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 ACM SoCC submission against both the systems literature (OSDI, NSDI, EuroSys, ATC, SOSP, SoCC) and the data-management literature (SIGMOD, VLDB), writing…
Install Socc Related Work
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill socc-related-work -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills socc-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/SoCC-Skills/skills/socc-related-work .claude/skills/socc-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 "socc-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SoCC-Skills/skills/socc-related-work into .claude/skills/socc-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socc-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/SoCC-Skills/skills/socc-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 socc-related-work -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills socc-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/SoCC-Skills/skills/socc-related-work .agents/skills/socc-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 "socc-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SoCC-Skills/skills/socc-related-work into .agents/skills/socc-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socc-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 socc-related-work -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills socc-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/SoCC-Skills/skills/socc-related-work .cursor/skills/socc-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 "socc-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SoCC-Skills/skills/socc-related-work into .cursor/skills/socc-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socc-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 SoCC-Skills/skills/socc-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 socc-related-work -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills socc-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/SoCC-Skills/skills/socc-related-work .gemini/skills/socc-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 "socc-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SoCC-Skills/skills/socc-related-work into .gemini/skills/socc-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socc-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 socc-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 socc-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/SoCC-Skills/skills/socc-related-work .github/skills/socc-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 "socc-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SoCC-Skills/skills/socc-related-work into .github/skills/socc-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socc-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 socc-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 socc-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/SoCC-Skills/skills/socc-related-work .opencode/skills/socc-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 "socc-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SoCC-Skills/skills/socc-related-work into .opencode/skills/socc-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socc-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
socc-related-work- GitHub stars
- 1.2k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 477 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 ACM SoCC submission against both the systems literature (OSDI, NSDI, EuroSys, ATC, SOSP, SoCC) and the data-management literature (SIGMOD, VLDB), writing…
- Positioning an ACM SoCC submission against both the systems literature (OSDI
- SKILL.md covers Positioning checks, Cloud literature lanes, Delta-first positioning vignette and Concurrent and prior-version…, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- SoCC) and the data-management literature (SIGMOD
What it does
Socc Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when positioning an ACM SoCC submission against both the systems literature (OSDI, NSDI, EuroSys, ATC, SOSP, SoCC) and the data-management literature (SIGMOD, VLDB), writing delta-first contrast rather than a citation catalog, keeping self-citations dual-anonymous, and handling concurrent, preprint, and prior-version overlap.
Its SKILL.md is about 1.2k 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, Citation management 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 ACM SoCC submission against both the systems literature (OSDI
- SoCC) and the data-management literature (SIGMOD
- Writing delta-first contrast rather than a citation catalog
- Keeping self-citations dual-anonymous
Example prompts
- “/socc-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
Socc Related Work loads about 1.2k tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 477 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). 477 words, ~1,217 tokens.
Download SKILL.mdSave it as
.claude/skills/socc-related-work/SKILL.md (or your agent's skills folder).- name
- socc-related-work
- description
- Use when positioning an ACM SoCC submission against both the systems literature (OSDI, NSDI, EuroSys, ATC, SOSP, SoCC) and the data-management literature (SIGMOD, VLDB), writing delta-first contrast rather than a citation catalog, keeping self-citations dual-anonymous, and handling concurrent, preprint, and prior-version overlap.
SoCC Related Work
Use this to audit novelty and eligibility. SoCC reviewers come from both SIGMOD and SIGOPS, so a credible related-work section reaches both lanes — the systems flagships and the data-management flagships — and states where your paper sits relative to the nearest prior work as a delta, not a list. A bibliography that cites only one community tells a reviewer from the other that the paper may be a visitor. Reopen the current call for dual-submission, anonymity, and prior-publication rules before advising authors.
Positioning checks
- Separate the cloud novelty from the engineering effort. What is new: a mechanism, a measurement, a benchmark, a deployment lesson, or a cost model — and is it new to both communities or only one?
- Cover both lanes. SoCC reviewers expect the systems venues (OSDI/NSDI/EuroSys/ATC/SOSP/SoCC) and the data venues (SIGMOD/VLDB) where relevant, not just the papers nearest your mechanism.
- 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.
- Preserve dual anonymity. Cite your own prior work in the third person and never link reviewers to an identity-revealing preprint, repository, deployment, or homepage.
- Declare overlap with any prior workshop version (e.g., a HotCloud/HotStorage short paper) or concurrent submission; do not re-submit archival work as new.
