Ase
lamm-mit/scienceclaw
Atomic Simulation Environment (ASE) for computational materials science.
A skill your agent uses when deciding what belongs in the 10-page ASE (IEEE/ACM Automated Software Engineering) paper body versus the artifact and supplementary material, splitting content by…
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Install Ase Supplementary
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ase-supplementary -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ase-supplementary --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/ASE-Skills/skills/ase-supplementary .claude/skills/ase-supplementary && 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 "ase-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASE-Skills/skills/ase-supplementary into .claude/skills/ase-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ase-supplementary", 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/ASE-Skills/skills/ase-supplementaryType 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 ase-supplementary -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ase-supplementary --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/ASE-Skills/skills/ase-supplementary .agents/skills/ase-supplementary && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ase-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASE-Skills/skills/ase-supplementary into .agents/skills/ase-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ase-supplementary", 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 ase-supplementary -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ase-supplementary --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/ASE-Skills/skills/ase-supplementary .cursor/skills/ase-supplementary && 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 "ase-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASE-Skills/skills/ase-supplementary into .cursor/skills/ase-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ase-supplementary", 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 ASE-Skills/skills/ase-supplementary--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 ase-supplementary -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ase-supplementary --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/ASE-Skills/skills/ase-supplementary .gemini/skills/ase-supplementary && 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 "ase-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASE-Skills/skills/ase-supplementary into .gemini/skills/ase-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ase-supplementary", 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 ase-supplementaryInstalls 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 ase-supplementary -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/ASE-Skills/skills/ase-supplementary .github/skills/ase-supplementary && 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 "ase-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASE-Skills/skills/ase-supplementary into .github/skills/ase-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ase-supplementary", 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 ase-supplementary -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 ase-supplementary --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/ASE-Skills/skills/ase-supplementary .opencode/skills/ase-supplementary && 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 "ase-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASE-Skills/skills/ase-supplementary into .opencode/skills/ase-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ase-supplementary", 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
ase-supplementary- GitHub stars
- 1.2k
- Token cost
- ~987 tokens
- SKILL.md length
- 376 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when deciding what belongs in the 10-page ASE (IEEE/ACM Automated Software Engineering) paper body versus the artifact and supplementary material, splitting content by…
- Deciding what belongs in the 10-page ASE (IEEE/ACM Automated Software Engineering) paper body versus the artifact and supplementary material
- SKILL.md covers The decision-criticality rule, What each container is for, The reviewer-behavior reality and Anonymity across containers, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Splitting content by decision-criticality so nothing that decides acceptance lives outside the reviewed pages under the 10+2 budget
What it does
Ase Supplementary is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding what belongs in the 10-page ASE (IEEE/ACM Automated Software Engineering) paper body versus the artifact and supplementary material, splitting content by decision-criticality so nothing that decides acceptance lives outside the reviewed pages under the 10+2 budget.
Its SKILL.md is about 990 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
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
- Deciding what belongs in the 10-page ASE (IEEE/ACM Automated Software Engineering) paper body versus the artifact and supplementary material
- Splitting content by decision-criticality so nothing that decides acceptance lives outside the reviewed pages under the 10+2 budget
Example prompts
- “/ase-supplementary”
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
Ase Supplementary loads about 987 tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 376 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). 376 words, ~987 tokens.
Download SKILL.mdSave it as
.claude/skills/ase-supplementary/SKILL.md (or your agent's skills folder).- name
- ase-supplementary
- description
- Use when deciding what belongs in the 10-page ASE (IEEE/ACM Automated Software Engineering) paper body versus the artifact and supplementary material, splitting content by decision-criticality so nothing that decides acceptance lives outside the reviewed pages under the 10+2 budget.
ASE Supplementary
Split content by decision-criticality. ASE gives you 10 pages of body (plus 2 for references), and reviewers judge the paper on those pages. The artifact and any supplementary material support reproduction and reuse — they do not carry the argument. The failure mode is exiling a decision-critical result to the artifact and assuming reviewers will dig for it; they judge what is in the body.
The decision-criticality rule
- In the body (must be within 10 pages): anything a reviewer needs to accept the paper — the automated task, the technique, the headline results on real subjects, the closest baseline comparison, the key ablation, and the central threats argument.
- In the artifact / supplement: everything needed to reproduce or reuse — full configurations, complete result tables, extra subjects, proofs, additional plots, raw logs, and cached model outputs.
If a result decides acceptance, it lives in the body even if space is tight; cut elsewhere.
