Typst Academic Paper Assistant

Use this skill for targeted work on an existing Typst paper project. Route requests to the smallest useful module and keep outputs compatible with Typst source review.

Capability Summary

• Compile Typst projects and diagnose Typst CLI issues.
• Audit format, bibliography, grammar, sentence length, argument logic, expression quality, and AI traces.
• Diagnose and rewrite-plan literature review sections so they move from theme clustering to comparison and gap derivation.
• Review IEEE-like pseudocode blocks for algorithmic, algorithm-figure, lovelace, caption handling, and comment length.
• Support both BibTeX and Hayagriva bibliography files.
• Improve titles, translation, and experiment-section clarity for Typst papers.

Triggering

Use this skill when the user has an existing .typ paper project and wants help with:

• Typst compilation or export issues
• format or venue compliance
• bibliography validation for BibTeX or Hayagriva
• grammar, sentence, logic, or expression review
• literature review restructuring, related-work synthesis, or research-gap derivation
• translation or bilingual polishing
• title optimization
• pseudocode and algorithm-block review
• de-AI editing
• experiment-section review

Do Not Use

Do not use this skill for:

• LaTeX-first conference or thesis projects
• DOCX/PDF-only editing without Typst source
• thesis template detection or GB/T 7714 thesis workflows
• from-scratch paper planning or literature research
• multi-perspective review, scoring, or submission gate decisions (use paper-audit)
• standalone pseudocode drafting without a paper context

Module Router

Module	Use when	Primary command	Read next
compile	Typst build, export, font, or watch issues	uv run python $SKILL_DIR/scripts/compile.py main.typ	references/modules/COMPILE.md
format	Venue/layout review for a Typst paper	uv run python $SKILL_DIR/scripts/check_format.py main.typ	references/modules/FORMAT.md (load templates/<venue>.md instead of the full references/VENUES.md when a venue is named)
bibliography	BibTeX or Hayagriva validation	uv run python $SKILL_DIR/scripts/verify_bib.py references.bib --typ main.typ	references/modules/BIBLIOGRAPHY.md
grammar	Grammar cleanup on Typst prose	uv run python $SKILL_DIR/scripts/analyze_grammar.py main.typ --section introduction	references/modules/GRAMMAR.md
sentences	Long or dense sentence diagnostics	uv run python $SKILL_DIR/scripts/analyze_sentences.py main.typ --section introduction	references/modules/SENTENCES.md
logic	Argument flow, introduction funnel, cross-section closure, and abstract/conclusion alignment review	uv run python $SKILL_DIR/scripts/analyze_logic.py main.typ --section methods	references/modules/LOGIC.md
literature	Related Work is list-like, under-compared, or missing a literature-backed gap	uv run python $SKILL_DIR/scripts/analyze_literature.py main.typ --section related	references/modules/LITERATURE.md
expression	Tone and expression polishing	uv run python $SKILL_DIR/scripts/improve_expression.py main.typ --section methods	references/modules/EXPRESSION.md
translation	Chinese/English academic translation in Typst context	uv run python $SKILL_DIR/scripts/translate_academic.py input_zh.txt --domain deep-learning	references/modules/TRANSLATION.md
title	Generate, compare, or optimize Typst paper titles	uv run python $SKILL_DIR/scripts/optimize_title.py main.typ --check	references/modules/TITLE.md
pseudocode	Review algorithmic / algorithm-figure / lovelace output for IEEE-like safety, captions, and comment length	uv run python $SKILL_DIR/scripts/check_pseudocode.py main.typ --venue ieee	references/modules/PSEUDOCODE.md
deai	Reduce English or Chinese AI-writing traces while preserving Typst syntax	uv run python $SKILL_DIR/scripts/deai_check.py main.typ --section introduction	references/modules/DEAI.md
experiment	Inspect experiment-section clarity, discussion layering, and reporting quality	uv run python $SKILL_DIR/scripts/analyze_experiment.py main.typ --section experiment	references/modules/EXPERIMENT.md
tables	Table structure validation, three-line table generation	uv run python $SKILL_DIR/scripts/check_tables.py main.typ	references/modules/TABLES.md
abstract	Abstract five-element structure diagnosis and word count validation	uv run python $SKILL_DIR/scripts/analyze_abstract.py main.typ	references/modules/ABSTRACT.md
adapt	Journal adaptation: reformat paper for a different venue	(LLM-driven workflow)	references/modules/ADAPT.md

