Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
A skill your agent uses when positioning an EDBT submission against the data-management literature across SIGMOD, VLDB/PVLDB, ICDE, EDBT, the co-located ICDT, and the database journals (VLDBJ, TODS…
Install Edbt Related Work
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill edbt-related-work -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills edbt-related-work --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/EDBT-Skills/skills/edbt-related-work .claude/skills/edbt-related-work && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "edbt-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/EDBT-Skills/skills/edbt-related-work into .claude/skills/edbt-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edbt-related-work", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/EDBT-Skills/skills/edbt-related-workType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill edbt-related-work -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills edbt-related-work --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/EDBT-Skills/skills/edbt-related-work .agents/skills/edbt-related-work && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "edbt-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/EDBT-Skills/skills/edbt-related-work into .agents/skills/edbt-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edbt-related-work", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill edbt-related-work -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills edbt-related-work --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/EDBT-Skills/skills/edbt-related-work .cursor/skills/edbt-related-work && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "edbt-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/EDBT-Skills/skills/edbt-related-work into .cursor/skills/edbt-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edbt-related-work", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path EDBT-Skills/skills/edbt-related-work--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill edbt-related-work -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills edbt-related-work --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/EDBT-Skills/skills/edbt-related-work .gemini/skills/edbt-related-work && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "edbt-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/EDBT-Skills/skills/edbt-related-work into .gemini/skills/edbt-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edbt-related-work", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills edbt-related-workInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill edbt-related-work -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/EDBT-Skills/skills/edbt-related-work .github/skills/edbt-related-work && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "edbt-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/EDBT-Skills/skills/edbt-related-work into .github/skills/edbt-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edbt-related-work", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill edbt-related-work -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills edbt-related-work --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/EDBT-Skills/skills/edbt-related-work .opencode/skills/edbt-related-work && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "edbt-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/EDBT-Skills/skills/edbt-related-work into .opencode/skills/edbt-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edbt-related-work", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
edbt-related-work- GitHub stars
- 1.2k
- Token cost
- ~1.3k tokens
- SKILL.md length
- 483 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when positioning an EDBT submission against the data-management literature across SIGMOD, VLDB/PVLDB, ICDE, EDBT, the co-located ICDT, and the database journals (VLDBJ, TODS…
- Positioning an EDBT submission against the data-management literature across SIGMOD
- SKILL.md covers Positioning checks, Data-management literature lanes, Delta-first positioning vignette and The 12-month resubmission ban…, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- The co-located ICDT
What it does
Edbt Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when positioning an EDBT submission against the data-management literature across SIGMOD, VLDB/PVLDB, ICDE, EDBT, the co-located ICDT, and the database journals (VLDBJ, TODS, TKDE), writing delta-first contrast rather than a citation catalog, and handling the 12-month EDBT resubmission ban, preprints, and prior-version overlap.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Literature review, Positioning and messaging and Academic paper search. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的… The licence is MIT.
When your agent uses it
- Positioning an EDBT submission against the data-management literature across SIGMOD
- The co-located ICDT
- The database journals (VLDBJ
- Writing delta-first contrast rather than a citation catalog
Example prompts
- “/edbt-related-work”
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Edbt Related Work loads about 1.3k tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 483 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 483 words, ~1,298 tokens.
Download SKILL.mdSave it as
.claude/skills/edbt-related-work/SKILL.md (or your agent's skills folder).- name
- edbt-related-work
- description
- Use when positioning an EDBT submission against the data-management literature across SIGMOD, VLDB/PVLDB, ICDE, EDBT, the co-located ICDT, and the database journals (VLDBJ, TODS, TKDE), writing delta-first contrast rather than a citation catalog, and handling the 12-month EDBT resubmission ban, preprints, and prior-version overlap.
EDBT Related Work
Use this to audit novelty and eligibility. EDBT reviewers are close to the data-management literature and expect to see where your paper sits relative to the nearest prior work — stated as a delta, not a list. Reopen the current call for the resubmission-ban wording, the blind policy, and dual-submission rules before advising authors.
Positioning checks
- Separate the database contribution from the engineering effort. What is new: a mechanism, a scalable algorithm, an empirical/benchmarking finding, an abstraction, or an evaluation regime nobody had covered?
- Cover the data-management lanes. EDBT reviewers expect the flagship venues and the journals, not just the papers nearest your method (see the table). A bibliography missing the obvious SIGMOD or VLDB predecessor reads as unaware.
- Write delta-first. Each closely related paper gets one sentence naming what it did and one naming what you do differently — not a summary. Position, don't catalog.
- Mind the EDBT/ICDT boundary. If you cite theory results, cite them to ICDT (or the theory literature) correctly; do not blur a co-located theory paper into an EDBT systems lineage, and do not claim a theory contribution your systems paper does not make.
- Declare overlap with any prior workshop/short version or concurrent submission; do not re-submit archival work as new.
Data-management literature lanes
| Lane | Typical venues | What EDBT reviewers check |
|---|---|---|
| DB-systems flagships | SIGMOD, VLDB/PVLDB, ICDE, EDBT | Whether the nearest systems technique/study is compared or distinguished |
| Database theory | ICDT, PODS | Whether borrowed theoretical results are credited to their real origin |
| Specialized / applied | e.g. spatial, temporal, graph, streaming, data-integration venues | Whether prior work on your specific data type or task is acknowledged |
| Database journals | VLDBJ, TODS, TKDE | Whether deeper journal-length treatments of the topic are engaged |
| Adjacent fields (when relevant) | ML, IR, systems (OSDI/SOSP), HPC | Whether methods borrowed from outside DB are cited to their origin |
A bibliography that cites only your own subarea tells a reviewer the delta may be smaller than claimed; one that reaches the flagships and journals signals command of the field.
