ccf-literature-monitor

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Original

English

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Chinese

CCF Literature Monitor

CCF文献监控器

Core Rule

核心规则

Monitor arXiv, OpenReview, conference/proceedings feeds, project pages, labs, and named competitors for new papers that could overlap with the user's idea or paper. Report findings factually. Do not exaggerate novelty threats, dismiss real overlap, or infer priority from weak evidence. Provide actionable signals: RELAX, RESEARCH, FOLLOW-UP.

监控arXiv、OpenReview、会议/论文集资讯、项目页面、实验室以及指定竞品的新论文，寻找可能与用户想法或论文存在重叠的内容。如实报告发现结果，不得夸大新颖性威胁、忽视真实重叠情况，也不得依据薄弱证据推断研究优先级。提供可执行的信号：RELAX（无需担忧）、RESEARCH（深入研究）、FOLLOW-UP（跟进处理）。

Modes

模式

```
arxiv-watch
```
: scan recent papers in target categories or keyword clusters.
```
venue-watch
```
: scan OpenReview, proceedings, accepted-paper lists, or official venue pages.
```
novelty-check
```
: compare a given idea with recent papers and flag overlap.
```
trend-scouting
```
: summarize emerging directions, crowded areas, and under-tested gaps.
```
competitor-tracking
```
: monitor named research groups, labs, repositories, datasets, benchmarks, or authors.
```
paper-alert-digest
```
: produce a recurring watch report suitable for saving into a project folder.

```
arxiv-watch
```
：扫描目标分类或关键词集群中的近期论文。
```
venue-watch
```
：扫描OpenReview、论文集、已接收论文列表或官方会议页面。
```
novelty-check
```
：将给定想法与近期论文对比，标记重叠内容。
```
trend-scouting
```
：总结新兴研究方向、热门领域以及未充分探索的空白。
```
competitor-tracking
```
：监控指定研究团队、实验室、代码库、数据集、基准测试或作者。
```
paper-alert-digest
```
：生成可保存至项目文件夹的定期监测报告。

Skill Linkage

技能关联

@READS
```
ccfa.yaml
```
for idea state.
@SHARES findings with
```
ccf-literature-searcher
```
.
@SHARES novelty implications with
```
ccf-idea-reviewer
```
.
@SHARES rescue or differentiation opportunities with
```
ccf-idea-optimizer
```
.
@SHARES citation and positioning candidates with
```
ccf-paper-writer
```
.
@FLAGS conflicting papers for
```
ccf-integrity-auditor
```
.

@读取
```
ccfa.yaml
```
获取想法状态。
@与
```
ccf-literature-searcher
```
共享发现结果。
@与
```
ccf-idea-reviewer
```
共享新颖性影响分析。
@与
```
ccf-idea-optimizer
```
共享差异化或补救机会。
@与
```
ccf-paper-writer
```
共享引用和定位候选内容。
@为
```
ccf-integrity-auditor
```
标记存在冲突的论文。

Invocation Controls

调用控制

CCFA Handoff Mode: PARTIAL (Recommended). Follow

metadata.ccf_skill_controls.handoff_question_mode

and

../ccf-common/references/handoff-modes.md

Load

../ccf-common/references/task-modes.md

before deciding exploratory, quick, or standard mode.

Treat unpublished ideas, draft abstracts, methods, and results as private material. Load

../ccf-common/references/privacy-and-evidence.md

before using private text in queries. Use public-safe keywords, public method names, venue names, and user-approved query text.

Load

../ccf-common/references/review-output-standards.md

when monitor results feed idea scoring, paper review, or score-risk language.

CCFA交接模式：PARTIAL（推荐）。遵循

metadata.ccf_skill_controls.handoff_question_mode

以及

../ccf-common/references/handoff-modes.md

。

在决定探索性、快速或标准模式前，加载

../ccf-common/references/task-modes.md

。

将未发表的想法、草稿摘要、方法和结果视为私密内容。在查询中使用私密文本前，加载

../ccf-common/references/privacy-and-evidence.md

。使用公开安全的关键词、公开方法名称、会议名称以及用户批准的查询文本。

当监测结果用于想法评分、论文评审或风险评分表述时，加载

../ccf-common/references/review-output-standards.md

。

Workflow

工作流

Load
```
references/monitoring-workflow.md
```
.
If project state is available (
```
ccfa.yaml
```
), read the current idea, target venue, claims, and tracked competitors.
Choose the mode and time window. If the user says "latest", "recent", "new", "this week", or "today", verify the current date and use an explicit date range.
Execute the requested monitoring mode using public-safe queries and source-quality exclusions from the shared policy.
Classify overlaps by problem, mechanism, evidence, benchmark, dataset, claim, and venue positioning.
Report findings with precise implications for other CCFA skills.
Offer optional handoff to
```
ccf-literature-searcher
```
for deep retrieval,
```
ccf-idea-reviewer
```
for score impact,
```
ccf-idea-optimizer
```
for differentiation, or
```
ccf-paper-writer
```
for related-work integration.

