Table Fit
asgeirtj/system_prompts_leaks
Keep a Markdown table readable in a narrow terminal of about 100 display columns - a wide table or one carrying prose in its cells wraps into unreadable ragged rows.
A skill your agent uses when deciding whether a project fits CIKM, the tri-community ACM venue spanning information retrieval, data mining, and knowledge management/databases, when weighing CIKM…
MITAuto-check passed
Install Cikm Topic Selection
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cikm-topic-selection -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills cikm-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/CIKM-Skills/skills/cikm-topic-selection .claude/skills/cikm-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 "cikm-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/CIKM-Skills/skills/cikm-topic-selection into .claude/skills/cikm-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cikm-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/CIKM-Skills/skills/cikm-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 cikm-topic-selection -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills cikm-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/CIKM-Skills/skills/cikm-topic-selection .agents/skills/cikm-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 "cikm-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/CIKM-Skills/skills/cikm-topic-selection into .agents/skills/cikm-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cikm-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 cikm-topic-selection -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills cikm-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/CIKM-Skills/skills/cikm-topic-selection .cursor/skills/cikm-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 "cikm-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/CIKM-Skills/skills/cikm-topic-selection into .cursor/skills/cikm-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cikm-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 CIKM-Skills/skills/cikm-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 cikm-topic-selection -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills cikm-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/CIKM-Skills/skills/cikm-topic-selection .gemini/skills/cikm-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 "cikm-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/CIKM-Skills/skills/cikm-topic-selection into .gemini/skills/cikm-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cikm-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 cikm-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 cikm-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/CIKM-Skills/skills/cikm-topic-selection .github/skills/cikm-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 "cikm-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/CIKM-Skills/skills/cikm-topic-selection into .github/skills/cikm-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cikm-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 cikm-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 cikm-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/CIKM-Skills/skills/cikm-topic-selection .opencode/skills/cikm-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 "cikm-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/CIKM-Skills/skills/cikm-topic-selection into .opencode/skills/cikm-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cikm-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
cikm-topic-selection- GitHub stars
- 1.2k
- Token cost
- ~1.8k tokens
- SKILL.md length
- 924 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 project fits CIKM, the tri-community ACM venue spanning information retrieval, data mining, and knowledge management/databases, when weighing CIKM…
- Deciding whether a project fits CIKM
- SKILL.md covers The tri-community fit question, Honest calendar positioning, Sibling contrast table and Five-track fork (2026 lineup), plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- The tri-community ACM venue spanning information retrieval
What it does
Cikm Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether a project fits CIKM, the tri-community ACM venue spanning information retrieval, data mining, and knowledge management/databases, when weighing CIKM against SIGIR, KDD, WSDM, TheWebConf, SIGMOD/VLDB, or ISWC, and when choosing among CIKM's five tracks before writing begins.
Its SKILL.md is about 1.8k 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 project fits CIKM
- The tri-community ACM venue spanning information retrieval
- Knowledge management/databases
- Weighing CIKM against SIGIR
Example prompts
- “/cikm-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
Cikm Topic Selection loads about 1.8k tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 924 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). 924 words, ~1,808 tokens.
Download SKILL.mdSave it as
.claude/skills/cikm-topic-selection/SKILL.md (or your agent's skills folder).- name
- cikm-topic-selection
- description
- Use when deciding whether a project fits CIKM, the tri-community ACM venue spanning information retrieval, data mining, and knowledge management/databases, when weighing CIKM against SIGIR, KDD, WSDM, TheWebConf, SIGMOD/VLDB, or ISWC, and when choosing among CIKM's five tracks before writing begins.
CIKM Topic Selection
CIKM is the room where three communities meet: information retrieval, data mining, and knowledge management with its database roots. Its sponsorship tells the story — ACM SIGIR (since 1993) plus SIGWEB (since 2006) — and its 2026 self-description spans information access, knowledge representation, data integration, and personalization (source map, checked 2026-07-08). Fit questions here are therefore different from single-community venues: the issue is rarely "is this in scope" and usually "is the breadth an advantage for this particular paper."
