commit f78b04504dc2e41959771f05c3611e1e5b73392a Author: skillfactor-pipeline Date: Fri Aug 14 17:35:45 2026 +0200 feat: conservator skill package v0.1.0 diff --git a/PROVENANCE.md b/PROVENANCE.md new file mode 100644 index 0000000..16c658b --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — conservator + +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 — conservator + "ESCO (occupation & competences)" : 34 + "O*NET (tasks & tools)" : 57 + "Job boards (market evidence)" : 37 + "Anthropic official Claude skills" : 5 + "External AI skill packs (mapped)" : 168 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 34 | 11.3 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 57 | 18.9 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 37 | 12.3 % | 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 | 1.7 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) | +| External AI skill packs (mapped) | 168 | 55.8 % | 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). diff --git a/SKILL.md b/SKILL.md new file mode 100644 index 0000000..2b3a52a --- /dev/null +++ b/SKILL.md @@ -0,0 +1,53 @@ +--- +name: conservator +description: "Occupational skill for the role 'conservator' (also: furniture conservation officer, building conservation officer, furniture conservator, books conservator). Use when the user asks for typical conservator work such as: typical conservator responsibilities" +--- + +# Conservator + +Conservators organise and valorise works of art, buildings, books and furniture. They work in a wide range of areas such as creating and implementing new collections of art, preserving heritage buildings by applying restoration techniques as well as foreseeing the conservation of literary works, films, and valuable objects. + +## Core workflow + + +## 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) + +- apply strategic thinking +- assess conservation needs +- assess museum object condition +- coordinate operational activities +- cope with challenging demands +- create collection conservation plan +- create solutions to problems +- ensure safety of exhibition +- examine conservation issues +- meet deadlines +- museum databases +- plan measures to safeguard cultural heritage +- provide conservation advice +- structure information +- use ICT resources to solve work related tasks + +## Hot technologies + +- Adobe Acrobat +- Adobe Creative Cloud software +- Adobe Illustrator +- Adobe InDesign +- Adobe Photoshop +- Extensible markup language XML +- Hypertext markup language HTML +- Microsoft Access +- Microsoft Excel +- Microsoft Office software + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/7556c748-15b4-4e44-97d9-00d885d4cd7d), O*NET 30.3 (25-4011.00, manual nearest match). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..b54ffca --- /dev/null +++ b/manifest.json @@ -0,0 +1,256 @@ +{ + "name": "conservator", + "title": "conservator", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/7556c748-15b4-4e44-97d9-00d885d4cd7d", + "esco_code": "2621.3", + "isco_group": "2621", + "onet_soc": "25-4011.00", + "crosswalk_match": "manual nearest via ISCO 2621 (Archivists)" + }, + "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": 0, + "dwas": 0, + "skills_essential": 15, + "skills_optional": 18, + "software": 0 + }, + "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 + }, + "ConardLi/garden-skills": { + "repo": "https://github.com/ConardLi/garden-skills", + "commit": "fbd6453", + "license": "MIT", + "skills": 1 + }, + "brycewang-stanford/Auto-Empirical-Research-Skills": { + "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills", + "commit": "85bf545", + "license": "CC-BY-4.0", + "skills": 12 + }, + "Chachamaru127/claude-code-harness": { + "repo": "https://github.com/Chachamaru127/claude-code-harness", + "commit": "9851b1a", + "license": "custom (see upstream LICENSE)", + "skills": 1 + }, + "tzachbon/smart-ralph": { + "repo": "https://github.com/tzachbon/smart-ralph", + "commit": "b26bb23", + "license": "MIT", + "skills": 2 + }, + "pedrohcgs/claude-code-my-workflow": { + "repo": "https://github.com/pedrohcgs/claude-code-my-workflow", + "commit": "be53c12", + "license": "MIT", + "skills": 3 + }, + "AlpacaLabsLLC/skills-for-architects": { + "repo": "https://github.com/AlpacaLabsLLC/skills-for-architects", + "commit": "4476576", + "license": "MIT", + "skills": 1 + }, + "foryourhealth111-pixel/Vibe-Skills": { + "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills", + "commit": "34429a8", + "license": "Apache-2.0", + "skills": 8 + }, + "davila7/claude-code-templates": { + "repo": "https://github.com/davila7/claude-code-templates", + "commit": "fa79251", + "license": "MIT", + "skills": 10 + }, + "rohitg00/skillkit": { + "repo": "https://github.com/rohitg00/skillkit", + "commit": "d2e5c34", + "license": "Apache-2.0", + "skills": 1 + }, + "mohitagw15856/pm-claude-skills": { + "repo": "https://github.com/mohitagw15856/pm-claude-skills", + "commit": "876fa30", + "license": "MIT", + "skills": 2 + }, + "mukul975/Anthropic-Cybersecurity-Skills": { + "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills", + "commit": "673da1f", + "license": "Apache-2.0", + "skills": 1 + }, + "robertguss/claude-skills": { + "repo": "https://github.com/robertguss/claude-skills", + "commit": "c31f3be", + "license": "MIT", + "skills": 2 + }, + "glittercowboy/taches-cc-resources": { + "repo": "https://github.com/glittercowboy/taches-cc-resources", + "commit": "1757615", + "license": "MIT", + "skills": 1 + }, + "a5c-ai/babysitter": { + "repo": "https://github.com/a5c-ai/babysitter", + "commit": "44a5d58b", + "license": "MIT", + "skills": 5 + }, + "wanshuiyin/Auto-claude-code-research-in-sleep": { + "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep", + "commit": "eb5c9d7", + "license": "MIT", + "skills": 3 + }, + "mikeyobrien/ralph-orchestrator": { + "repo": "https://github.com/mikeyobrien/ralph-orchestrator", + "commit": "407cb96", + "license": "MIT", + "skills": 1 + }, + "davepoon/buildwithclaude": { + "repo": "https://github.com/davepoon/buildwithclaude", + "commit": "3c94e0c", + "license": "MIT", + "skills": 2 + }, + "luongnv89/claude-howto": { + "repo": "https://github.com/luongnv89/claude-howto", + "commit": "a645ffe", + "license": "MIT", + "skills": 1 + }, + "K-Dense-AI/claude-scientific-skills": { + "repo": "https://github.com/K-Dense-AI/claude-scientific-skills", + "commit": "4d97e29", + "license": "MIT", + "skills": 5 + }, + "K-Dense-AI/scientific-agent-skills": { + "repo": "https://github.com/K-Dense-AI/scientific-agent-skills", + "commit": "4d97e29", + "license": "MIT", + "skills": 5 + }, + "muratcankoylan/Agent-Skills-for-Context-Engineering": { + "repo": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering", + "commit": "c578e85", + "license": "MIT", + "skills": 1 + }, + "Devin-AXIS/iPolloWork": { + "repo": "https://github.com/Devin-AXIS/iPolloWork", + "commit": "5107542", + "license": "custom (see upstream LICENSE)", + "skills": 1 + }, + "Orchestra-Research/AI-research-SKILLs": { + "repo": "https://github.com/Orchestra-Research/AI-research-SKILLs", + "commit": "773a529", + "license": "MIT", + "skills": 1 + }, + "zechenzhangAGI/AI-research-SKILLs": { + "repo": "https://github.com/zechenzhangAGI/AI-research-SKILLs", + "commit": "773a529", + "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 + }, + "makenotion/claude-code-notion-plugin": { + "repo": "https://github.com/makenotion/claude-code-notion-plugin", + "commit": "9847f2a", + "license": "no explicit license \u2014 referenced by link only", + "skills": 1 + }, + "nWave-ai/nWave": { + "repo": "https://github.com/nWave-ai/nWave", + "commit": "1d0f13c", + "license": "MIT", + "skills": 1 + }, + "affaan-m/everything-claude-code": { + "repo": "https://github.com/affaan-m/everything-claude-code", + "commit": "ed38744", + "license": "MIT", + "skills": 1 + }, + "OthmanAdi/planning-with-files": { + "repo": "https://github.com/OthmanAdi/planning-with-files", + "commit": "bdef0e0", + "license": "MIT", + "skills": 2 + }, + "FlorianBruniaux/claude-code-ultimate-guide": { + "repo": "https://github.com/FlorianBruniaux/claude-code-ultimate-guide", + "commit": "5395214", + "license": "custom (see upstream LICENSE)", + "skills": 1 + } + }, + "total_skills": 80, + "tiers": { + "core": 77, + "adjacent": 3 + } + }, + "provenance": { + "items": { + "esco": 34, + "onet": 57, + "jobads": 37, + "wiki_ai": 0, + "anthropic": 5, + "ai_skills": 168, + "stackx": 0 + }, + "share_percent": { + "esco": 11.3, + "onet": 18.9, + "jobads": 12.3, + "wiki_ai": 0.0, + "anthropic": 1.7, + "ai_skills": 55.8, + "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..f048d81 --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,346 @@ +# External AI agent skills — conservator + +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: ConardLi/garden-skills + +- Repository: [https://github.com/ConardLi/garden-skills](https://github.com/ConardLi/garden-skills) (commit `fbd6453`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `kb-retriever` | adjacent | 面向本地知识库目录的检索和问答助手。核心流程：(1)分层索引导航 (2)遇到PDF/Excel时必须先读取references学习处理方法 (3)处理文件后再检索。按文件类型组合使用 grep、Read、pdfplumber、pandas 进行渐进式检索，避免整文件加载。用户问题涉及"从知识库目录回答问题/检索信息/查资料"时使用。 | [source](https://github.com/ConardLi/garden-skills/tree/fbd6453/skills/kb-retriever) | + +## 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 | +|---|---|---|---| +| `donor-relationship-management` | core | Cultivate and steward donor relationships including prospect research, personalized engagement strategies, gift acknowledgment, and impact reporting | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/arts-culture/skills/donor-relationship-management) | +| `gis-mapping-humanities` | core | Create spatial visualizations and geographic analyses for historical and cultural research questions using QGIS/ArcGIS | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/humanities/skills/gis-mapping-humanities) | +| `Persona Development` | core | Create and maintain user personas from research data for product targeting | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/product-management/skills/persona-development) | +| `ethnographic-research` | core | Conduct participant observation, fieldwork, immersion, and thick description documentation in diverse cultural settings | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/social-sciences/skills/ethnographic-research) | +| `planning-patterns` | core | Structured planning methodology with research, brainstorming, phased plan creation, risk assessment, and plan-to-build continuity. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/cc10x/skills/planning-patterns) | + +## 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 | +|---|---|---|---| +| `orch-pipeline` | core | Shared orchestration engine for the orch-* skill family. Defines the gated Research-Plan-TDD-Review-Commit pipeline, the size classifier, the agent map, and the two human gates that the orch-* operation skills delegate to. Not usually … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/orch-pipeline) | + +## Source: AlpacaLabsLLC/skills-for-architects + +- Repository: [https://github.com/AlpacaLabsLLC/skills-for-architects](https://github.com/AlpacaLabsLLC/skills-for-architects) (commit `4476576`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `workplan` | core | Create a durable, execution-ready work plan for repository changes, operations, research, or AEC project delivery. Use when the user asks to plan, scope, sequence, coordinate, or break down multi-step work before acting. Do not use for … | [source](https://github.com/AlpacaLabsLLC/skills-for-architects/tree/4476576/skills/workplan) | + +## 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 | +|---|---|---|---| +| `ecology-skills` | core | 5 ecology & environmental science skills. Trigger: biodiversity surveys, species data, environmental monitoring. Design: field data collection, spatial analysis, and conservation biology workflows. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/ecology) | +| `automation-skills` | core | 10 research automation skills. Trigger: automating experiments, tracking results, reproducible pipelines. Design: ML experiment management, workflow orchestration, and lab automation tools. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/research/automation) | +| `business-skills` | core | 5 business research skills. Trigger: business strategy, market analysis, competitive intelligence. Design: analytical frameworks and methods for management and innovation research. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/business) | +| `experiment-plan` | core | Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `research-refine`, or when the user asks for a detailed experiment plan, ablation matrix, evaluation protocol, run order, compute … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/42-wanshuiyin-ARIS/skills/experiment-plan) | +| `research-lit` | core | Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/42-wanshuiyin-ARIS/skills/research-lit) | +| `scraping-skills` | core | 6 web scraping & data collection skills. Trigger: collecting web data, finding datasets, API access for research. Design: ethical scraping methods with rate limiting and data quality checks. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/tools/scraping) | +| `write-plan` | core | Use when a research design spec exists and the user is ready to translate it into a concrete implementation plan with phased tasks, artifacts, and verification criteria. Produces a research execution plan organized in canonical research … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/60-regisely-superpapers/skills/write-plan) | +| `academic-web-scraping` | core | Ethical web scraping and API-based data collection for research | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/tools/scraping/academic-web-scraping) | +| `ai-agent-papers-guide` | core | Curated 2024-2026 AI agent research papers collection | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/ai-ml/ai-agent-papers-guide) | +| `assess-outline` | core | Assesses a research paper outline (.qmd file) against structured criteria from Kosuke Imai''s empirical research guide. Evaluates the abstract and section outline for: research question clarity, stated contributions, hypotheses and … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/22-christopherkenny-skills/skills/assess-outline) | +| `daily-paper-generator` | core | Use when the user asks to "generate daily paper", "search arXiv for EEG papers", "find EEG decoding papers", "review brain-computer interface papers", or wants to create paper summaries for EEG/brain decoding/speech decoding research. This … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/33-Galaxy-Dawn-claude-scholar/skills/daily-paper-generator) | +| `data-collection` | core | Use when collecting data for a research project, downloading time series, building a dataset, accessing economic or social data APIs, or scraping data from a non-API source. Handles source discovery, respectful collection, local caching, … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/60-regisely-superpapers/skills/data-collection) | + +## 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 | +|---|---|---|---| +| `harness-plan` | core | HAR: Research-backed, team-validated task planning, Plans.md management, progress sync. Trigger: create a plan, add tasks, update Plans.md, mark complete, check progress. Do NOT load for: implementation, review, release. | [source](https://github.com/Chachamaru127/claude-code-harness/tree/9851b1a/codex/.codex/skills/harness-plan) | + +## 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 | +|---|---|---|---| +| `wrike-automation` | core | Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/wrike-automation) | +| `moodboard-creator` | core | Create visual moodboards from collected inspiration with iterative refinement. Use after trend research or website analysis to synthesize design direction before implementation. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/frontend-design-pro/skills/moodboard-creator) | + +## 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 | +|---|---|---|---| +| `clinicaltrials-database` | core | Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/clinicaltrials-database) | +| `planning` | core | Create and manage persistent markdown planning files for structured task execution. Use when the user asks to "create a plan", "track progress", "start a research project", or when a task requires more than 5 tool calls and needs … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-maestro/planning) | +| `deep-research` | core | Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/deep-research) | +| `scientific-critical-thinking` | core | Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/scientific-critical-thinking) | +| `citation-management` | core | Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/citation-management) | +| `clinical-decision-support` | core | Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/clinical-decision-support) | +| `context7-auto-research` | core | Automatically fetch latest library/framework documentation for Claude Code via Context7 API | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/context7-auto-research) | +| `guidance` | core | Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained generation framework | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/prompt-engineering-guidance) | +| `latex-posters` | core | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/latex-posters) | +| `planning-with-files` | core | Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/productivity/planning-with-files) | + +## Source: Devin-AXIS/iPolloWork + +- Repository: [https://github.com/Devin-AXIS/iPolloWork](https://github.com/Devin-AXIS/iPolloWork) (commit `5107542`, retrieved 2026-07-14) +- License: custom (see upstream LICENSE) + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `context7-docs-research` | core | Resolve the correct library and retrieve a small, relevant set of version-aware official documentation before answering a technical question. | [source](https://github.com/Devin-AXIS/iPolloWork/tree/5107542/examples/plugin-packages/context7/.opencode/skills/context7-docs-research) | + +## Source: FlorianBruniaux/claude-code-ultimate-guide + +- Repository: [https://github.com/FlorianBruniaux/claude-code-ultimate-guide](https://github.com/FlorianBruniaux/claude-code-ultimate-guide) (commit `5395214`, retrieved 2026-07-14) +- License: custom (see upstream LICENSE) + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `plan-pipeline-start` | core | 5-phase planning: PRD analysis, design review, technical decisions, dynamic research team, metrics. Produces a complete implementation plan + ADRs before any code is written. | [source](https://github.com/FlorianBruniaux/claude-code-ultimate-guide/tree/5395214/examples/skills/plan-pipeline/start) | + +## 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 | +|---|---|---|---| +| `clinicaltrials-database` | core | Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/clinicaltrials-database) | +| `scientific-reporting` | core | Write research/technical reports with strong structure + figure standards. Supports Markdown/HTML/PDF outputs (Quarto optional), executive summary, methods, results, discussion, and reproducibility appendix. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/scientific-reporting) | +| `citation-management` | core | Comprehensive citation management for academic research. Resolve bibliographic identifiers, extract accurate metadata, validate citations, deduplicate references, and generate properly formatted BibTeX entries. This skill should be used … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/citation-management) | +| `clinical-decision-support` | core | Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/clinical-decision-support) | +| `comprehensive-research-agent` | core | Ensure thorough validation, error recovery, and transparent reasoning in research tasks with multiple tool calls | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/comprehensive-research-agent) | +| `planning-with-files` | core | Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/planning-with-files) | +| `pptx-posters` | core | Create research posters using HTML/CSS that can be exported to PDF or PPTX. Use this skill ONLY when the user explicitly requests PowerPoint/PPTX poster format. For standard research posters, use latex-posters instead. This skill provides … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/pptx-posters) | +| `pyzotero` | core | Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3. Use this skill when working with Zotero … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/pyzotero) | + +## Source: glittercowboy/taches-cc-resources + +- Repository: [https://github.com/glittercowboy/taches-cc-resources](https://github.com/glittercowboy/taches-cc-resources) (commit `1757615`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `create-meta-prompts` | core | Create optimized prompts for Claude-to-Claude pipelines with research, planning, and execution stages. Use when building prompts that produce outputs for other prompts to consume, or when running multi-stage workflows (research -> plan -> … | [source](https://github.com/glittercowboy/taches-cc-resources/tree/1757615/skills/create-meta-prompts) | + +## 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 | +|---|---|---|---| +| `interview-script` | core | Create a structured user interview script with warm-up, core exploration, and wrap-up sections. Use when preparing for user research interviews to ensure consistent, insightful conversations. | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/interview-script) | + +## 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 | +|---|---|---|---| +| `citation-management` | core | Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/citation-management) | +| `clinical-decision-support` | core | Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/clinical-decision-support) | +| `latex-posters` | core | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/latex-posters) | +| `pptx-posters` | core | Create research posters using HTML/CSS that can be exported to PDF or PPTX. Use this skill ONLY when the user explicitly requests PowerPoint/PPTX poster format. For standard research posters, use latex-posters instead. This skill provides … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/pptx-posters) | +| `pyzotero` | core | Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3. Use this skill when working with Zotero … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/pyzotero) | + +## 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 | +|---|---|---|---| +| `citation-management` | core | Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/citation-management) | +| `clinical-decision-support` | core | Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/clinical-decision-support) | +| `latex-posters` | core | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/latex-posters) | +| `pptx-posters` | core | Create research posters using HTML/CSS that can be exported to PDF or PPTX. Use this skill ONLY when the user explicitly requests PowerPoint/PPTX poster format. For standard research posters, use latex-posters instead. This skill provides … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/pptx-posters) | +| `pyzotero` | core | Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3. Use this skill when working with Zotero … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/pyzotero) | + +## Source: luongnv89/claude-howto + +- Repository: [https://github.com/luongnv89/claude-howto](https://github.com/luongnv89/claude-howto) (commit `a645ffe`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `blog-draft` | core | Draft a blog post from ideas and resources. Use when users want to write a blog post, create content from research, or draft articles. Guides through research, brainstorming, outlining, and iterative drafting with version control. | [source](https://github.com/luongnv89/claude-howto/tree/a645ffe/03-skills/blog-draft) | + +## Source: makenotion/claude-code-notion-plugin + +- Repository: [https://github.com/makenotion/claude-code-notion-plugin](https://github.com/makenotion/claude-code-notion-plugin) (commit `9847f2a`, retrieved 2026-07-14) +- License: no explicit license — referenced by link only + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `notion-research-documentation` | core | Searches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation saved as new Notion pages. Turns scattered information into structured reports with proper citations and … | [source](https://github.com/makenotion/claude-code-notion-plugin/tree/9847f2a/skills/notion/research-documentation) | + +## Source: mikeyobrien/ralph-orchestrator + +- Repository: [https://github.com/mikeyobrien/ralph-orchestrator](https://github.com/mikeyobrien/ralph-orchestrator) (commit `407cb96`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `pdd` | core | Transforms a rough idea into a detailed design document with implementation plan. Follows Prompt-Driven Development — iterative requirements clarification, research, design, and