adjacent | Build persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory, scheduled automation, and state management without external databases. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/agentic-os) |
## 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) |
## 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) |
| `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) |
| `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) |
## 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 |
|---|---|---|---|
| `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) |
| `obsidian-project-memory` | adjacent | This skill should be used when the user asks to maintain an Obsidian knowledge base for a research project, import an existing research repository into Obsidian, keep project memory or daily notes synchronized, summarize project context … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/33-Galaxy-Dawn-claude-scholar/skills/obsidian-project-memory) |
| `research-lit` | adjacent | 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) |
| `hud` | adjacent | 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) |
## 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 |
|---|---|---|---|
| `googlesheets-automation` | adjacent | Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/googlesheets-automation) |
| `google-calendar-automation` | adjacent | Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatically. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/google-calendar-automation) |
| `outlook-calendar-automation` | adjacent | Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/outlook-calendar-automation) |
## 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) |
| `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) |
| `marp-slide` | adjacent | Create professional Marp presentation slides with 7 beautiful themes (default, minimal, colorful, dark, gradient, tech, business). Use when users request slide creation, presentations, or Marp documents. Supports custom themes, image … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/creative-design/marp-slide) |
| `session-handoff` | adjacent | Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context window approaches capacity, (3) major task milestone completed, (4) work session … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/enterprise-communication/session-handoff) |
## 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 |
|---|---|---|---|
| `audit-context` | adjacent | 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: 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: glacierphonk/naming
- Repository: [https://github.com/glacierphonk/naming](https://github.com/glacierphonk/naming) (commit `e7af8a5`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `naming` | adjacent | Name products, SaaS, brands, open source projects, bots, and apps. Use when the user needs to name something, find a brand name, or pick a product name. Metaphor-driven process that produces memorable, meaningful names and avoids AI slop. | [source](https://github.com/glacierphonk/naming/tree/e7af8a5) |
## Source: googleworkspace/cli
- Repository: [https://github.com/googleworkspace/cli](https://github.com/googleworkspace/cli) (commit `a3768d0`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `recipe-find-free-time` | adjacent | Query Google Calendar free/busy status for multiple users to find a meeting slot. | [source](https://github.com/googleworkspace/cli/tree/a3768d0/skills/recipe-find-free-time) |
## Source: indranilbanerjee/digital-marketing-pro
- Repository: [https://github.com/indranilbanerjee/digital-marketing-pro](https://github.com/indranilbanerjee/digital-marketing-pro) (commit `a3d119c`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `client-proposal` | adjacent | Draft agency proposals. Use when: pitch deck, scope of work, SLA, capabilities presentation for prospects or clients. | [source](https://github.com/indranilbanerjee/digital-marketing-pro/tree/a3d119c/skills/client-proposal) |
## 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 |
|---|---|---|---|
| `millers-law` | adjacent | Apply Miller's Law — chunk information into groups of ~4 to work within working memory limits. | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/millers-law) |
## Source: instavm/coderunner
- Repository: [https://github.com/instavm/coderunner](https://github.com/instavm/coderunner) (commit `948095e`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `pdf-text-replace` | adjacent | Replace text in fillable PDF forms by updating form field values. This skill should be used when users need to update names, addresses, dates, or other text in PDF form fields. | [source](https://github.com/instavm/coderunner/tree/948095e/skills/public/pdf-text-replace) |
## 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 |
|---|---|---|---|
| `windsurf-cascade-context` | core | Manage Cascade context window and memory for complex projects. Activate when users mention "cascade context", "ai memory", "context management", "large codebase navigation", or "multi-session development". Handles context optimization and … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/skill-databases/windsurf/skills/windsurf-cascade-context) |
| `made-to-stick` | core | Craft messages that are understood, remembered, and drive action using the SUCCESs checklist (Simple, Unexpected, Concrete, Credible, Emotional, Stories). Use when the user mentions "make it memorable", "no one remembers our pitch", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/business-tools/wondelai-made-to-stick) |
| `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) |
| `twinmind-data-handling` | adjacent | 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) |
