为中文毕业论文补强并核验引用：找出必须有引文支撑的句子，扩展候选文献，检查引用与论断是否匹配，并回写参考文献与正文引用。
The English summary is being prepared. Showing the original description.
Run score Not tested
See how to installReview the instructions the agent will receive before you install.
references/*.bibAlways read:
references/overview.mdreferences/citation_priority.mdreferences/review_rules.mdMachine-readable contract:
assets/citation_enhance_contract.jsonbib 与正文引用No reviews yet. Tell others what you thought.
No login needed. Share how it worked for you, ask a question, or note where it did not run.
No comments yet. Be the first to write one.
Internal template for creating or refactoring a skill into the repository's reference-first shape. **Trigger**: reference-first template, blueprint skill, create a reusable skill, refactor a script-heavy skill. **Use when**: you need a lean `SKILL.md`, explicit `references/`, machine-readable `assets/`, and a minimal deterministic `run.py`.
The English summary is being prepared. Showing the original description.
Download a small corpus of open-access arXiv survey/review PDFs about agentic systems and extract text for style learning.
The English summary is being prepared. Showing the original description.
Extract per-subsection “anchor facts” (NO PROSE) from evidence packs so the writer is forced to include concrete numbers/benchmarks/limitations instead of generic summaries.
The English summary is being prepared. Showing the original description.
Curate reader-facing survey tables for the Appendix (clean layout + high information density), using only in-scope evidence and existing citation keys.
The English summary is being prepared. Showing the original description.
Build a final, machine-readable argument snapshot from current H3 sections and refresh section fingerprints before merge.
The English summary is being prepared. Showing the original description.
Audit one research Workspace for declared Unit outputs and Pipeline target Artifacts, writing `output/CONTRACT_REPORT.md`; use for mid-Run coverage snapshots or final delivery completeness, not deep provenance integrity.
The English summary is being prepared. Showing the original description.