feat: government-minister skill package v0.1.0
This commit is contained in:
30
PROVENANCE.md
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PROVENANCE.md
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# Data provenance — government-minister
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Where the content of this skill package comes from, counted by
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content items (tasks, competences, tools, evidence entries, curated
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knowledge). Rendered live by Gitea:
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```mermaid
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%%{init: {'theme':'base','themeVariables':{'pie1':'#f9a825','pie2':'#1e88e5','pie3':'#d97757','pie4':'#8e24aa','pieOuterStrokeWidth':'0px','pieSectionTextColor':'#fff'}}}%%
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pie showData
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title Content sources — government-minister
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"ESCO (occupation & competences)" : 33
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"O*NET (tasks & tools)" : 90
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"Anthropic official Claude skills" : 5
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"External AI skill packs (mapped)" : 189
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```
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| Source | Items | Share | Files |
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|---|---|---|---|
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| ESCO (occupation & competences) | 33 | 10.4 % | references/profile.md, references/skills.md |
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| O*NET (tasks & tools) | 90 | 28.4 % | references/tasks.md, references/tools.md |
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| Job boards (market evidence) | 0 | 0.0 % | references/market.md (full report) + "Market evidence" headline sections |
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| Wikipedia & AI expert curation | 0 | 0.0 % | glossary, literature, usecases, intake, quality, evals/ |
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| Anthropic official Claude skills | 5 | 1.6 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
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| External AI skill packs (mapped) | 189 | 59.6 % | references/ai-skills.md (per-source attribution inside) |
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| Stack Exchange practitioner Q&A (CC-BY-SA) | 0 | 0.0 % | references/practitioner-qa.md (per-entry attribution inside) |
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Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) ·
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job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content
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paraphrased with source URLs — never copied · external AI skills are
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linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md).
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60
SKILL.md
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60
SKILL.md
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---
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name: government-minister
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description: "Occupational skill for the role 'government minister' (also: assembley minister, prime minister, minister of state, member of parliament, minister, secretary of state). Use when the user asks for typical government minister work such as: Analyze and understand the local and national implications of proposed legislation.; Appoint nominees to leadership posts, or approve such appointments.; Confer with colleagues to formulate positions and strategies pertaining to pending issues."
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---
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# Government Minister
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Government ministers function as decision-makers in national or regional governments, and head government ministries. They perform legislative duties and supervise the operation of their department.
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## Core workflow
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1. Analyze and understand the local and national implications of proposed legislation.
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2. Appoint nominees to leadership posts, or approve such appointments.
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3. Confer with colleagues to formulate positions and strategies pertaining to pending issues.
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4. Debate the merits of proposals and bill amendments during floor sessions, following the appropriate rules of procedure.
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5. Develop expertise in subject matters related to committee assignments.
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6. Hear testimony from constituents, representatives of interest groups, board and commission members, and others with an interest in bills or issues under consideration.
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7. Keep abreast of the issues affecting constituents by making personal visits and phone calls, reading local newspapers, and viewing or listening to local broadcasts.
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8. Maintain knowledge of relevant national and international current events.
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## How to use this skill
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- Read [references/profile.md](references/profile.md) for the occupation profile and scope.
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- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory.
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- Check [references/skills.md](references/skills.md) for essential vs. optional competences.
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- Check [references/tools.md](references/tools.md) for the software commonly used in this role.
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- See [references/ai-skills.md](references/ai-skills.md) — matched external AI agent skills (per-source attribution).
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## Key competences (essential)
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- analyse legislation
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- apply crisis management
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- brainstorm ideas
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- constitutional law
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- good governance
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- government policy implementation
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- government representation
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- legislation procedure
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- make legislative decisions
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- manage government policy implementation
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- perform political negotiation
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- prepare legislation proposition
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- present legislation proposition
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- rhetoric
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## Hot technologies
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- Microsoft Access
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- Microsoft SQL Server
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- Structured query language SQL
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- Microsoft Visual Basic
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- Adobe Acrobat
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- Microsoft SharePoint
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- Microsoft Outlook
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- Microsoft Office software
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- Microsoft Excel
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- Cisco Webex
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---