加载
```
references/monitoring-workflow.md
```
。
如果项目状态可用（
```
ccfa.yaml
```
），读取当前想法、目标会议、研究主张以及追踪的竞品。
选择模式和时间窗口。如果用户提及“latest（最新）”、“recent（近期）”、“new（新）”、“this week（本周）”或“today（今天）”，核实当前日期并使用明确的日期范围。
使用共享策略中的公开安全查询和源质量排除规则，执行请求的监测模式。
按照问题、机制、证据、基准测试、数据集、研究主张和会议定位对重叠内容进行分类。
报告发现结果，并明确说明对其他CCFA技能的影响。
提供可选的交接选项，可将任务转交至
```
ccf-literature-searcher
```
进行深度检索、
```
ccf-idea-reviewer
```
评估评分影响、
```
ccf-idea-optimizer
```
制定差异化方案，或
```
ccf-paper-writer
```
整合相关研究内容。

Output Contract

输出协议

For each monitoring execution, report in this structure:

markdown

undefined

对于每次监测执行，按以下结构报告：

markdown

undefined

Literature Monitoring Report: [Mode] - [Topic/Venue]

文献监测报告: [模式] - [主题/会议]

As of: [YYYY-MM-DD] Time range: [from] to [to] Sources scanned: [arXiv categories / venues / labs / APIs] Papers scanned: [count] High-relevance papers: [count] Overall signal: RELAX / RESEARCH / FOLLOW-UP

Title	Source	Overlap level	Overlap type	Evidence basis	Action
[title]	[arXiv/OpenReview/venue]	None/Low/Medium/High	Problem/Method/Evidence/Benchmark	[abstract/intro/result]	RELAX/RESEARCH/FOLLOW-UP

Actionable flags:

RELAX: no material overlap found in the scanned window; continue, but do not claim full novelty proof.
RESEARCH: partial overlap or possible close work; deep retrieve via
```
ccf-literature-searcher
```
.
FOLLOW-UP: significant overlap in problem, mechanism, and evidence; route to
```
ccf-idea-reviewer
```
or
```
ccf-idea-optimizer
```
before writing stronger novelty claims.

Handoff signals:

```
ccf-literature-searcher
```
: [papers or clusters to retrieve deeply]
```
ccf-idea-reviewer
```
: [novelty or score implications]
```
ccf-idea-optimizer
```
: [differentiation or rescue direction]
```
ccf-paper-writer
```
: [related-work or positioning update]
```
ccf-integrity-auditor
```
: [citation/attribution conflict]

Output self-check: [date range explicit, source basis stated, table valid, no unsupported novelty conclusion]

undefined

截至日期: [YYYY-MM-DD] 时间范围: [起始日期] 至 [结束日期] 扫描来源: [arXiv分类 / 会议 / 实验室 / API] 扫描论文数量: [数量] 高相关性论文数量: [数量] 整体信号: RELAX / RESEARCH / FOLLOW-UP

标题	来源	重叠程度	重叠类型	证据依据	行动
[标题]	[arXiv/OpenReview/会议]	无/低/中/高	问题/方法/证据/基准测试	[摘要/引言/结果]	RELAX/RESEARCH/FOLLOW-UP

可执行标记:

RELAX: 在扫描时间范围内未发现实质性重叠；可继续推进，但不得声称已完全证明新颖性。
RESEARCH: 存在部分重叠或可能有相关研究；通过
```
ccf-literature-searcher
```
进行深度检索。
FOLLOW-UP: 在问题、机制和证据方面存在显著重叠；在提出更强的新颖性主张前，转交至
```
ccf-idea-reviewer
```
或
```
ccf-idea-optimizer
```
处理。

交接信号:

```
ccf-literature-searcher
```
: [需深度检索的论文或集群]
```
ccf-idea-reviewer
```
: [新颖性或评分影响]
```
ccf-idea-optimizer
```
: [差异化或补救方向]
```
ccf-paper-writer
```
: [相关研究内容或定位更新]
```
ccf-integrity-auditor
```
: [引用/归属冲突]

输出自检: [日期范围明确、来源依据说明、表格有效、无无依据的新颖性结论]

undefined

References

参考文献

```
references/monitoring-workflow.md
```
— Workflow, api-key-management, search strategy.
```
references/report-template.md
```
— Output template and formatting.

../ccf-common/references/source-registry.yaml

— Competitor and arxiv links.

```
references/monitoring-workflow.md
```
— 工作流、API密钥管理、搜索策略。
```
references/report-template.md
```
— 输出模板和格式规范。

../ccf-common/references/source-registry.yaml

— 竞品和arXiv链接。