The tri-community fit question
Ask which communities the paper genuinely speaks to, then count:
- Two or three lanes — a retrieval model built on a knowledge graph, a mining method whose output feeds a search or QA system, an entity-resolution pipeline with both database and IR evaluation. This is the CIKM sweet spot: the blended reviewer pool is an asset, because no single-community venue gives all lanes credit.
- Exactly one lane, done deeply — pure ranking-model work, pure pattern-mining theory, pure query optimization. CIKM accepts such papers, but the specialist venue (SIGIR, KDD, SIGMOD/VLDB) usually offers sharper reviewers and more career signal. Choose CIKM deliberately, e.g., for the calendar, not by default.
- Zero lanes — contributions about model architecture, vision, or generic NLP with an incidental retrieval experiment. Reframe or reroute; scope-mismatch reads fast at a venue whose name states its scope.
Honest calendar positioning
CIKM's May deadline and November meeting make it the information family's fall harvest: work that missed or matured past SIGIR's January gate, KDD's February cycle-2 gate, or that wants a decision before WSDM's August gate. Using CIKM as the next stop after a sibling rejection is normal community practice — but only after the prior reviews are actually absorbed. A resubmission with untouched weaknesses will meet a reviewer pool that overlaps heavily with the one that wrote those reviews.
Sibling contrast table
| Neighbor | Its center of gravity | Send the paper there instead when... |
|---|---|---|
| SIGIR | Retrieval and its evaluation culture | Ranking quality/IR evaluation is the entire contribution |
| KDD | Mining at scale; deployment evidence (ADS) | The story is data-regime scale or a production launch |
| WSDM | Web/social interaction data, small selective single track | The object of study is specifically web or social-web behavior |
| TheWebConf | The web as an artifact and ecosystem | Web standards, platforms, or web-scale measurement lead |
| SIGMOD/VLDB | Data systems internals | The contribution is storage, indexing internals, or query processing |
| ISWC / KR | Semantic-web formalisms; formal reasoning | Ontology languages or logic, not applied knowledge systems |
The reverse routes matter too: knowledge-graph construction and reasoning for applications, heterogeneous-data integration, entity linking, and enterprise search — work each specialist venue treats as adjacent — is core CIKM territory.
Five-track fork (2026 lineup)
CIKM 2026 fields Full Research (≤10 pp incl. appendices), Short Research (≤4 pp), Applied Research (≤7 pp, requires practical-application evidence such as a system launch or data release), Resource (≤4 pp), and Demonstration (≤4 pp) tracks. Pick by the strongest honest artifact: a rounded method study → Full; one crisp finding → Short; a deployed system with launch evidence → Applied; a dataset/tool others will adopt → Resource; something a person can touch at a booth → Demo. The concurrent submission ban applies across venues, so the same contribution cannot hedge.
Show full SKILL.md (402 more words)Show less
Decision walk-through
A team built a temporal knowledge-graph completion model and wired it into an enterprise document-search assistant. As pure KG-embedding work it competes at scale venues against heavy theory; as pure search work the IR delta is modest. Framed as one system — completion quality and its measured effect on retrieval answers — it becomes a two-lane CIKM paper, with the deployment variant a plausible Applied Research submission if launch metrics exist. That reframing decision is the routing decision.
Scope vocabulary sanity check
The venue's name is a scope test you can run on your own abstract. Underline every noun phrase; a CIKM-shaped abstract naturally contains the venue's working vocabulary — retrieval, ranking, mining, knowledge graph, entities, integration, indexing, recommendation, query, corpus, metadata, provenance — because the paper is about information and knowledge objects. If the underlined terms are instead "architecture, layers, loss, benchmark, SOTA," the paper is currently written as a model paper that happens to touch information data, and either the framing or the venue should change. This check costs five minutes and predicts the most common CIKM review complaint: "unclear what this offers the information-management community specifically."
Prestige and career honesty
Advisors and hiring committees read CIKM correctly as a large, credible, first-tier-adjacent ACM venue — bigger-tent than SIGIR/KDD/WSDM, with more room for boundary work and applied contributions, and with genuine landmark papers in its back catalog (the exemplars library holds six, TAGME through BERT4Rec). Honest implications:
- Choosing CIKM first is a positive strategy for boundary papers, resource papers, and applied systems — the audiences those papers need actually attend.