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*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/404a50e9-61ce-448d-a695-bbfc697a0727), O*NET 30.3 (11-1031.00). See manifest.json for licensing/attribution.*
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298
manifest.json
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manifest.json
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{
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"name": "government-minister",
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"title": "government minister",
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"version": "0.1.0",
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"layer": "core",
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"language": "en",
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"generated": "2026-07-07",
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"ids": {
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"esco_uri": "http://data.europa.eu/esco/occupation/404a50e9-61ce-448d-a695-bbfc697a0727",
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"esco_code": "1111.2",
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"isco_group": "1111",
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"onet_soc": "11-1031.00",
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"crosswalk_match": "closeMatch"
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},
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"sources": [
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{
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"name": "ESCO",
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"version": "1.2.1",
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"url": "https://esco.ec.europa.eu/"
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},
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{
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"name": "O*NET",
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"version": "30.3",
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"url": "https://www.onetcenter.org/",
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"license": "CC BY 4.0"
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}
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],
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"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",
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"counts": {
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"tasks": 30,
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"dwas": 27,
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"skills_essential": 14,
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"skills_optional": 18,
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"software": 32
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},
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"enrichment_ai_skills": {
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"generated": "2026-07-14",
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"method": "deterministic mapping (ISCO prefix + title/competence keywords)",
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"sources": {
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"anthropics/skills": {
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"repo": "https://github.com/anthropics/skills",
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"commit": "f6656c1",
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"license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder",
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"skills": 2
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},
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"wshobson/agents": {
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"repo": "https://github.com/wshobson/agents",
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"commit": "6fd3247",
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"license": "MIT (c) Seth Hobson",
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"skills": 1
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},
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"mohitagw15856/pm-claude-skills": {
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"repo": "https://github.com/mohitagw15856/pm-claude-skills",
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"commit": "876fa30",
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"license": "MIT",
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"skills": 5
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},
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"samber/cc-skills-golang": {
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"repo": "https://github.com/samber/cc-skills-golang",
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"commit": "4881c01",
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"license": "MIT",
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"skills": 3
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},
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"brycewang-stanford/Auto-Empirical-Research-Skills": {
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"repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
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"commit": "85bf545",
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"license": "CC-BY-4.0",
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"skills": 4
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},
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"Chachamaru127/claude-code-harness": {
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"repo": "https://github.com/Chachamaru127/claude-code-harness",
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"commit": "9851b1a",
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"license": "custom (see upstream LICENSE)",
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"skills": 3
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},
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"davila7/claude-code-templates": {
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"repo": "https://github.com/davila7/claude-code-templates",
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"commit": "fa79251",
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"license": "MIT",
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"skills": 6
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},
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"WenyuChiou/agent-collab-skills": {
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"repo": "https://github.com/WenyuChiou/agent-collab-skills",
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"commit": "f3c4097",
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"license": "MIT",
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"skills": 1
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},
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"staruhub/ClaudeSkills": {
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"repo": "https://github.com/staruhub/ClaudeSkills",
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"commit": "3d4045d",
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"license": "MIT",
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"skills": 1
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},
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"jeremylongshore/claude-code-plugins-plus-skills": {
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"repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
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"commit": "e112938a",
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"license": "MIT",
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"skills": 10
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},
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"davepoon/buildwithclaude": {
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"repo": "https://github.com/davepoon/buildwithclaude",
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"commit": "3c94e0c",
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"license": "MIT",
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"skills": 4
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},
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"ruvnet/claude-code-flow": {
