Topics
ZimoLiao/scholaraio
A skill your agent uses when the user asks about research themes, topic distribution, BERTopic clustering, topic overview, topic papers, topic merges, or HTML topic visualizations.
A skill your agent uses when deciding whether a data-management project belongs at EDBT or should be routed to SIGMOD, VLDB/PVLDB, ICDE, the co-located ICDT theory venue, or a database journal, and…
MITAuto-check passed
Install Edbt Topic Selection
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill edbt-topic-selection -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills edbt-topic-selection --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-topic-selection .claude/skills/edbt-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/EDBT-Skills/skills/edbt-topic-selection into .claude/skills/edbt-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edbt-topic-selection", 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-topic-selectionType 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-topic-selection -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills edbt-topic-selection --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-topic-selection .agents/skills/edbt-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/EDBT-Skills/skills/edbt-topic-selection into .agents/skills/edbt-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edbt-topic-selection", 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-topic-selection -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills edbt-topic-selection --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-topic-selection .cursor/skills/edbt-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/EDBT-Skills/skills/edbt-topic-selection into .cursor/skills/edbt-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edbt-topic-selection", 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-topic-selection--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-topic-selection -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills edbt-topic-selection --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-topic-selection .gemini/skills/edbt-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/EDBT-Skills/skills/edbt-topic-selection into .gemini/skills/edbt-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edbt-topic-selection", 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-topic-selectionInstalls 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-topic-selection -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-topic-selection .github/skills/edbt-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/EDBT-Skills/skills/edbt-topic-selection into .github/skills/edbt-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edbt-topic-selection", 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-topic-selection -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-topic-selection --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-topic-selection .opencode/skills/edbt-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/EDBT-Skills/skills/edbt-topic-selection into .opencode/skills/edbt-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edbt-topic-selection", 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-topic-selection- GitHub stars
- 1.2k
- Token cost
- ~1.6k tokens
- SKILL.md length
- 660 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when deciding whether a data-management project belongs at EDBT or should be routed to SIGMOD, VLDB/PVLDB, ICDE, the co-located ICDT theory venue, or a database journal, and…
- Deciding whether a data-management project belongs at EDBT
- SKILL.md covers The routing question that…, Sibling-venue routing table, Contribution shapes EDBT… and The theory-vs-systems test…, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Should be routed to SIGMOD
What it does
Edbt Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether a data-management project belongs at EDBT or should be routed to SIGMOD, VLDB/PVLDB, ICDE, the co-located ICDT theory venue, or a database journal, and when choosing the EDBT paper shape (Regular / Experiments-&-Analysis / Vision) and the nearest submission cycle.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
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
- Deciding whether a data-management project belongs at EDBT
- Should be routed to SIGMOD
- The co-located ICDT theory venue
- A database journal
Example prompts
- “/edbt-topic-selection”
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 Topic Selection loads about 1.6k tokens when it runs. Until then it costs about 78 tokens; SKILL.md has 660 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). 660 words, ~1,560 tokens.
Download SKILL.mdSave it as
.claude/skills/edbt-topic-selection/SKILL.md (or your agent's skills folder).- name
- edbt-topic-selection
- description
- Use when deciding whether a data-management project belongs at EDBT or should be routed to SIGMOD, VLDB/PVLDB, ICDE, the co-located ICDT theory venue, or a database journal, and when choosing the EDBT paper shape (Regular / Experiments-&-Analysis / Vision) and the nearest submission cycle.
EDBT Topic Selection
Decide the venue and the paper shape before drafting. EDBT — the International Conference on Extending Database Technology — is the European database-systems flagship, held jointly with ICDT (its theory sibling) and published open access on OpenProceedings.org. Its reviewers read for a contribution that extends real database technology: systems, applied data management, and experiments-and-analysis work. A paper whose true center is a complexity result, a pure-ML model, or a US-flagship-scale systems marathon may be respected and then rerouted.
The routing question that matters most
EDBT overlaps heavily with SIGMOD, VLDB, and ICDE in scope and reviewer pool, so the decisive question is rarely "is this databases?" but "which database community, publication model, and cycle fits this paper now?" Two EDBT-specific pulls tilt the answer:
- The rolling cycle is often the nearest honest deadline. EDBT's three cycles a year mean a ready paper rarely waits long; if SIGMOD/ICDE/PVLDB's next window is months out, the near EDBT cycle can be the rational choice for a finished contribution.
