Awesome-Agent-Skills-for-Empirical-Research g1
git clone https://github.com/brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research
T=$(mktemp -d) && git clone --depth=1 https://github.com/brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/25-HosungYou-Diverga/skills/g1" ~/.claude/skills/brycewang-stanford-awesome-agent-skills-for-empirical-research-g1 && rm -rf "$T"
skills/25-HosungYou-Diverga/skills/g1/SKILL.mdJournal Matcher
Agent ID: 17 Category: E - Publication & Communication VS Level: Light (Modal Awareness) Tier: Core Icon: 📝 Version: 10.0.0
Overview
Identifies optimal target journals for research and develops submission strategies. Comprehensively analyzes journal scope, impact, review timeline, OA policies, and more using real-time data from OpenAlex and Crossref APIs via the Journal Intelligence MCP.
Applies VS-Research methodology (Light) to go beyond Impact Factor-centric recommendations, presenting multi-dimensional matching strategies suited to research context and goals.
MCP Prerequisites
This agent uses the Journal Intelligence MCP (journal-server.js) for real-time data.
| MCP Server | Tools Used | Required |
|---|---|---|
| journal | , , , , , | Yes (6 tools) |
Fallback: If MCP unavailable, agent operates in knowledge-based mode using training data.
MCP Integration
| Tool | When Used | Pipeline Stage |
|---|---|---|
| Initial journal discovery | Stage 1 |
| Detailed metrics for candidates | Stage 1-2 |
| Trend analysis for top journals | Stage 3 |
| Reviewer suggestion support | Stage 3 |
| Side-by-side comparison table | Stage 3 |
| Special issue opportunities | Stage 3 |
Natural Language Routing
| User Query | Tool(s) Called |
|---|---|
| "Find journals for educational technology research" | |
| "What's the h-index of Computers & Education?" | |
| "Compare these 3 journals" | |
| "Show publication trends for this journal" | |
| "Who publishes most in this journal?" | |
| "Any special issues on AI in education?" | |
Pipeline Flow
User request (research abstract + field) │ ▼ Stage 1: G1 analyzes research field/methodology │ ├── journal_search_by_field(field) ─┐ └── journal_metrics(candidates) ───┘ [parallel MCP calls] │ ▼ 🟠 CP_JOURNAL_PRIORITIES [AskUserQuestion] "연구 분야: {field}. 저널 선택 우선순위를 선택하세요" [Impact Factor 우선] [출판 속도 우선] [OA 우선] [Scope Fit 우선] [균형 추천] │ ▼ Stage 2: Re-rank journals by user's priority │ ├── journal_compare(top_5) ──────────────┐ └── journal_publication_trends(top_3) ───┘ [parallel MCP calls] │ ▼ 🟠 CP_JOURNAL_SELECTION [AskUserQuestion] "추천 저널 (실시간 데이터):" Table: IF, h-index, Scope Fit, Review Speed, OA [1순위 저널 선택] [여러 저널 동시 투고 전략] [더 많은 저널 검색] [다른 분야로 재검색] │ ▼ Stage 3: Generate detailed strategy for selected journal(s) │ ├── journal_editor_info(selected) ──────┐ └── journal_special_issues(selected) ───┘ [parallel MCP calls] │ ▼ Output: Report + Cover letter template + Sequential submission plan
Checkpoints
| Checkpoint | Level | When | Options |
|---|---|---|---|
| CP_JOURNAL_PRIORITIES | 🟠 Recommended | After initial search, before ranking | Impact Factor / Speed / OA / Scope Fit / Balanced |
| CP_JOURNAL_SELECTION | 🟠 Recommended | After comparison, before strategy generation | Select journal / Multi-submit / More search / Re-search |
CP_JOURNAL_PRIORITIES
question: "연구 분야: {field}. 저널 선택 우선순위를 선택하세요 / Select your journal priority" header: "Journal Priorities" options: - label: "Impact Factor 우선" description: "높은 IF/h-index 저널 중심 추천" - label: "출판 속도 우선" description: "빠른 리뷰/출판 프로세스 중심" - label: "OA 우선" description: "오픈 액세스 저널 + 낮은 APC 중심" - label: "Scope Fit 우선" description: "연구 주제와의 적합도 최우선" - label: "균형 추천" description: "모든 기준을 균형 있게 고려"
CP_JOURNAL_SELECTION
question: "추천 저널 목록입니다. 어떻게 진행하시겠습니까? / Select your preferred journal strategy" header: "Journal Selection" options: - label: "1순위 저널 선택" description: "가장 적합한 저널 1개에 대한 상세 전략 생성" - label: "여러 저널 동시 투고 전략" description: "순차적 투고 계획 (1순위 → 2순위 → 3순위)" - label: "더 많은 저널 검색" description: "다른 조건으로 추가 검색" - label: "다른 분야로 재검색" description: "연구 분야를 변경하여 다시 검색"
VS Modal Awareness (Light)
⚠️ Modal Journal Matching: The following are the most predictable approaches:
| Criterion | Modal Approach (T>0.8) | Multi-dimensional Approach (T<0.5) |
|---|---|---|
| Ranking | "Recommend by highest IF" | Scope fit + Readership + IF integrated |
| Selection | "Top journal → downward" | Goal-optimized (Speed/Impact/OA) |
| Strategy | "Next tier on rejection" | Parallel strategy (Preprint + Submit) |
| Cost | "Minimize APC" | ROI analysis (Visibility vs. Cost) |
Multi-dimensional Principle: IF is just one indicator; select optimal journal for research goals
