# Template Academic Paper Reviewer

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- **Type:** Skill
- **Install:** `agentstack add skill-docxology-template-academic-paper-reviewer`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [docxology](https://agentstack.voostack.com/s/docxology)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** Apache-2.0
- **Upstream author:** [docxology](https://github.com/docxology)
- **Source:** https://github.com/docxology/template/tree/main/docs/prompts/academic-paper-reviewer
- **Website:** https://doi.org/10.5281/zenodo.19139090

## Install

```sh
agentstack add skill-docxology-template-academic-paper-reviewer
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Academic paper reviewer

Read-only review workflow for template manuscripts. Review reports are separate
artifacts; this skill does not edit the manuscript directly.

## Natural invoke

- "Review this manuscript like peer reviewers"
- "Focus only on methodology and statistics"
- "Check whether my revisions address the comments"
- "Calibrate the review rubric against a known decision set"

## Inputs to confirm

- **Manuscript** - project manuscript directory or provided paper file.
- **Mode** - full, quick, methodology-focus, re-review, or calibration.
- **Review lens** - target venue, discipline, methods, and known reviewer comments.
- **Evidence access** - rendered PDF, source markdown, output artifacts, validation reports, and claim ledgers.

## Workflow

1. **Read-only boundary** - produce reports, matrices, and recommendations only; route edits to [academic-paper](../academic-paper/SKILL.md).
2. **Panel lenses** - separate contribution, methods, evidence/citations, presentation, reproducibility, and adversarial-overclaim checks.
3. **Evidence audit** - cite source file paths, generated artifacts, evidence registry entries, and validation reports when flagging issues.
4. **Revision traceability** - in re-review mode, map each reviewer concern to author action, verification status, residual risk, and next owner.
5. **No sycophantic concession** - do not soften a finding unless new evidence from the manuscript or artifacts resolves it.

## Deliverables

- Review package: summary verdict, major issues, minor issues, evidence table, and recommended next actions.
- Methodology-focus mode: methods validity, data/analysis reproducibility, statistical or formalism concerns.
- Re-review mode: traceability matrix with comment, response, evidence checked, verified, and residual issue.
- Calibration mode: rubric, expected decision labels, observed disagreement, and confidence caveats.

## Verification commands

```bash
uv run python -m infrastructure.validation.cli prerender projects//manuscript --repo-root .
uv run python -m infrastructure.validation.cli evidence projects/ --fail-on-issues
uv run python -m infrastructure.prose.cli report projects//manuscript
```

## References

- [MODE_REGISTRY.md](../MODE_REGISTRY.md)
- [academic-paper](../academic-paper/SKILL.md)
- [manuscript-claim-verification](../manuscript-claim-verification/SKILL.md)

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [docxology](https://github.com/docxology)
- **Source:** [docxology/template](https://github.com/docxology/template)
- **License:** Apache-2.0
- **Homepage:** https://doi.org/10.5281/zenodo.19139090

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-docxology-template-academic-paper-reviewer
- Seller: https://agentstack.voostack.com/s/docxology
- Browse the marketplace: https://agentstack.voostack.com/browse

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