planning. | [source](https://github.com/mikeyobrien/ralph-orchestrator/tree/407cb96/.claude/skills/pdd) | + +## 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 | +|---|---|---|---| +| `ux-research-plan` | core | Create a structured UX research plan for any product question or feature. Use when asked to write a research plan, design a user study, create a discussion guide, write screener questions, or plan usability testing. Produces a full … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-design/skills/ux-research-plan) | +| `research-protocol` | core | Write a structured research protocol or study design document. Use when asked to write a research protocol, study protocol, research plan, methodology section, or research proposal. Produces a complete protocol with objectives, … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-research/skills/research-protocol) | + +## 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 | +|---|---|---|---| +| `comprehensive-research-agent` | core | Ensure thorough validation, error recovery, and transparent reasoning in research tasks with multiple tool calls | [source](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/c578e85/examples/interleaved-thinking/generated_skills/comprehensive-research-agent) | + +## 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-operational-safety` | core | Tool safety protocols, adversarial output validation, error recovery patterns, and I/O contracts for research operations | [source](https://github.com/nWave-ai/nWave/tree/1d0f13c/nWave/skills/nw-operational-safety) | + +## Source: Orchestra-Research/AI-research-SKILLs + +- Repository: [https://github.com/Orchestra-Research/AI-research-SKILLs](https://github.com/Orchestra-Research/AI-research-SKILLs) (commit `773a529`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `guidance` | core | Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained generation framework | [source](https://github.com/Orchestra-Research/AI-research-SKILLs/tree/773a529/16-prompt-engineering/guidance) | + +## Source: OthmanAdi/planning-with-files + +- Repository: [https://github.com/OthmanAdi/planning-with-files](https://github.com/OthmanAdi/planning-with-files) (commit `bdef0e0`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `pi-planning-with-files` | core | Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when asked to plan out, break down, or organize a multi-step project, research task, or any … | [source](https://github.com/OthmanAdi/planning-with-files/tree/bdef0e0/.pi/skills/planning-with-files) | +| `planning-with-files` | core | Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when asked to plan out, break down, or organize a multi-step project, research task, or any … | [source](https://github.com/OthmanAdi/planning-with-files/tree/bdef0e0/.continue/skills/planning-with-files) | + +## Source: pedrohcgs/claude-code-my-workflow + +- Repository: [https://github.com/pedrohcgs/claude-code-my-workflow](https://github.com/pedrohcgs/claude-code-my-workflow) (commit `be53c12`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `grant-proposal` | core | Scaffold a research grant proposal (NSF, NIH, ERC, or foundation) by composing existing primitives — pulls identification strategy from an `/interview-me` spec, delegates the data-management plan to `/data-management-plan` and the … | [source](https://github.com/pedrohcgs/claude-code-my-workflow/tree/be53c12/.claude/skills/grant-proposal) | +| `teach-from-paper` | core | Turn a research paper into teaching materials — a lecture outline, the 3-5 results worth presenting (with intuition), a slide skeleton ready for `/create-lecture`, discussion questions, and a problem-set brief. Reads the paper end-to-end … | [source](https://github.com/pedrohcgs/claude-code-my-workflow/tree/be53c12/.claude/skills/teach-from-paper) | +| `preregister` | core | Draft a structured preregistration document (OSF, AsPredicted, or AEA RCT Registry style) from a research spec or free-form study description. Output is a Markdown file with hypotheses, design, sampling plan, analysis plan, exclusions, and … | [source](https://github.com/pedrohcgs/claude-code-my-workflow/tree/be53c12/.claude/skills/preregister) | + +## Source: robertguss/claude-skills + +- Repository: [https://github.com/robertguss/claude-skills](https://github.com/robertguss/claude-skills) (commit `c31f3be`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `app-review-analyzer` | core | Systematically analyze app reviews for competitor research or own-app reputation management. Categorize reviews by sentiment and themes (bugs, missing features, UX complaints, pricing objections, praise, support issues), identify … | [source](https://github.com/robertguss/claude-skills/tree/c31f3be/skills/mobile-app-dev/app-review-analyzer) | +| `book-research-assistant` | core | Plan, orchestrate, and validate deep research for nonfiction books. Use when an author has completed book architecture and needs to fill research gaps before outlining chapters. Triggers include requests to plan research, generate research … | [source](https://github.com/robertguss/claude-skills/tree/c31f3be/skills/non-fiction-book-factory/book-research-assistant) | + +## Source: rohitg00/skillkit + +- Repository: [https://github.com/rohitg00/skillkit](https://github.com/rohitg00/skillkit) (commit `d2e5c34`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `task-decomposition` | core | Breaks down complex software, writing, or research tasks into small, atomic, independently completable units with dependency graphs and milestone breakdowns. Use when the user asks to plan a project, decompose a feature, create subtasks, … | [source](https://github.com/rohitg00/skillkit/tree/d2e5c34/packages/core/src/methodology/packs/planning/task-decomposition) | + +## Source: tzachbon/smart-ralph + +- Repository: [https://github.com/tzachbon/smart-ralph](https://github.com/tzachbon/smart-ralph) (commit `b26bb23`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `spec-workflow` | core | This skill should be used when the user asks to "build a feature", "create a spec", "start spec-driven development", "run research phase", "generate requirements", "create design", "plan tasks", "implement spec", "check spec status", … | [source](https://github.com/tzachbon/smart-ralph/tree/b26bb23/plugins/ralph-specum/skills/spec-workflow) | +| `communication-style` | core | This skill should be used when generating spec artifacts (research.md, requirements.md, design.md, tasks.md), formatting agent output, structuring phase results, or when any Ralph agent needs guidance on concise, scannable output … | [source](https://github.com/tzachbon/smart-ralph/tree/b26bb23/plugins/ralph-specum/skills/communication-style) | + +## 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 | +|---|---|---|---| +| `experiment-plan` | core | Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `research-refine`, or when the user asks for a detailed experiment plan, ablation matrix, evaluation protocol, run order, compute … | [source](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/eb5c9d7/skills/experiment-plan) | +| `research-lit` | core | Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers. | [source](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/eb5c9d7/skills/research-lit) | +| `render-html` | core | Render an ARIS Markdown / JSON artifact (IDEA_REPORT, AUTO_REVIEW, KILL_ARGUMENT, PAPER_PLAN, research-wiki state, etc.) into a single-file HTML view designed for human reading. Use when the user says \"渲染 HTML\", \"出一份 HTML 报告\", \"render … | [source](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/eb5c9d7/skills/render-html) | + +## Source: zechenzhangAGI/AI-research-SKILLs + +- Repository: [https://github.com/zechenzhangAGI/AI-research-SKILLs](https://github.com/zechenzhangAGI/AI-research-SKILLs) (commit `773a529`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `guidance` | core | Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained generation framework | [source](https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/773a529/16-prompt-engineering/guidance) | diff --git a/references/berufsbild-de.md b/references/berufsbild-de.md new file mode 100644 index 0000000..67d5774 --- /dev/null +++ b/references/berufsbild-de.md @@ -0,0 +1,80 @@ +# Berufsbild (Deutschland) — Konservator/in + +> **Quelle:** BERUFENET, Bundesagentur für Arbeit — Beruf-ID 35327, +> KldB 2010: B 94714 · 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/35327 + +## Aufgaben und Tätigkeiten kompakt + +Konservatoren und Konservatorinnen dokumentieren, verwalten und erhalten Kulturgüter, Kunstobjekte sowie Baudenkmäler. Dazu analysieren sie deren Zustand und sorgen dafür, dass die Artefakte durch geeignete Maßnahmen vor Alterung, Beschädigung oder Zerstörung geschützt sind. Dafür nutzen sie verschiedene Restaurierung: Materielle Sicherung von Werken in einem bestimmten Zustand ohne Wiederherstellung eines früheren Zustands + Bauwesen: Haltbarmachung alter und/oder denkmalgestützter Bausubtanz +" name="Konservierung">Konservierungsmaßnahmen. Zudem überwachen und dokumentieren Konservatoren und Konservatorinnen die Kulturgüter und stellen den fachgerechten Umgang während Lagerungen, Transporten und Ausstellungen sicher. Sie wirken auch an Ausstellungskonzeptionen mit, sind als Sachverständige tätig oder beraten Museumsleitungen z.B. bei Ankaufentscheidungen. + +## Tätigkeitsbezeichnungen + +Konservator/in + +Berufsbezeichnungen in englischer SpracheConservator (m/f) + +Conservator-restorer (m/f) + +Berufsbezeichnungen in französischer SpracheConservateur-restaurateur/Conservatrice-restauratrice + +Conservateur/Conservatrice du patrimoine + +## Die Tätigkeit im Überblick + +Konservatoren und Konservatorinnen befassen sich mit der Pflege, Erhaltung und Dokumentation von Kunstwerken, musealen Objekten, Baudenkmälern oder archäologischen Funden. + +## Trends + +Archäologie und Künstliche Intelligenz (KI)Archäologen und Archäologinnen können englisch: Artificial Intelligence (AI) + Teilgebiet der Informatik, das Strukturen menschlicher Intelligenz untersucht, auf Computer überträgt und Programme für intelligente Problemlösungen entwickelt, z. B. Spracherkennung +" name="Künstliche Intelligenz (KI)">Künstliche Intelligenz (KI) bspw. nutzen, um neue Ausgrabungsorte zu identifizieren. Dabei analysiert die KI Satellitenbilder und verknüpft sie mit weiteren Datenquellen. Auch bei der Auswertung archäologischer Funde wie Keramikscherben, Werkzeugfragmenten oder Schriftresten kommt KI zunehmend zum Einsatz: Ein 3-D-Scanner erfasst die Objekte, die anschließend von der KI anhand von Referenzdatenbanken automatisch zeitlich und geografisch eingeordnet, dokumentiert und klassifiziert werden. Durch den Einsatz automatischer Lernsysteme und neuronaler Netzwerke können Archäologieteams Funde effizient vorsortieren, bestimmten Epochen oder Regionen zuordnen und sogar Vorschläge für Rekonstruktionen erhalten. + +## Aufgaben und Tätigkeiten (Beschreibung) + +Worum geht es?Konservatoren und Konservatorinnen befassen sich mit der Pflege, Erhaltung und Dokumentation von Kunstwerken, musealen Objekten, Baudenkmälern oder archäologischen Funden. +Ausstellungsbetreuung und KonservierungKonservatoren und Konservatorinnen untersuchen und erfassen den Zustand von Objekten, empfehlen Maßnahmen zu deren Schutz und Erhaltung, leiten die Arbeiten oder führen diese selbst durch. In der Baudenkmalpflege erstellen sie z.B. Schriftliches Gutachten auf Grundlage von Expertenwissen, das z.B. Angaben über Herkunft, Stil, Zustand und Größe eines Objektes beinhaltet +" name="Expertise">Expertisen zum Zustand von Skulpturen, Grabmälern oder Bauwerken und setzen Maßnahmen zu deren Konservierung um. In archäologischen und naturkundlichen Sammlungen reinigen sie Ausgrabungsgegenstände bzw. Tier- oder Pflanzenexponate schonend. Sie schützen empfindliche Objekte z.B. durch das Auftragen von Konservierungsmitteln. Im Sinne der Präventiven Konservierung spielen heutzutage auch die Umgebungsbedingungen, in denen Kunst- und Kulturgüter aufbewahrt werden, eine wichtige Rolle. Deshalb sprechen Konservatoren und Konservatorinnen Empfehlungen aus, wie Artefakte optimal vor Kontakt mit Sauerstoff, Licht und Luftfeuchtigkeit geschützt werden können. Darüber hinaus entwickeln sie auch selbst Ausstellungskonzepte und ordnen Sammlungen neu. Sie treten zudem als Sachverständige auf oder beraten Museumsleitungen bei Ankaufentscheidungen. +Wissenschaftliche Forschung und LehreIn der wissenschaftlichen Forschung befassen sich Konservatoren und Konservatorinnen z.B. mit der Weiterentwicklung von Konservierungsmethoden. In der Lehre informieren sie über Erkenntnisse und Maßnahmen zur