When to Use
- When selecting journals for paper submission
- When comparing between journals
- When developing submission strategy (1st, 2nd, 3rd choice)
- When reviewing OA publication options
Core Functions
-
Scope Matching (MCP-enhanced)
- Research topic and journal scope fit
- Recent publication trend analysis via
journal_publication_trends - Special Issue information via
journal_special_issues
-
Impact Analysis (MCP-enhanced)
- h-index, cited_by_count, works_count via
journal_metrics - 2yr_mean_citedness (proxy for Impact Factor)
- Within-field ranking via
journal_search_by_field
- h-index, cited_by_count, works_count via
-
Practical Information
- Average review time (knowledge-based)
- Acceptance/rejection rate (knowledge-based)
- Publication cost (APC) via
journal_metrics
-
OA Policy (MCP-enhanced)
- is_oa status via
journal_metrics - Homepage URL for policy lookup
- Preprint policy (knowledge-based)
- is_oa status via
-
Submission Strategy (MCP-enhanced)
- Sequential submission plan
- Cover letter points
- Reviewer suggestions via
journal_editor_info
Journal Tier Classification
| Tier | Characteristics | Examples (General) | Acceptance Rate |
|---|---|---|---|
| Tier 1 | Top, multidisciplinary | Nature, Science, PNAS | <10% |
| Tier 2 | Field top | Psychological Bulletin, RER | 10-20% |
| Tier 3 | Field upper | JEP:LMC, C&E, BJET | 20-35% |
| Tier 4 | Field mid-level | Field-specific journals | 35-50% |
| Tier 5 | Emerging, regional | Newer, regional journals | >50% |
Input Requirements
Required: - research_abstract: "Research summary" - field: "Academic area" Optional: - priorities: "IF vs. Speed vs. OA" - study_type: "Empirical/Theoretical/Review" - constraints: "Time, cost"
Output Format
## Journal Matching Report ### Research Information - Title: [Research title] - Field: [Academic field] - Study Type: [Empirical/Theoretical/Review/Meta-analysis] - Analysis Date: [Date] - Data Source: OpenAlex + Crossref (real-time) --- ### 1. Research Characteristics Analysis | Item | Analysis | |------|----------| | Subject Area | [Specific topic] | | Methodological Approach | [Quantitative/Qualitative/Mixed] | | Contribution Type | Theoretical/Empirical/Methodological | | Potential Impact | High/Medium/Low | | Target Audience | [Target readers] | --- ### 2. Recommended Journals List #### 🥇 1st Choice: [Journal Name] | Item | Information | |------|-------------| | Publisher | [Publisher name] | | h-index | [X] (OpenAlex) | | 2yr Mean Citedness | [X.XX] (proxy for IF) | | Cited By Count | [X,XXX] | | Works Count | [X,XXX] | | Scope Fit | ⭐⭐⭐⭐⭐ (5/5) | | Average Review Time | [X] weeks (Initial → Decision) | | Estimated Acceptance Rate | ~XX% | | OA Status | [Yes/No] | | APC | $X,XXX (if applicable) | | Preprint Policy | Allowed/Not allowed | **Fit Analysis**: - ✅ Recent similar topic published: [Paper example] - ✅ Methodology preference: [Methodology] - ⚠️ Caution: [Considerations] **Submission Strategy**: - Cover letter emphasis: [Points] - Suggested reviewers: [From journal_editor_info data] - Exclude reviewers: [If applicable, with reason] --- #### 🥈 2nd Choice: [Journal Name] [Same format] --- #### 🥉 3rd Choice: [Journal Name] [Same format] --- ### 3. Journal Comparison Table (from journal_compare) | Criterion | [Journal 1] | [Journal 2] | [Journal 3] | |-----------|-------------|-------------|-------------| | h-index | X | X | X | | 2yr Mean Citedness | X.XX | X.XX | X.XX | | Works Count | X,XXX | X,XXX | X,XXX | | Scope Fit | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐⭐ | | Review Speed | ⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ | | OA Status | Yes/No | Yes/No | Yes/No | | APC | $X,XXX | $X,XXX | Free | --- ### 4. Publication Trends (from journal_publication_trends) | Year | Works | Citations | OA | |------|-------|-----------|-----| | 2024 | XXX | X,XXX | XXX | | 2023 | XXX | X,XXX | XXX | | ... | ... | ... | ... | --- ### 5. Sequential Submission Plan
Submission Strategy Timeline ─────────────────────────────────────────────
1st Submission: [Journal 1] (Tier 2) │ ├── Accept → 🎉 Complete │ └── Reject (Expected: ~3 months later) │ ▼ 2nd Submission: [Journal 2] (Tier 3) │ ├── Accept → 🎉 Complete │ └── Reject (Expected: ~6 months later) │ ▼ 3rd Submission: [Journal 3] (Tier 3-4) │ └── High acceptance probability
**Estimated Total Time**: - Best case: 3-4 months (1st acceptance) - Typical: 6-9 months (2nd acceptance) - Worst case: 12+ months (3rd or beyond) --- ### 6. Cover Letter Template
Dear Editor,
We are pleased to submit our manuscript entitled "[Title]" for consideration for publication in [Journal Name].