Show full SKILL.md (152 more words)Show less
Delta-first positioning vignette
Suppose the paper proposes an adaptive skew-handling operator for distributed joins. Its nearest neighbors: a flagship paper on static skew-aware partitioning (plan-time, no runtime adaptation), a journal study characterizing skew prevalence in real workloads (measurement, no operator), and a streaming system with dynamic repartitioning (different setting, full-reshuffle cost). The novelty sentence should name all three contrasts — runtime adaptation where the flagship was plan-time, a mechanism where the journal offered only characterization, and selective re-splitting where the streaming system reshuffled everything.
The 12-month resubmission ban and prior-version calls
[EDBT resubmission ban] work rejected/withdrawn from an EDBT track cannot return to any EDBT
track in the SAME paper format for 12 months; confirm status before
citing/relying on the earlier version
[Concurrent arXiv work] cite neutrally, state the technical difference; if the cycle is
double-blind, keep the citation anonymous
[Your workshop/short ver] usually citable, but declare the overlap and state what the full paper
adds; confirm against the current CFP
[Prior demo/vision] an EDBT demo or Vision paper on the idea is not the full paper; declare
it and state the delta
[Archival status unclear] declare the overlap in the submission form rather than guessing a
chair's interpretationEligibility red flags
- Substantial text overlap with a published paper by the same authors (self-plagiarism risk).
- Re-reporting a prior system's numbers without a new mechanism, workload, or question.
- Work still inside the 12-month EDBT same-format resubmission cooldown.
- Citations exclusively to non-DB venues, signaling the paper may be a visitor rerouted without reframing — naturalize the framing for a database audience first.
Output format
[Eligibility] clear / needs declaration / risky (resubmission ban?)
[Lanes covered] <systems flagships / theory / specialized / journals / adjacent>
[Nearest 3 works] <work -> one-line delta>
[EDBT/ICDT boundary] <theory cited to its real origin? yes/no>
[Archival-overlap risk] <none / declare: what>
[Novelty sentence] <EDBT-ready contribution contrast against the nearest prior work>© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in EDBT-Skills/skills/edbt-related-work of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Edbt Related Work next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Edbt Related Work this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Preprint Search on bioRxivLigphiDonk/Oh-my--paper | 739 | 12 repos | ~3.7k | Automated safety check: Pass | MIT | |
| Systematic Literature Review Builderbytedance/deer-flow | 84k | 2 repos | ~4.3k | Automated safety check: Pass | MIT | |
| Paper Research on arXivXiaomiMiMo/MiMo-Code | 14k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Literature Review AgentAr9av/PaperOrchestra | 679 | 1 repos | ~5.2k | Automated safety check: Pass | Custom licence |
Similar skills
Preprint Search on bioRxiv
LigphiDonk/Oh-my--paper
Searches bioRxiv life sciences preprints by keyword, author, date range or category with a Python script, returning JSON metadata and optional PDF downloads.
Systematic Literature Review Builder
bytedance/deer-flow
Searches arXiv across many papers on one topic, extracts each paper's methodology and findings in parallel, and synthesizes a cited literature review.
Paper Research on arXiv
XiaomiMiMo/MiMo-Code
Searches arXiv, fetches metadata, generates BibTeX, downloads PDFs and finds citations and related papers using a bundled Python script.
Literature Review Agent
Ar9av/PaperOrchestra
Step 3 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra.
Autonomous Research
federicodeponte/opendraft
An 18-agent pipeline that turns one topic line into a drafted research paper, literature review, or thesis chapter.
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Related
Categories
Questions about Edbt Related Work
What does Edbt Related Work do?
A skill your agent uses when positioning an EDBT submission against the data-management literature across SIGMOD, VLDB/PVLDB, ICDE, EDBT, the co-located ICDT, and the database journals (VLDBJ, TODS…. Edbt Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when positioning an EDBT submission against the data-management literature across SIGMOD, VLDB/PVLDB, ICDE, EDBT, the co-located ICDT, and the database journals (VLDBJ, TODS, TKDE), writing delta-first contrast rather than a citation catalog, and handling the 12-month EDBT resubmission ban, preprints, and prior-version overlap.
When should I use Edbt Related Work?
Edbt Related Work fits situations like: positioning an EDBT submission against the data-management literature across SIGMOD; the co-located ICDT; the database journals (VLDBJ; writing delta-first contrast rather than a citation catalog.
How do I install Edbt Related Work in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill edbt-related-work -a claude-code`. Or copy the skill folder (EDBT-Skills/skills/edbt-related-work in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/edbt-related-work in your project. Claude Code loads it when a task matches its description.
How do I install Edbt Related Work in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill edbt-related-work -a codex`. Or copy the skill folder (EDBT-Skills/skills/edbt-related-work in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/edbt-related-work in your project. Codex loads it when a task matches its description.
Can I use Edbt Related Work in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill edbt-related-work -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/edbt-related-work, .gemini/skills/edbt-related-work, .github/skills/edbt-related-work and .opencode/skills/edbt-related-work in your project.
What does Edbt Related Work need to run?
SKILL.md names no scripts, command-line tools or credentials: Edbt Related Work is instructions for the agent only.
Does Edbt Related Work access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Edbt Related Work safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Edbt Related Work use?
Edbt Related Work is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Edbt Related Work use?
About 1.3k tokens (SKILL.md is roughly 5.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Edbt Related Work?
Skills that share tags, products or a category with Edbt Related Work: Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars), Preprint Search on bioRxiv (LigphiDonk/Oh-my--paper, 739 stars), Systematic Literature Review Builder (bytedance/deer-flow, 84k stars) and Paper Research on arXiv (XiaomiMiMo/MiMo-Code, 14k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Edbt Related Work?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.