Gec Literature Positioning
franklee16/academic-research-skills
A skill your agent uses when positioning a Global Environmental Change (GEC) manuscript against the relevant literatures.
A skill your agent uses when writing or auditing the related-work positioning of a SIGGRAPH / TOG paper, covering the computer-graphics literature lanes (rendering, geometry, animation, simulation…
Install Siggraph Related Work
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill siggraph-related-work -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills siggraph-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/SIGGRAPH-Skills/skills/siggraph-related-work .claude/skills/siggraph-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 "siggraph-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SIGGRAPH-Skills/skills/siggraph-related-work into .claude/skills/siggraph-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siggraph-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/SIGGRAPH-Skills/skills/siggraph-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 siggraph-related-work -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills siggraph-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/SIGGRAPH-Skills/skills/siggraph-related-work .agents/skills/siggraph-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 "siggraph-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SIGGRAPH-Skills/skills/siggraph-related-work into .agents/skills/siggraph-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siggraph-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 siggraph-related-work -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills siggraph-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/SIGGRAPH-Skills/skills/siggraph-related-work .cursor/skills/siggraph-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 "siggraph-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SIGGRAPH-Skills/skills/siggraph-related-work into .cursor/skills/siggraph-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siggraph-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 SIGGRAPH-Skills/skills/siggraph-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 siggraph-related-work -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills siggraph-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/SIGGRAPH-Skills/skills/siggraph-related-work .gemini/skills/siggraph-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 "siggraph-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SIGGRAPH-Skills/skills/siggraph-related-work into .gemini/skills/siggraph-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siggraph-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 siggraph-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 siggraph-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/SIGGRAPH-Skills/skills/siggraph-related-work .github/skills/siggraph-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 "siggraph-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SIGGRAPH-Skills/skills/siggraph-related-work into .github/skills/siggraph-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siggraph-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 siggraph-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 siggraph-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/SIGGRAPH-Skills/skills/siggraph-related-work .opencode/skills/siggraph-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 "siggraph-related-work" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SIGGRAPH-Skills/skills/siggraph-related-work into .opencode/skills/siggraph-related-work/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siggraph-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
siggraph-related-work- GitHub stars
- 1.2k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 550 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 the related-work positioning of a SIGGRAPH / TOG paper, covering the computer-graphics literature lanes (rendering, geometry, animation, simulation…
- Auditing the related-work positioning of a SIGGRAPH / TOG paper
- SKILL.md covers Know the lanes, Capability-delta positioning, Attribution discipline (venue… and Self-positioning and blinding, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Covering the computer-graphics literature lanes (rendering
What it does
Siggraph Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when writing or auditing the related-work positioning of a SIGGRAPH / TOG paper, covering the computer-graphics literature lanes (rendering, geometry, animation, simulation, imaging, fabrication, learning-for-graphics), capability-delta positioning against the strongest prior method, and correct attribution across SIGGRAPH, SIGGRAPH Asia, TOG, EG/CGF, and sibling venues.
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 and Positioning and messaging. 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 the related-work positioning of a SIGGRAPH / TOG paper
- Covering the computer-graphics literature lanes (rendering
- Learning-for-graphics)
- Capability-delta positioning against the strongest prior method
Example prompts
- “/siggraph-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
Siggraph Related Work loads about 1.2k tokens when it runs. Until then it costs about 100 tokens; SKILL.md has 550 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). 550 words, ~1,243 tokens.
Download SKILL.mdSave it as
.claude/skills/siggraph-related-work/SKILL.md (or your agent's skills folder).- name
- siggraph-related-work
- description
- Use when writing or auditing the related-work positioning of a SIGGRAPH / TOG paper, covering the computer-graphics literature lanes (rendering, geometry, animation, simulation, imaging, fabrication, learning-for-graphics), capability-delta positioning against the strongest prior method, and correct attribution across SIGGRAPH, SIGGRAPH Asia, TOG, EG/CGF, and sibling venues.
SIGGRAPH Related Work
At SIGGRAPH, related work is where you convince a domain-expert reviewer that your contribution is
new capability, not a rediscovery. Graphics reviewers know the canon and the current
state-of-the-art in your sub-area intimately; a missed or mischaracterized prior method is a fast
reject. Position by capability delta — what prior methods cannot do that yours can — not by
chronology. Anchor venue facts to resources/official-source-map.md.
Know the lanes
SIGGRAPH's scope spans distinct sub-communities, each with its own canon and its own reviewers. Place your paper in the right lane(s) and cover that lane's recent state-of-the-art:
| Lane | What the lane cares about | Adjacent venues to check |
|---|---|---|
| Rendering / light transport | Noise, bias, convergence, speed, physical accuracy | EGSR, HPG, TOG |
| Geometry processing | Robustness on real meshes, guarantees, generality | SGP, TOG |
| Animation / character | Naturalness, control, temporal coherence | SCA, TOG |
| Physical simulation | Stability, energy behavior, time-step, scale | SCA, TOG |
| Imaging / computational photography | Reconstruction quality, artifacts, hardware | ICCP, TOG |
| Geometry/appearance capture, fabrication | Fidelity to real objects, manufacturability | TOG, EG |
| Learning for graphics (neural rendering, generative 3D) | Quality, generality, controllability | CVPR/ICCV overlap, TOG |
| Interaction / VR-AR-MR, HCI-for-graphics | Latency, presence, usability | CHI/UIST overlap, TOG |
A paper often sits in two lanes (e.g., neural rendering = rendering + learning). Cover both; a reviewer from either lane will check that their canon is represented.
Capability-delta positioning
For each closest prior method, state the axis on which you differ and by how much:
- Quality: "Prior method X leaves visible noise below N samples; ours converges at N/4."