| `clickhouse-rate-limits` | adjacent | Configure ClickHouse query concurrency, memory quotas, and connection limits. Use when hitting "too many simultaneous queries", managing concurrent users, or tuning server-side resource limits. Trigger: "clickhouse rate limit", "clickhouse … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/clickhouse-pack/skills/clickhouse-rate-limits) |
## Source: jezweb/claude-skills
- Repository: [https://github.com/jezweb/claude-skills](https://github.com/jezweb/claude-skills) (commit `e875a6b`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `proposal-writer` | adjacent | Write a client proposal, quote, scope of work, or engagement letter for a service business. Covers project understanding, scope, timeline, pricing presentation, and terms. Use whenever the user asks for a proposal, quote, project proposal, … | [source](https://github.com/jezweb/claude-skills/tree/e875a6b/plugins/writing/skills/proposal-writer) |
| `shopify-products` | adjacent | Create and manage Shopify products via the Admin GraphQL API or CSV import. Workflow: gather data, choose method, execute, verify. Use whenever the user wants to add products to Shopify, bulk-import a catalog from CSV/spreadsheet/URL, … | [source](https://github.com/jezweb/claude-skills/tree/e875a6b/plugins/shopify/skills/shopify-products) |
## 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) |
## 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) |
## 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: ljagiello/ctf-skills
- Repository: [https://github.com/ljagiello/ctf-skills](https://github.com/ljagiello/ctf-skills) (commit `d19f35f`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `ctf-pwn` | adjacent | Provides binary exploitation techniques for CTF challenges. Use when you already have a vulnerable native target or service and need to turn memory corruption or low-level primitives into code execution or privilege escalation, such as … | [source](https://github.com/ljagiello/ctf-skills/tree/d19f35f/ctf-pwn) |
## 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 |
|---|---|---|---|
| `professional-brain` | adjacent | Maintain a durable, local markdown memory ('brain') of your product context, decisions, hypotheses, and stakeholders that other skills read from and write back to. Use when asked to set up a brain, ingest notes/artifacts into memory, … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-cross/skills/professional-brain) |
| `roadmap-presentation` | adjacent | Create structured roadmap presentations calibrated to any audience. Use when asked to build a product roadmap, present roadmap to leadership, create a roadmap slide, or communicate quarterly plans to execs, teams, or customers. Produces an … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-planning/skills/roadmap-presentation) |
| `slide-deck` | adjacent | Build a real, editable PowerPoint (.pptx) deck from an outline or brief. Use when asked to make a slide deck, a PowerPoint, a pitch/board/sales deck as an actual file, or to turn a doc/notes into slides. Produces an actual .pptx via a … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-documents/skills/slide-deck) |
## 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) |
## Source: muratcankoylan/Agent-Skills-for-Context-Engineering
- Repository: [https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering) (commit `c578e85`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `memory-systems` | adjacent | This skill should be used for persistent semantic memory in agent systems: cross-session knowledge retention, entity tracking, temporal validity, graph or vector retrieval, memory consolidation, and memory benchmark selection. Route … | [source](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/c578e85/skills/memory-systems) |
## Source: NevaMind-AI/memU
- Repository: [https://github.com/NevaMind-AI/memU](https://github.com/NevaMind-AI/memU) (commit `ff90dac`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `memu` | adjacent | Give this agent persistent memory via memU. Use to memorize (save files/folders so context survives this session) when the user asks to remember or sync something, or after completing work worth keeping; and to retrieve (search memory from … | [source](https://github.com/NevaMind-AI/memU/tree/ff90dac/.claude/skills/memu) |
## 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 |
|---|---|---|---|
| `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) |
| `field-notes-editorial-template` | adjacent | Editorial "Field Notes" report template with soft paper background, serif hero typography, rounded pastel insight cards, and a retention chart panel. Use when users ask for a premium magazine-style business report, board memo one-pager, or … | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/field-notes-editorial-template) |
| `html-ppt-retro-quarterly-review` | adjacent | Retro Quarterly Review presentation template in a bold blue + orange editorial language. Use when users ask for a high-impact quarterly review / roadmap deck with heavyweight slab headlines, clean cream paper sections, structured grids, … | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/html-ppt-retro-quarterly-review) |
## Source: nWave-ai/nWave
- Repository: [https://github.com/nWave-ai/nWave](https://github.com/nWave-ai/nWave) (commit `1d0f13c`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `nw-stakeholder-engagement` | adjacent | Demonstration preparation, audience-tailored presentations, feedback collection, and business outcome measurement. Load when preparing demos or measuring business value delivery. | [source](https://github.com/nWave-ai/nWave/tree/1d0f13c/nWave/skills/nw-stakeholder-engagement) |
