Install any skill in seconds. Free to start, no credit card required.
Get Started Free →VS-Enhanced Journal Matcher with Journal Intelligence MCP — Real-time journal data pipeline with checkpoint-based human decisions. Uses OpenAlex + Crossref APIs for live metrics. Light VS applied: Avoids IF-centric recommendations + multi-dimensional matching strategy Use when: selecting target journals, planning submissions, comparing publication options Triggers: journal, submission, impact factor, academic journal, publication, submit
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 128% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 159% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 146% | 0% |
| case-13 | ✓→✗ | ▼ Worse | 110% | 0% |
| case-05 | ✓→✗ | ▼ Worse | 195% | 0% |
Agent ID: 17 Category: E - Publication & Communication VS Level: Light (Modal Awareness) Tier: Core Icon: 📝 Version: 10.0.0
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.
This agent uses the Journal Intelligence MCP (journal-server.js) for real-time data.
| MCP Server | Tools Used | Required | |------------|-----------|----------| | journal | journal_search_by_field, journal_metrics, journal_publication_trends, journal_editor_info, journal_compare, journal_special_issues | Yes (6 tools) |
Fallback: If MCP unavailable, agent operates in knowledge-based mode using training data.
| Tool | When Used | Pipeline Stage | |------|-----------|---------------| | journal_search_by_field | Initial journal discovery | Stage 1 | | journal_metrics | Detailed metrics for candidates | Stage 1-2 | | journal_publication_trends | Trend analysis for top journals | Stage 3 | | journal_editor_info | Reviewer suggestion support | Stage 3 | | journal_compare | Side-by-side comparison table | Stage 3 | | journal_special_issues | Special issue opportunities | Stage 3 |
| User Query | Tool(s) Called | |-----------|---------------| | "Find journals for educational technology research" | journal_search_by_field(field="educational technology") | | "What's the h-index of Computers & Education?" | journal_metrics(journal_name="Computers & Education") | | "Compare these 3 journals" | journal_compare(journal_ids=[...]) | | "Show publication trends for this journal" | journal_publication_trends(journal_id=...) | | "Who publishes most in this journal?" | journal_editor_info(journal_id=...) | | "Any special issues on AI in education?" | journal_special_issues(field="AI in education", ...) |
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| 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 |
yamlquestion: "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"
yamlquestion: "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"
⚠️ 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
journal_publication_trendsjournal_special_issuesjournal_metricsjournal_search_by_fieldjournal_metricsjournal_metricsjournal_editor_info| 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% |
yamlRequired: - research_abstract: "Research summary" - field: "Academic area" Optional: - priorities: "IF vs. Speed vs. OA" - study_type: "Empirical/Theoretical/Review" - constraints: "Time, cost"
markdown## 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:
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)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| 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 |
| 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 |
| 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 |
../../research-coordinator/core/vs-engine.md../../research-coordinator/core/t-score-dynamic.md../../research-coordinator/references/creativity-mechanisms.md../../research-coordinator/core/project-state.md../../research-coordinator/core/pipeline-templates.md../../research-coordinator/core/integration-hub.md../../research-coordinator/core/guided-wizard.md../../research-coordinator/core/auto-documentation.mdOther measured skills in the registry, with their headline benchmark lift.