- Speed: "X runs offline; ours is real-time at the same quality."
- Generality: "X assumes manifold input; ours handles the non-manifold meshes practitioners actually have."
- Robustness: "X diverges on stiff configurations; ours remains stable."
Never leave the comparison at "we are related to X." Name the axis, and back it with a comparison
in the Results (see siggraph-experiments). The strongest baseline must appear both here and in a
head-to-head figure/table.
Show full SKILL.md (237 more words)Show less
Attribution discipline (venue collisions are common)
Graphics ideas migrate across venues; attribute precisely:
- SIGGRAPH vs SIGGRAPH Asia vs TOG-direct. All three publish in ACM TOG. Cite the specific issue; do not say "SIGGRAPH" for a SIGGRAPH Asia or a rolling TOG paper.
- SIGGRAPH vs Eurographics (EG/CGF). Many canonical techniques debuted at Eurographics or in Computer Graphics Forum, not SIGGRAPH — check dblp before attributing a method to SIGGRAPH.
- Specialized venues. EGSR (rendering), SGP (geometry), SCA (animation/simulation), HPG (high-performance graphics), I3D (interactive 3D), ICCP (computational photography) host founding papers routinely misattributed to SIGGRAPH.
- The vision overlap. Neural rendering / generative-3D work has a large CVPR/ICCV literature; cite it, and be clear which contribution is the graphics advance versus the vision one.
Self-positioning and blinding
SIGGRAPH review has historically been single-blind (authors visible), so citing your own prior work in the natural voice is usually fine — but confirm the current cycle's policy (待核实 for 2026). If a cycle requires anonymized review, cite your prior work in the third person and avoid "our previous system X."
Anti-patterns
- A chronological literature tour with no capability delta.
- Omitting the single strongest baseline because it is inconvenient — the reviewer knows it exists.
- Attributing an Eurographics/EGSR/SCA method to SIGGRAPH (or vice versa) without checking dblp.
- Treating a CVPR neural-rendering line as if it did not exist because "this is a graphics venue."
- Positioning against a strawman instead of the current state-of-the-art in the lane.
Output format
[Lanes] which sub-community/-ies; is each lane's SOTA covered? yes/no
[Strongest baseline] named here and compared head-to-head in Results? yes/no
[Deltas] <prior method -> axis (quality/speed/generality/robustness) -> magnitude>
[Attribution] SIGGRAPH vs SA vs TOG vs EG/EGSR/SGP/SCA checked on dblp? yes/no
[Blinding] cycle policy confirmed; self-cite voice correct? yes/no
[Fixes] <ordered>© 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 SIGGRAPH-Skills/skills/siggraph-related-work of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Siggraph 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 |
|---|---|---|---|---|---|---|
| Siggraph Related Work this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Gec Literature Positioningfranklee16/academic-research-skills | 223 | 1 repos | ~855 | Automated safety check: Pass | None | |
| Jpsp Literature Positioningfranklee16/academic-research-skills | 223 | 1 repos | ~850 | Automated safety check: Pass | None | |
| Rje Literature Positioningfranklee16/academic-research-skills | 223 | 1 repos | ~720 | Automated safety check: Pass | None | |
| Icml Related Workfranklee16/academic-research-skills | 223 | 1 repos | ~402 | Automated safety check: Pass | None | |
| Ieee Paper ReaderCloudWave818/ieee-skills | 359 | — | ~591 | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Siggraph Related Work
What does Siggraph Related Work do?
A skill your agent uses when writing or auditing the related-work positioning of a SIGGRAPH / TOG paper, covering the computer-graphics literature lanes (rendering, geometry, animation, simulation…. Siggraph Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when writing or auditing the related-work positioning of a SIGGRAPH / TOG paper, covering the computer-graphics literature lanes (rendering, geometry, animation, simulation, imaging, fabrication, learning-for-graphics), capability-delta positioning against the strongest prior method, and correct attribution across SIGGRAPH, SIGGRAPH Asia, TOG, EG/CGF, and sibling venues.
When should I use Siggraph Related Work?
Siggraph Related Work fits situations like: auditing the related-work positioning of a SIGGRAPH / TOG paper; covering the computer-graphics literature lanes (rendering; learning-for-graphics); capability-delta positioning against the strongest prior method.
How do I install Siggraph Related Work in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill siggraph-related-work -a claude-code`. Or copy the skill folder (SIGGRAPH-Skills/skills/siggraph-related-work in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/siggraph-related-work in your project. Claude Code loads it when a task matches its description.
How do I install Siggraph Related Work in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill siggraph-related-work -a codex`. Or copy the skill folder (SIGGRAPH-Skills/skills/siggraph-related-work in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/siggraph-related-work in your project. Codex loads it when a task matches its description.
Can I use Siggraph 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 siggraph-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/siggraph-related-work, .gemini/skills/siggraph-related-work, .github/skills/siggraph-related-work and .opencode/skills/siggraph-related-work in your project.
What does Siggraph Related Work need to run?
SKILL.md names no scripts, command-line tools or credentials: Siggraph Related Work is instructions for the agent only.
Does Siggraph 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 Siggraph 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 Siggraph Related Work use?
Siggraph 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 Siggraph Related Work use?
About 1.2k tokens (SKILL.md is roughly 5k 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 Siggraph Related Work?
Skills that share tags, products or a category with Siggraph Related Work: Gec Literature Positioning (franklee16/academic-research-skills, 223 stars), Jpsp Literature Positioning (franklee16/academic-research-skills, 223 stars), Rje Literature Positioning (franklee16/academic-research-skills, 223 stars) and Icml Related Work (franklee16/academic-research-skills, 223 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Siggraph 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.