Individual skill

scholar-forge

End-to-end academic research and writing skill with citation integrity, venue-aware formatting, bilingual CN/EN support (GB/T 7714), and full lifecycle workflows (literature review, IMRaD, thesis, grant, peer review, rebuttal). Fetches live journal guidelines before writing. Use when writing papers, theses, proposals, LaTeX manuscripts, citations, literature reviews, reviewer responses, or any scholarly document. Triggers on 论文, 文献综述, 学位论文, arXiv, BibTeX, IMRaD, PRISMA, rebuttal, grant proposal.

SKILL.md

Read pinned source

Source commit 350e382c2840ae8fc8f055d49b8dc38851285582

What was checked

Matches the observed repository HEAD: Yes
Scanner rules are current: No
Repository scan complete: No
Skill scan complete: No
Observed behavior: Not checked yet
Last checked: Nov 7, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings): 28
Repository last updated: Jun 25, 2026
License: MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

academic-writing Repository topic
agent-skills Repository topic
cursor Repository topic
latex Repository topic
research Repository topic
research Derived category
writing Derived category
testing Derived category
testing-browser Derived category

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files

.gitignoreasset · 210 bytes
LICENSEasset · 1,083 bytes
README.mddoc · 6,445 bytes
SKILL.mdcore · 7,966 bytes
SKILL.mdcore · 7,966 bytes
SKILL.mdcore · 7,966 bytes
SKILL.mdcore · 7,966 bytes
SKILL.mdcore · 7,966 bytes
references/chinese-academic.mddoc · 2,312 bytes
references/citation-formats.mddoc · 1,319 bytes
references/integrity-protocol.mddoc · 1,574 bytes
references/reporting-guidelines.mddoc · 1,185 bytes
references/venue-intelligence.mddoc · 1,713 bytes
references/writing-quality.mddoc · 1,432 bytes
scripts/check_citations.pyruns · 1,595 bytes
scripts/validate_bib.pyruns · 2,363 bytes
tasks/grant-proposal.mddoc · 1,274 bytes
tasks/imrad-paper.mddoc · 1,566 bytes
tasks/literature-review.mddoc · 1,469 bytes
tasks/material-integration.mddoc · 1,247 bytes
tasks/peer-review.mddoc · 1,089 bytes
tasks/revision-rebuttal.mddoc · 1,174 bytes
tasks/thesis.mddoc · 1,375 bytes
templates/claim-evidence-map.mddoc · 687 bytes
templates/gb7714-thesis.texasset · 1,205 bytes
templates/ieee-conference.texasset · 933 bytes

Read excerpt


# Scholar Forge

One skill, full academic lifecycle — integrity-first, venue-aware, bilingual.

## Non-Negotiables

1. **No fabricated citations** — every reference must be located and verified (title, authors, venue, year, DOI/URL). Mark unverified as `[UNVERIFIED]`.
2. **Evidence-first** — non-trivial claims need a citation or an explicit result in the document.
3. **Label source status** — peer-reviewed / preprint / grey literature / web.
4. **Venue before prose** — fetch target journal or school guidelines before drafting (see [venue-intelligence.md](references/venue-intelligence.md)).
5. **Two-stage writing** — outline with claim-evidence map → prose. Never skip outline for full manuscripts.
6. **Compile or validate** — after LaTeX edits, run `latexmk` or report the specific error.

## Mode Router