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"repo": "https://github.com/ruvnet/claude-code-flow",
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"commit": "73914bd",
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"license": "MIT",
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"skills": 3
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},
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"ruvnet/ruflo": {
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"repo": "https://github.com/ruvnet/ruflo",
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"commit": "73914bd",
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"license": "MIT",
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"skills": 3
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},
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"infrasity-labs/dev-gtm-claude-skills": {
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"repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills",
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"commit": "02cfefb",
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"license": "MIT",
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"skills": 1
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},
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"silverstein/minutes": {
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"repo": "https://github.com/silverstein/minutes",
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"commit": "3fb2e83",
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"license": "MIT",
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"skills": 1
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},
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"backnotprop/plannotator": {
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"repo": "https://github.com/backnotprop/plannotator",
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"commit": "29513e1",
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"license": "Apache-2.0",
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"skills": 1
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},
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"a5c-ai/babysitter": {
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"repo": "https://github.com/a5c-ai/babysitter",
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"commit": "44a5d58b",
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"license": "MIT",
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"skills": 3
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},
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"affaan-m/everything-claude-code": {
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"repo": "https://github.com/affaan-m/everything-claude-code",
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"commit": "ed38744",
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"license": "MIT",
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"skills": 2
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},
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"DheerG/swarms": {
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"repo": "https://github.com/DheerG/swarms",
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"commit": "617900e",
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"license": "MIT",
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"skills": 1
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},
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"dembrandt/dembrandt-skills": {
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"repo": "https://github.com/dembrandt/dembrandt-skills",
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"commit": "38cd2b7",
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"license": "MIT",
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"skills": 2
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},
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"JimLiu/baoyu-skills": {
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"repo": "https://github.com/JimLiu/baoyu-skills",
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"commit": "6b7a2e4",
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"license": "MIT",
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"skills": 1
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},
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"basicmachines-co/basic-memory": {
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"repo": "https://github.com/basicmachines-co/basic-memory",
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"commit": "53da71c",
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"license": "custom (see upstream LICENSE)",
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"skills": 3
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},
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"alirezarezvani/claude-skills": {
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"repo": "https://github.com/alirezarezvani/claude-skills",
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"commit": "0241f43",
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"license": "MIT",
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"skills": 3
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},
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"rampstackco/claude-skills": {
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"repo": "https://github.com/rampstackco/claude-skills",
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"commit": "bc6d961",
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"license": "MIT",
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"skills": 1
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},
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"muratcankoylan/Agent-Skills-for-Context-Engineering": {
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"repo": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering",
|
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"commit": "c578e85",
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"license": "MIT",
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"skills": 1
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},
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"nexscope-ai/eCommerce-Skills": {
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"repo": "https://github.com/nexscope-ai/eCommerce-Skills",
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"commit": "56f3288",
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"license": "MIT",
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"skills": 1
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},
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"sanjay3290/ai-skills": {
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"repo": "https://github.com/sanjay3290/ai-skills",
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"commit": "3619692",
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"license": "Apache-2.0",
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"skills": 2
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},
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"JuneYaooo/gpt-image2-ppt-skills": {
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"repo": "https://github.com/JuneYaooo/gpt-image2-ppt-skills",
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"commit": "3bd6511",
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"license": "Apache-2.0",
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"skills": 1
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},
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"googleworkspace/cli": {
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"repo": "https://github.com/googleworkspace/cli",
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"commit": "a3768d0",
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"license": "Apache-2.0",
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"skills": 1
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},
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"rohitg00/skillkit": {
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"repo": "https://github.com/rohitg00/skillkit",
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"commit": "d2e5c34",
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"license": "Apache-2.0",
|
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"skills": 1