## 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) |
| `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: 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 |
|---|---|---|---|
| `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) |
| `V3 Performance Optimization` | core | Achieve aggressive v3 performance targets: 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements, 50-75% memory reduction. Comprehensive benchmarking and optimization suite. | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/.agents/skills/v3-performance-optimization) |
| `AgentDB Memory Patterns` | adjacent | 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) |
| `V3 Performance Optimization` | core | Achieve aggressive v3 performance targets: 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements, 50-75% memory reduction. Comprehensive benchmarking and optimization suite. | [source](https://github.com/ruvnet/ruflo/tree/73914bd/.agents/skills/v3-performance-optimization) |
| `AgentDB Memory Patterns` | adjacent | 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` | adjacent | 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: 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 |
|---|---|---|---|
| `gmail` | adjacent | Interact with Gmail - search emails, read messages, send emails, create drafts, and manage labels. Use when user asks to: search email, read email, send email, create email draft, mark as read, archive email, star email, or manage Gmail … | [source](https://github.com/sanjay3290/ai-skills/tree/3619692/skills/gmail) |
## 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) |
| `minutes-prep` | adjacent | Interactive meeting preparation — builds a relationship brief and talking points before a call. Use when the user says "prep me for my call with", "I'm meeting with X", "prepare me for", "what should I bring up with", "meeting prep", "get … | [source](https://github.com/silverstein/minutes/tree/3fb2e83/.agents/skills/minutes/minutes-prep) |
## Source: softaworks/agent-toolkit
- Repository: [https://github.com/softaworks/agent-toolkit](https://github.com/softaworks/agent-toolkit) (commit `3027f20`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `marp-slide` | adjacent | Create professional Marp presentation slides with 7 beautiful themes (default, minimal, colorful, dark, gradient, tech, business). Use when users request slide creation, presentations, or Marp documents. Supports custom themes, image … | [source](https://github.com/softaworks/agent-toolkit/tree/3027f20/skills/marp-slide) |
| `session-handoff` | adjacent | Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context window approaches capacity, (3) major task milestone completed, (4) work session … | [source](https://github.com/softaworks/agent-toolkit/tree/3027f20/skills/session-handoff) |
## 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` | adjacent | 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: wondelai/skills
- Repository: [https://github.com/wondelai/skills](https://github.com/wondelai/skills) (commit `326b380`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `made-to-stick` | core | Craft messages that are understood, remembered, and drive action using the SUCCESs checklist (Simple, Unexpected, Concrete, Credible, Emotional, Stories). Use when the user mentions "make it memorable", "no one remembers our pitch", … | [source](https://github.com/wondelai/skills/tree/326b380/made-to-stick) |
| `steve-jobs-design-review` | adjacent | Review designs, products, and features with Steve Jobs'' standards: ruthless simplicity, focus, and end-to-end excellence. Use when the user mentions "Steve Jobs review", "design review", "product review", "what would Steve do", "insanely … | [source](https://github.com/wondelai/skills/tree/326b380/steve-jobs-design-review) |
## 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) |
| `regression-modeler` | adjacent | Run regression analysis (OLS or logistic) on uploaded CSV/Excel data, generating coefficients, R², p-values, VIF, and plain-language interpretation. Triggered by requests for regression modeling, fitting data, testing significance, … | [source](https://github.com/zebbern/claude-code-guide/tree/d2c5280/skills/regression-modeler) |

141
references/berufsbild-de.md Normal file
View File

@@ -0,0 +1,141 @@
# Berufsbild (Deutschland) — Augenoptiker/in
> **Quelle:** BERUFENET, Bundesagentur für Arbeit — Beruf-ID 2634,
> KldB 2010: B 82522 · 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/2634
## Steckbrief
Berufstyp
Anerkannter Ausbildungsberuf
Ausbildungsart
Duale Ausbildung im Handwerk (geregelt durch Ausbildungsverordnung)
Ausbildungsdauer
3 Jahre
Lernorte
Ausbildungsbetrieb und Berufsschule (duale Ausbildung)
Was macht man in diesem Beruf?Augenoptiker/innen unterstützen ihre Kunden bei der Wahl von Brillen, die in modischer wie in augenoptischer Hinsicht zu ihnen passen. Auf Wunsch führen sie zunächst Sehtests durch. Bei der Auswahl der Gläser informieren sie über die Materialien, z.B. Glas oder Kunststoff sowie über Veredelungsmöglichkeiten wie Tönungen, Beschichtungen oder Blaulichtfilter. Hat sich die Kundin oder der Kunde für ein Modell entschieden, messen Augenoptiker/innen Augen- sowie Scheitelabstände und vermerken sie im Auftrag. In der Werkstatt richten sie Gläser nach ihrem Mittelpunkt aus (Zentrierung), schleifen sie und setzen sie präzise in die Fassungen ein. Die fertigen Brillen passen sie ihren Kunden an, z.B. indem sie die Bügel erwärmen und biegen. Sie informieren über die Pflege von Brillen und erklären Ungeübten den Umgang mit Kontaktlinsen. Neben Sehhilfen und Zubehör wie Reinigungsflüssigkeiten oder Brillenetuis verkaufen sie ggf. auch optische Geräte, z.B.
## Die Ausbildung im Überblick
Augenoptiker/in ist ein 3-jähriger anerkannter Ausbildungsberuf im Handwerk.
