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SKILL.md
Comm Lit Review
Overview
Run communications-focused paper search with tighter source policy than a generic literature review. Default to formal publications, prioritize IEEE Xplore and ScienceDirect, then ACM Digital Library, and output a review that is structured for research use rather than casual browsing.
By default this venue tiering is a soft priority, not a hard whitelist.
Default behavior: start from Tier A, then widen if needed
If the user says only top venues, top journals only, top conferences only, or equivalent, switch to hard constraint mode and do not auto-expand beyond Tier A unless the user later relaxes the constraint
Use preprints only when:
the user explicitly asks for them
the area is very recent and formal versions are missing
a paper is clearly influential but only publicly accessible as a preprint
When a preprint is used, label it clearly as preprint.
4. Extract paper-level facts
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
Favor numbers, assumptions, and actual problem statements over generic summaries.
5. Synthesize as a communications review
Group papers by technical axis, not by search order. Common groupings:
PHY/MAC adaptation
Transport / congestion control
NTN / satellite resource management
Cross-layer or learning-based control
Measurement / empirical studies
Explicitly separate:
foundational vs recent papers
formal publications vs preprints
top-tier vs lower-tier venues when that distinction matters
single-link vs multi-user / network-wide formulations
simulation-only vs measurement / deployment-backed work