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},
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"aden-hive/hive": {
|
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"repo": "https://github.com/aden-hive/hive",
|
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"commit": "3c390c9",
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"license": "Apache-2.0",
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"skills": 1
|
||||
},
|
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"gooseworks-ai/goose-skills": {
|
||||
"repo": "https://github.com/gooseworks-ai/goose-skills",
|
||||
"commit": "94ec916",
|
||||
"license": "no explicit license \u2014 referenced by link only",
|
||||
"skills": 1
|
||||
},
|
||||
"vibeeval/vibecosystem": {
|
||||
"repo": "https://github.com/vibeeval/vibecosystem",
|
||||
"commit": "cea9462",
|
||||
"license": "MIT",
|
||||
"skills": 1
|
||||
},
|
||||
"microsoft/skills": {
|
||||
"repo": "https://github.com/microsoft/skills",
|
||||
"commit": "dc543aa",
|
||||
"license": "MIT",
|
||||
"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
|
||||
},
|
||||
"anbeime/skill": {
|
||||
"repo": "https://github.com/anbeime/skill",
|
||||
"commit": "ddad607",
|
||||
"license": "no explicit license \u2014 referenced by link only",
|
||||
"skills": 1
|
||||
},
|
||||
"wondelai/skills": {
|
||||
"repo": "https://github.com/wondelai/skills",
|
||||
"commit": "326b380",
|
||||
"license": "MIT",
|
||||
"skills": 1
|
||||
}
|
||||
},
|
||||
"total_skills": 80,
|
||||
"tiers": {
|
||||
"core": 5,
|
||||
"adjacent": 75
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
"items": {
|
||||
"esco": 33,
|
||||
"onet": 90,
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||||
"jobads": 0,
|
||||
"wiki_ai": 0,
|
||||
"anthropic": 5,
|
||||
"ai_skills": 189,
|
||||
"stackx": 0
|
||||
},
|
||||
"share_percent": {
|
||||
"esco": 10.4,
|
||||
"onet": 28.4,
|
||||
"jobads": 0.0,
|
||||
"wiki_ai": 0.0,
|
||||
"anthropic": 1.6,
|
||||
"ai_skills": 59.6,
|
||||
"stackx": 0.0
|
||||
},
|
||||
"method": "content items per source category"
|
||||
},
|
||||
"collar": "white",
|
||||
"computer_work": true
|
||||
}
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||||
402
references/ai-skills.md
Normal file
402
references/ai-skills.md
Normal file
@@ -0,0 +1,402 @@
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||||
# External AI agent skills — government-minister
|
||||
|
||||
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: wshobson/agents
|
||||
|
||||
- Repository: [https://github.com/wshobson/agents](https://github.com/wshobson/agents) (commit `6fd3247`, retrieved 2026-07-14)
|
||||
- License: MIT (c) Seth Hobson
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `team-collaboration-dx-optimizer (agent)` | adjacent | Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed. | [source](https://github.com/wshobson/agents/tree/main/plugins/team-collaboration/agents/dx-optimizer.md) |
|
||||
|
||||
## 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 |
|
||||
|---|---|---|---|
|
||||
| `policy-communication` | adjacent | Translate research findings into accessible policy briefs, presentations, and stakeholder communications | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/social-sciences/skills/policy-communication) |
|
||||
| `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) |
|
||||
|
||||
## 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 |
|
||||
|---|---|---|---|
|
||||
| `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) |
|
||||
| `knowledge-ops` | adjacent | Knowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector stores, Git repos). Use when the user wants to save, organize, sync, deduplicate, or search across their knowledge … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/knowledge-ops) |
|
||||
|
||||
## 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 |
|
||||
|---|---|---|---|
|
||||
| `ceo-advisor` | adjacent | Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/c-level-advisor/skills/ceo-advisor) |
|
||||
| `decision-logger` | adjacent | Two-layer memory architecture for board meeting decisions. Manages raw transcripts (Layer 1) and approved decisions (Layer 2). Use when logging decisions after a board meeting, reviewing past decisions with /cs:decisions, or checking … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/c-level-advisor/skills/decision-logger) |
|
||||
| `founder-coach` | adjacent | Personal leadership development for founders and first-time CEOs. Covers founder archetype identification, delegation frameworks, energy management, CEO calendar audits, leadership style evolution, blind spot identification, imposter … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/c-level-advisor/skills/founder-coach) |
|
||||
|
||||
## Source: anbeime/skill
|
||||
|
||||
- Repository: [https://github.com/anbeime/skill](https://github.com/anbeime/skill) (commit `ddad607`, retrieved 2026-07-14)
|
||||
- License: no explicit license — referenced by link only
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `law-to-markdown` | adjacent | 将法条/规范文件(.txt/.docx/.pdf)转为 Markdown。适用于用户要求“法条转 markdown”“pdf/docx 转 markdown”。处理 .pdf/.docx 时先检查是否已安装 mineru-ocr skill;未安装先引导安装,安装后优先用 mineru-ocr;仅在用户明确同意时再用本地回退方案。 | [source](https://github.com/anbeime/skill/tree/ddad607/skills/legal-assistant-skills-main/law-to-markdown) |
|
||||
|
||||
## Source: backnotprop/plannotator
|
||||
|
||||
- Repository: [https://github.com/backnotprop/plannotator](https://github.com/backnotprop/plannotator) (commit `29513e1`, retrieved 2026-07-14)
|
||||
- License: Apache-2.0
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `plannotator-visual-explainer` | adjacent | Generate self-contained HTML visualizations with Plannotator theming. Use for implementation plans, PR explainers, architecture diagrams, data tables, slide decks, and any visual explanation of technical concepts. Plans and PR explainers … | [source](https://github.com/backnotprop/plannotator/tree/29513e1/apps/skills/extra/plannotator-visual-explainer) |
|
||||
|
||||
## 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 |
|
||||
|---|---|---|---|
|
||||
| `basic-memory` | adjacent | Use the Basic Memory knowledge graph for persistent memory across sessions. Search before answering; capture decisions, meetings, and insights as notes. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/integrations/hermes/skill) |
|
||||
| `bm-checkpoint` | adjacent | Save a deliberate Codex work checkpoint to Basic Memory with changed files, verification, decisions, blockers, and the next action. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/plugins/codex/skills/bm-checkpoint) |
|
||||
| `bm-orient` | adjacent | Orient Codex from Basic Memory before substantial repo work by reading active tasks, decisions, recent Codex checkpoints, and repo conventions. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/plugins/codex/skills/bm-orient) |
|
||||
|
||||
## 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 |
|
||||
|---|---|---|---|
|
||||
| `compiledeck` | core | Create and compile beautiful Beamer presentations following the Rhetoric of Decks philosophy. Use when making slides, creating decks, or compiling .tex presentation files. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/13-scunning1975-MixtapeTools/skills/compiledeck) |
|
||||
| `referee2` | core | Systematic audit and review by Referee 2. Two modes — "deck" reviews slide presentations for rhetoric, visual quality, and compile cleanliness; "code" performs cross-language replication and econometric audit of empirical pipelines. Use … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/13-scunning1975-MixtapeTools/skills/referee2) |
|
||||
| `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) |
|
||||
| `post-acceptance` | adjacent | This skill should be used when the user asks to "prepare conference presentation", "create presentation slides", "design poster", "make academic poster", "write promotion content", "create Twitter thread", or mentions post-acceptance … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/33-Galaxy-Dawn-claude-scholar/skills/post-acceptance) |
|
||||
|
||||
## 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-brief` | adjacent | Generate a Plan Brief HTML for non-engineer vibecoders before implementation starts. Searches harness-mem (project-only) for relevant past decisions, patterns, and Plans archive entries, then renders a single-file HTML artifact summarizing … | [source](https://github.com/Chachamaru127/claude-code-harness/tree/9851b1a/codex/.codex/skills/harness-plan-brief) |
|