## Entwicklung der Ausbildung
1934:Erstmals Eintrag im Verzeichnis der Gewerbe, die als Handwerk betrieben werden können
1997:Ausbildungsordnung nach dem Berufsbildungsgesetz für den Beruf Augenoptiker/in tritt in Kraft
Staatliche Anerkennung des Berufs
2011:Modernisierung der Ausbildungsordnung
Betonung der Bereiche Kundenberatung und Bedarfsanalyse während der Ausbildung
2020:Novellierung des Berufsbildungsgesetzes (BBiG) und der Handwerksordnung (HWO): u.a. Einführung einer Mindestausbildungsvergütung; Erweiterung der Möglichkeit, Ausbildungen in Teilzeit zu absolvieren.
2024:Inkrafttreten des Berufsbildungsvalidierungs- und -digitalisierungsgesetzes mit Anpassungen im Berufsbildungsgesetz (BBiG) und der Handwerksordnung (HWO): u.a. gesetzliche Verankerung der Möglichkeit des Vermittlung von Ausbildungsinhalten ohne gleichzeitige Anwesenheit der Auszubildenden und der Ausbildenden; dazu werden digitale Informationstechniken sowie Lern- und Kommunikationsmittel genutzt; im Berufsbildungsgesetz (BBiG) bzw. in der Handwerksordnung (HWO) gesetzlich festgehalten
" name="Digitales mobiles Ausbilden">digitalen mobilen Ausbildens; Einführung eines Feststellungs- und Bescheinigungsverfahrens (Berufsvalidierung) der individuellen beruflichen Handlungsfähigkeit am Maßstab eines anerkannten Ausbildungsberufs unabhängig von einem formalen Berufsausbildungsabschluss.
## Ausbildung im Ausland
Auszubildende können Teile der Ausbildung im Ausland absolvieren, z.B.:
Verschiedene europäische Länder
Auslandspraktikum im Rahmen der Zusatzqualifikation "Europaassistent/in"
Dauer: mindestens 3 Wochen
Zugangsvoraussetzung: mittlerer Bildungsabschluss
Weitere Informationen zur Zusatzqualifikation Europaassistent/in
## Zusatzqualifikationen
Die Zusatzqualifikation "Betriebsassistent/in im Handwerk" richtet sich an Auszubildende mit Mittlerer Bildungsabschluss, der an allgemeinbildenden Schulen im Sekundarbereich I am Ende der 10. Jahrgangsstufe sowie im Sekundarbereich II an Berufsaufbauschulen erworben werden kann; Voraussetzung für den Eintritt in die Fachoberschule
" name="Fachoberschulreife">Fachoberschul- oder Schulabschluss und Zugangsberechtigung zum Studium an Hochschulen oder Berufsakademien, kann bspw. an Gymnasien, Oberschulen oder nachträglich z.B. an Abendschulen erworben werden; Allgemeine Hochschulreife (auch: Abitur) berechtigt zum Studium aller Fächer an allen Hochschulen; Fachgebundene Hochschulreife (auch: Fachabitur) berechtigt zum Studium von Fächern, auf die der Schulabschluss inhaltlich vorbereitet hat
" name="Hochschulreife">Hochschulreife. Die Auszubildenden erwerben parallel zur handwerklichen Ausbildung kaufmännische Kenntnisse. Sie besuchen zusätzlichen Berufsschulunterricht, z.B. in Rechnungswesen oder Wirtschaftslehre. Zudem legen sie die Prüfung zum Fachmann bzw. zur Fachfrau für kaufmännische Betriebsführung (HwO) ab und weisen den erfolgreichen Besuch des Fremdsprachenunterrichts nach. Die zuständige Handwerkskammer erteilt weitere Informationen, z.B.:
HWK Düsseldorf – Betriebsassistent/in im Handwerk
Die Zusatzqualifikation "Europaassistent/in" richtet sich an Auszubildende mit mindestens einem auch: Realschulabschluss, Mittlerer Schulabschluss (an der Mittelschule), Mittlere Reife, Fachoberschulreife, Sekundarabschluss I - Realschulabschluss, Qualifizierter Sekundarabschluss I, Mittlerer Abschluss
