A skill your agent uses when positioning a KDD submission against the data-mining lineage (prior KDD volumes, ICDM, SDM, WSDM, CIKM, WWW) and the ML flagships, handling venue misattribution traps…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill kdd-related-work -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills kdd-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/KDD-Skills/skills/kdd-related-work .claude/skills/kdd-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 "kdd-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/KDD-Skills/skills/kdd-related-work into .claude/skills/kdd-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kdd-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/KDD-Skills/skills/kdd-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 kdd-related-work -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills kdd-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/KDD-Skills/skills/kdd-related-work .agents/skills/kdd-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 "kdd-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/KDD-Skills/skills/kdd-related-work into .agents/skills/kdd-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kdd-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 kdd-related-work -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills kdd-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/KDD-Skills/skills/kdd-related-work .cursor/skills/kdd-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 "kdd-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/KDD-Skills/skills/kdd-related-work into .cursor/skills/kdd-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kdd-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 KDD-Skills/skills/kdd-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 kdd-related-work -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills kdd-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/KDD-Skills/skills/kdd-related-work .gemini/skills/kdd-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 "kdd-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/KDD-Skills/skills/kdd-related-work into .gemini/skills/kdd-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kdd-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 kdd-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 kdd-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/KDD-Skills/skills/kdd-related-work .github/skills/kdd-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 "kdd-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/KDD-Skills/skills/kdd-related-work into .github/skills/kdd-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kdd-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 kdd-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 kdd-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/KDD-Skills/skills/kdd-related-work .opencode/skills/kdd-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 "kdd-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/KDD-Skills/skills/kdd-related-work into .opencode/skills/kdd-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kdd-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.
kdd-related-workA skill your agent uses when positioning a KDD submission against the data-mining lineage (prior KDD volumes, ICDM, SDM, WSDM, CIKM, WWW) and the ML flagships, handling venue misattribution traps…
Kdd Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when positioning a KDD submission against the data-mining lineage (prior KDD volumes, ICDM, SDM, WSDM, CIKM, WWW) and the ML flagships, handling venue misattribution traps, cross-cycle resubmission overlap, concurrent arXiv work, and the mechanism-contrast style of novelty argument that ACM SIGKDD reviewers expect.
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.
It sits in Research & Science, covering Literature review, Positioning and messaging and Academic paper search. It works with arXiv. 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.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Kdd Related Work loads about 1.6k tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 738 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.
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.
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 738 words, ~1,646 tokens.
.claude/skills/kdd-related-work/SKILL.md (or your agent's skills folder).Use this to audit positioning before the writing freeze. KDD sits inside a dense family of venues that share topics but not registers, and its reviewers know the mining lineage personally — misplacing a classic paper's venue or missing the direct KDD predecessor of your own method are both instantly visible errors here.
A KDD submission is expected to know its own conference's history on the topic.
Before writing, build the ancestry chain: which prior KDD papers created the
problem's vocabulary, and what does this paper change structurally? The
DeepWalk (KDD 2014) → node2vec (KDD 2016) → metapath2vec (KDD 2017) chain in
resources/exemplars/library.md is the canonical shape — each successor names the
structural property of the data its predecessor mishandled. A related-work section
that surveys families ("embedding methods can be divided into...") instead of stating
deltas is journal register, not KDD register.
| Literature lane | Venues | What KDD reviewers check |
|---|---|---|
| Own lineage | Prior KDD volumes (ACM DL) | Is the nearest KDD ancestor cited and contrasted mechanically? |
| Mining siblings | ICDM, SDM, PKDD/ECML, CIKM | Are same-shaped methods here distinguished, not ignored? |
| Web/search/rec | WWW, WSDM, SIGIR, RecSys | For graph/behavior/recsys papers: the applied twin literature |
| ML flagships | NeurIPS, ICML, ICLR | Is a general-ML method quietly identical to yours? |
| Systems/DB | VLDB, SIGMOD | For scalability claims: does a database solution already exist? |
| Applied domain | Domain journals, industry reports | For ADS: is the deployment problem's own literature acknowledged? |
Getting a citation's venue wrong is disproportionately damaging at KDD because reviewers wrote or reviewed the misplaced papers. Verified traps (see the exemplars library for DOIs): Isolation Forest is ICDM, not KDD; LightGBM is NeurIPS, not KDD despite shadowing XGBoost everywhere; Wide & Deep is a RecSys workshop paper. Check every "seminal KDD paper" claim against the ACM DL record before it ships.
