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 writing or auditing a WACV related-work section, covering how to position an applications or algorithms contribution against fast-moving vision literature, sibling-venue…
Install Wacv Related Work
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill wacv-related-work -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills wacv-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/WACV-Skills/skills/wacv-related-work .claude/skills/wacv-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 "wacv-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/WACV-Skills/skills/wacv-related-work into .claude/skills/wacv-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wacv-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/WACV-Skills/skills/wacv-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 wacv-related-work -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills wacv-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/WACV-Skills/skills/wacv-related-work .agents/skills/wacv-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 "wacv-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/WACV-Skills/skills/wacv-related-work into .agents/skills/wacv-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wacv-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 wacv-related-work -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills wacv-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/WACV-Skills/skills/wacv-related-work .cursor/skills/wacv-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 "wacv-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/WACV-Skills/skills/wacv-related-work into .cursor/skills/wacv-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wacv-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 WACV-Skills/skills/wacv-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 wacv-related-work -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills wacv-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/WACV-Skills/skills/wacv-related-work .gemini/skills/wacv-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 "wacv-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/WACV-Skills/skills/wacv-related-work into .gemini/skills/wacv-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wacv-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 wacv-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 wacv-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/WACV-Skills/skills/wacv-related-work .github/skills/wacv-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 "wacv-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/WACV-Skills/skills/wacv-related-work into .github/skills/wacv-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wacv-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 wacv-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 wacv-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/WACV-Skills/skills/wacv-related-work .opencode/skills/wacv-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 "wacv-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/WACV-Skills/skills/wacv-related-work into .opencode/skills/wacv-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wacv-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
wacv-related-work- GitHub stars
- 1.2k
- Token cost
- ~980 tokens
- SKILL.md length
- 394 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when writing or auditing a WACV related-work section, covering how to position an applications or algorithms contribution against fast-moving vision literature, sibling-venue…
- Auditing a WACV related-work section
- SKILL.md covers The shelves to cover, Positioning, not enumeration, Concurrency at arXiv speed and Double-blind self-citation, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Covering how to position an applications
What it does
Wacv Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when writing or auditing a WACV related-work section, covering how to position an applications or algorithms contribution against fast-moving vision literature, sibling-venue (CVPR/ICCV/ECCV) and arXiv concurrency, application-domain literature, double-blind self-citation, and verifying that cited "WACV papers" are actually WACV papers.
Its SKILL.md is about 980 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, Academic paper search and Citation management. 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.
When your agent uses it
- Auditing a WACV related-work section
- Covering how to position an applications
- Algorithms contribution against fast-moving vision literature
- Sibling-venue (CVPR/ICCV/ECCV) and arXiv concurrency
Example prompts
- “WACV papers”
- “/wacv-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
Wacv Related Work loads about 980 tokens when it runs. Until then it costs about 90 tokens; SKILL.md has 394 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). 394 words, ~980 tokens.
Download SKILL.mdSave it as
.claude/skills/wacv-related-work/SKILL.md (or your agent's skills folder).- name
- wacv-related-work
- description
- Use when writing or auditing a WACV related-work section, covering how to position an applications or algorithms contribution against fast-moving vision literature, sibling-venue (CVPR/ICCV/ECCV) and arXiv concurrency, application-domain literature, double-blind self-citation, and verifying that cited "WACV papers" are actually WACV papers.
WACV Related Work
Use this to position a WACV paper so reviewers see the gap it fills, not a wall of citations. WACV's applications identity adds a shelf most vision venues underweight — the domain literature — and its two-round model means a thin related-work section is a predictable revision request. Facts are the WACV 2026/2027 cycles as read on 2026-07-09.
The shelves to cover
| Shelf | What it establishes | Failure if missing |
|---|---|---|
| Vision method lineage | Where your method sits among CV approaches | Reviewer thinks you reinvented a known method |
| Sibling-venue recent work | Awareness of CVPR/ICCV/ECCV state of the art | Looks unaware of the field's frontier |
| arXiv / concurrent work | Honest handling of near-simultaneous results | Accused of ignoring obvious concurrency |
| Application-domain literature | That you understand the real problem (agriculture, medical, robotics) | Applications reviewer sees a naive domain model |
| Your own prior work (anonymized) | Continuity without breaking double-blind | Identity leak or apparent self-plagiarism |
The domain shelf is what separates a strong WACV applications paper from a generic method with a domain sticker: cite the deployment literature that defines the real constraint, not only the vision papers that share your architecture.