What each container is for
| Content | Where | Why |
|---|---|---|
| Task, technique, headline evaluation, closest-baseline comparison, key ablation | Body (≤10 pp) | Decision-critical; reviewers score these |
| Central threats-to-validity argument | Body | Construct/oracle validity is judged, not reproduced |
| Data Availability Statement | Body, after Conclusions, inside 10 pp | Mandatory and reviewed |
| Full config files, seeds, environment | Artifact | Reproduction detail, not an argument |
| Complete/extra result tables, extra subjects | Artifact / supplement | Support, not headline |
| Proofs, derivations too long for the body | Artifact / supplement (if the venue permits) | Verification detail |
| Raw logs, cached LLM outputs, dataset snapshots | Artifact | Provenance and reuse |
Show full SKILL.md (133 more words)Show less
The reviewer-behavior reality
- Reviewers may open the artifact to check a claim, but they will not reconstruct a headline result from raw logs. State every acceptance-deciding number in the body with a pointer to where the artifact backs it.
- A pointer to the artifact is a promise the body's claim is verifiable — not a substitute for stating the claim.
- Keep the body self-contained: a reader who never opens the artifact should still be able to judge the contribution.
Anonymity across containers
- The supplement and artifact are part of the double-anonymous submission: scrub tool names that encode your identity, repository owners, and file paths.
- A result table in the artifact that reveals your institution's cluster paths is as much a leak as a name on the PDF.
Space-recovery moves (before cutting content)
[Figures] merge redundant plots; one figure that carries the argument beats three that decorate.
[Tables] move exhaustive per-subject tables to the artifact; keep the summary with effect sizes.
[Prose] delete literature-tour sentences; related work is a delta argument, not a survey.
[Config] move full configurations to the artifact; keep the one setting that matters in the body.
[Roadmap] cut over-signposting; the arc should be visible without a paragraph announcing it.Output format
[Decision-critical in body?] task / technique / headline results / baseline / key ablation / threats — all present within 10pp?
[Data Availability] in body, after Conclusions, inside 10pp?
[Artifact-only] configs / extra tables / proofs / logs / cached outputs -> not decision-critical?
[Self-contained] judgeable without opening the artifact? yes/no
[Anonymity] supplement + artifact scrubbed of identity? 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 ASE-Skills/skills/ase-supplementary of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Ase Supplementary 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 |
|---|---|---|---|---|---|---|
| Ase Supplementary this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~987 | Automated safety check: Pass | MIT | |
| Aselamm-mit/scienceclaw | 246 | — | ~1.5k | Automated safety check: Pass | LGPL-3.0 | |
| Icdm Supplementarybrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1k | Automated safety check: Pass | MIT | |
| Ase Topic Selectionbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Ase Workflowbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Ase Reproducibilitybrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.1k | Automated safety check: Pass | MIT |
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Questions about Ase Supplementary
What does Ase Supplementary do?
A skill your agent uses when deciding what belongs in the 10-page ASE (IEEE/ACM Automated Software Engineering) paper body versus the artifact and supplementary material, splitting content by…. Ase Supplementary is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding what belongs in the 10-page ASE (IEEE/ACM Automated Software Engineering) paper body versus the artifact and supplementary material, splitting content by decision-criticality so nothing that decides acceptance lives outside the reviewed pages under the 10+2 budget.
When should I use Ase Supplementary?
Ase Supplementary fits situations like: deciding what belongs in the 10-page ASE (IEEE/ACM Automated Software Engineering) paper body versus the artifact and supplementary material; splitting content by decision-criticality so nothing that decides acceptance lives outside the reviewed pages under the 10+2 budget.
How do I install Ase Supplementary in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ase-supplementary -a claude-code`. Or copy the skill folder (ASE-Skills/skills/ase-supplementary in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/ase-supplementary in your project. Claude Code loads it when a task matches its description.
How do I install Ase Supplementary in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ase-supplementary -a codex`. Or copy the skill folder (ASE-Skills/skills/ase-supplementary in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/ase-supplementary in your project. Codex loads it when a task matches its description.
Can I use Ase Supplementary 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 ase-supplementary -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ase-supplementary, .gemini/skills/ase-supplementary, .github/skills/ase-supplementary and .opencode/skills/ase-supplementary in your project.
What does Ase Supplementary need to run?
SKILL.md names no scripts, command-line tools or credentials: Ase Supplementary is instructions for the agent only.
Does Ase Supplementary 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 Ase Supplementary 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 Ase Supplementary use?
Ase Supplementary 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 Ase Supplementary use?
About 987 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 Ase Supplementary?
Skills that share tags, products or a category with Ase Supplementary: Ase (lamm-mit/scienceclaw, 246 stars), Icdm Supplementary (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Ase Topic Selection (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Ase Workflow (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ase Supplementary?
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.