comm-lit-review-claude-single

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Original

English

🇨🇳

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Chinese

Comm Lit Review Claude Single

通信领域文献综述Claude专用工具

Research topic: $ARGUMENTS

研究主题：$ARGUMENTS

Purpose

用途

Use this skill for communications-domain literature review when the topic is about:

wireless communications
cellular systems,
```
4G/5G/6G
```
,
```
NR
```
,
```
NTN
```
satellite,
```
LEO
```
,
```
GEO
```
, integrated space-air-ground systems
Wi-Fi, WLAN, mesh, ad hoc, sidelink, V2X
routing, scheduling, resource allocation, beamforming
rate adaptation, link adaptation,
```
ACM
```
,
```
HARQ
```
,
```
CSI
```
feedback
transport protocols and congestion control in communication networks
cross-layer optimization for communication systems

If the center of gravity is generic ML architecture research, pure control theory without communications literature, or software/API documentation rather than papers, fall back to a general literature skill.

当研究主题涉及以下方向时，可使用本工具进行通信领域文献综述：

无线通信
蜂窝系统，
```
4G/5G/6G
```
、
```
NR
```
、
```
NTN
```
卫星、
```
LEO
```
、
```
GEO
```
、天地一体化信息网络
Wi-Fi、WLAN、Mesh网络、自组织网络、侧链路、V2X
路由、调度、资源分配、波束成形
速率自适应、链路自适应、
```
ACM
```
、
```
HARQ
```
、
```
CSI
```
反馈
通信网络中的传输协议与拥塞控制
通信系统的跨层优化

若研究核心是通用ML架构、无通信文献支撑的纯控制理论，或是软件/API文档而非学术论文，请使用通用文献综述工具。

Constants

常量设置

PAPER_LIBRARY: Check local PDFs in this order:
1. ```
papers/
```
  in the current project
2. ```
literature/
```
  in the current project
3. Custom path specified by the user in
```
CLAUDE.md
```
  under
```
## Paper Library
```
MAX_LOCAL_PAPERS = 20: Maximum number of local PDFs to scan. If there are more, prioritize by filename and first-page relevance.

PAPER_LIBRARY: 按以下顺序检查本地PDF文件：
1. 当前项目中的
```
papers/
```
  目录
2. 当前项目中的
```
literature/
```
  目录
3. 用户在
```
CLAUDE.md
```
  文件的
```
## Paper Library
```
  部分指定的自定义路径
MAX_LOCAL_PAPERS = 20: 要扫描的本地PDF最大数量。如果数量超过该值，将按文件名和首页相关性进行优先级排序。

Source Selection

数据源选择

Parse

$ARGUMENTS

for a

— sources:

directive.

If
```
— sources:
```
is specified, only search the listed sources.

If not specified, default to:

```
zotero
```
```
obsidian
```
```
local
```
```
ieee
```
```
sciencedirect
```
```
acm
```
```
web
```

Valid source values:

```
zotero
```
```
obsidian
```
```
local
```
```
ieee
```
```
sciencedirect
```
```
acm
```
```
web
```
```
all
```

all

is specified, interpret it as the full default source set.

解析

$ARGUMENTS

中的

— sources:

指令。

若指定了
```
— sources:
```
，仅检索列出的数据源
若未指定，默认检索以下数据源：
- ```
zotero
```
- ```
obsidian
```
- ```
local
```
- ```
ieee
```
- ```
sciencedirect
```
- ```
acm
```
- ```
web
```

有效数据源取值：

```
zotero
```
```
obsidian
```
```
local
```
```
ieee
```
```
sciencedirect
```
```
acm
```
```
web
```
```
all
```

若指定

all

，则视为使用完整的默认数据源集合。

Retrieval Order

检索顺序

This is a knowledge-base-first skill. Search in this order unless the user overrides it:

```
Zotero
```
```
Obsidian
```
local
```
papers/
```
and
```
literature/
```
```
IEEE Xplore
```
```
ScienceDirect
```
```
ACM Digital Library
```
broader web

Graceful degradation rules:

If a source is unavailable, do not fail.
Skip it silently.
Continue to the next source.

