Research Writing
alfonso0512/research-writing-skill
科研论文写作助手,提供 30 个 Prompt 模板覆盖论文写作全流程. An agent skill from alfonso0512/research-writing-skill.
Agent skill
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when preparing an ASPLOS artifact for the post-acceptance evaluation committee — writing the ae.tex Artifact Appendix with software/hardware/dataset dependencies, targeting…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill asplos-artifact-evaluation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills asplos-artifact-evaluation --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/ASPLOS-Skills/skills/asplos-artifact-evaluation .claude/skills/asplos-artifact-evaluation && 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 "asplos-artifact-evaluation" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASPLOS-Skills/skills/asplos-artifact-evaluation into .claude/skills/asplos-artifact-evaluation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asplos-artifact-evaluation", 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/ASPLOS-Skills/skills/asplos-artifact-evaluationType 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 asplos-artifact-evaluation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills asplos-artifact-evaluation --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/ASPLOS-Skills/skills/asplos-artifact-evaluation .agents/skills/asplos-artifact-evaluation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "asplos-artifact-evaluation" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASPLOS-Skills/skills/asplos-artifact-evaluation into .agents/skills/asplos-artifact-evaluation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asplos-artifact-evaluation", 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 asplos-artifact-evaluation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills asplos-artifact-evaluation --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/ASPLOS-Skills/skills/asplos-artifact-evaluation .cursor/skills/asplos-artifact-evaluation && 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 "asplos-artifact-evaluation" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASPLOS-Skills/skills/asplos-artifact-evaluation into .cursor/skills/asplos-artifact-evaluation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asplos-artifact-evaluation", 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 ASPLOS-Skills/skills/asplos-artifact-evaluation--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 asplos-artifact-evaluation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills asplos-artifact-evaluation --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/ASPLOS-Skills/skills/asplos-artifact-evaluation .gemini/skills/asplos-artifact-evaluation && 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 "asplos-artifact-evaluation" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASPLOS-Skills/skills/asplos-artifact-evaluation into .gemini/skills/asplos-artifact-evaluation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asplos-artifact-evaluation", 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 asplos-artifact-evaluationInstalls 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 asplos-artifact-evaluation -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/ASPLOS-Skills/skills/asplos-artifact-evaluation .github/skills/asplos-artifact-evaluation && 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 "asplos-artifact-evaluation" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASPLOS-Skills/skills/asplos-artifact-evaluation into .github/skills/asplos-artifact-evaluation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asplos-artifact-evaluation", 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 asplos-artifact-evaluation -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 asplos-artifact-evaluation --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/ASPLOS-Skills/skills/asplos-artifact-evaluation .opencode/skills/asplos-artifact-evaluation && 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 "asplos-artifact-evaluation" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASPLOS-Skills/skills/asplos-artifact-evaluation into .opencode/skills/asplos-artifact-evaluation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asplos-artifact-evaluation", 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.
asplos-artifact-evaluationA skill your agent uses when preparing an ASPLOS artifact for the post-acceptance evaluation committee — writing the ae.tex Artifact Appendix with software/hardware/dataset dependencies, targeting…
Asplos Artifact Evaluation is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when preparing an ASPLOS artifact for the post-acceptance evaluation committee — writing the ae.tex Artifact Appendix with software/hardware/dataset dependencies, targeting the Available / Functional / Reproducible badges, archiving on a public repository, and planning the collaborative back-and-forth with evaluators.
Its SKILL.md is about 1.7k 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 Documents & Office, covering LaTeX. 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.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Asplos Artifact Evaluation loads about 1.7k tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 763 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.
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.
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 763 words, ~1,713 tokens.
.claude/skills/asplos-artifact-evaluation/SKILL.md (or your agent's skills folder).Artifact evaluation at ASPLOS is a post-acceptance, opt-in, collaborative process: an independent committee works with authors to validate the paper's key results, and successful artifacts carry badges on the published paper (AE pages, checked 2026-07-08). It is also a tradition the venue itself highlights — systems readers increasingly treat an unbadged systems paper as a weaker citation. Treat AE as part of the publication, budgeted like a small sixth section.
| Badge | 2027 criterion (paraphrased from the AE pages) | Practical bar |
|---|---|---|
| Available | Artifact placed on a publicly accessible archival repository | A DOI-issuing archive (institutional or Zenodo-class); a GitHub URL alone is not archival |
| Functional | Evaluators can prepare and run the artifact; they document the steps they followed | Clean-machine install + a smoke experiment that completes in minutes, not hours |
| Reproducible | Evaluators validate the paper's key results | Per-claim run scripts whose output maps visibly onto specific figures/tables |
Evaluators assign scores per requested badge and record what they could and could not reproduce — so the artifact's job is to make their success path short and their failure modes diagnosable.
ASPLOS 2027 expects an Artifact Appendix built from the provided ae.tex template
(or equivalent sections) covering: all software, hardware, and dataset
dependencies; the key results to be reproduced; and how to prepare, run,
and validate the experiments. Write it as if the evaluator is competent, busy,
and using different hardware than yours:
asplos-reproducibility.artifact/
README.md # 10-minute quick start + full map
APPENDIX.pdf # the ae.tex appendix as submitted
env/ # container/VM recipe OR exact install script
hardware.md # tiered requirements + what to do without them
run/
smoke.sh # minutes-scale end-to-end sanity check
claim1_fig6.sh # one script per key result, named for its figure
claim2_tab3.sh
expected/ # reference outputs + tolerance statement per claim
data/ or data.md # datasets, or archival pointers + checksumsThe recurring ASPLOS AE failure is a paper whose headline number needs silicon the committee lacks. Acceptable mitigations, in descending order of strength:
Say which mitigation applies in the appendix, per claim — evaluators score against what you requested, so calibrated requests outperform hopeful ones.