Routing Rules

• Infer the module from the user request first. Ask for the module only if the request still maps equally well to multiple incompatible modules.
• If the user requests 2-3 compatible checks, run them in sequence rather than collapsing everything into one generic review.
• Use this execution order when multiple modules are needed: compile -> bibliography -> format -> pseudocode / tables -> grammar / sentences / deai -> logic / literature / experiment -> title / expression / translation / adapt.
• For bibliography requests, decide BibTeX vs Hayagriva before running the script; do not guess the format after the fact.
• Prefer logic for abstract-introduction-conclusion alignment, introduction funnel breaks, or contribution drift; prefer literature only when the user is specifically asking for Related Work synthesis, comparison, or gap derivation.
• Keep pseudocode for algorithm-figure, algorithmic, lovelace, caption, wrapper, and IEEE-like style-hook issues even when the user phrases them as formatting problems.
• If a command fails, report the exact command and exit code before suggesting the next fallback; do not silently replace a failed script run with a generic prose review.

Required Inputs

• main.typ or the Typst entry file.
• Optional --section SECTION for targeted analysis.
• Optional bibliography path when the request targets references.
• Optional venue context when the user cares about IEEE, ACM, Springer, or similar expectations.

If arguments are missing, preserve the inferred module and ask only for the missing Typst entry file, section, bibliography path, or venue context.

Output Contract

• Return findings in Typst diff-comment style whenever possible: // MODULE (Line N) [Severity] [Priority]: Issue ...
• Report the exact command used and the exit code when a script fails.
• Preserve @cite, <label>, math blocks, and Typst macros unless the user explicitly asks for source edits.
• For literature, diagnose and offer a rewrite blueprint first; only produce revised prose when the user explicitly asks for it.

Workflow

1. Parse $ARGUMENTS, infer the active module, and keep that inference unless the user explicitly changes the target.
2. If the request combines multiple compatible concerns, run them in the routing order above and group the output by module.
3. Read only the reference file needed for that module.
4. Run the module script with uv run python ....
5. Return Typst-ready comments and next actions.
6. For bibliography requests, decide BibTeX vs Hayagriva first, then run bibliography.

Safety Boundaries

• Don't invent citations, labels, or experimental claims — fabricated evidence is harder to retract once the user trusts it than a clearly flagged gap.
• Leave @cite, <label>, math blocks, and Typst macros untouched by default — a stray edit there is far harder to spot in a diff than a prose edit, and Typst surfaces those errors only at compile time.
• Keep compile diagnostics separate from prose rewrites — bundling them encourages the user to apply both at once and lose track of which change broke what.

Reference Map

• references/TYPST_SYNTAX.md: Typst syntax reminders and pitfalls.
• references/STYLE_GUIDE.md: paper-writing style baseline.
• references/CITATION_VERIFICATION.md: citation verification workflow.
• references/VENUES.md: full venue catalog (treat as index; prefer templates/<venue>.md for IEEE / ACM / NeurIPS).
• templates/: per-venue snapshots loaded on demand. Files: ieee.md, acm.md, neurips.md.
• references/modules/: module-specific Typst commands and choices.
• references/modules/PSEUDOCODE.md: IEEE-like defaults for Typst pseudocode.

Read only the file that matches the active module.

Example Requests

• “Compile this Typst paper and tell me why the export works locally but fails in CI.”
• “Check bibliography, title, and abstract wording in my main.typ submission.”
• “Rewrite the related work in my Typst paper so it sounds like an academic dialogue rather than a paper list, but keep citation anchors untouched.”
• “Review this algorithm-figure block for IEEE-like caption, line-number, and comment issues.”
• “Review the methods section for sentence length and logic, but keep Typst labels intact.”

See examples/ for full request-to-command walkthroughs.