- Open access matters to some authors and funders. OpenProceedings' CC-BY-NC-ND, author-retained copyright, no-APC model is a genuine reason to prefer EDBT over the paywalled ACM/IEEE DLs.
Sibling-venue routing table
| Signal in your project | Better home | Why |
|---|---|---|
| A contribution that extends database technology — systems, applied data management, experiments — ready now, EDBT cycle nearest | EDBT | European DB-systems flagship; OpenProceedings open access; rolling cycles |
| A flagship-scale systems result you want in the ACM DB community's marquee venue | SIGMOD | US flagship, ACM DL; different cycle and template |
| A polished journal-style systems paper aiming at the PVLDB monthly pipeline | VLDB / PVLDB | Journal-style monthly deadlines; different review model |
| A broad data-engineering contribution wanting the IEEE venue and stage | ICDE | IEEE DL; sibling flagship, different calendar |
| The heart is a complexity, query-language, or dependency-theory result | ICDT | EDBT's co-located theory sibling — theory belongs there, not in EDBT |
| Too long or too deep for the page budget, or a survey | VLDBJ / TODS / TKDE | Journals with no conference page ceiling |
Contribution shapes EDBT rewards (and the paper shape they map to)
- System + architecture / mechanism — a storage, query-processing, indexing, transaction, or integration mechanism, embodied in a real system and measured on real workloads → Regular.
- Distributed / scalable algorithm — an operator or method that extends processing to a new scale, platform, or data type, with a scalability evaluation → Regular.
- Experiments & Analysis — a rigorous benchmarking, repeatability, or comparative study where the measurement itself is the contribution → Experiments & Analysis paper.
- Applied data management / experience — extending a working system to a real operational need, reported honestly → Regular.
- Forward-looking idea — a well-argued new direction not yet fully built or evaluated → Vision paper (short).
Show full SKILL.md (228 more words)Show less
The theory-vs-systems test (the EDBT/ICDT boundary)
Because EDBT and ICDT share a conference and a proceedings platform, the sharpest routing mistake is sending a theory paper to EDBT (or an unbuilt systems idea to ICDT):
- If the core result is a theorem — a complexity bound, an expressiveness or decidability result, a query-language or constraint-theory contribution — it belongs at ICDT, not EDBT, even though they meet in the same week.
- If the core result is a built-and-measured system or a data-analysis study, it belongs at EDBT. Being able to co-present near the theory community is a benefit of EDBT, not a reason to submit theory to it.
The scale-and-community test (EDBT vs. the US flagships)
- Scale realism, not scale maximalism. EDBT values evaluations on realistic workloads and honest scope; a paper does not need US-flagship-scale infrastructure to be strong here, but its claims must match its evidence.
- Community pull. If your bibliography and closest prior work are European DB-systems papers and the near cycle fits, EDBT is a natural home; if the paper is in explicit dialogue with a SIGMOD/PVLDB line and aims at that audience, weigh the sibling.
Cheap reconnaissance before committing
[Scope] scan the last two EDBT programs (dblp, OpenProceedings) for your subarea
-> 3+ recent papers = a reviewer pool exists; 0 = opening or mismatch
[Boundary] is the core a theorem (-> ICDT) or a built/measured system-or-study (-> EDBT)?
[Citations] is your bibliography majority DB venues (SIGMOD/VLDB/ICDE/EDBT/ICDT)?
-> majority non-DB => reviewers read you as a visitor; naturalize the intro first
[Calendar] compare the next EDBT cycle with SIGMOD/PVLDB/ICDE dates -> route to the nearest
honest fit rather than idlingDecision procedure
[Audience] who acts differently if the claim holds? -> DB systems builders / practitioners / researchers?
[Claim type] system / scalable algorithm / experiments-&-analysis / applied experience / vision / theory
[Theory check] is the heart a theorem? -> route to ICDT
[EDBT vs US flagship] all fit? -> choose by open-access preference, cycle proximity, community pull
[Shape] Regular / Experiments-&-Analysis / Vision, matched to the contribution
[Verdict] EDBT (which shape, which cycle) / sibling venue / journal, with a one-line reasonRun this before the writing skills; a wrong venue or shape decision wastes every later step. When
the verdict is EDBT, continue with edbt-workflow for the cycle calendar and edbt-writing-style
for the paper shape.
