Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when targeting ACM SIGGRAPH (SIGGRAPH) or deciding whether a computer-science manuscript fits this venue.
Install Acm Siggraph
$ npx skills add franklee16/academic-research-skills --skill acm-siggraph -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills acm-siggraph --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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph .claude/skills/acm-siggraph && 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 "acm-siggraph" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph into .claude/skills/acm-siggraph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "acm-siggraph", 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/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraphType 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 franklee16/academic-research-skills --skill acm-siggraph -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills acm-siggraph --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph .agents/skills/acm-siggraph && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "acm-siggraph" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph into .agents/skills/acm-siggraph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "acm-siggraph", 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 franklee16/academic-research-skills --skill acm-siggraph -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills acm-siggraph --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph .cursor/skills/acm-siggraph && 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 "acm-siggraph" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph into .cursor/skills/acm-siggraph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "acm-siggraph", 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/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph--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 franklee16/academic-research-skills --skill acm-siggraph -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills acm-siggraph --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph .gemini/skills/acm-siggraph && 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 "acm-siggraph" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph into .gemini/skills/acm-siggraph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "acm-siggraph", 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 franklee16/academic-research-skills acm-siggraphInstalls 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 franklee16/academic-research-skills --skill acm-siggraph -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph .github/skills/acm-siggraph && 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 "acm-siggraph" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph into .github/skills/acm-siggraph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "acm-siggraph", 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 franklee16/academic-research-skills --skill acm-siggraph -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills acm-siggraph --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph .opencode/skills/acm-siggraph && 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 "acm-siggraph" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph into .opencode/skills/acm-siggraph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "acm-siggraph", 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
acm-siggraph- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~2k tokens
- SKILL.md length
- 873 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when targeting ACM SIGGRAPH (SIGGRAPH) or deciding whether a computer-science manuscript fits this venue.
- Targeting ACM SIGGRAPH (SIGGRAPH)
- SKILL.md covers Conference positioning, When to trigger, Scope & topic fit and Venue-specific calibration, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Deciding whether a computer-science manuscript fits this venue
What it does
Acm Siggraph is an agent skill from franklee16/academic-research-skills. Use when targeting ACM SIGGRAPH (SIGGRAPH) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for computer graphics flagship.
Its SKILL.md is about 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. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- Targeting ACM SIGGRAPH (SIGGRAPH)
- Deciding whether a computer-science manuscript fits this venue
Example prompts
- “/acm-siggraph”
What it can do on your machine
Read from SKILL.md and the folder at commit 9a4b2db. 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
Links to these hosts (documentation or services it may open):
siggraph.org
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
Acm Siggraph loads about 2k tokens when it runs. Until then it costs about 67 tokens; SKILL.md has 873 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 873 words (~1,961 tokens).
“ACM SIGGRAPH (SIGGRAPH) is a top computer-science conference venue for computer graphics, rendering, animation, simulation, geometry, interaction, and visual computing. It rewards a graphics paper with a clear technical advance plus visual, mathematical, or system evidence. Treat this skill as…”
- name
- acm-siggraph
Files
Just SKILL.md in Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph of franklee16/academic-research-skills.
Open the folder on GitHubat commit 9a4b2db
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Acm Siggraph 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 |
|---|---|---|---|---|---|---|
| Acm Siggraph this skillfranklee16/academic-research-skills | 223 | 1 repos | ~2k | Automated safety check: Pass | None | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Peer Reviewspacering-net/codeg | 3.9k | 17 repos | ~5.9k | Automated safety check: Notes | MIT |
Similar skills
GitHub Deep Research
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Nature Paper Card
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
Content Research Writer
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
Last30days
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
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Categories
Questions about Acm Siggraph
What does Acm Siggraph do?
A skill your agent uses when targeting ACM SIGGRAPH (SIGGRAPH) or deciding whether a computer-science manuscript fits this venue. Acm Siggraph is an agent skill from franklee16/academic-research-skills. Use when targeting ACM SIGGRAPH (SIGGRAPH) or deciding whether a computer-science manuscript fits this venue.
When should I use Acm Siggraph?
Acm Siggraph fits situations like: targeting ACM SIGGRAPH (SIGGRAPH); deciding whether a computer-science manuscript fits this venue.
How do I install Acm Siggraph in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill acm-siggraph -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph in franklee16/academic-research-skills) into .claude/skills/acm-siggraph in your project. Claude Code loads it when a task matches its description.
How do I install Acm Siggraph in Codex?
Run `npx skills add franklee16/academic-research-skills --skill acm-siggraph -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/acm-siggraph in franklee16/academic-research-skills) into .agents/skills/acm-siggraph in your project. Codex loads it when a task matches its description.
Can I use Acm Siggraph 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 franklee16/academic-research-skills --skill acm-siggraph -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/acm-siggraph, .gemini/skills/acm-siggraph, .github/skills/acm-siggraph and .opencode/skills/acm-siggraph in your project.
What does Acm Siggraph need to run?
SKILL.md names no scripts, command-line tools or credentials: Acm Siggraph is instructions for the agent only.
Does Acm Siggraph access the network?
SKILL.md names 1 domain. As links in the text: siggraph.org. This is read from the text; nothing was executed.
Is Acm Siggraph 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 Acm Siggraph use?
No licence was found for Acm Siggraph or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Acm Siggraph use?
About 2k tokens (SKILL.md is roughly 7.8k 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 Acm Siggraph?
Skills that share tags, products or a category with Acm Siggraph: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Acm Siggraph?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.
Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.