Sicherung unterschiedlicher Materialien im Kulturgüterschutz. Sie halten Vorlesungen und Seminare, betreuen wissenschaftliche Arbeiten und nehmen Prüfungen ab. Für eigenständige wissenschaftliche Tätigkeiten sind i.d.R. ein Masterstudium und eine Erlangung des Doktorgrades, je nach fachlicher Ausrichtung mit entsprechendem Zusatz, z.B. Dr. phil. (Geisteswissenschaften); befähigt zur eigenständigen Forschung an Universitäten und gleichgestellten Hochschulen; Voraussetzung ist i.d.R. ein Hochschulabschluss, z.B. Master oder Staatsexamen; Promotionsverfahren umfassen eine Doktorarbeit (auch: Dissertation) und eine mündliche Prüfung; Promotionsrecht steht i.d.R. den Universitäten und gleichgestellten Hochschulen zu, Promotionsordnungen der einzelnen Hochschulen regeln das Promotionsv + +## Aufgaben und Tätigkeiten im Einzelnen + +Dokumentation und VerwaltungObjekte und Sammlungen dokumentieren, inventarisieren und katalogisieren + +Zeichnungen, Fotos und andere Abbildungsunterlagen der Zustände vor, während und nach der Konservierung anfertigen bzw. digitalisieren + +Objekte unter Beachtung konservatorischer und sicherheitstechnischer Erfordernisse aufbewahren + +Untersuchung, Auswertung, Konservierungmaterielle Substanz, natürliche Alterungsvorgänge sowie Veränderungen an Objekten untersuchen + +Schadenskatalog inklusive der Darstellung von Schadensursachen erstellen + +Ziel und Umfang von Maßnahmen der Restaurierung: Materielle Sicherung von Werken in einem bestimmten Zustand ohne Wiederherstellung eines früheren Zustands + Bauwesen: Haltbarmachung alter und/oder denkmalgestützter Bausubtanz +" name="Konservierung">Konservierung festlegen, über temporäre oder dauerhafte Maßnahmen entscheiden + + präventive Konservierungsmethoden vorschlagen und umsetzen, z.B. zur Temperatur-, Feuchtigkeits- und Lichtregulierung + +durchgeführte Konservierungsmaßnahmen dokumentieren + +ggf. notwendige Restaurierungsmaßnahmen anstoßen + +als Sachverständige fungieren, Gutachten erstellen + +AusstellungsbetreuungAusstellungen unter Einbeziehung von Konservierungsaspekten planen, organisieren und vorbereiten + +die Museumsleitung beim Kauf von Exponaten beraten + +Exponate in digitalen Sammlungsmanagement-Systemen erfassen + +Wissenschaft und LehreForschungsprojekte betreuen, z.B. zu neuen Konservierungstechniken + +Konservierungsziele, -leitlinien und -maßnahmen weiterentwickeln + +Lehrveranstaltungen vorbereiten und durchführen + +Studierende betreuen, Prüfungen abnehmen diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..84b3fa6 --- /dev/null +++ b/references/market.md @@ -0,0 +1,79 @@ +# Market evidence report — conservator + +Source: **15 real job ads** (JSearch API, countries: us 15), extracted into the MSSQL evidence store; as of 2026-07-10. +This report contains extracted, aggregated facts only — no ad text is +reproduced (copyright / platform terms). + +## Seniority distribution + +| Seniority | Ads | Share | +|---|---|---| +| mid | 8 | 53 % | +| junior | 4 | 27 % | +| lead | 2 | 13 % | +| senior | 1 | 7 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | conservation treatment | 12 | 80 % | +| 2 | condition assessment | 5 | 33 % | +| 3 | environmental monitoring | 3 | 20 % | +| 4 | research | 3 | 20 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | exhibition support | 4 | 27 % | +| 2 | intern supervision | 3 | 20 % | + +## Regional breakdown + +> **Corpus note:** 15 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative. + +### US (us) + +**Insufficient evidence** — 15 ads (minimum for a regional ranking: 30). No ranking is reported for this region. + +### UK (gb) + +**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region. + +### EU/DACH (de, at, ch, nl) + +**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region. + + +## Job title variants in the market + +| Title | Ads | +|---|---| +| Assistant Conservator | 1 | +| Assistant Conservator of Paper | 1 | +| Assistant Conservator of Paper (The Colonial Williamsburg Foundation) | 1 | +| Assistant Conservator, Book Conservation | 1 | +| Associate Conservator of Costumes and Textiles | 1 | +| Associate Conservator of Furniture and Woodwork | 1 | +| Associate Objects Conservator | 1 | +| Conservator | 1 | +| Conservator (Costumes and Textiles) | 1 | +| Conservator/Senior Conservator of Paintings | 1 | +| Head Conservator — Photographs & Time‑ Media | 1 | +| Lead Conservation Technician - AR60083397 | 1 | +| Lead Conservator, Paintings Lab – Historic Collections | 1 | +| Lead Paper & Photo Conservator, Archives Lab | 1 | +| Paper Conservator for Museum Exhibitions & Research | 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..1873a7a --- /dev/null +++ b/references/profile.md @@ -0,0 +1,20 @@ +# Occupation profile — conservator + +- **ESCO URI:** http://data.europa.eu/esco/occupation/7556c748-15b4-4e44-97d9-00d885d4cd7d +- **ESCO code:** 2621.3 +- **ISCO-08 group:** 2621 — Archivists and curators + +## Description (ESCO) + +Conservators organise and valorise works of art, buildings, books and furniture. They work in a wide range of areas such as creating and implementing new collections of art, preserving heritage buildings by applying restoration techniques as well as foreseeing the conservation of literary works, films, and valuable objects. + +## Definition + +nan + +## Alternative labels + +- furniture conservation officer +- building conservation officer +- furniture conservator +- books conservator diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..a714fe7 --- /dev/null +++ b/references/skills.md @@ -0,0 +1,62 @@ +# Competences — conservator + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/7556c748-15b4-4e44-97d9-00d885d4cd7d). + +## Essential + +- **apply strategic thinking** (skill/competence) +- **assess conservation needs** (skill/competence) +- **assess museum object condition** (skill/competence) +- **coordinate operational activities** (skill/competence) +- **cope with challenging demands** (skill/competence) +- **create collection conservation plan** (skill/competence) +- **create solutions to problems** (skill/competence) +- **ensure safety of exhibition** (skill/competence) +- **examine conservation issues** (skill/competence) +- **meet deadlines** (skill/competence) +- **museum databases** (knowledge) +- **plan measures to safeguard cultural heritage** (skill/competence) +- **provide