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 ECCV submission in the literature — covering the two intervening CVPR/ICCV cycles since the last ECCV, March-deadline concurrent-work conventions, the…
Install Eccv Related Work
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill eccv-related-work -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills eccv-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/ECCV-Skills/skills/eccv-related-work .claude/skills/eccv-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 "eccv-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ECCV-Skills/skills/eccv-related-work into .claude/skills/eccv-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eccv-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/ECCV-Skills/skills/eccv-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 eccv-related-work -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills eccv-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/ECCV-Skills/skills/eccv-related-work .agents/skills/eccv-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 "eccv-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ECCV-Skills/skills/eccv-related-work into .agents/skills/eccv-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eccv-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 eccv-related-work -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills eccv-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/ECCV-Skills/skills/eccv-related-work .cursor/skills/eccv-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 "eccv-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ECCV-Skills/skills/eccv-related-work into .cursor/skills/eccv-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eccv-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 ECCV-Skills/skills/eccv-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 eccv-related-work -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills eccv-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/ECCV-Skills/skills/eccv-related-work .gemini/skills/eccv-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 "eccv-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ECCV-Skills/skills/eccv-related-work into .gemini/skills/eccv-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eccv-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 eccv-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 eccv-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/ECCV-Skills/skills/eccv-related-work .github/skills/eccv-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 "eccv-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ECCV-Skills/skills/eccv-related-work into .github/skills/eccv-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eccv-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 eccv-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 eccv-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/ECCV-Skills/skills/eccv-related-work .opencode/skills/eccv-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 "eccv-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ECCV-Skills/skills/eccv-related-work into .opencode/skills/eccv-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eccv-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
eccv-related-work- GitHub stars
- 1.2k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 495 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 ECCV submission in the literature — covering the two intervening CVPR/ICCV cycles since the last ECCV, March-deadline concurrent-work conventions, the…
- Works in 4 steps: The direct lineage: the three to five… → The intervening cycles: CVPR/ICCV work… → The concurrent band: arXiv papers within… → …
- Positioning an ECCV submission in the literature — covering the two intervening CVPR/ICCV cycles since the last ECCV
- SKILL.md covers Coverage sweep, ordered by…, Concurrent-work conventions…, Venue attribution hygiene and Making numbered citations argue, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Eccv Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when positioning an ECCV submission in the literature — covering the two intervening CVPR/ICCV cycles since the last ECCV, March-deadline concurrent-work conventions, the no-self-repo citation rule, Springer-vs-CVF venue attribution hygiene, and turning a numbered LNCS bibliography into an argument.
Its SKILL.md is about 1.1k 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 Citation management, Literature review and Positioning and messaging. 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
- Positioning an ECCV submission in the literature — covering the two intervening CVPR/ICCV cycles since the last ECCV
- March-deadline concurrent-work conventions
- The no-self-repo citation rule
- Springer-vs-CVF venue attribution hygiene
Example prompts
- “/eccv-related-work”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- The direct lineage: the three to five papers your method visibly
- The intervening cycles: CVPR/ICCV work from the odd-year gap that
- The concurrent band: arXiv papers within a few months of the March
- The classical root: pre-deep or early-deep work the task descends
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
Eccv Related Work loads about 1.1k tokens when it runs. Until then it costs about 81 tokens; SKILL.md has 495 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). 495 words, ~1,106 tokens.
Download SKILL.mdSave it as
.claude/skills/eccv-related-work/SKILL.md (or your agent's skills folder).- name
- eccv-related-work
- description
- Use when positioning an ECCV submission in the literature — covering the two intervening CVPR/ICCV cycles since the last ECCV, March-deadline concurrent-work conventions, the no-self-repo citation rule, Springer-vs-CVF venue attribution hygiene, and turning a numbered LNCS bibliography into an argument.
ECCV Related Work
Use this when auditing novelty positioning for ECCV. The venue's cadence sets the task: since the previous ECCV, two CVPRs and one ICCV have published — for a 2026 submission, that means CVPR 2024, ICCV 2025, and CVPR 2025 (plus early-2026 arXiv) all landed after ECCV 2024. A related-work section that stops at the last even year reads as two years stale.
Coverage sweep, ordered by reviewer expectation
- The direct lineage: the three to five papers your method visibly descends from, with the mechanism-level difference stated per paper.
- The intervening cycles: CVPR/ICCV work from the odd-year gap that attacks the same task — the in-niche reviewer's first check.
- The concurrent band: arXiv papers within a few months of the March deadline; conventions below.
- The classical root: pre-deep or early-deep work the task descends from — European panels notice (and reward) correct genealogy more than most venues.
Concurrent-work conventions around a March deadline
- Treat unpublished arXiv work from the months near the deadline as concurrent: cite it, mark it "(concurrent)", compare qualitatively if feasible, but reviewers cannot require you to beat it. The exact cutoff convention is per-cycle policy — 待核实 in the current author FAQ.