© 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-topic-selection of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Edbt Topic Selection 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 Topic Selection this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | |
| TopicsZimoLiao/scholaraio | 576 | — | ~294 | Automated safety check: Pass | MIT | |
| Topic Modelingbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~3.7k | Automated safety check: Pass | Custom licence | |
| Bestblogs Topicginobefun/BestBlogs | 4k | — | ~670 | Automated safety check: Pass | None | |
| Zsxq Topicitwanger/toBeBetterJavaer | 18k | — | ~564 | Automated safety check: Pass | None | |
| Pubmed Topic Recommendaipoch/medical-research-skills | 2k | — | ~1.9k | Automated safety check: Pass | MIT |
Similar skills
Topic Modeling
brycewang-stanford/Auto-Empirical-Research-Skills
Structural topic modeling: STM spec, topic count, coherence-exclusivity.
Bestblogs Topic
ginobefun/BestBlogs
A skill your agent uses when the user asks about a specific topic, subject area, or wants to explore curated topic pages on BestBlogs.
Zsxq Topic
itwanger/toBeBetterJavaer
知识星球主题管理：搜索主题、查看主题详情、发布帖子、编辑主题、发表评论、回复某条评论（楼中楼）、回答提问、删除主题；通过 api call 查看主题评论列表、设置精华、设置标签、查看自己提的问题与已回答记录。当用户需要查找内容、发帖、编辑主题、评论、回复评论、回答问题、删除主题、查看主题评论、查看自己的提问记录、或管理主题精华和标签时使用。
Pubmed Topic Recommend
aipoch/medical-research-skills
Generate ~5 actionable research topic recommendations by querying PubMed E-utilities; use when a user provides a research direction/constraints and needs evidence-backed topic ideas quickly.
TiXL UI Topic Doc Writer
tixl3d/tixl
Fills in empty embedded help text for TiXL's UI topics by distilling the maintainer's own video explanations into short, user-facing doc entries.
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Questions about Edbt Topic Selection
What does Edbt Topic Selection do?
A skill your agent uses when deciding whether a data-management project belongs at EDBT or should be routed to SIGMOD, VLDB/PVLDB, ICDE, the co-located ICDT theory venue, or a database journal, and…. Edbt Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether a data-management project belongs at EDBT or should be routed to SIGMOD, VLDB/PVLDB, ICDE, the co-located ICDT theory venue, or a database journal, and when choosing the EDBT paper shape (Regular / Experiments-&-Analysis / Vision) and the nearest submission cycle.
When should I use Edbt Topic Selection?
Edbt Topic Selection fits situations like: deciding whether a data-management project belongs at EDBT; should be routed to SIGMOD; the co-located ICDT theory venue; A database journal.
How do I install Edbt Topic Selection in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill edbt-topic-selection -a claude-code`. Or copy the skill folder (EDBT-Skills/skills/edbt-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/edbt-topic-selection in your project. Claude Code loads it when a task matches its description.
How do I install Edbt Topic Selection in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill edbt-topic-selection -a codex`. Or copy the skill folder (EDBT-Skills/skills/edbt-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/edbt-topic-selection in your project. Codex loads it when a task matches its description.
Can I use Edbt Topic Selection 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-topic-selection -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-topic-selection, .gemini/skills/edbt-topic-selection, .github/skills/edbt-topic-selection and .opencode/skills/edbt-topic-selection in your project.
What does Edbt Topic Selection need to run?
SKILL.md names no scripts, command-line tools or credentials: Edbt Topic Selection is instructions for the agent only.
Does Edbt Topic Selection 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 Topic Selection 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 Topic Selection use?
Edbt Topic Selection 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 Topic Selection use?
About 1.6k tokens (SKILL.md is roughly 6.2k 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 Topic Selection?
Skills that share tags, products or a category with Edbt Topic Selection: Topics (ZimoLiao/scholaraio, 576 stars), Topic Modeling (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars), Bestblogs Topic (ginobefun/BestBlogs, 4k stars) and Zsxq Topic (itwanger/toBeBetterJavaer, 18k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Edbt Topic Selection?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,219 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.