本工具采用知识库优先的检索策略，除非用户另行指定，否则按以下顺序检索：

```
Zotero
```
```
Obsidian
```
本地
```
papers/
```
和
```
literature/
```
目录
```
IEEE Xplore
```
```
ScienceDirect
```
```
ACM Digital Library
```
更广泛的网络资源

降级处理规则：

若某一数据源不可用，不会导致工具失效
静默跳过该数据源
继续检索下一数据源

External Search Policy

外部检索策略

For external search:

prefer
```
IEEE Xplore
```
first
then
```
ScienceDirect
```
then
```
ACM
```
then broader web only when needed

Publication policy:

prefer peer-reviewed journals and major conferences
label workshop papers as
```
workshop
```
label arXiv-only or author-hosted versions as
```
preprint
```
if both preprint and formal version exist, cite the formal version first

Time-window policy:

if the user does not specify a year range, include both a short foundational set and a recent set
recommended split:
- ```
foundational
```
  : before 2022
- ```
recent
```
  : 2022 to present

对于外部检索：

优先选择
```
IEEE Xplore
```
其次是
```
ScienceDirect
```
然后是
```
ACM
```
仅在必要时检索更广泛的网络资源

出版物优先级：

优先选择经过同行评审的期刊和顶级会议论文
研讨会论文标记为
```
workshop
```
仅在arXiv发布或作者自行托管的版本标记为
```
preprint
```
若同时存在预印本和正式出版版本，优先引用正式版本

时间范围策略：

若用户未指定年份范围，同时包含经典基础研究和近期研究
推荐的划分方式：
- ```
foundational
```
  : 2022年之前
- ```
recent
```
  : 2022年至今

Venue Priority

期刊/会议优先级

Within each database tier, search venue tiers in this order.

在每个数据库层级内，按以下优先级检索期刊/会议：

Tier A

A类

Journals:

IEEE Journal on Selected Areas in Communications (JSAC)

IEEE/ACM Transactions on Networking (ToN)

IEEE Transactions on Wireless Communications (TWC)

IEEE Transactions on Communications (TCOM)

Conferences:

```
ACM SIGCOMM
```
```
USENIX NSDI
```
```
ACM MobiCom
```
```
ACM CoNEXT
```
```
IEEE INFOCOM
```

期刊：

IEEE Journal on Selected Areas in Communications (JSAC)

IEEE/ACM Transactions on Networking (ToN)

IEEE Transactions on Wireless Communications (TWC)

IEEE Transactions on Communications (TCOM)

会议：

```
ACM SIGCOMM
```
```
USENIX NSDI
```
```
ACM MobiCom
```
```
ACM CoNEXT
```
```
IEEE INFOCOM
```

Tier B

B类

Journals:

IEEE Transactions on Vehicular Technology (TVT)

IEEE Wireless Communications Letters (WCL)

```
IEEE Communications Letters
```
```
Computer Networks
```
```
Computer Communications
```
```
Ad Hoc Networks
```
```
Physical Communication
```

Conferences:

```
IEEE ICC
```
```
IEEE GLOBECOM
```
```
IEEE WCNC
```
```
IEEE PIMRC
```
```
ACM MobiHoc
```

期刊：

IEEE Transactions on Vehicular Technology (TVT)

IEEE Wireless Communications Letters (WCL)

```
IEEE Communications Letters
```
```
Computer Networks
```
```
Computer Communications
```
```
Ad Hoc Networks
```
```
Physical Communication
```

会议：

```
IEEE ICC
```
```
IEEE GLOBECOM
```
```
IEEE WCNC
```
```
IEEE PIMRC
```
```
ACM MobiHoc
```

Tier C

C类

other relevant IEEE journals and transactions
other relevant Elsevier journals
other clearly relevant ACM conferences and workshops
topic-specific satellite, optical, vehicular, IoT, aerial, or edge communications venues