- Choosing CIKM second, after a specialist-venue rejection, is routine and carries no stigma — but the paper must be revised, not merely reformatted, because reviewer pools overlap.
- Choosing CIKM to avoid a specialist community's standards backfires: that community's reviewers are in the CIKM pool too, applying the same standards with less patience.
Timing as a tiebreaker
When fit is genuinely even between CIKM and a specialist sibling, let the calendar decide like a project manager: a result solid in March comfortably makes CIKM's May gate; the same result would wait until KDD's next cycle or SIGIR's January. Six months of shelf life is a real cost in fast-moving areas — LLM-adjacent retrieval and KG work can be scooped in one arXiv season. Conversely, a result that needs one more quarter of experiments should not be rushed into May; the fall slot returns every year.
Output format
[Lane count] IR / mining / KM-DB lanes the contribution truly occupies
[CIKM verdict] sweet spot / acceptable-but-specialist-venue-stronger / out of scope
[Track] full / short / applied / resource / demo (with the honest-artifact reason)
[Alternative venue] <best single-community target and why it loses or wins>
[Framing action] <what to merge, split, or rename before writing>© 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 CIKM-Skills/skills/cikm-topic-selection of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Cikm 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 |
|---|---|---|---|---|---|---|
| Cikm Topic Selection this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Table Fitasgeirtj/system_prompts_leaks | 69k | — | ~772 | Automated safety check: Pass | CC0-1.0 | |
| Furniture Fit Checkpascalorg/editor | 25k | — | ~5.1k | Automated safety check: Pass | MIT | |
| HTML Ppt Zhangzara Editorial Tri Tonenexu-io/open-design | 100k | — | ~1.3k | 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 |
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A type-and-color system for a culture magazine relaunch — the grid, the tri-tone palette, and the layout kit.
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.
Topic Modeling
brycewang-stanford/Auto-Empirical-Research-Skills
Structural topic modeling: STM spec, topic count, coherence-exclusivity.
Bestblogs Topic
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A skill your agent uses when the user asks about a specific topic, subject area, or wants to explore curated topic pages on BestBlogs.
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Questions about Cikm Topic Selection
What does Cikm Topic Selection do?
A skill your agent uses when deciding whether a project fits CIKM, the tri-community ACM venue spanning information retrieval, data mining, and knowledge management/databases, when weighing CIKM…. Cikm Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether a project fits CIKM, the tri-community ACM venue spanning information retrieval, data mining, and knowledge management/databases, when weighing CIKM against SIGIR, KDD, WSDM, TheWebConf, SIGMOD/VLDB, or ISWC, and when choosing among CIKM's five tracks before writing begins.
When should I use Cikm Topic Selection?
Cikm Topic Selection fits situations like: deciding whether a project fits CIKM; the tri-community ACM venue spanning information retrieval; knowledge management/databases; weighing CIKM against SIGIR.
How do I install Cikm Topic Selection in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cikm-topic-selection -a claude-code`. Or copy the skill folder (CIKM-Skills/skills/cikm-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/cikm-topic-selection in your project. Claude Code loads it when a task matches its description.
How do I install Cikm Topic Selection in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cikm-topic-selection -a codex`. Or copy the skill folder (CIKM-Skills/skills/cikm-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/cikm-topic-selection in your project. Codex loads it when a task matches its description.
Can I use Cikm 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 cikm-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/cikm-topic-selection, .gemini/skills/cikm-topic-selection, .github/skills/cikm-topic-selection and .opencode/skills/cikm-topic-selection in your project.
What does Cikm Topic Selection need to run?
SKILL.md names no scripts, command-line tools or credentials: Cikm Topic Selection is instructions for the agent only.
Does Cikm 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 Cikm 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 Cikm Topic Selection use?
Cikm 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 Cikm Topic Selection use?
About 1.8k tokens (SKILL.md is roughly 7.2k 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 Cikm Topic Selection?
Skills that share tags, products or a category with Cikm Topic Selection: Table Fit (asgeirtj/system_prompts_leaks, 69k stars), Furniture Fit Check (pascalorg/editor, 25k stars), HTML Ppt Zhangzara Editorial Tri Tone (nexu-io/open-design, 100k stars) and Topics (ZimoLiao/scholaraio, 576 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cikm 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.