Evidence-centered academic literature workflow for topic definition, search, PDF download routing, Zotero management, paper writing, citation audit, and polishing. 面向中文/双语论文写作的证据闭环工作流。
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Updated
Aug 14, 2026 - Python
Evidence-centered academic literature workflow for topic definition, search, PDF download routing, Zotero management, paper writing, citation audit, and polishing. 面向中文/双语论文写作的证据闭环工作流。
Academic research skills for literature review, evidence checking, writing, slides, figures, and research workflows.
Installable SKILL.md skill for academic manuscript revision and review with citation, evidence, and clarity checks.
Research workrooms for AI agents: evidence retrieval, citation audit, adversarial review, peer review gates, and clean final reports.
Systematic audit of academic manuscript references: authenticity, bibliographic accuracy, citation appropriateness, and software/data version consistency. A Claude AI skill. | 学术稿件参考文献系统性审查 Skill
Claude Code skills for rewriting AI-drafted prose to pass AI detectors: a measured three-step pipeline (structural rewrite, tell removal, cross-model diction) scored against Pangram, plus reference management and citation auditing.
Evidence-audited deep web research skill for Codex and OpenCode — adaptive research budgets, claim-level citation audits, and report validation.
Local-first CLI workbench for academic literature reviews: manage paper registries, BibTeX, structured notes, claims, evidence maps, citation audits, project profiles, draft/manuscript QA, backups, and safe research workflows without cloud APIs or LLMs.
MIT UiPath AgentHack adapter/demo for AI Judge agentic test governance
Public AI Judge audit demo: evidence, dissent, human signoff, and archived verdict packet.
v2.3.13 — 论衡多 Agent 深度长文流水线(纯 skill,无需独立 agent):模型能力抽象+Phase 0 自检+候选池 + skill 化开箱即用。八角色 T0-T8 + 三检索员并行 + M 门 + F 失败模式 + 修订回环 ≤2 轮。
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