||||
| `harness-setup` | adjacent | HAR: Project init, tool setup, agent config, memory setup, skill mirror sync. Trigger: setup, init, new project, CI/Codex setup, harness-mem, mirror. Do NOT load for: implementation, review, release, planning. | [source](https://github.com/Chachamaru127/claude-code-harness/tree/9851b1a/codex/.codex/skills/harness-setup) |
|
||||
| `memory` | adjacent | Manage SSOT, memory, and cross-tool memory search. Guardian of decisions.md and patterns.md. Use when user mentions memory, SSOT, decisions.md, patterns.md, merging, migration, SSOT promotion, sync memory, save learnings, memory search, … | [source](https://github.com/Chachamaru127/claude-code-harness/tree/9851b1a/codex/.codex/skills/memory) |
|
||||
|
||||
## Source: davepoon/buildwithclaude
|
||||
|
||||
- Repository: [https://github.com/davepoon/buildwithclaude](https://github.com/davepoon/buildwithclaude) (commit `3c94e0c`, retrieved 2026-07-14)
|
||||
- License: MIT
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `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) |
|
||||
| `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) |
|
||||
| `close` | adjacent | Commit the session to durable vault memory and prepare a clean resume point | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/aigent-os/skills/close) |
|
||||
| `handoff` | adjacent | End-of-session ritual. Captures decisions, lessons, gotchas, and open threads. Writes a narrative session log to ~/.origin/sessions/ and stores granular memories via Origin MCP. Previews any unconfirmed captures from the current session … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/origin/skills/handoff) |
|
||||
|
||||
## Source: davila7/claude-code-templates
|
||||
|
||||
- Repository: [https://github.com/davila7/claude-code-templates](https://github.com/davila7/claude-code-templates) (commit `fa79251`, retrieved 2026-07-14)
|
||||
- License: MIT
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `agent-memory-mcp` | adjacent | 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) |
|
||||
| `Excel Analysis` | adjacent | Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or .xlsx files. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/enterprise-communication/excel-analysis) |
|
||||
| `c-pro` | adjacent | Write efficient C code with proper memory management, pointer | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/c-pro) |
|
||||
| `context-window-management` | adjacent | Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long context. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/context-window-management) |
|
||||
| `it-operations` | adjacent | Manages IT infrastructure, monitoring, incident response, and service reliability. Provides frameworks for ITIL service management, observability strategies, automation, backup/recovery, capacity planning, and operational excellence … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/it-operations) |
|
||||
| `langchain` | adjacent | Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct agents, tool calling, memory management, and vector store retrieval. Use for … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/agents-langchain) |
|
||||
|
||||
## Source: dembrandt/dembrandt-skills
|
||||
|
||||
- Repository: [https://github.com/dembrandt/dembrandt-skills](https://github.com/dembrandt/dembrandt-skills) (commit `38cd2b7`, retrieved 2026-07-14)
|
||||
- License: MIT
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `authentic-product-representation` | adjacent | Product visuals — hero shots, demos, screenshots, landing-page panels — must reproduce the real product, not a stylised poster of it. Design with real content and real data, mirror the actual output the product generates, keep every label … | [source](https://github.com/dembrandt/dembrandt-skills/tree/38cd2b7/skills/authentic-product-representation) |
|
||||
| `coordinated-data-views` | adjacent | When data has both a tabular/list representation and a visual representation, show both simultaneously and keep them synchronized. Clicking a row highlights the corresponding element in the visual view, and vice versa. Applies to maps, … | [source](https://github.com/dembrandt/dembrandt-skills/tree/38cd2b7/skills/coordinated-data-views) |
|
||||
|
||||
## 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: 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 |
|
||||
|---|---|---|---|
|
||||
| `gws-calendar` | adjacent | Google Calendar: Manage calendars and events. | [source](https://github.com/googleworkspace/cli/tree/a3768d0/skills/gws-calendar) |
|
||||
|
||||
## Source: gooseworks-ai/goose-skills
|
||||
|
||||
- Repository: [https://github.com/gooseworks-ai/goose-skills](https://github.com/gooseworks-ai/goose-skills) (commit `94ec916`, retrieved 2026-07-14)
|
||||
- License: no explicit license — referenced by link only
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `investor-call-prep` | adjacent | Prepare for investor calls by pulling upcoming meetings from Google Calendar, deeply researching each investor and their firm (website scraping, portfolio analysis, thesis extraction), checking for competitor conflicts, and outputting an … | [source](https://github.com/gooseworks-ai/goose-skills/tree/94ec916/skills/research/capabilities/investor-call-prep) |
|
||||
|
||||
## 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: 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 |
|
||||
|---|---|---|---|
|
||||
| `form-deck` | adjacent | Use when asked to design a pitch deck, presentation, or slide set. Examples: "design a pitch deck", "create a sales deck", "make a conference presentation", "build an investor deck", "help me present this to the board", "create slides for … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/form-deck) |
|
||||
| `windsurf-cascade-context` | adjacent | 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) |
|
||||
| `apify-cost-tuning` | adjacent | Optimize Apify platform costs through memory tuning, compute unit management, and proxy budgeting. Use when analyzing Apify billing, reducing Actor run costs, or implementing usage monitoring and budget alerts. Trigger: "apify cost", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/apify-pack/skills/apify-cost-tuning) |
|
||||
| `atlas-present` | adjacent | Generate a polished HTML presentation page and Obsidian Canvas for big releases — new products, takeovers, major migrations. Non-technical audience. Use when asked to "present this", "release announcement", "show what we built", or … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/atlas-present) |
|
||||
| `cursor-context-management` | adjacent | Optimize context window usage in Cursor with @-mentions, context pills, and conversation strategy. Triggers on "cursor context", "context window", "context limit", "cursor memory", "context management", "@-mentions", "context pills". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/cursor-pack/skills/cursor-context-management) |
|
||||
| `cursor-performance-tuning` | adjacent | Optimize Cursor IDE performance: reduce memory usage, speed up indexing, tune AI features, and manage extensions for large codebases. Triggers on "cursor performance", "cursor slow", "cursor optimization", "cursor memory", "speed up … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/cursor-pack/skills/cursor-performance-tuning) |
|
||||
| `demo-video` | adjacent | Generate polished demo videos from a single prompt. Use when the user asks to create a demo video, product walkthrough, feature showcase, or animated presentation. Trigger with "make a demo video", "create a product video", "demo … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/community/framecraft/skills/demo-video) |
|
||||
| `evernote-core-workflow-a` | adjacent | Execute Evernote primary workflow: Note Creation and Management. Use when creating notes, organizing content, managing notebooks, or implementing note-taking features. Trigger with phrases like "create evernote note", "evernote note … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/evernote-pack/skills/evernote-core-workflow-a) |
|
||||
| `gamma-core-workflow-b` | adjacent | Generate from templates, retrieve exports, and manage sharing via Gamma API. Use when creating content from template gammas, downloading PDF/PPTX/PNG exports, or configuring sharing and folder organization. Trigger: "gamma template", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/gamma-pack/skills/gamma-core-workflow-b) |