Usage rules:

start from Tier A
widen to Tier B if needed
widen to Tier C if still sparse
only then broaden to full web search
by default this is a soft priority, not a hard whitelist

if the user says

only top venues

top journals only

, or

top conferences only

, treat Tier A as a hard filter

其他相关IEEE期刊和汇刊
其他相关Elsevier期刊
其他明显相关的ACM会议和研讨会
特定主题的卫星、光学、车载、物联网、航空或边缘通信领域期刊/会议

使用规则：

从A类开始检索
若结果不足，扩展到B类
若结果仍稀少，扩展到C类
仅在此时才扩大到全网检索
默认情况下，该优先级为软排序，而非严格白名单
若用户要求
```
仅顶级期刊/会议
```
，则将A类作为严格过滤条件

Workflow

工作流程

Step 0a: Search Zotero Library

步骤0a：检索Zotero图书馆

Skip this step if Zotero MCP is not configured or

zotero

is not enabled.

If available:

search by topic
capture title, authors, year, venue
pull user annotations, tags, or collections when present
treat these as high-priority evidence because they reflect the user's existing library

若未配置Zotero MCP或未启用

zotero

，跳过此步骤。

若可用：

按主题检索
捕获标题、作者、年份、期刊/会议
提取用户的注释、标签或收藏夹（若存在）
将这些内容视为高优先级依据，因为它们反映了用户已有的文献库

Step 0b: Search Obsidian Vault

步骤0b：检索Obsidian知识库

Skip this step if Obsidian MCP is not configured or

obsidian

is not enabled.

If available:

search topic-related notes
collect summaries, wikilinks, tags, and paper references
treat these notes as the user's processed understanding of the topic

若未配置Obsidian MCP或未启用

obsidian

，跳过此步骤。

若可用：

检索与主题相关的笔记
收集摘要、维基链接、标签和论文引用
将这些笔记视为用户对该主题的已处理理解

Step 0c: Scan Local Paper Library

步骤0c：扫描本地论文库

Run this step if

local

is enabled.

locate PDFs from
```
papers/**/*.pdf
```
and
```
literature/**/*.pdf
```
de-duplicate against Zotero hits when possible
read the first pages of relevant PDFs
extract title, authors, year, problem, method, and relevance
use local hits to guide and de-duplicate later external search

若启用

local

，执行此步骤：

定位
```
papers/**/*.pdf
```
和
```
literature/**/*.pdf
```
路径下的PDF文件
尽可能与Zotero检索结果去重
读取相关PDF的首页内容
提取标题、作者、年份、研究问题、方法和相关性
利用本地检索结果指导后续外部检索并去重

Step 1: Search External Primary Sources

步骤1：检索外部主要数据源

Use a layered search strategy. For communications topics, avoid random blog posts or tertiary summaries.

Database ladder:

```
ieeexplore.ieee.org
```
```
sciencedirect.com
```
```
dl.acm.org
```
broader web using primary publisher pages, official conference sites, DOI pages, and author-hosted copies of already-identified formal papers

Move to the next database tier only when:

the higher-priority tier is too sparse
the topic clearly publishes elsewhere
the user explicitly asks for broader coverage

Within each database tier:

start from Tier A venues
widen to Tier B if needed
widen to Tier C if still sparse

采用分层检索策略。对于通信领域主题，避免检索随机博客文章或三级摘要。

数据库层级：

```
ieeexplore.ieee.org
```
```
sciencedirect.com
```
```
dl.acm.org
```
更广泛的网络资源（仅检索已识别的正式论文的出版商官网、官方会议网站、DOI页面或作者自行托管的版本）

仅在以下情况时才进入下一层级数据库：

更高优先级的数据库结果过于稀少
该主题明显在其他数据库发表
用户明确要求更广泛的覆盖范围

在每个数据库层级内：

从A类期刊/会议开始检索
若结果不足，扩展到B类
若结果仍稀少，扩展到C类

Step 2: Extract Paper-Level Facts

步骤2：提取论文级事实信息

For each relevant paper, capture:

Title
Authors
Year
Venue
Layer or system scope
Scenario and assumptions
Core method
Main result or claim
Limitation
Relevance to the user's topic
Source URL

Source origin:

zotero

obsidian

local

ieee

sciencedirect

acm

, or

web

Favor concrete numbers, assumptions, and problem definitions over generic paraphrases.

Do not collapse transport-layer rate control and PHY/MAC rate adaptation into one bucket without saying so explicitly.