Field experience across systems AE committees converges on a short list of first-hour failures, all preventable:
AE runs after acceptance, so evaluator-facing materials need not be anonymous — but any artifact pointer placed in the submission itself (an appendix teaser, a footnoted repository) falls under the double-blind rules and must be anonymized end to end: repository owner, commit author strings, container registry paths, and dataset hosting all leak identity. The clean pattern is to keep the submission's artifact story descriptive ("we will submit an artifact covering claims 1-3") and materialize the links only in the Artifact Appendix after notification.
Before submission to the AEC, have a colleague who did not build the artifact execute the README on a clean machine, timing each stage and noting every question they had to ask. Their questions are defects; fix the README, not the colleague. Two such passes typically halve the evaluation rounds.
[Badges requested] available / functional / reproducible — with rationale
[Appendix status] dependencies / key results / prepare-run-validate all drafted: Y/N
[Smoke test] clean-environment runtime: N min · passes: Y/N
[Claim scripts] one per key result, mapped to figure/table: list
[Hardware path] per silicon-dependent claim: access / sim-subset / proxy
[Archive] DOI-issuing repository chosen + deposit dry-run done: Y/N© 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
Just SKILL.md in ASPLOS-Skills/skills/asplos-artifact-evaluation of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Asplos Artifact Evaluation 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 |
|---|---|---|---|---|---|---|
| Asplos Artifact Evaluation this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Research Writingalfonso0512/research-writing-skill | 490 | 1 repos | ~818 | Automated safety check: Pass | MIT | |
| Paper WritingMLNLP-World/Paper-Writing-Tips | 4.7k | — | ~630 | Automated safety check: Pass | None | |
| Evomath TaoEvoScientist/EvoSkills | 478 | 2 repos | ~3.8k | Automated safety check: Pass | Apache-2.0 | |
| Math Modeling to EI Conference Paperjihe520/MathModelAgent | 6.2k | — | ~688 | Automated safety check: Pass | None | |
| PaperjurySpark-To-Paper-Skills/paperjury | 1.2k | — | ~5.3k | Automated safety check: Pass | MIT |
alfonso0512/research-writing-skill
科研论文写作助手,提供 30 个 Prompt 模板覆盖论文写作全流程. An agent skill from alfonso0512/research-writing-skill.
MLNLP-World/Paper-Writing-Tips
学术论文写作检查与优化助手。基于 MLNLP-World 社区整理的论文写作技巧,帮助检查和优化学术论文。Use when: (1) 检查论文 LaTeX 格式和排版, (2) 优化公式符号使用, (3) 改进图表设计, (4) 润色英文学术表达, (5) 检查参考文献格式, (6) 投稿前终稿检查, (7) 用户询问论文写作技巧或规范。
EvoScientist/EvoSkills
A skill your agent uses whenever the user submits a non-trivial mathematical claim that needs a rigorous proof or audit.
jihe520/MathModelAgent
Rewrites a math modeling competition paper into an English EI conference submission, using a bundled IEEE LaTeX template, with evidence tracked back to the original paper.
Spark-To-Paper-Skills/paperjury
Three modes for CS-conference papers (CVPR/ICCV/ECCV vision, ACL/EMNLP/NAACL NLP, ICLR/NeurIPS/ICML/AAAI ML).
scunning1975/MixtapeTools
Create and compile beautiful Beamer presentations following the Rhetoric of Decks philosophy.
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
Categories
A skill your agent uses when preparing an ASPLOS artifact for the post-acceptance evaluation committee — writing the ae.tex Artifact Appendix with software/hardware/dataset dependencies, targeting…. Asplos Artifact Evaluation is an agent skill from brycewang-stanford/Awesome-Journal-Skills.tex Artifact Appendix with software/hardware/dataset dependencies, targeting the Available / Functional / Reproducible badges, archiving on a public repository, and planning the collaborative back-and-forth with evaluators.
Asplos Artifact Evaluation fits situations like: targeting the Available / Functional / Reproducible badges; archiving on a public repository; planning the collaborative back-and-forth with evaluators.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill asplos-artifact-evaluation -a claude-code`. Or copy the skill folder (ASPLOS-Skills/skills/asplos-artifact-evaluation in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/asplos-artifact-evaluation in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill asplos-artifact-evaluation -a codex`. Or copy the skill folder (ASPLOS-Skills/skills/asplos-artifact-evaluation in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/asplos-artifact-evaluation in your project. Codex loads it when a task matches its description.
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 asplos-artifact-evaluation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/asplos-artifact-evaluation, .gemini/skills/asplos-artifact-evaluation, .github/skills/asplos-artifact-evaluation and .opencode/skills/asplos-artifact-evaluation in your project.
SKILL.md names no scripts, command-line tools or credentials: Asplos Artifact Evaluation is instructions for the agent only.
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.
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.
Asplos Artifact Evaluation is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 6.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Asplos Artifact Evaluation: Research Writing (alfonso0512/research-writing-skill, 490 stars), Paper Writing (MLNLP-World/Paper-Writing-Tips, 4.7k stars), Evomath Tao (EvoScientist/EvoSkills, 478 stars) and Math Modeling to EI Conference Paper (jihe520/MathModelAgent, 6.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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.