|
||||
| `made-to-stick` | adjacent | 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) |
|
||||
|
||||
## Source: JimLiu/baoyu-skills
|
||||
|
||||
- Repository: [https://github.com/JimLiu/baoyu-skills](https://github.com/JimLiu/baoyu-skills) (commit `6b7a2e4`, retrieved 2026-07-14)
|
||||
- License: MIT
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `baoyu-slide-deck` | adjacent | Generates professional slide deck images from content. Creates outlines with style instructions, then generates individual slide images. Use when user asks to "create slides", "make a presentation", "generate deck", "slide deck", or "PPT". | [source](https://github.com/JimLiu/baoyu-skills/tree/6b7a2e4/skills/baoyu-slide-deck) |
|
||||
|
||||
## Source: JuneYaooo/gpt-image2-ppt-skills
|
||||
|
||||
- Repository: [https://github.com/JuneYaooo/gpt-image2-ppt-skills](https://github.com/JuneYaooo/gpt-image2-ppt-skills) (commit `3bd6511`, retrieved 2026-07-14)
|
||||
- License: Apache-2.0
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `gpt-image2-ppt` | adjacent | Generate visually striking PPT slides via OpenAI's gpt-image-2 -- use any style in styles/<id>.md or mimic a user-supplied .pptx template; outputs high-res slide PNGs and a 16:9 .pptx. Use when the user asks to make a presentation, slides, … | [source](https://github.com/JuneYaooo/gpt-image2-ppt-skills/tree/3bd6511) |
|
||||
|
||||
## Source: microsoft/skills
|
||||
|
||||
- Repository: [https://github.com/microsoft/skills](https://github.com/microsoft/skills) (commit `dc543aa`, retrieved 2026-07-14)
|
||||
- License: MIT
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `kql` | adjacent | KQL language expertise for writing correct, efficient Kusto Query Language queries. Covers syntax gotchas, join patterns, dynamic types, datetime pitfalls, regex patterns, serialization, memory management, result-size discipline, and … | [source](https://github.com/microsoft/skills/tree/dc543aa/.github/skills/kql) |
|
||||
|
||||
## 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 |
|
||||
|---|---|---|---|
|
||||
| `sop-meeting-prep` | core | Prepare an S&OP cycle readout that surfaces the demand-supply gaps and forces the three decisions the meeting must make. Use when asked to prep an S&OP meeting, build the executive S&OP deck, summarize demand vs supply for the monthly … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-supplychain/skills/sop-meeting-prep) |
|
||||
| `mind-map` | core | Turn a topic, brainstorm, or document into a structured mind map. Use when asked to brainstorm around a theme, organize ideas, break a topic into branches, or summarize something as a mind map. Produces a ready-to-render Mermaid mindmap … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-visuals/skills/mind-map) |
|
||||
| `board-minutes` | adjacent | Write formal board meeting minutes from an agenda, notes, transcript, or discussion summary. Use when asked to draft board minutes, governance minutes, meeting minutes for a board, or a formal record of decisions and actions. Produces … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-business/skills/board-minutes) |
|
||||
| `policy-memo` | adjacent | Write a decision-ready policy memo that frames an issue and recommends an option. Use when asked to write a policy memo, options paper, decision memo for a principal/minister/executive, or brief a decision-maker on a policy choice. … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-gov/skills/policy-memo) |
|
||||
| `briefing-note` | adjacent | Write a one-page briefing note that gets a busy principal up to speed fast. Use when asked to brief a minister/executive/official, prepare a briefing note or read-ahead, or summarize an issue for a decision or meeting. Produces a tight, … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-gov/skills/briefing-note) |
|
||||
|
||||
## 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 |
|
||||
|---|---|---|---|
|
||||
| `context-compression` | adjacent | This skill should be used when long-running agent sessions need context compression, structured summarization, compaction, token-per-task optimization, or durable handoff summaries that preserve decisions, files, risks, and next actions. | [source](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/c578e85/skills/context-compression) |
|
||||
|
||||
## Source: nexscope-ai/eCommerce-Skills
|
||||
|
||||
- Repository: [https://github.com/nexscope-ai/eCommerce-Skills](https://github.com/nexscope-ai/eCommerce-Skills) (commit `56f3288`, retrieved 2026-07-14)
|
||||
- License: MIT
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `ecommerce-content-marketing` | adjacent | E-commerce content marketing strategy planner. Generates content calendars, topic ideas, and platform-specific strategies by analyzing customer reviews, trends, competitor content, and SEO opportunities. Two modes: (A) Build — create a … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/ecommerce-content-marketing) |
|
||||
|
||||
## 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 |
|
||||
|---|---|---|---|
|
||||
| `langchain` | adjacent | Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct agents, tool calling, memory management, and vector store retrieval. Use for … | [source](https://github.com/Orchestra-Research/AI-research-SKILLs/tree/773a529/14-agents/langchain) |
|
||||
|
||||
## Source: rampstackco/claude-skills
|
||||
|
||||
- Repository: [https://github.com/rampstackco/claude-skills](https://github.com/rampstackco/claude-skills) (commit `bc6d961`, retrieved 2026-07-14)
|
||||
- License: MIT
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `content-strategy` | adjacent | Develop a content strategy covering editorial positioning, content pillars, formats, calendar, governance, and topical authority planning. Use this skill whenever the user wants to plan a content program, define content pillars, build an … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/content-strategy) |
|
||||
|
||||
## Source: 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 |
|
||||
|---|---|---|---|
|
||||
| `handoff-protocols` | adjacent | Manages work transitions between team members or agents by creating structured handoff documents, summarizing project status, documenting key decisions, blockers, and open questions, and generating onboarding briefs. Use when someone needs … | [source](https://github.com/rohitg00/skillkit/tree/d2e5c34/packages/core/src/methodology/packs/collaboration/handoff-protocols) |
|
||||
|
||||
## 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 |
|
||||
|---|---|---|---|
|
||||
| `harness-evolve` | adjacent | Run `@metaharness/darwin evolve <repo>` to mutate a harness's seven policy surfaces (planner/contextBuilder/reviewer/retryPolicy/toolPolicy/memoryPolicy/scorePolicy), sandbox-score each variant, and promote only measured wins. The model is … | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/plugins/ruflo-metaharness/skills/harness-evolve) |
|
||||
| `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) |
|
||||
| `Hooks Automation` | adjacent | Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre$post task hooks, session management, Git integration, memory coordination, and neural pattern training … | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/.agents/skills/hooks-automation) |
|
||||
|
||||
## Source: ruvnet/ruflo
|
||||
|
||||
- Repository: [https://github.com/ruvnet/ruflo](https://github.com/ruvnet/ruflo) (commit `73914bd`, retrieved 2026-07-14)
|
||||
- License: MIT
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `harness-evolve` | adjacent | Run `@metaharness/darwin evolve <repo>` to mutate a harness's seven policy surfaces (planner/contextBuilder/reviewer/retryPolicy/toolPolicy/memoryPolicy/scorePolicy), sandbox-score each variant, and promote only measured wins. The model is … | [source](https://github.com/ruvnet/ruflo/tree/73914bd/plugins/ruflo-metaharness/skills/harness-evolve) |
|
||||
| `AgentDB Memory Patterns` | adjacent | Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants. | [source](https://github.com/ruvnet/ruflo/tree/73914bd/.agents/skills/agentdb-memory-patterns) |
|
||||
| `Hooks Automation` | adjacent | Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre$post task hooks, session management, Git integration, memory coordination, and neural pattern training … | [source](https://github.com/ruvnet/ruflo/tree/73914bd/.agents/skills/hooks-automation) |
|
||||
|
||||