Positioning, not enumeration
Each cited cluster should end in a specific reason it does not already solve your problem — "these run in daylight and lose low-contrast boundaries below 20 lux," not "prior work has limitations." For an Applications-track paper, the gap is usually a constraint no prior system met; for an Algorithms-track paper, it is a mechanism no prior method used.
Show full SKILL.md (148 more words)Show less
Concurrency at arXiv speed
For each closely related recent preprint/paper:
- Same problem, different method? → contrast approaches; note it is concurrent.
- Same method, different problem? → clarify what your setting adds.
- Genuinely concurrent (within months)? → cite and distinguish; do not claim it as prior
or ignore it. Reviewers know the arXiv timeline.Double-blind self-citation
Cite your own prior work in the third person ("Prior work [12] showed…"), never "our previous paper." Keep repository and project-page links out of the submission. A revised Round 2 paper must stay just as anonymous as the Round 1 version — do not let a revision reintroduce an identifying citation.
Verify the venue of every "WACV" citation
A thecvf.com open-access URL is only a WACV citation if its path reads WACV20XX; many
famous vision papers are CVPR/ICCV/ECCV. Before attributing a paper to WACV, confirm the
open-access path segment or the dblp record — misattributing a sibling-venue paper to WACV
is a credibility cost a careful reviewer will notice.
Reverify each cycle
- Any related-work or citation-format expectations in the current guidelines.
- The double-blind and external-link rules for the submission version.
- That cited WACV papers match the WACV proceedings, not a sibling venue.
Output format
[Shelves covered] vision / sibling-venue / concurrent / domain / self — missing: <list>
[Gap statements] each cluster ends in a specific gap: yes/no
[Domain literature] real-problem sources cited: yes/no
[Concurrency] recent preprints cited and distinguished: yes/no
[Anonymity] self-cites third-person, no links: yes/no
[Venue check] all "WACV" cites verified as WACV: yes/no© 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 WACV-Skills/skills/wacv-related-work of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Wacv 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 |
|---|---|---|---|---|---|---|
| Wacv Related Work this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~980 | Automated safety check: Pass | MIT | |
| 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 | |
| Arxiv MCP Serverblazickjp/arxiv-mcp-server | 3.2k | — | ~353 | Automated safety check: Pass | Apache-2.0 |
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Paper Research on arXiv
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Searches arXiv, fetches metadata, generates BibTeX, downloads PDFs and finds citations and related papers using a bundled Python script.
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Ar9av/PaperOrchestra
Step 3 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra.
Arxiv MCP Server
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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…
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Write LaTeX ML/AI review articles for arXiv using the IEEEtran template and verified BibTeX citations.
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Questions about Wacv Related Work
What does Wacv Related Work do?
A skill your agent uses when writing or auditing a WACV related-work section, covering how to position an applications or algorithms contribution against fast-moving vision literature, sibling-venue…. Wacv Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when writing or auditing a WACV related-work section, covering how to position an applications or algorithms contribution against fast-moving vision literature, sibling-venue (CVPR/ICCV/ECCV) and arXiv concurrency, application-domain literature, double-blind self-citation, and verifying that cited "WACV papers" are actually WACV papers.
When should I use Wacv Related Work?
Wacv Related Work fits situations like: auditing a WACV related-work section; covering how to position an applications; algorithms contribution against fast-moving vision literature; sibling-venue (CVPR/ICCV/ECCV) and arXiv concurrency.
How do I install Wacv Related Work in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill wacv-related-work -a claude-code`. Or copy the skill folder (WACV-Skills/skills/wacv-related-work in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/wacv-related-work in your project. Claude Code loads it when a task matches its description.
How do I install Wacv Related Work in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill wacv-related-work -a codex`. Or copy the skill folder (WACV-Skills/skills/wacv-related-work in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/wacv-related-work in your project. Codex loads it when a task matches its description.
Can I use Wacv 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 wacv-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/wacv-related-work, .gemini/skills/wacv-related-work, .github/skills/wacv-related-work and .opencode/skills/wacv-related-work in your project.
What does Wacv Related Work need to run?
SKILL.md names no scripts, command-line tools or credentials: Wacv Related Work is instructions for the agent only.
Does Wacv 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 Wacv 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 Wacv Related Work use?
Wacv 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 Wacv Related Work use?
About 980 tokens (SKILL.md is roughly 3.9k 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 Wacv Related Work?
Skills that share tags, products or a category with Wacv Related Work: Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars), Systematic Literature Review Builder (bytedance/deer-flow, 84k stars), Paper Research on arXiv (XiaomiMiMo/MiMo-Code, 14k stars) and Literature Review Agent (Ar9av/PaperOrchestra, 679 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Wacv 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.