Awesome-Agent-Skills-for-Empirical-Research g1

install
source · Clone the upstream repo
git clone https://github.com/brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research
Claude Code · Install into ~/.claude/skills/
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"
manifest: skills/25-HosungYou-Diverga/skills/g1/SKILL.md
source content

Journal 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 ServerTools UsedRequired
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.

MCP Integration

ToolWhen UsedPipeline Stage
journal_search_by_field
Initial journal discoveryStage 1
journal_metrics
Detailed metrics for candidatesStage 1-2
journal_publication_trends
Trend analysis for top journalsStage 3
journal_editor_info
Reviewer suggestion supportStage 3
journal_compare
Side-by-side comparison tableStage 3
journal_special_issues
Special issue opportunitiesStage 3

Natural Language Routing

User QueryTool(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", ...)

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

CheckpointLevelWhenOptions
CP_JOURNAL_PRIORITIES🟠 RecommendedAfter initial search, before rankingImpact Factor / Speed / OA / Scope Fit / Balanced
CP_JOURNAL_SELECTION🟠 RecommendedAfter comparison, before strategy generationSelect 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:

CriterionModal 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

  1. 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
  2. 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
  3. Practical Information

    • Average review time (knowledge-based)
    • Acceptance/rejection rate (knowledge-based)
    • Publication cost (APC) via
      journal_metrics
  4. OA Policy (MCP-enhanced)

    • is_oa status via
      journal_metrics
    • Homepage URL for policy lookup
    • Preprint policy (knowledge-based)
  5. Submission Strategy (MCP-enhanced)

    • Sequential submission plan
    • Cover letter points
    • Reviewer suggestions via
      journal_editor_info

Journal Tier Classification

TierCharacteristicsExamples (General)Acceptance Rate
Tier 1Top, multidisciplinaryNature, Science, PNAS<10%
Tier 2Field topPsychological Bulletin, RER10-20%
Tier 3Field upperJEP:LMC, C&E, BJET20-35%
Tier 4Field mid-levelField-specific journals35-50%
Tier 5Emerging, regionalNewer, 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:

  1. [Name], [Affiliation] - [Reason] (from journal_editor_info data)
  2. [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

TierJournalIF
T2Computers & Education~12
T2Internet & Higher Education~8
T3British Journal of Educational Technology~6
T3Educational Technology Research & Development~5
T3Journal of Computer Assisted Learning~5

Educational Psychology

TierJournalIF
T1Review of Educational Research~11
T2Journal of Educational Psychology~5
T3Learning and Instruction~5
T3Contemporary Educational Psychology~5

HRD/Organizational Psychology

TierJournalIF
T2Human Resource Development Quarterly~4
T2Journal of Organizational Behavior~6
T3Human Resource Development Review~5
T3Human 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/