Schulabschluss, der mit Abschluss der 10. Klasse z.B. an einer Realschule (plus), Sekundarschule oder Regelschule erworben wird (die Regelungen zum Erwerb können sich je nach Bundesland untetscheiden); berechtigt zum Besuch weiterführender allgemeinbildender oder beruflicher Schulen; ein nachträglicher Erwerb ist an der Abendschule möglich
" name="Mittlerer Bildungsabschluss">mittleren Bildungsabschluss. Sie erweitert die Erstausbildung um interkulturelle Kompetenzen und bietet den Auszubildenden die Möglichkeit, Fremdsprachenkenntnisse zu verbessern. Dazu besuchen die Auszubildenden zusätzlichen Berufsschulunterricht, z.B. im Europäischen Waren- und Wirtschaftsrecht, und absolvieren ein mehrwöchiges Praktikum im Ausland. Die zuständige Kammer erteilt weitere Informationen, z.B.:
Europaassistent/in
## Ausbildungsinhalte
Im Ausbildungsbetrieb lernen die Auszubildenden beispielsweise:wie man Brillengläser manuell und maschinell bearbeitet und in Vollrandbrillenfassungen einsetzt
wie man Schäden an Brillen beurteilt, den Reparaturaufwand und die Kosten für die Reparatur ermittelt
wie man im Verkaufsgespräch die Kundenwünsche ermittelt
wie Brillenfassungen nach Lehre von Aufbau und Struktur des menschlichen beziehungsweise tierischen Körpers
" name="Anatomie">anatomischen Gegebenheiten bearbeitet und angepasst werden
wie man Brillengläser rillt, bohrt, feilt, fräst, poliert und in randlose Brillen montiert
wie man Kontaktlinsen nach Werkstoffeigenschaften unterscheidet und Auswirkungen der Kontaktlinsenkorrektur beurteilt
wie man den Korrektionsbedarf unter Berücksichtigung von Visus (Sehschärfe), Anatomie und Lehre von den normalen (nicht krankhaften) Lebensvorgängen und Funktionen von Lebewesen und Organismen
" name="Physiologie">Physiologie, insbesondere bei Myopie (Kurzsichtigkeit), Hyperopie (Weitsichtigkeit), Astigmatismus (Hornhautverkrümmung) und Presbyopie (Altersweitsichtigkeit) analysiert
wie man die Zentrierung von Brillen kontrolliert
wie man Kundenreklamationen entgegennimmt und bearbeitet
wie man Kostenermittlung, Berechnung
Kaufmännisch-betriebswirtschaftlich: Teilgebiet der Kostenrechnung
" name="Kalkulation">Kalkulationen nach Vorgaben durchführt
Darüber hinaus werden während der gesamten Ausbildung Kenntnisse über Themen wie Rechte und Pflichten während der Ausbildung, Organisation des Ausbildungsbetriebs und Umweltschutz vermittelt.
In der Berufsschule erwirbt man weitere Kenntnisse:in berufsspezifischen Lernfeldern (z.B. Sehtestergebnisse erklären, Kunden mit Sondergläsern und Schutzbrillen versorgen)
in allgemeinbildenden Fächern wie Deutsch und Wirtschafts- und Sozialkunde
## Ausbildungsaufbau
Die Ausbildung wird parallel im Ausbildungsbetrieb und in der Berufsbildende Schule; ergänzen die Ausbildungen im Betrieb um allgemeine und fachliche Lehrinhalte; Berufsschulpflichtige bzw. -berechtigte befinden sich in der beruflichen Erstausbildung oder stehen in einem Arbeitsverhältnis; Unterricht in Teilzeitform oder als Blockunterricht möglich; bei Berufsausbildungen, die in Grund- und Fachstufe gegliedert sind, kann die Grundstufe als Berufsgrundbildungsjahr mit ganzjährigem Vollzeitunterricht (schulische Form) oder im dualen System in kooperativer Form geführt werden
" name="Berufsschule">Berufsschule durchgeführt. Der Berufsschulunterricht findet an bestimmten Wochentagen oder in Blockform statt.