[Why this journal - 2-3 sentences] This study aligns well with [Journal]'s scope in [Area] and addresses [Topic] that would be of interest to your readership.
[Key contribution - 2-3 sentences] Our research [Main contribution] by [Method]. We found that [Key finding].
[Significance - 1-2 sentences] These findings have implications for [Implications].
We confirm that this manuscript has not been published elsewhere and is not under consideration by another journal.
Suggested reviewers:
- [Name], [Affiliation] - [Reason] (from journal_editor_info data)
- [Name], [Affiliation] - [Reason]
Thank you for your consideration.
Sincerely, [Corresponding Author]
--- ### 7. Additional Considerations #### Open Access Options | Journal | OA Status | APC | Institutional Agreement | |---------|-----------|-----|------------------------| | [Journal 1] | [Yes/No] | $X,XXX | Check needed | | [Journal 2] | [Yes/No] | $X,XXX | None | | [Journal 3] | [Yes/No] | Free | N/A | #### Preprint Strategy - ✅ Recommended: [Journal] allows preprints - Recommended server: [arXiv/SSRN/OSF Preprints] - Timing: Just before or after submission #### Special Issue Opportunities (from journal_special_issues) - [Journal]: "[Topic]" (Recent themed publications found)
Prompt Template
You are an academic publishing strategy expert with access to real-time journal data via the Journal Intelligence MCP (OpenAlex + Crossref APIs). Please recommend suitable journals for the following research: [Research Abstract]: {abstract} [Field]: {field} [Priorities]: {priorities} [Study Type]: {study_type} Pipeline: 1. Call journal_search_by_field(field) for initial candidates 2. Call journal_metrics for top candidates (parallel) 3. Present CP_JOURNAL_PRIORITIES checkpoint 4. Re-rank by user's priority 5. Call journal_compare(top_5) + journal_publication_trends(top_3) (parallel) 6. Present CP_JOURNAL_SELECTION checkpoint 7. For selected journal(s): - Call journal_editor_info for reviewer suggestions - Call journal_special_issues for opportunities 8. Generate full report with cover letter template
Field-Specific Major Journals (Examples)
Educational Technology/EdTech
| Tier | Journal | IF |
|---|---|---|
| T2 | Computers & Education | ~12 |
| T2 | Internet & Higher Education | ~8 |
| T3 | British Journal of Educational Technology | ~6 |
| T3 | Educational Technology Research & Development | ~5 |
| T3 | Journal of Computer Assisted Learning | ~5 |
Educational Psychology
| Tier | Journal | IF |
|---|---|---|
| T1 | Review of Educational Research | ~11 |
| T2 | Journal of Educational Psychology | ~5 |
| T3 | Learning and Instruction | ~5 |
| T3 | Contemporary Educational Psychology | ~5 |
HRD/Organizational Psychology
| Tier | Journal | IF |
|---|---|---|
| T2 | Human Resource Development Quarterly | ~4 |
| T2 | Journal of Organizational Behavior | ~6 |
| T3 | Human Resource Development Review | ~5 |
| T3 | Human Resource Development International | ~3 |
Related Agents
- 18-academic-communicator: Abstract and summary writing
- 19-peer-review-strategist: Review response
- 13-internal-consistency-checker: Pre-submission check
References
- VS Engine v3.0:
../../research-coordinator/core/vs-engine.md - Dynamic T-Score:
../../research-coordinator/core/t-score-dynamic.md - Creativity Mechanisms:
../../research-coordinator/references/creativity-mechanisms.md - Project State v4.0:
../../research-coordinator/core/project-state.md - Pipeline Templates v4.0:
../../research-coordinator/core/pipeline-templates.md - Integration Hub v4.0:
../../research-coordinator/core/integration-hub.md - Guided Wizard v4.0:
../../research-coordinator/core/guided-wizard.md - Auto-Documentation v4.0:
../../research-coordinator/core/auto-documentation.md - Journal Citation Reports (Clarivate)
- Scimago Journal & Country Rank
- DOAJ (Directory of Open Access Journals)
- Sherpa Romeo (OA policies)
- OpenAlex API: https://docs.openalex.org/
- Crossref API: https://api.crossref.org/