Agent Skills
› brycewang-stanford/Awesome-Journal-Skills
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vldb-related-work
GitHub辅助VLDB投稿前进行文献压力测试，涵盖1980年代至今的经典数据库文献、近期顶会及工业系统开源实现。检查重复发明风险、并发工作声明及版本扩展规范，确保新颖性论证充分。
Trigger Scenarios
准备VLDB等顶级数据库会议论文的相关工作部分
验证技术新颖性并排查重复发明
处理并发工作或先前工作坊版本的声明
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill vldb-related-work -g -y
SKILL.md
Frontmatter
{
"name": "vldb-related-work",
"description": "Use when positioning a PVLDB submission against prior literature, covering the deep database canon back to the 1980s VLDB proceedings, the SIGMOD\/ICDE\/CIDR neighborhood, concurrent work under rolling monthly deadlines, industrial and open-source systems as citable prior art, and overlap declarations for extended versions."
}
VLDB Related Work
Use this to pressure-test novelty before writing the contribution list. The database field has forty-plus years of proceedings and a reviewer pool with long memories; the classic VLDB rejection is not "compared badly" but "reinvented, without knowing it."
The reinvention audit
Before claiming a technique is new, sweep three strata:
- The deep canon (1975-2000) — partitioning, replication, buffering, adaptive query processing, and materialization ideas recur under new hardware. Search old VLDB/SIGMOD proceedings and TODS for the mechanism, not today's terminology for it.
- The modern venue ring — PVLDB itself, SIGMOD/PACMMOD, ICDE, EDBT, CIDR, plus the systems conferences (SOSP/OSDI, NSDI, EuroSys) where storage and dataflow work also lands.
- Running code — features shipped in PostgreSQL, RocksDB, DuckDB, Spark, or the cloud warehouses count as prior art whether or not a paper exists. Citing a system's documentation is normal here; pretending an implemented idea is unpublished is a rejection with a hyperlink.
If the mechanism existed, the honest contribution is the delta: new hardware assumptions, new scale, new workload class, or the first measured comparison.
Lane coverage check
| Literature lane | The reviewer question it answers |
|---|---|
| Classic DB canon | Did they know this was tried in 1994? |
| Current PVLDB/SIGMOD/ICDE | Is the nearest recent method compared or distinguished? |
| Systems venues | Is the OS/distributed-systems version of this idea acknowledged? |
| Industrial systems & open source | Does a shipping engine already do it? |
| Theory (PODS/ICDT) | Are known bounds or hardness results respected? |
A related-work section drawing on only one lane signals a half-searched field.
Concurrency on a rolling calendar
Monthly deadlines mean near-neighbors surface during your review window.
- Sweep arXiv and the latest PVLDB issues in the week before your abstract registration; issues appear monthly, not annually.
- Work published after your submission date is concurrent: acknowledge it in the revision or camera-ready neutrally, without priority anxiety.
- If a concurrent paper lands mid-revision, address it in the change document factually — the same board is likely reviewing both.
Extended versions and overlap
- Prior workshop or demo versions: declare them and state the delta; a PVLDB research paper must carry substantial new content over them (exact overlap thresholds: 待核实 on the live volume guidelines).
- Do not hold the same work under review at PVLDB and another venue simultaneously; rolling cadence makes "just try both" tempting and detectable — the communities share a review pool.
- The later journal expansion (The VLDB Journal, TODS) is the sanctioned lane for outgrowing the 12 pages.
Writing the positioning paragraphs
Per nearest neighbor (3-5 of them):
[Name + venue + year] does <mechanism> under <assumption>.
We differ in <assumption/scale/workload>, which matters because <consequence>.
Compared in §<eval section> / not comparable because <honest reason>.
Group remaining citations by problem, one clause of contrast each. A citation without a contrast is bibliography, not positioning.
Output format
[Reinvention audit] clean / hits found (mechanism, source, year)
[Lane coverage] <lanes with gaps>
[Nearest neighbors] <3-5, each with the distinguishing assumption>
[Concurrent-work watch] <items surfaced this month>
[Overlap declarations] <prior versions and their deltas>
[Novelty sentence] <one sentence a skeptical builder would accept>
Version History
- 9f86f09 Current 2026-07-19 17:53
