academic-research

这段内容是审核时保存的快照。外部来源才是完整且最新的版本。

---
name: academic-research
description: >-
  Full academic research pipeline from discovery to publication — 4 reference pipelines, 27 modes,
  39-agent ensemble (deep-research 8 modes, academic-paper 11 modes, academic-paper-reviewer 6
  modes, academic-pipeline 10-stage orchestrator). Routes each request to the right pipeline and
  mode. Human-in-the-loop throughout. Plugin (upstream): claude plugin marketplace add
  Imbad0202/academic-research-skills
allowed-tools: Bash Read Write Edit Glob Grep WebFetch
metadata:
  tags: academic-research, deep-research, paper-writing, peer-review, literature-review, systematic-review, citation-check, research-pipeline, scholarly-publishing, ars
  version: 1.0.0
  source: "https://github.com/Imbad0202/academic-research-skills"
  upstream_version: 3.13.0
  license: CC-BY-NC-4.0
---












# academic-research

A routing-first front door for the full **Academic Research Skills (ARS)** suite — 4 pipelines, 27 modes, spanning the complete research-to-publication lifecycle.

> **AI is copilot, not pilot.** ARS handles the grunt work (hunting references, verifying citations, checking logical consistency, formatting). You handle the parts that require your brain: defining the question, choosing the method, interpreting results, and writing the sentence after "I argue that."

Read these pipeline references before executing:
- [references/deep-research-pipeline.md](../academic-research--references/deep-research-pipeline.md)
- [references/academic-paper-pipeline.md](../academic-research--references/academic-paper-pipeline.md)
- [references/academic-paper-reviewer-pipeline.md](../academic-research--references/academic-paper-reviewer-pipeline.md)
- [references/academic-pipeline-stages.md](../academic-research--references/academic-pipeline-stages.md)

## Plugin Installation

```bash
# Full upstream suite (all 4 skills, 27 modes — recommended for heavy use)
claude plugin marketplace add Imbad0202/academic-research-skills

# Or install this routing skill only via jeo-skills
npx skills add https://github.com/akillness/jeo-skills --skill academic-research
```

## When to use this skill

- Conducting rigorous literature research on a topic (→ deep-research pipeline)
- Writing a new academic paper from scratch or guided outline (→ academic-paper pipeline)
- Reviewing or evaluating an existing paper (→ academic-paper-reviewer pipeline)
- Orchestrating the full research-to-publication workflow end-to-end (→ academic-pipeline)
- Fact-checking claims in a paper or source (→ deep-research / fact-check mode)
- Preparing for peer review, rebuttal, or journal revision (→ academic-paper / revision modes)
- Running a PRISMA 2020 systematic review (→ deep-research / systematic-review mode)
- Generating a bilingual abstract, converting citations, checking AI disclosure requirements

## When not to use this skill

- The request is a code documentation or API reference → use `technical-writing`
- The request is an ML experiment loop (training/eval) → use `autoresearch`
- The request is a general writing task (blogs, marketing, newsletters) → use `marketing-automation`
- The request needs autonomous agent ML training → use `autoresearch`
- The user already has a paper draft and just needs copy editing → use `technical-writing` or `technical-writing`

## Required intake packet

Before routing, identify:
1. **Pipeline** — which of the 4 pipelines fits (deep-research / academic-paper / academic-paper-reviewer / academic-pipeline)
2. **Mode** — which specific mode within that pipeline (see routing table below)
3. **Topic or input** — the research topic, paper text, or reviewer comments to work from
4. **Oversight preference** — Very High (guided/Socratic) → High (key decisions) → Medium (structured) → Low (template)
5. **Format / venue** — APA 7.0, IEEE, LaTeX, NeurIPS, ICLR, CVPR, or journal target

## Pipeline & Mode Routing Table

| What the user says | Pipeline | Mode | Oversight |
|---|---|---|---|
| "research [topic