Auszug aus dem Ausbildungsrahmenplan und dem Rahmenlehrplan1. - 18. Ausbildungsmonat:Ausbildung im Betrieb und nach Bedarf in überbetrieblichen Lehrgängen:
Brillengläser bearbeiten und einfassen
Werkzeuge und Maschinen pflegen
Brillen modifizieren und instand setzen
Brillengläser, Kontaktlinsen und vergrößernde Sehhilfen nach optischen Eigenschaften und Wirkungen beurteilen
Kunden beraten und Dienstleistungen anbieten
Brillen optisch und anatomisch anpassen
Sehhilfen abgeben
Waren verkaufen
1. und 2. Ausbildungsjahr:Ausbildung in der Berufsschule in den Lernfeldern:
1. Ausbildungsjahr:
Den Betrieb und das Berufsbild präsentieren
Einstärken-Brillengläser kontrollieren und einarbeiten
Sehtestergebnisse erklären
Zusatzprodukte und Kontaktlinsenpflegemittel anbieten und verkaufen
2. Ausbildungsjahr:
Brillen instand setzen oder modifizieren
Kunden mit Sonnenschutzbrillen versorgen
Kurz- oder Weitsichtigkeit des Auges; wird in Dioptrien gemessen und gibt an, wie stark Brillenglas gewölbt sein muss; Minus-Gläser verkleinern, Plus-Gläser vergrößern das Gesehene
" name="Sphärische Fehlsichtigkeit">Sphärisch fehlsichtige Kunden beraten und versorgen
auch: Hornhautverkrümmung, Stabsichtigkeit
Medizin: Fehlsichtigkeit des Auges durch eine ungleichmäßige Krümmung der Hornhaut
" name="Astigmatismus">Astigmatisch fehlsichtige Kunden beraten und versorgen
Teil 1 der Gesellenprüfung vor Ende des 2. Ausbildungsjahres
19. - 36. Ausbildungsmonat:Ausbildung im Betrieb und nach Bedarf in überbetrieblichen Lehrgängen:
Vertiefung und Erweiterung der Kenntnisse aus den ersten 18 Ausbildungsmonaten
Korrektionsbedarf ermitteln
Rechnungswesen und Kostenermittlung, Berechnung
Kaufmännisch-betriebswirtschaftlich: Teilgebiet der Kostenrechnung
" name="Kalkulation">

140
references/market.md Normal file
View File

@@ -0,0 +1,140 @@
# Market evidence report — optician
Source: **41 real job ads** (JSearch API, countries: us 41), 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 | 22 | 54 % |
| n/a | 16 | 39 % |
| junior | 3 | 7 % |
## Tools — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | frame warmer | 7 | 17 % |
| 2 | pupilometer | 7 | 17 % |
| 3 | computer | 6 | 15 % |
| 4 | practice management system | 3 | 7 % |
## Hard skills — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | order processing | 14 | 34 % |
| 2 | eyeglass fitting | 13 | 32 % |
| 3 | optical dispensing | 7 | 17 % |
| 4 | prescription verification | 7 | 17 % |
| 5 | cash handling | 6 | 15 % |
| 6 | customer service | 5 | 12 % |
| 7 | eyewear fitting | 5 | 12 % |
| 8 | inventory management | 5 | 12 % |
| 9 | prescription interpretation | 5 | 12 % |
| 10 | frame adjustment | 4 | 10 % |
| 11 | frame selection | 4 | 10 % |
| 12 | pupillary distance measurement | 4 | 10 % |
| 13 | eyewear adjustment | 3 | 7 % |
| 14 | lensometry | 3 | 7 % |
| 15 | measurement accuracy | 3 | 7 % |
| 16 | optical product selection | 3 | 7 % |
| 17 | payment collection | 3 | 7 % |
| 18 | retail sales | 3 | 7 % |
## Methods — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
## Responsibilities — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | member assistance | 13 | 32 % |
| 2 | eyeglass dispensing | 9 | 22 % |
| 3 | cleaning | 7 | 17 % |
| 4 | member service | 7 | 17 % |
| 5 | stocking | 7 | 17 % |
| 6 | department cleaning | 6 | 15 % |
| 7 | patient guidance | 5 | 12 % |
| 8 | customer service | 4 | 10 % |
| 9 | marketing program implementation | 4 | 10 % |
| 10 | brand awareness building | 3 | 7 % |
| 11 | guest experience delivery | 3 | 7 % |
| 12 | lens selection | 3 | 7 % |
| 13 | order placement | 3 | 7 % |
| 14 | sales goal achievement | 3 | 7 % |
## Regional breakdown
> **Corpus note:** 41 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
### US (us)
41 ads.