## Source: samber/cc-skills-golang
|
||||
|
||||
- Repository: [https://github.com/samber/cc-skills-golang](https://github.com/samber/cc-skills-golang) (commit `4881c01`, retrieved 2026-07-14)
|
||||
- License: MIT
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `golang-security` | core | Security best practices and vulnerability prevention for Golang. Covers injection (SQL, command, XSS), cryptography, filesystem safety, network security, cookies, secrets management, memory safety, and logging. Apply when writing, … | [source](https://github.com/samber/cc-skills-golang/tree/4881c01/skills/golang-security) |
|
||||
| `golang-performance` | adjacent | Golang performance optimization patterns and methodology - if X bottleneck, then apply Y. Covers allocation reduction, CPU efficiency, memory layout, GC tuning, pooling, caching, and hot-path optimization. Use when profiling or benchmarks … | [source](https://github.com/samber/cc-skills-golang/tree/4881c01/skills/golang-performance) |
|
||||
| `golang-samber-hot` | adjacent | In-memory caching in Golang using samber/hot — eviction algorithms (LRU, LFU, TinyLFU, W-TinyLFU, S3FIFO, ARC, TwoQueue, SIEVE, FIFO), TTL, cache loaders, sharding, stale-while-revalidate, missing key caching, and Prometheus metrics. Apply … | [source](https://github.com/samber/cc-skills-golang/tree/4881c01/skills/golang-samber-hot) |
|
||||
|
||||
## 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) |
|
||||
| `google-slides` | adjacent | Read and write Google Slides presentations - get text, find presentations, create presentations, add slides, replace text, and manage slide content. Use when user asks to: read a presentation, create slides, find slides, add a slide, … | [source](https://github.com/sanjay3290/ai-skills/tree/3619692/skills/google-slides) |
|
||||
|
||||
## 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-search` | adjacent | Search past meeting transcripts and voice memos for specific topics, people, decisions, or ideas. Use this whenever the user asks "what did we discuss about X", "find that meeting where we talked about Y", "what did Alex say", "did we … | [source](https://github.com/silverstein/minutes/tree/3fb2e83/.agents/skills/minutes/minutes-search) |
|
||||
|
||||
## Source: staruhub/ClaudeSkills
|
||||
|
||||
- Repository: [https://github.com/staruhub/ClaudeSkills](https://github.com/staruhub/ClaudeSkills) (commit `3d4045d`, retrieved 2026-07-14)
|
||||
- License: MIT
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `deep-research` | adjacent | Use this skill when the user wants an evidence-based research memo, literature review, market/policy/technical landscape, or a multi-source decision brief with citations, trade-offs, and a clear conclusion. Best for tasks that need … | [source](https://github.com/staruhub/ClaudeSkills/tree/3d4045d/skills/Geek-skills-deep-research) |
|
||||
|
||||
## 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 |
|
||||
|---|---|---|---|
|
||||
| `knowledge-management` | adjacent | Proje bilgisini 4 katmanli yapida organize et. Aktif projeler, sorumluluk alanlari, referans kaynaklar ve arsiv. Progressive summarization ile bilgiyi katman katman ozumse. Second brain pattern'i ile codebase bilgisini yapilandir. | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/knowledge-management) |
|
||||
|
||||
## Source: WenyuChiou/agent-collab-skills
|
||||
|
||||
- Repository: [https://github.com/WenyuChiou/agent-collab-skills](https://github.com/WenyuChiou/agent-collab-skills) (commit `f3c4097`, retrieved 2026-07-14)
|
||||
- License: MIT
|
||||
|
||||
| Skill | Tier | What it adds | Upstream |
|
||||
|---|---|---|---|
|
||||
| `agent-shared-memory` | adjacent | Use when the user asks to update shared memory, initialize multi-agent memory, summarize decisions so far, identify open questions, or prepare a fresh session primer. | [source](https://github.com/WenyuChiou/agent-collab-skills/tree/f3c4097/skills/agent-shared-memory) |
|
||||
|
||||
## 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` | adjacent | 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) |
|
||||
|
||||
## 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 |
|
||||
|---|---|---|---|
|
||||
| `langchain` | adjacent | Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct agents, tool calling, memory management, and vector store retrieval. Use for … | [source](https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/773a529/14-agents/langchain) |
|
||||
23
references/profile.md
Normal file
23
references/profile.md
Normal file
@@ -0,0 +1,23 @@
|
||||
# Occupation profile — government minister
|
||||
|
||||
- **ESCO URI:** http://data.europa.eu/esco/occupation/404a50e9-61ce-448d-a695-bbfc697a0727
|
||||
- **ESCO code:** 1111.2
|
||||
- **ISCO-08 group:** 1111 — Legislators
|
||||
- **O*NET-SOC:** 11-1031.00 — Legislators (match: closeMatch)
|
||||
|
||||
## Description (ESCO)
|
||||
|
||||
Government ministers function as decision-makers in national or regional governments, and head government ministries. They perform legislative duties and supervise the operation of their department.
|
||||
|
||||
## Definition
|
||||
|
||||
nan
|
||||
|
||||
## Alternative labels
|
||||
|
||||
- assembley minister
|
||||
- prime minister
|
||||
- minister of state
|
||||
- member of parliament
|
||||
- minister
|
||||
- secretary of state
|
||||
41
references/skills.md
Normal file
41
references/skills.md
Normal file
@@ -0,0 +1,41 @@
|
||||
# Competences — government minister
|
||||
|
||||
Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/404a50e9-61ce-448d-a695-bbfc697a0727).
|
||||
|
||||
## Essential
|
||||
|
||||
- **analyse legislation** (skill/competence)
|
||||
- **apply crisis management** (skill/competence)
|
||||
- **brainstorm ideas** (skill/competence)
|
||||
- **constitutional law** (knowledge)
|
||||
- **good governance** (knowledge)
|
||||
- **government policy implementation** (knowledge)
|
||||
- **government representation** (knowledge)
|
||||
- **legislation procedure** (knowledge)
|
||||
- **make legislative decisions** (skill/competence)
|
||||
- **manage government policy implementation** (skill/competence)
|
||||
- **perform political negotiation** (skill/competence)
|
||||
- **prepare legislation proposition** (skill/competence)
|
||||
- **present legislation proposition** (skill/competence)
|
||||
- **rhetoric** (knowledge)
|
||||
|
||||
## Optional
|
||||
|
||||
- apply conflict management (skill/competence)
|
||||
- budgetary principles (knowledge)
|
||||
- build international relations (skill/competence)
|
||||
- conduct public presentations (skill/competence)
|
||||
- engage in debates (skill/competence)
|
||||
- establish collaborative relations (skill/competence)
|
||||
- liaise with local authorities (skill/competence)
|
||||
- monitor political conflicts (skill/competence)
|
||||
- perform government ceremonies (skill/competence)
|
||||
- perform public relations (skill/competence)
|
||||
- political campaigning (knowledge)
|
||||
- political parties (knowledge)
|
||||
- political science (knowledge)
|
||||
- present reports (skill/competence)
|
||||
- promote political campaign (skill/competence)
|
||||
- public finance (knowledge)
|
||||
- public law (knowledge)
|
||||
- represent national interests (skill/competence)
|
||||
66
references/tasks.md
Normal file
66
references/tasks.md
Normal file
@@ -0,0 +1,66 @@
|
||||
# Tasks & work activities — government minister
|
||||
|
||||
Source: O*NET 30.3, occupation 11-1031.00 (Legislators).
|
||||
|
||||
## Task statements
|
||||
|
||||
- **[nan]** Analyze and understand the local and national implications of proposed legislation.
|
||||
- **[nan]** Appoint nominees to leadership posts, or approve such appointments.
|
||||
- **[nan]** Confer with colleagues to formulate positions and strategies pertaining to pending issues.
|
||||
- **[nan]** Debate the merits of proposals and bill amendments during floor sessions, following the appropriate rules of procedure.
|
||||
- **[nan]** Develop expertise in subject matters related to committee assignments.
|
||||
- **[nan]** Hear testimony from constituents, representatives of interest groups, board and commission members, and others with an interest in bills or issues under consideration.
|
||||
- **[nan]** Keep abreast of the issues affecting constituents by making personal visits and phone calls, reading local newspapers, and viewing or listening to local broadcasts.
|
||||
- **[nan]** Maintain knowledge of relevant national and international current events.
