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1 change: 1 addition & 0 deletions .github/CODEOWNERS
Original file line number Diff line number Diff line change
Expand Up @@ -29,3 +29,4 @@ skills/economics/ @HHHHHejia # TODO: replace with economics revie
skills/economics/general-economics/ @GalacEqua @HHHHHejia
skills/quantitative-finance/ @HHHHHejia # TODO: replace with q-fin reviewer
skills/quantitative-finance/economics/ @Xinxin-m @HHHHHejia
skills/management/ @HHHHHejia # TODO: replace with management reviewer
10 changes: 10 additions & 0 deletions .github/ISSUE_TEMPLATE/02-skill-request.yml
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Expand Up @@ -164,6 +164,16 @@ body:
- "Statistics / Methodology"
- "Statistics / Other Statistics"
- "Statistics / Statistics Theory"
- "Management / Strategic Management"
- "Management / Organizational Behavior"
- "Management / Human Resource Management"
- "Management / Operations Management"
- "Management / Marketing"
- "Management / Entrepreneurship"
- "Management / Innovation and Technology Management"
- "Management / Supply Chain Management"
- "Management / Project Management"
- "Management / General Management"
validations:
required: true

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10 changes: 10 additions & 0 deletions .github/ISSUE_TEMPLATE/03-maintainer-application.yml
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Expand Up @@ -229,3 +229,13 @@ body:
- label: "Statistics / Methodology"
- label: "Statistics / Other Statistics"
- label: "Statistics / Statistics Theory"
- label: "Management / Strategic Management"
- label: "Management / Organizational Behavior"
- label: "Management / Human Resource Management"
- label: "Management / Operations Management"
- label: "Management / Marketing"
- label: "Management / Entrepreneurship"
- label: "Management / Innovation and Technology Management"
- label: "Management / Supply Chain Management"
- label: "Management / Project Management"
- label: "Management / General Management"
2 changes: 2 additions & 0 deletions .github/workflows/onboard-maintainer.yml
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Expand Up @@ -119,6 +119,7 @@ jobs:
'EESS': 'eess',
'Economics': 'economics',
'Quantitative Finance': 'quantitative-finance',
'Management': 'management',
};

// Build array of subdomain entries
Expand Down Expand Up @@ -291,6 +292,7 @@ jobs:
'Statistics': '#60a5fa',
'Economics': '#818cf8',
'Quantitative Finance': '#c084fc',
'Management': '#f472b6',
};

for (const sub of subdomains) {
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25 changes: 24 additions & 1 deletion docs/index.html
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Expand Up @@ -381,6 +381,18 @@ <h1><span class="emoji">🌍</span> ResearchSkills</h1>
{ name: "Statistical Finance", code: "q-fin.ST" },
{ name: "Trading and Market Microstructure", code: "q-fin.TR" },
]},
{ name: "Management", icon: "\ud83c\udfaf", code: "mgmt", color: "#f472b6", children: [
{ name: "Strategic Management", code: "mgmt.SM" },
{ name: "Organizational Behavior", code: "mgmt.OB" },
{ name: "Human Resource Management", code: "mgmt.HR" },
{ name: "Operations Management", code: "mgmt.OM" },
{ name: "Marketing", code: "mgmt.MK" },
{ name: "Entrepreneurship", code: "mgmt.EN" },
{ name: "Innovation and Technology Management", code: "mgmt.IT" },
{ name: "Supply Chain Management", code: "mgmt.SC" },
{ name: "Project Management", code: "mgmt.PM" },
{ name: "General Management", code: "mgmt.GN" },
]},
]},
];