对于每篇相关论文，捕获以下信息：

标题
作者
年份
期刊/会议
网络层级或系统范围
场景与假设
核心方法
主要结果或结论
局限性
与用户研究主题的相关性
来源URL

来源类型：

zotero

、

obsidian

、

local

、

ieee

、

sciencedirect

、

acm

或

web

优先提取具体数据、假设和问题定义，而非通用复述。

除非明确说明，否则不要将传输层速率控制与PHY/MAC速率自适应归为同一类别。

Synthesis Rules

综合规则

Group papers by technical axis rather than by search order. Common groupings:

```
PHY/MAC
```
adaptation
transport and congestion control
```
NTN
```
and satellite resource management
cross-layer or learning-based control
measurement and empirical studies

When useful, explicitly separate:

foundational vs recent work
formal publications vs preprints
top-tier vs lower-tier venues
single-link vs multi-user formulations
simulation-only vs deployment-backed work
user-owned sources vs newly surfaced external papers

If evidence is weak, say so instead of smoothing it over.

按技术维度而非检索顺序对论文进行分组。常见分组方式：

```
PHY/MAC
```
自适应
传输与拥塞控制
```
NTN
```
与卫星资源管理
跨层或基于学习的控制
测量与实证研究

必要时，明确区分：

经典基础研究与近期研究
正式出版物与预印本
顶级期刊/会议与低层级期刊/会议
单链路与多用户模型
仅仿真与实际部署验证的研究
用户自有资源与新发现的外部论文

若依据不足，需明确说明，而非模糊处理。

Output

输出格式

Use a literature table with these columns:

Paper	Venue	Year	Layer	Scenario	Method	Key Result	Limitation	Relevance	Source

Source

should indicate where the paper came from first:

```
zotero
```
```
obsidian
```
```
local
```
```
ieee
```
```
sciencedirect
```
```
acm
```
```
web
```

After the table, summarize in this order:

what the field is mostly trying to solve
how papers cluster into
```
2-4
```
approaches
what the user already had vs what was newly surfaced
where the evidence is strong vs weak
what research gap remains

End with

Practical Takeaway

dominant current approach
likely saturated direction
promising open direction

使用包含以下列的文献表格：

论文	期刊/会议	年份	网络层级	场景	方法	核心结果	局限性	相关性	来源

来源

列需标明论文的首次检索来源：

```
zotero
```
```
obsidian
```
```
local
```
```
ieee
```
```
sciencedirect
```
```
acm
```
```
web
```

表格之后，按以下顺序进行总结：

该领域主要解决的问题
论文如何聚类为
```
2-4
```
种研究方法
用户已有的资源与新发现的资源对比
依据充分与不足的领域
尚存的研究空白

最后添加

实践建议

部分：

当前主流方法
已饱和的研究方向
具有前景的开放研究方向

Key Rules

核心规则

Never fail because Zotero or Obsidian MCP is missing.
Prefer user-owned sources first when available, but do not let them replace external validation.
Prefer primary formal sources over summaries or tertiary commentary.
Prefer
```
IEEE
```
and
```
ScienceDirect
```
first,
```
ACM
```
second, and only then broader web search unless the user asks otherwise.
Search venue tiers from top to broad within each database tier.
Treat venue tiers as soft ranking by default and hard constraint only when the user explicitly asks for top-only search.
Do not pretend a preprint is peer reviewed.
If the topic spans multiple layers, say that the literature itself is split across layers.

不会因Zotero或Obsidian MCP未配置而失效
优先使用用户自有资源（若可用），但不可替代外部验证
优先选择正式的原始来源，而非摘要或三级评论
优先检索
```
IEEE
```
和
```
ScienceDirect
```
，其次是
```
ACM
```
，仅在用户要求时才扩大到全网检索
在每个数据库层级内，按期刊/会议优先级从高到低检索
默认情况下，期刊/会议优先级为软排序，仅当用户明确要求仅检索顶级资源时才作为严格过滤条件
不得将预印本伪装成经过同行评审的出版物
若研究主题涉及多个网络层级，需明确说明文献本身按层级划分