Cloud literature lanes
| Lane | Typical venues | What SoCC reviewers check |
|---|---|---|
| Systems flagships | OSDI, SOSP, NSDI, EuroSys, ATC, SoCC | Whether the nearest systems mechanism is compared or distinguished |
| Data management | SIGMOD, VLDB, ICDE | Whether the data-systems predecessors (storage, query, transactions) are engaged |
| Cloud + big-data infra | SoCC, VLDB, OSDI | Whether prior resource-mgmt / serverless / big-data-systems work is credited |
| Measurement | IMC, SoCC, SIGMETRICS | Whether prior traces/measurement studies on your workload are acknowledged |
| Adjacent (when relevant) | ML-systems (MLSys), networking | Whether borrowed methods are cited to their real origin |
A bibliography spanning the systems flagships and the data flagships signals command of SoCC's joint field; one that cites only your own subarea suggests the delta may be smaller than claimed.
Show full SKILL.md (147 more words)Show less
Delta-first positioning vignette
Suppose the paper proposes a tail-aware serverless autoscaler and a supporting measurement. Its nearest neighbors: a systems-flagship autoscaler that scales on concurrency (mechanism, no tail target), a SoCC serverless paper on cold starts (adjacent problem, different lever), and a data/measurement study of function invocation traces (characterization, no mechanism). The novelty sentence should name all three contrasts — a tail-SLO controller where the flagship used concurrency, a provisioning lever where the cold-start paper optimized startup, and a built system where the measurement study offered only characterization.
Concurrent and prior-version judgment calls
[Concurrent arXiv work] cite neutrally, state the technical difference, avoid unverifiable
priority claims; keep the citation dual-anonymous
[Your workshop version] a HotCloud/HotStorage-style short paper is usually citable and
non-archival, but confirm against the current CFP and phrase so
anonymity survives
[Prior short/poster] declare the overlap and state what the full paper adds beyond it
[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).
- A "new" measurement that re-reports a prior trace's numbers without a new question.
- Citations exclusively to one community (all systems or all data), signaling the paper may be a visitor rerouted without reframing for SoCC's joint audience.
Output format
[Eligibility] clear / needs declaration / risky
[Lanes covered] <systems flagships / data management / cloud-infra / measurement / adjacent>
[Nearest 3 works] <work -> one-line delta>
[Archival-overlap risk] <none / declare: what>
[Novelty sentence] <SoCC-ready contribution contrast against the nearest systems AND data 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 SoCC-Skills/skills/socc-related-work of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Socc 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 |
|---|---|---|---|---|---|---|
| Socc Related Work this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.2k | 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 |
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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
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An 18-agent pipeline that turns one topic line into a drafted research paper, literature review, or thesis chapter.
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Categories
Questions about Socc Related Work
What does Socc Related Work do?
A skill your agent uses when positioning an ACM SoCC submission against both the systems literature (OSDI, NSDI, EuroSys, ATC, SOSP, SoCC) and the data-management literature (SIGMOD, VLDB), writing…. Socc Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when positioning an ACM SoCC submission against both the systems literature (OSDI, NSDI, EuroSys, ATC, SOSP, SoCC) and the data-management literature (SIGMOD, VLDB), writing delta-first contrast rather than a citation catalog, keeping self-citations dual-anonymous, and handling concurrent, preprint, and prior-version overlap.
When should I use Socc Related Work?
Socc Related Work fits situations like: positioning an ACM SoCC submission against both the systems literature (OSDI; soCC) and the data-management literature (SIGMOD; writing delta-first contrast rather than a citation catalog; keeping self-citations dual-anonymous.
How do I install Socc Related Work in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill socc-related-work -a claude-code`. Or copy the skill folder (SoCC-Skills/skills/socc-related-work in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/socc-related-work in your project. Claude Code loads it when a task matches its description.
How do I install Socc Related Work in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill socc-related-work -a codex`. Or copy the skill folder (SoCC-Skills/skills/socc-related-work in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/socc-related-work in your project. Codex loads it when a task matches its description.
Can I use Socc 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 socc-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/socc-related-work, .gemini/skills/socc-related-work, .github/skills/socc-related-work and .opencode/skills/socc-related-work in your project.
What does Socc Related Work need to run?
SKILL.md names no scripts, command-line tools or credentials: Socc Related Work is instructions for the agent only.
Does Socc 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 Socc 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 Socc Related Work use?
Socc 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 Socc Related Work use?
About 1.2k tokens (SKILL.md is roughly 4.9k 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 Socc Related Work?
Skills that share tags, products or a category with Socc 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 Socc 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.