|
||||
- **[nan]** Make decisions that balance the perspectives of private citizens, public officials, and party leaders.
|
||||
- **[nan]** Negotiate with colleagues or members of other political parties in order to reconcile differing interests, and to create policies and agreements.
|
||||
- **[nan]** Prepare drafts of amendments, government policies, laws, rules, regulations, budgets, programs and procedures.
|
||||
- **[nan]** Read and review concerns of constituents or the general public and determine if governmental action is necessary.
|
||||
- **[nan]** Represent their parties in negotiations with political executives or members of other parties, and when speaking with the media.
|
||||
- **[nan]** Review bills in committee, and make recommendations about their future.
|
||||
- **[nan]** Seek federal funding for local projects and programs.
|
||||
- **[nan]** Serve on commissions, investigative panels, study groups, and committees in order to examine specialized areas and recommend action.
|
||||
- **[nan]** Vote on motions, amendments, and decisions on whether or not to report a bill out from committee to the assembly floor.
|
||||
- **[nan]** Write, prepare, and deliver statements for the Congressional Record.
|
||||
- **[nan]** Alert constituents of government actions and programs by way of newsletters, personal appearances at town meetings, phone calls, and individual meetings.
|
||||
- **[nan]** Attend receptions, dinners, and conferences to meet people, exchange views and information, and develop working relationships.
|
||||
- **[nan]** Conduct "head counts" to help predict the outcome of upcoming votes.
|
||||
- **[nan]** Determine campaign strategies for media advertising, positions on issues, and public appearances.
|
||||
- **[nan]** Encourage and support party candidates for political office.
|
||||
- **[nan]** Establish personal offices in local districts or states, and manage office staff.
|
||||
- **[nan]** Evaluate the structure, efficiency, activities, and performance of government agencies.
|
||||
- **[nan]** Organize and maintain campaign organizations and fundraisers, in order to raise money for election or re-election.
|
||||
- **[nan]** Oversee expense allowances, ensuring that accounts are balanced at the end of each fiscal year.
|
||||
- **[nan]** Promote the industries and products of their electoral districts.
|
||||
- **[nan]** Represent their government at local, national, and international meetings and conferences.
|
||||
- **[nan]** Speak to students to encourage and support the development of future political leaders.
|
||||
|
||||
## Detailed work activities
|
||||
|
||||
- Analyze data to inform operational decisions or activities.
|
||||
- Analyze impact of legal or regulatory changes.
|
||||
- Approve expenditures.
|
||||
- Collect data about customer needs.
|
||||
- Compile data or documentation.
|
||||
- Conduct hearings to investigate legal issues.
|
||||
- Confer with organizational members to accomplish work activities.
|
||||
- Coordinate operational activities with external stakeholders.
|
||||
- Develop marketing plans or strategies.
|
||||
- Draft legislation or regulations.
|
||||
- Establish interpersonal business relationships to facilitate work activities.
|
||||
- Evaluate program effectiveness.
|
||||
- Gather customer or product information to determine customer needs.
|
||||
- Hire personnel.
|
||||
- Implement design or process improvements.
|
||||
- Implement organizational process or policy changes.
|
||||
- Maintain knowledge of current developments in area of expertise.
|
||||
- Manage outreach activities.
|
||||
- Prepare proposals or grant applications to obtain project funding.
|
||||
- Present information to the public.
|
||||
- Promote products, services, or programs.
|
||||
- Recommend organizational process or policy changes.
|
||||
- Represent the organization in external relations.
|
||||
- Resolve customer complaints or problems.
|
||||
- Serve on institutional or departmental committees.
|
||||
- Supervise employees.
|
||||
- Support the professional development of others.
|
||||
38
references/tools.md
Normal file
38
references/tools.md
Normal file
@@ -0,0 +1,38 @@
|
||||
# Tools & technology — government minister
|
||||
|
||||
Source: O*NET 30.3 'Software Skills' for 11-1031.00.
|
||||
|
||||
| Software | Category | Hot technology |
|
||||
|---|---|---|
|
||||
| Microsoft Access | Data base user interface and query software | yes |
|
||||
| Microsoft SQL Server | Data base user interface and query software | yes |
|
||||
| Structured query language SQL | Data base user interface and query software | yes |
|
||||
| Microsoft Visual Basic | Development environment software | yes |
|
||||
| Adobe Acrobat | Document management software | yes |
|
||||
| Microsoft SharePoint | Document management software | yes |
|
||||
| Microsoft Outlook | Electronic mail software | yes |
|
||||
| Microsoft Office software | Office suite software | yes |
|
||||
| Microsoft Excel | Spreadsheet software | yes |
|
||||
| Cisco Webex | Video conferencing software | yes |
|
||||
| Microsoft Word | Word processing software | yes |
|
||||
| Cisco AnyConnect | Access software | |
|
||||
| Meeting scheduling software | Calendar and scheduling software | |
|
||||
| IBM Domino | Communications server software | |
|
||||
| Legislative Automative Workflow System LAWS | Data base user interface and query software | |
|
||||
| Adobe FrameMaker | Desktop publishing software | |
|
||||
| Antenna House | Desktop publishing software | |
|
||||
| PTC Arbortext | Desktop publishing software | |
|
||||
| Rocket/Folio NXT | Desktop publishing software | |
|
||||
| Microsoft Exchange | Electronic mail software | |
|
||||
| Web browser software | Internet browser software | |
|
||||
| Mapping software | Map creation software | |
|
||||
| Windows Media Player | Music or sound editing software | |
|
||||
| Corel WordPerfect Office Suite | Office suite software | |
|
||||
| Apple iWork Keynote | Presentation software | |
|
||||
| Apple Numbers for Mac | Spreadsheet software | |
|
||||
| LogMeIn GoToMeeting | Video conferencing software | |
|
||||
| Apple iWork Pages | Word processing software | |
|
||||
| GoodReader | Word processing software | |
|
||||
| iAnnotate | Word processing software | |
|
||||
| Penultimate | Word processing software | |
|
||||
| XMetaL Author | Word processing software | |
|
||||
Reference in New Issue
Block a user