- ECCV 2026's dual-submission rule defined "publication" as peer-reviewed, accepted, and longer than four pages excluding references — arXiv preprints and tech reports did not count as publications, for your eligibility and for what you can be scooped by.
- Your own prior arXiv posting is legal (not an anonymity violation), but the submission must cite it in third person like a stranger's work, and must not cite your own public codebase — that link is treated as an identity leak.
Show full SKILL.md (220 more words)Show less
Venue attribution hygiene
ECCV's version of record is Springer LNCS, not CVF open access — and vision bibliographies chronically misattribute across the big three. Check each load-bearing citation against the actual proceedings:
| Error pattern | Example trap | Check against |
|---|---|---|
| ECCV paper cited as CVPR/ICCV | SSD and Perceptual Losses are ECCV 2016, not CVPR | SpringerLink link.springer.com/conference/eccv |
| Sibling paper credited to ECCV | Mask R-CNN is ICCV 2017; ResNet is CVPR 2016 | CVF open access for CVF venues |
| arXiv year vs proceedings year | Preprint 2025, proceedings 2026 | dblp entry |
| "ECCV" for a workshop paper | ECCV workshop ≠ main conference in LNCS subline | The specific LNCS volume front matter |
Making numbered citations argue
LNCS numeric style hides authorship, so the prose must carry the argument:
Weak: "Many works study X [4,9,12,17,21]."
Strong: "Two families address X: geometry-based pipelines [4,9] that
require per-scene optimization, and feed-forward models [12,17]
that trade accuracy for speed; [21] sits between them but
assumes calibrated cameras. We remove that assumption."Every citation cluster should end with the sentence that says what you do differently — otherwise the cluster is a bibliography, not related work.
Differentiation stress test
Before the freeze, answer in one written sentence each:
- Which single existing paper would a hostile reviewer say already does this?
- What breaks if that paper's method is run on your exact setting?
- Which intervening-cycle paper is closest, and does your experiments
section actually contain it as a baseline (
eccv-experiments)?
If question three's answer is "cited but not compared", fix the experiment or pre-empt in text why comparison is impossible — silence is the reject.
Output format
[Coverage status] <lineage / intervening-cycle / concurrent / classical gaps>
[Attribution audit] <citation -> verified venue, errors found>
[Anonymity conflicts] <own-work citations, repo links to remove>
[Closest rival] <paper -> baseline present? / preempted in text?>
[Cluster rewrites] <bibliography-style cluster -> argument sentence>© 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 ECCV-Skills/skills/eccv-related-work of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Eccv 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 |
|---|---|---|---|---|---|---|
| Eccv Related Work this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.1k | 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 |
Similar skills
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.
Arxiv MCP Server
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…
Arxiv Paper Writer
appautomaton/latex-arxiv-SKILL
Write LaTeX ML/AI review articles for arXiv using the IEEEtran template and verified BibTeX citations.
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Related
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Questions about Eccv Related Work
What does Eccv Related Work do?
A skill your agent uses when positioning an ECCV submission in the literature — covering the two intervening CVPR/ICCV cycles since the last ECCV, March-deadline concurrent-work conventions, the…. Eccv Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when positioning an ECCV submission in the literature — covering the two intervening CVPR/ICCV cycles since the last ECCV, March-deadline concurrent-work conventions, the no-self-repo citation rule, Springer-vs-CVF venue attribution hygiene, and turning a numbered LNCS bibliography into an argument.
When should I use Eccv Related Work?
Eccv Related Work fits situations like: positioning an ECCV submission in the literature — covering the two intervening CVPR/ICCV cycles since the last ECCV; march-deadline concurrent-work conventions; the no-self-repo citation rule; springer-vs-CVF venue attribution hygiene.
How do I install Eccv Related Work in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill eccv-related-work -a claude-code`. Or copy the skill folder (ECCV-Skills/skills/eccv-related-work in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/eccv-related-work in your project. Claude Code loads it when a task matches its description.
How do I install Eccv Related Work in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill eccv-related-work -a codex`. Or copy the skill folder (ECCV-Skills/skills/eccv-related-work in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/eccv-related-work in your project. Codex loads it when a task matches its description.
Can I use Eccv 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 eccv-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/eccv-related-work, .gemini/skills/eccv-related-work, .github/skills/eccv-related-work and .opencode/skills/eccv-related-work in your project.
What does Eccv Related Work need to run?
SKILL.md names no scripts, command-line tools or credentials: Eccv Related Work is instructions for the agent only.
Does Eccv 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 Eccv 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 Eccv Related Work use?
Eccv 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 Eccv Related Work use?
About 1.1k tokens (SKILL.md is roughly 4.4k 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 Eccv Related Work?
Skills that share tags, products or a category with Eccv 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 Eccv 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.