The strongest KDD positioning names its neighbors and the mechanism-level difference in one breath:
Template:
Unlike <nearest KDD ancestor>, which <mechanism> and therefore <failure in
our regime>, and unlike <ML-flagship neighbor>, which <mechanism> but
<cost/assumption>, our method <new mechanism>, which is what enables
<the regime-specific capability the paper demonstrates>.
Instantiated:
Unlike fixed-decay sketches (KDD'xx), whose single decay rate forces a
forgetting-vs-staleness trade under drift, and unlike window-retrained
detectors (ICML'yy) whose state grows with window length, StreamHive
selects decay rates online, which is what allows bounded memory and
drift tracking simultaneously.If the sentence cannot be instantiated, the gap is a research problem, not a writing problem — surface it before the deadline, not in rebuttal.
kdd-supplementary). Silently resubmitting a prior cycle's rejected paper as
"new" risks the AC discovering the old forum anyway.kdd-reproducibility is part of honest positioning.A 2026-cycle submission uses an LLM to label graph nodes for semi-supervised fraud detection. Its positioning problem is triangular: the graph-mining lane (prior KDD fraud and GNN work) will ask what changed structurally; the LLM lane (recent ML flagship work on LLM annotation) will ask why this is not just prompt engineering; and the practitioner lane will ask about labeling cost at scale. The section that works allocates a paragraph per lane and ends each with a delta sentence:
Triangulated positioning like this also pre-writes the rebuttal: each reviewer lens
already has its paragraph (kdd-author-response).
[Positioning] delta-stated / survey-style (rewrite) / lineage-missing
[Nearest ancestors] <KDD predecessor>, <ML neighbor>, <systems neighbor>
[Novelty sentence] <instantiated template or BLOCKED: gap unclear>
[Misattribution check] <papers verified against ACM DL / findings>
[Overlap declarations] <resubmission forum id / arXiv / sibling tracks>© 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
Just SKILL.md in KDD-Skills/skills/kdd-related-work of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Kdd 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 |
|---|---|---|---|---|---|---|
| Kdd Related Work this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Ijcai Related Workfranklee16/academic-research-skills | 223 | 1 repos | ~427 | Automated safety check: Pass | None | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | 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 |
franklee16/academic-research-skills
A skill your agent uses when positioning an IJCAI or IJCAI-ECAI submission against archival AI literature, arXiv preprints, workshop papers, prior rejected versions, dual-submission rules, shortened…
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
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.
XiaomiMiMo/MiMo-Code
Searches arXiv, fetches metadata, generates BibTeX, downloads PDFs and finds citations and related papers using a bundled Python script.
Ar9av/PaperOrchestra
Step 3 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra.
blazickjp/arxiv-mcp-server
A skill your agent uses when finding, comparing, reading, or monitoring arXiv papers, including requests for abstracts, citation graphs, original LaTeX, section-level technical details, or…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
Works with
Categories
A skill your agent uses when positioning a KDD submission against the data-mining lineage (prior KDD volumes, ICDM, SDM, WSDM, CIKM, WWW) and the ML flagships, handling venue misattribution traps…. Kdd Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when positioning a KDD submission against the data-mining lineage (prior KDD volumes, ICDM, SDM, WSDM, CIKM, WWW) and the ML flagships, handling venue misattribution traps, cross-cycle resubmission overlap, concurrent arXiv work, and the mechanism-contrast style of novelty argument that ACM SIGKDD reviewers expect.
Kdd Related Work fits situations like: positioning a KDD submission against the data-mining lineage (prior KDD volumes; WWW) and the ML flagships; handling venue misattribution traps; cross-cycle resubmission overlap.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill kdd-related-work -a claude-code`. Or copy the skill folder (KDD-Skills/skills/kdd-related-work in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/kdd-related-work in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill kdd-related-work -a codex`. Or copy the skill folder (KDD-Skills/skills/kdd-related-work in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/kdd-related-work in your project. Codex loads it when a task matches its description.
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 kdd-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/kdd-related-work, .gemini/skills/kdd-related-work, .github/skills/kdd-related-work and .opencode/skills/kdd-related-work in your project.
SKILL.md names no scripts, command-line tools or credentials: Kdd Related Work is instructions for the agent only.
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.
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.
Kdd 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.
About 1.6k tokens (SKILL.md is roughly 6.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Kdd Related Work: Ijcai Related Work (franklee16/academic-research-skills, 223 stars), Literature Review (neflibata-feng/MyArxiv-Agent, 126 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.
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.