conservation advice** (skill/competence) +- **structure information** (skill/competence) +- **use ICT resources to solve work related tasks** (skill/competence) + +## Optional + +- apply restoration techniques (skill/competence) +- art collections (knowledge) +- art history (knowledge) +- art-historical values (knowledge) +- cultural history (knowledge) +- cultural projects (knowledge) +- estimate restoration costs (skill/competence) +- estimate restoration costs of antique items (skill/competence) +- evaluate art quality (skill/competence) +- furniture, carpet and lighting equipment products (knowledge) +- historic architecture (knowledge) +- history (knowledge) +- interact with an audience (skill/competence) +- perform project management (skill/competence) +- present reports (skill/competence) +- provide project information on exhibitions (skill/competence) +- respect cultural differences in the field of exhibition (skill/competence) +- supervise projects for the conservation of heritage buildings (skill/competence) + + + +## Market evidence (job-ad analysis, 15 ads, as of 2026-07-10) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- conservation treatment — **80 %** +- condition assessment — **33 %** +- research — **20 %** +- environmental monitoring — **20 %** + +### Responsibilities + +- exhibition support — **27 %** +- intern supervision — **20 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..c780baf --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,35 @@ +# Tasks & work activities — conservator + +Source: O*NET 30.3, occupation 25-4011.00 (Archivists) — manual nearest-occupation mapping via ISCO group 2621; the official ESCO crosswalk has no entry for this ESCO occupation. + +## Task statements + +- **[Core]** Create and maintain accessible, retrievable computer archives and databases, incorporating current advances in electronic information storage technology. +- **[Core]** Organize archival records and develop classification systems to facilitate access to archival materials. +- **[Core]** Authenticate and appraise historical documents and archival materials. +- **[Core]** Provide reference services and assistance for users needing archival materials. +- **[Core]** Direct activities of workers who assist in arranging, cataloguing, exhibiting, and maintaining collections of valuable materials. +- **[Core]** Prepare archival records, such as document descriptions, to allow easy access to information. +- **[Core]** Preserve records, documents, and objects, copying records to film, videotape, audiotape, disk, or computer formats as necessary. +- **[Core]** Establish and administer policy guidelines concerning public access and use of materials. +- **[Core]** Locate new materials and direct their acquisition and display. +- **[Core]** Research and record the origins and historical significance of archival materials. +- **[Core]** Specialize in an area of history or technology, researching topics or items relevant to collections to determine what should be retained or acquired. +- **[Core]** Coordinate educational and public outreach programs, such as tours, workshops, lectures, and classes. +- **[Core]** Select and edit documents for publication and display, applying knowledge of subject, literary expression, and presentation techniques. + +## Detailed work activities + +- Collect archival data. +- Develop library or archival databases. +- Develop policies or procedures for archives, museums or libraries. +- Direct activities of subordinates. +- Edit documents. +- Evaluate characteristics of archival or historical objects. +- Help patrons use library or archival resources. +- Order instructional or library materials or equipment. +- Organize informational materials. +- Plan community programs or activities for the general public. +- Prepare materials for preservation, storage, or display. +- Research topics in area of expertise. +- Write informational material. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..bcb44f5 --- /dev/null +++ b/references/tools.md @@ -0,0 +1,36 @@ +# Tools & technology — conservator + +Source: O*NET 30.3, occupation 25-4011.00 (Archivists) — manual nearest-occupation mapping via ISCO group 2621; the official ESCO crosswalk has no entry for this ESCO occupation. + +| Software | Category | Hot technology | +|---|---|---| +| Adobe Acrobat | Document management software | yes | +| Adobe Creative Cloud software | Graphics or photo imaging software | yes | +| Adobe Illustrator | Graphics or photo imaging software | yes | +| Adobe InDesign | Desktop publishing software | yes | +| Adobe Photoshop | Graphics or photo imaging software | yes | +| Extensible markup language XML | Enterprise application integration software | yes | +| Hypertext markup language HTML | Web platform development software | yes | +| Microsoft Access | Data base user interface and query software | yes | +| Microsoft Excel | Spreadsheet software | yes | +| Microsoft Office software | Office suite software | yes | +| Microsoft Outlook | Electronic mail software | yes | +| Microsoft PowerPoint | Presentation software | yes | +| Microsoft Word | Word processing software | yes | +| Adlib Information Systems Adlib Archive | Data base user interface and query software | | +| Adobe Premiere Pro | Video creation and editing software | | +| Apple Final Cut Pro | Video creation and editing software | | +| Archivists' Toolkit | Data base user interface and query software | | +| Archon | Data base user interface and query software | | +| Corel Paint Shop Pro | Graphics or photo imaging software | | +| Database software | Data base user interface and query software | | +| DiMeMa CONTENTdm | Data base user interface and query software | | +| Dynamic hypertext markup language DHTML | Web platform development software | | +| Encoded archival system EAD | Development environment software | | +| Esri ArcGIS | Geographic information system | | +| FileMaker Pro | Data base user interface and query software | | +| Gallery Systems The Museum System | Data base user interface and query software | | +| Geographic information system GIS systems | Geographic information system | | +| Omeka software | Document management software | | +| PREMIS | Data base user interface and query software | | +| Web browser software | Internet browser software | |