LaTeX Academic Paper Assistant (English)
Critical Rules
- NEVER modify
\cite{}, \ref{}, \label{}, math environments
- NEVER fabricate bibliography entries
- NEVER change domain terminology without confirmation
- ALWAYS output suggestions in diff-comment format first
Argument Conventions ($ARGUMENTS)
- Use
$ARGUMENTS to capture user-provided inputs (main .tex path, target section, module choice).
- If
$ARGUMENTS is missing or ambiguous, ask for: main .tex path, target scope, and desired module.
- Treat file paths as literal; do not guess missing paths.
Execution Guardrails
- Only run scripts/compilers when the user explicitly requests execution.
- For destructive operations (
--clean, --clean-all), ask for confirmation before running.
Unified Output Protocol (All Modules)
Each suggestion MUST include fixed fields:
- Severity: Critical / Major / Minor
- Priority: P0 (blocking) / P1 (important) / P2 (nice-to-have)
Default comment template (diff-comment style):
% <MODULE> (Line <N>) [Severity: <Critical|Major|Minor>] [Priority: <P0|P1|P2>]: <Issue summary>
% Original: ...
% Revised: ...
% Rationale: ...
% ⚠️ [PENDING VERIFICATION]: <if evidence/metric is required>
Failure Handling (Global)
If a tool/script cannot run, respond with a comment block including the reason and a safe next step:
% ERROR [Severity: Critical] [Priority: P0]: <short error>
% Cause: <missing file/tool or invalid path>
% Action: <install tool / verify file path / re-run command>
Common cases:
- Script not found: confirm
scripts/ path and working directory
- LaTeX tool missing: suggest installing TeX Live/MiKTeX or adding to PATH
- File not found: ask user to provide the correct
.tex path
- Compilation failed: summarize the first error and request the relevant log snippet
Modules (Independent, Pick Any)
| Module |
Trigger Keywords |
Script |
Details |
| Compile |
compile, 编译, build |
python scripts/compile.py main.tex |
COMPILE.md |
| Format Check |
format, chktex, lint |
python scripts/check_format.py main.tex |
FORMAT.md |
| Grammar |
grammar, 语法, proofread |
python scripts/analyze_grammar.py main.tex |
GRAMMAR.md |
| Sentences |
long sentence, 长句 |
python scripts/analyze_sentences.py main.tex |
SENTENCES.md |
| Expression |
academic tone, 学术表达 |
python scripts/improve_expression.py main.tex |
EXPRESSION.md |
| Logic |
logic, coherence, methodology |
python scripts/analyze_logic.py main.tex |
LOGIC.md |
| Translation |
translate, 翻译, 中译英 |
python scripts/translate_academic.py "text" |
TRANSLATION.md |
| Bibliography |
bib, bibliography |
python scripts/verify_bib.py refs.bib |
BIBLIOGRAPHY.md |
| References |
ref check, label check, cross-ref |
python scripts/check_references.py main.tex |
— |
| De-AI |
deai, 去AI化, humanize |
python scripts/deai_check.py main.tex |
DEAI.md |
| Title |
title, 标题 |
python scripts/optimize_title.py main.tex |
TITLE.md |
| Caption |
caption, 图标题, 表标题, figure caption, table caption |
— |
CAPTION.md |
| Reviewer |
reviewer, 审稿, checklist |
— |
REVIEWER_PERSPECTIVE.md |
| Workflow |
workflow, full review |
— |
WORKFLOW.md |
Best Practices & Venue Rules
Load additional context from:
- VENUES.md: Specific rules for IEEE, ACM, Springer, NeurIPS, ICML
- BEST_PRACTICES.md: General workflow recommendations
References
- STYLE_GUIDE.md: Academic writing rules
- COMMON_ERRORS.md: Chinglish patterns
- VENUES.md: Conference/journal requirements
- FORBIDDEN_TERMS.md: Protected terminology
- TERMINOLOGY.md: Domain terminology (DL/TS/IC)
- TRANSLATION_GUIDE.md: Translation guide
- DEAI_GUIDE.md: De-AI writing guide and patterns
- WRITING_PHILOSOPHY.md: Writing philosophy
- REVIEWER_PERSPECTIVE.md: Reviewer checklist
- CITATION_VERIFICATION.md: Citation verification
- COMPILATION.md: Compilation recipes
1---2name: latex-paper-en3description: LaTeX academic paper assistant for English papers (IEEE, ACM, Springer, NeurIPS, ICML). Use when writing, reviewing, compiling, or improving English LaTeX academic papers. Use when user mentions compile, grammar, bibliography, deai, translate, title, logic, reviewer perspective, or any LaTeX paper quality improvement task. Domains: Deep Learning, Time Series, Industrial Control.4---56# LaTeX Academic Paper Assistant (English)78## Critical Rules9101. NEVER modify `\cite{}`, `\ref{}`, `\label{}`, math environments112. NEVER fabricate bibliography entries123. NEVER change domain terminology without confirmation134. ALWAYS output suggestions in diff-comment format first1415## Argument Conventions ($ARGUMENTS)1617- Use `$ARGUMENTS` to capture user-provided inputs (main `.tex` path, target section, module choice).18- If `$ARGUMENTS` is missing or ambiguous, ask for: main `.tex` path, target scope, and desired module.19- Treat file paths as literal; do not guess missing paths.2021## Execution Guardrails2223- Only run scripts/compilers when the user explicitly requests execution.24- For destructive operations (`--clean`, `--clean-all`), ask for confirmation before running.2526## Unified Output Protocol (All Modules)2728Each suggestion MUST include fixed fields:29- **Severity**: Critical / Major / Minor30- **Priority**: P0 (blocking) / P1 (important) / P2 (nice-to-have)3132**Default comment template** (diff-comment style):33```latex34% <MODULE> (Line <N>) [Severity: <Critical|Major|Minor>] [Priority: <P0|P1|P2>]: <Issue summary>35% Original: ...36% Revised: ...37% Rationale: ...38% ⚠️ [PENDING VERIFICATION]: <if evidence/metric is required>39```4041## Failure Handling (Global)4243If a tool/script cannot run, respond with a comment block including the reason and a safe next step:44```latex45% ERROR [Severity: Critical] [Priority: P0]: <short error>46% Cause: <missing file/tool or invalid path>47% Action: <install tool / verify file path / re-run command>48```49Common cases:50- **Script not found**: confirm `scripts/` path and working directory51- **LaTeX tool missing**: suggest installing TeX Live/MiKTeX or adding to PATH52- **File not found**: ask user to provide the correct `.tex` path53- **Compilation failed**: summarize the first error and request the relevant log snippet5455## Modules (Independent, Pick Any)5657| Module | Trigger Keywords | Script | Details |58|--------|-----------------|--------|---------|59| Compile | compile, 编译, build | `python scripts/compile.py main.tex` | [COMPILE.md](resources/modules/COMPILE.md) |60| Format Check | format, chktex, lint | `python scripts/check_format.py main.tex` | [FORMAT.md](resources/modules/FORMAT.md) |61| Grammar | grammar, 语法, proofread | `python scripts/analyze_grammar.py main.tex` | [GRAMMAR.md](resources/modules/GRAMMAR.md) |62| Sentences | long sentence, 长句 | `python scripts/analyze_sentences.py main.tex` | [SENTENCES.md](resources/modules/SENTENCES.md) |63| Expression | academic tone, 学术表达 | `python scripts/improve_expression.py main.tex` | [EXPRESSION.md](resources/modules/EXPRESSION.md) |64| Logic | logic, coherence, methodology | `python scripts/analyze_logic.py main.tex` | [LOGIC.md](resources/modules/LOGIC.md) |65| Translation | translate, 翻译, 中译英 | `python scripts/translate_academic.py "text"` | [TRANSLATION.md](resources/modules/TRANSLATION.md) |66| Bibliography | bib, bibliography | `python scripts/verify_bib.py refs.bib` | [BIBLIOGRAPHY.md](resources/modules/BIBLIOGRAPHY.md) |67| References | ref check, label check, cross-ref | `python scripts/check_references.py main.tex` | — |68| De-AI | deai, 去AI化, humanize | `python scripts/deai_check.py main.tex` | [DEAI.md](resources/modules/DEAI.md) |69| Title | title, 标题 | `python scripts/optimize_title.py main.tex` | [TITLE.md](resources/modules/TITLE.md) |70| Caption | caption, 图标题, 表标题, figure caption, table caption | — | [CAPTION.md](resources/modules/CAPTION.md) |71| Reviewer | reviewer, 审稿, checklist | — | [REVIEWER_PERSPECTIVE.md](resources/references/REVIEWER_PERSPECTIVE.md) |72| Workflow | workflow, full review | — | [WORKFLOW.md](resources/modules/WORKFLOW.md) |7374## Best Practices & Venue Rules75Load additional context from:76- [VENUES.md](resources/references/VENUES.md): Specific rules for IEEE, ACM, Springer, NeurIPS, ICML77- [BEST_PRACTICES.md](resources/references/BEST_PRACTICES.md): General workflow recommendations7879## References8081- [STYLE_GUIDE.md](resources/references/STYLE_GUIDE.md): Academic writing rules82- [COMMON_ERRORS.md](resources/references/COMMON_ERRORS.md): Chinglish patterns83- [VENUES.md](resources/references/VENUES.md): Conference/journal requirements84- [FORBIDDEN_TERMS.md](resources/references/FORBIDDEN_TERMS.md): Protected terminology85- [TERMINOLOGY.md](resources/references/TERMINOLOGY.md): Domain terminology (DL/TS/IC)86- [TRANSLATION_GUIDE.md](resources/references/TRANSLATION_GUIDE.md): Translation guide87- [DEAI_GUIDE.md](resources/references/DEAI_GUIDE.md): De-AI writing guide and patterns88- [WRITING_PHILOSOPHY.md](resources/references/WRITING_PHILOSOPHY.md): Writing philosophy89- [REVIEWER_PERSPECTIVE.md](resources/references/REVIEWER_PERSPECTIVE.md): Reviewer checklist90- [CITATION_VERIFICATION.md](resources/references/CITATION_VERIFICATION.md): Citation verification91- [COMPILATION.md](resources/references/COMPILATION.md): Compilation recipes
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