comm-lit-review

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SKILL.md (first lines)

# 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:

From wanshuiyin/Auto-claude-code-research-in-sleep, MIT.

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