Expand Down Expand Up @@ -553,7 +565,18 @@ <h1><span class="emoji">🌍</span> ResearchSkills</h1>
"q-fin.PR": "Valuation and hedging of financial securities, their derivatives, and structured products.",
"q-fin.RM": "Measurement and management of financial risks in trading, banking, insurance, corporate and other applications.",
"q-fin.ST": "Statistical, econometric and econophysics analyses with applications to financial markets and economic data.",
"q-fin.TR": "Market microstructure, liquidity, exchange and auction design, automated trading, agent-based modeling and market-making."
"q-fin.TR": "Market microstructure, liquidity, exchange and auction design, automated trading, agent-based modeling and market-making.",
/* Management */
"mgmt.SM": "Competitive strategy, corporate strategy, business models, industry analysis, strategic planning, and resource-based views of the firm.",
"mgmt.OB": "Individual and group behavior in organizations, motivation, leadership, team dynamics, organizational culture, and workplace psychology.",
"mgmt.HR": "Talent acquisition, performance management, compensation, training and development, labor relations, and workforce planning.",
"mgmt.OM": "Production systems, quality management, process optimization, lean manufacturing, Six Sigma, and service operations.",
"mgmt.MK": "Consumer behavior, branding, market research, digital marketing, pricing strategy, product development, and distribution channels.",
"mgmt.EN": "New venture creation, opportunity recognition, startup ecosystems, venture capital, social entrepreneurship, and corporate entrepreneurship.",
"mgmt.IT": "Technology adoption, R&D management, innovation ecosystems, intellectual property strategy, and digital transformation.",
"mgmt.SC": "Logistics, procurement, inventory management, global supply chains, demand forecasting, and supplier relationship management.",
"mgmt.PM": "Project planning, risk management, agile methodologies, program management, stakeholder management, and project governance.",
"mgmt.GN": "General contributions to management science not covered by other management subcategories."
};

/* ── tooltip element ── */
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5 changes: 3 additions & 2 deletions readme.md
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Expand Up @@ -197,7 +197,7 @@ Reviewers are domain experts who guard the scientific quality of skills in their

<div align="center">

Aligned with the [arXiv category taxonomy](https://arxiv.org/category_taxonomy). 8 domains, 155 subcategories.
Aligned with the [arXiv category taxonomy](https://arxiv.org/category_taxonomy) and extended domains. 9 domains, 165 subcategories.

| Domain | arXiv | Subcategories | Reviewer(s) |
| --------------------------------------------- | ---------------------------------------------------- | --------------- | -------------------- |
Expand All @@ -209,8 +209,9 @@ Aligned with the [arXiv category taxonomy](https://arxiv.org/category_taxonomy).
| ⚡ Electrical Engineering & Systems Science | eess | 4 | *Seeking reviewer* |
| 📈 Economics | econ | 3 | *Seeking reviewer* |
| 💹 Quantitative Finance | q-fin | 9 | *Seeking reviewer* |
| 🎯 Management | mgmt | 10 | *Seeking reviewer* |

[View all 155 subcategories in the interactive knowledge tree →](https://scienceintelligence.github.io/ResearchSkills/)
[View all 165 subcategories in the interactive knowledge tree →](https://scienceintelligence.github.io/ResearchSkills/)

</div>

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4 changes: 2 additions & 2 deletions utils/SKILL_SCHEMA.md
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Expand Up @@ -12,7 +12,7 @@ This document defines the specification for ResearchSkills skill files (manually
skills/<domain>/<subdomain>/<skill-name>.md
```

- `domain` must match one of: `physics`, `mathematics`, `computer-science`, `quantitative-biology`, `statistics`, `eess`, `economics`, `quantitative-finance`
- `domain` must match one of: `physics`, `mathematics`, `computer-science`, `quantitative-biology`, `statistics`, `eess`, `economics`, `quantitative-finance`, `management`
- `subdomain` must match one of the arXiv-aligned subdomain folders under each domain (see `skills/<domain>/` for the full list)
- `skill-name` must be lowercase, hyphen-separated

Expand All @@ -24,7 +24,7 @@ skills/<domain>/<subdomain>/<skill-name>.md
---
name: <string> # REQUIRED. Unique identifier. Lowercase, hyphen-separated.
description: <string> # REQUIRED. 1-2 sentences. When should this skill be invoked?
domain: <string> # REQUIRED. One of: physics | mathematics | computer-science | quantitative-biology | statistics | eess | economics | quantitative-finance
domain: <string> # REQUIRED. One of: physics | mathematics | computer-science | quantitative-biology | statistics | eess | economics | quantitative-finance | management
subdomain: <string> # optional. More specific area within the domain.
author: <string> # REQUIRED. "Full Name (Affiliation)"
expertise_level: <string> # REQUIRED. One of: beginner | intermediate | advanced
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