**Top hard skills:**
- order processing — 34 % (14 ads)
- eyeglass fitting — 32 % (13 ads)
- optical dispensing — 17 % (7 ads)
- prescription verification — 17 % (7 ads)
- cash handling — 15 % (6 ads)
- customer service — 12 % (5 ads)
- eyewear fitting — 12 % (5 ads)
- inventory management — 12 % (5 ads)
- prescription interpretation — 12 % (5 ads)
- frame adjustment — 10 % (4 ads)
**Top tools:**
- frame warmer — 17 % (7 ads)
- pupilometer — 17 % (7 ads)
- computer — 15 % (6 ads)
- practice management system — 7 % (3 ads)
- lensometer — 5 % (2 ads)
- Microsoft Excel — 5 % (2 ads)
- Microsoft Outlook — 5 % (2 ads)
- Microsoft Word — 5 % (2 ads)
**Seniority:** mid 54 % · n/a 39 % · junior 7 %
### 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 |
|---|---|
| Optician | 9 |
| Licensed Optician | 7 |
| Non-Licensed Optician | 7 |
| Experienced Optician | 1 |
| Eyewear Consultant I - 208 | 1 |
| Licensed Dispensing Optician | 1 |
| Licensed Optician - Chantilly, VA - Target Optical | 1 |
| Licensed Optician - Fairfax, VA - Target Optical | 1 |
| Licensed Optician - Manassas, VA - LensCrafters | 1 |
| Licensed Optician - Manassas, VA - Target Optical | 1 |
| Licensed Optician: Frame and Lens Expert | 1 |
| Newington (Springfield), VA - Licensed Optician - Costco (7373 Boston Blvd, Springfield, VA 22153, USA) | 1 |
| Optical Technician / Optician | 1 |
| OPTICIAN - Baltimore, MD - Full-time w/benefits - Join us and make a difference in the under-resourced pediatric population! (MD-295, Baltimore, MD, USA) | 1 |
| Optician (Mitchellville & Clinton) Job | 1 |
| Optician at NOVA EYE CARE CENTER, LLC Alexandria, VA | 1 |
| Optician I - Bethesda Vision Care | 1 |
| Optician/ Ophthalmic Technician | 1 |
| Pearle Vision - Optician | 1 |
| Senior Clinical Contact Lens Specialist | 1 |
| Specialty Lens Consultant | 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.

25
references/profile.md Normal file
View File

@@ -0,0 +1,25 @@
# Occupation profile — optician
- **ESCO URI:** http://data.europa.eu/esco/occupation/6e0e068b-cd5c-4400-8899-54056087fa14
- **ESCO code:** 3254.1
- **ISCO-08 group:** 3254 — Dispensing opticians
- **O*NET-SOC:** 29-1041.00 — Optometrists (match: closeMatch)
## Description (ESCO)
Opticians help to improve and correct an individual's vision. They fit spectacle lenses and frames, contact lenses, and other devices according to the specifications of the individual. Their scope of practice varies according to national regulations and they might operate according to prescriptions provided by a specialised doctor in ophthalmology or an optometrist in the countries where requested.
## Definition
nan
## Alternative labels
- contact lens specialist
- spectacle dispensing optician
- dispensing optician
- optician expert
- qualified optician
- expert optician
- corrective lens dispenser
- contact lens optician

88
references/skills.md Normal file
View File

@@ -0,0 +1,88 @@
# Competences — optician
Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/6e0e068b-cd5c-4400-8899-54056087fa14).
## Essential
- **accept own accountability** (skill/competence)
- **achieve sales targets** (skill/competence)
- **adhere to organisational guidelines** (skill/competence)
- **adjust eyeglasses** (skill/competence)
- **advise customers on eyewear maintenance** (skill/competence)
- **advise on contact lense maintenance** (skill/competence)
- **advise on healthcare users' informed consent** (skill/competence)
- **apply context specific clinical competences** (skill/competence)
- **apply numeracy skills** (skill/competence)
- **apply organisational techniques** (skill/competence)
- **comply with legislation related to health care** (skill/competence)
- **comply with optical prescriptions** (skill/competence)
- **comply with quality standards related to healthcare practice** (skill/competence)
- **contribute to continuity of health care** (skill/competence)
- **cut lenses for eyeglasses** (skill/competence)
- **deal with emergency care situations** (skill/competence)
- **dispense corrective lenses** (skill/competence)
- **educate on the prevention of illness** (skill/competence)
- **empathise with the healthcare user** (skill/competence)
- **ensure client orientation** (skill/competence)
- **ensure safety of healthcare users** (skill/competence)
- **eye protection regulations** (knowledge)
- **fit low vision aids** (skill/competence)
- **follow clinical guidelines** (skill/competence)
- **handle contact lenses** (skill/competence)
- **have computer literacy** (skill/competence)
- **health care legislation** (knowledge)
- **interact with healthcare users** (skill/competence)
- **listen actively** (skill/competence)
- **maintain records of clients' prescriptions** (skill/competence)
- **maintain relationship with customers** (skill/competence)
- **maintain relationship with suppliers** (skill/competence)
- **make referrals to ophthalmology** (skill/competence)
- **manage healthcare users' data** (skill/competence)
- **manage staff** (skill/competence)
- **monitor stock level** (skill/competence)
- **operate cash register** (skill/competence)
- **operate optical measuring equipment** (skill/competence)
- **optical glass characteristics** (knowledge)
- **optical instruments** (knowledge)
- **perform frames' repairs** (skill/competence)
- **prepare optical laboratory activities** (skill/competence)
- **process payments** (skill/competence)
- **promote inclusion** (skill/competence)
- **quality standards of ophthalmic equipment** (knowledge)
- **repair lenses** (skill/competence)
- **respond to changing situations in health care** (skill/competence)
- **sell optical products** (skill/competence)
- **use lensometer** (skill/competence)
- **use ophthalmic instruments** (skill/competence)
- **verify lenses compliance** (skill/competence)
- **work in a multicultural environment in health care** (skill/competence)
- **work in multidisciplinary health teams** (skill/competence)
## Optional
- advise customers on optical instruments maintenance (skill/competence)
- develop a collaborative therapeutic relationship (skill/competence)
- inform policy makers on health-related challenges (skill/competence)
- provide health education (skill/competence)
- provide treatment strategies for challenges to human health (skill/competence)
- use e-health and mobile health technologies (skill/competence)
- use foreign languages for health-related research (skill/competence)
- use foreign languages in patient care (skill/competence)
<!-- market-evidence -->
## Market evidence (job-ad analysis, 41 ads, as of 2026-07-18)
Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
### Hard skills
- order processing — **34 %**
- eyeglass fitting — **32 %**
### Responsibilities
- member assistance — **32 %**
- eyeglass dispensing — **22 %**
<!-- market-evidence -->

32
references/tasks.md Normal file
View File

@@ -0,0 +1,32 @@
# Tasks & work activities — optician
Source: O*NET 30.3, occupation 29-1041.00 (Optometrists).
