/aris-comm-lit-review
Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation,
$ npx -y skills add OpenLAIR/dr-claw --skill aris-comm-lit-review --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/aris-comm-lit-review
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The summary Claude sees to decide when to auto-load this skill.
Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation,
SKILL.md
aris-comm-lit-review.SKILL.mdname: aris-comm-lit-review
description: Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or communication-system research and the user wants papers, related work, a survey, or a landscape summary. Search Zotero, Obsidian, and local paper folders first when available, then search IEEE Xplore, ScienceDirect, ACM Digital Library, and broader web in that order.
allowed-tools: Bash(*), Read, Glob, Grep, WebSearch, WebFetch, Write, Agent, mcp__zotero__*, mcp__obsidian-vault__*
license: MIT
metadata:
author: wanshuiyin/ARIS
version: "1.0.0"
Comm Lit Review Claude Single
Research topic: $ARGUMENTS
Purpose
Use this skill for communications-domain literature review when the topic is about:
- wireless communications
- cellular systems, `4G/5G/6G`, `NR`, `NTN`
- satellite, `LEO`, `GEO`, integrated space-air-ground systems
- Wi-Fi, WLAN, mesh, ad hoc, sidelink, V2X
- routing, scheduling, resource allocation, beamforming
- rate adaptation, link adaptation, `ACM`, `HARQ`, `CSI` feedback
- transport protocols and congestion control in communication networks
- cross-layer optimization for communication systems
If the center of gravity is generic ML architecture research, pure control theory without communications literature, or software/API documentation rather than papers, fall back to a general literature skill.
Constants
- **PAPER_LIBRARY**: Check local PDFs in this order:
1. `papers/` in the current project 2. `literature/` in the current project 3. Custom path specified by the user in `CLAUDE.md` under `## Paper Library`
- **MAX_LOCAL_PAPERS = 20**: Maximum number of local PDFs to scan. If there are more, prioritize by filename and first-page relevance.
Source Selection
Parse `$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`
If `all` is specified, interpret it as the full default source set.
Retrieval Order
This is a knowledge-base-first skill. Search in this order unless the user overrides it:
1. `Zotero` 2. `Obsidian` 3. local `papers/` and `literature/` 4. `IEEE Xplore` 5. `ScienceDirect` 6. `ACM Digital Library` 7. broader web
Graceful degradation rules:
- If a source is unavailable, do not fail.
- Skip it silently.
- Continue to the next source.
External Search Policy
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
Venue Priority
Within each database tier, search venue tiers in this order.
Tier A
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`
Tier B
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`
Tier C
- 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
Workflow
Step 0a: Search Zotero Library
Skip this step if Zotero MCP is not configured or `zotero` is not enabled.
If available:
1. search by topic 2. capture title, authors, year, venue 3. pull user annotations, tags, or collections when present 4. treat these as high-priority evidence because they reflect the user's existing library
Step 0b: Search Obsidian Vault
Skip this step if Obsidian MCP is not configured or `obsidian` is not enabled.
If available:
1. search topic-related notes 2. collect summaries, wikilinks, tags, and paper references 3. treat these notes as the user's processed understanding of the topic
Step 0c: Scan Local Paper Library
Run this step if `local` is enabled.
1. locate PDFs from `papers/**/*.pdf` and `literature/**/*.pdf` 2. de-duplicate against Zotero hits when possible 3. read the first pages of relevant PDFs 4. extract title, authors, year, problem, method, and relevance 5. use local hits to guide and de-duplicate later external search
Step 1: Search External Primary Sources
Use a layered search strategy. For communications topics, avoid random blog posts or tertiary summaries.
Database ladder:
1. `ieeexplore.ieee.org` 2. `sciencedirect.com` 3. `dl.acm.org` 4. broader web using primary publisher pages, official conference sites, DOI pa
Read more
name: aris-comm-lit-review description: Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or communication-system research and the user wants papers, related work, a survey, or a landscape summary. Search Zotero, Obsidian, and local paper folders first when available, then search IEEE Xplore, ScienceDirect, ACM Digital Library, and broader web in that order. allowed-tools: Bash(*), Read, Glob, Grep, WebSearch, WebFetch, Write, Agent, mcp__zotero__*, mcp__obsidian-vault__* license: MIT metadata: author: wanshuiyin/ARIS version: "1.0.0"
Comm Lit Review Claude Single
Research topic: $ARGUMENTS
Purpose
Use this skill for communications-domain literature review when the topic is about:
- wireless communications
- cellular systems, `4G/5G/6G`, `NR`, `NTN`
- satellite, `LEO`, `GEO`, integrated space-air-ground systems
- Wi-Fi, WLAN, mesh, ad hoc, sidelink, V2X
- routing, scheduling, resource allocation, beamforming
- rate adaptation, link adaptation, `ACM`, `HARQ`, `CSI` feedback
- transport protocols and congestion control in communication networks
- cross-layer optimization for communication systems
If the center of gravity is generic ML architecture research, pure control theory without communications literature, or software/API documentation rather than papers, fall back to a general literature skill.
Constants
- **PAPER_LIBRARY**: Check local PDFs in this order:
1. `papers/` in the current project 2. `literature/` in the current project 3. Custom path specified by the user in `CLAUDE.md` under `## Paper Library`
- **MAX_LOCAL_PAPERS = 20**: Maximum number of local PDFs to scan. If there are more, prioritize by filename and first-page relevance.
Source Selection
Parse `$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`
If `all` is specified, interpret it as the full default source set.
Retrieval Order
This is a knowledge-base-first skill. Search in this order unless the user overrides it:
1. `Zotero` 2. `Obsidian` 3. local `papers/` and `literature/` 4. `IEEE Xplore` 5. `ScienceDirect` 6. `ACM Digital Library` 7. broader web
Graceful degradation rules:
- If a source is unavailable, do not fail.
- Skip it silently.
- Continue to the next source.
External Search Policy
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
Venue Priority
Within each database tier, search venue tiers in this order.
Tier A
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`
Tier B
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`
Tier C
- 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
Workflow
Step 0a: Search Zotero Library
Skip this step if Zotero MCP is not configured or `zotero` is not enabled.
If available:
1. search by topic 2. capture title, authors, year, venue 3. pull user annotations, tags, or collections when present 4. treat these as high-priority evidence because they reflect the user's existing library
Step 0b: Search Obsidian Vault
Skip this step if Obsidian MCP is not configured or `obsidian` is not enabled.
If available:
1. search topic-related notes 2. collect summaries, wikilinks, tags, and paper references 3. treat these notes as the user's processed understanding of the topic
Step 0c: Scan Local Paper Library
Run this step if `local` is enabled.
1. locate PDFs from `papers/**/*.pdf` and `literature/**/*.pdf` 2. de-duplicate against Zotero hits when possible 3. read the first pages of relevant PDFs 4. extract title, authors, year, problem, method, and relevance 5. use local hits to guide and de-duplicate later external search
Step 1: Search External Primary Sources
Use a layered search strategy. For communications topics, avoid random blog posts or tertiary summaries.
Database ladder:
1. `ieeexplore.ieee.org` 2. `sciencedirect.com` 3. `dl.acm.org` 4. broader web using primary publisher pages, official conference sites, DOI pa
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