## Task statements
- **[Core]** Examine eyes, using observation, instruments, and pharmaceutical agents, to determine visual acuity and perception, focus, and coordination and to diagnose diseases and other abnormalities, such as glaucoma or color blindness.
- **[Core]** Analyze test results and develop a treatment plan.
- **[Core]** Prescribe, supply, fit and adjust eyeglasses, contact lenses, and other vision aids.
- **[Core]** Prescribe medications to treat eye diseases if state laws permit.
- **[Core]** Educate and counsel patients on contact lens care, visual hygiene, lighting arrangements, and safety factors.
- **[Core]** Consult with and refer patients to ophthalmologist or other health care practitioner if additional medical treatment is determined necessary.
- **[Core]** Remove foreign bodies from the eye.
- **[Core]** Provide patients undergoing eye surgeries, such as cataract and laser vision correction, with pre- and post-operative care.
- **[Core]** Prescribe therapeutic procedures to correct or conserve vision.
- **[Core]** Provide vision therapy and low-vision rehabilitation.
## Detailed work activities
- Analyze test data or images to inform diagnosis or treatment.
- Collaborate with healthcare professionals to plan or provide treatment.
- Develop medical treatment plans.
- Fit eyeglasses, contact lenses, or other vision aids.
- Monitor patients following surgeries or other treatments.
- Prescribe assistive medical devices or related treatments.
- Prescribe medications.
- Prescribe treatments or therapies.
- Refer patients to other healthcare practitioners or health resources.
- Test patient vision.
- Train patients, family members, or caregivers in techniques for managing disabilities or illnesses.
- Treat acute illnesses, infections, or injuries.
- Treat chronic diseases or disorders.

33
references/tools.md Normal file
View File

@@ -0,0 +1,33 @@
# Tools & technology — optician
Source: O*NET 30.3 'Software Skills' for 29-1041.00.
| Software | Category | Hot technology |
|---|---|---|
| Intuit QuickBooks | Accounting software | yes |
| Microsoft Access | Data base user interface and query software | yes |
| Microsoft SQL Server | Data base user interface and query software | yes |
| Apple Safari | Internet browser software | yes |
| Microsoft Edge | Internet browser software | yes |
| Mozilla Firefox | Internet browser software | yes |
| Microsoft Excel | Spreadsheet software | yes |
| Microsoft Word | Word processing software | yes |
| Scheduling software | Calendar and scheduling software | |
| Operational Data Store ODS software | Data base user interface and query software | |
| Web browser software | Internet browser software | |
| Accra Med Software Filopto | Medical software | |
| AltaPoint Data Systems AltaPoint Vision | Medical software | |
| Babcock Winx Pro | Medical software | |
| Compulink Business Systems Eyecare Advantage | Medical software | |
| Digital Healthcare OptoMize | Medical software | |
| First Insight E-Z Frame | Medical software | |
| First Insight MaximEyes | Medical software | |
| HealthLine Systems Eyecom | Medical software | |
| Insight Software My Vision Express | Medical software | |
| MAX Systems Max-Gold7 | Medical software | |
| MediNotes Charting Plus | Medical software | |
| OfficeMate Software Solutions ExamWRITER | Medical software | |
| OfficeMate Software Solutions OfficeMate | Medical software | |
| Prima Systems OPTIX | Medical software | |
| Universal Software Solutions VersaVision | Medical software | |
| VisionScience Software Acuity Pro | Medical software | |