Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when planning an ASE (IEEE/ACM Automated Software Engineering) research-track campaign backward from the deadline, through abstract registration, the double-anonymous…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ase-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ase-workflow --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-workflow .claude/skills/ase-workflow && 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-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASE-Skills/skills/ase-workflow into .claude/skills/ase-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ase-workflow", 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-workflowType 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-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ase-workflow --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-workflow .agents/skills/ase-workflow && 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-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASE-Skills/skills/ase-workflow into .agents/skills/ase-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ase-workflow", 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-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ase-workflow --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-workflow .cursor/skills/ase-workflow && 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-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASE-Skills/skills/ase-workflow into .cursor/skills/ase-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ase-workflow", 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-workflow--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-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ase-workflow --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-workflow .gemini/skills/ase-workflow && 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-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASE-Skills/skills/ase-workflow into .gemini/skills/ase-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ase-workflow", 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-workflowInstalls 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-workflow -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-workflow .github/skills/ase-workflow && 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-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASE-Skills/skills/ase-workflow into .github/skills/ase-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ase-workflow", 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-workflow -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-workflow --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-workflow .opencode/skills/ase-workflow && 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-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ASE-Skills/skills/ase-workflow into .opencode/skills/ase-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ase-workflow", 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.
ase-workflowA skill your agent uses when planning an ASE (IEEE/ACM Automated Software Engineering) research-track campaign backward from the deadline, through abstract registration, the double-anonymous…
Ase Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when planning an ASE (IEEE/ACM Automated Software Engineering) research-track campaign backward from the deadline, through abstract registration, the double-anonymous submission, the early-rejection gate, rebuttal, the criteria-bound revision round, artifact evaluation, and the camera-ready in both IEEE Xplore and the ACM Digital Library.
Its SKILL.md is about 1.3k 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: 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.
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.
Ase Workflow loads about 1.3k tokens when it runs. Until then it costs about 89 tokens; SKILL.md has 331 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). 331 words, ~1,318 tokens.
.claude/skills/ase-workflow/SKILL.md (or your agent's skills folder).Run the ASE year backward from the deadline. ASE is an annual conference (dual IEEE/ACM sponsored)
whose research track has an early-rejection gate, a rebuttal, and a first-class,
criteria-bound Revision outcome; plan for all three. Every date below is a one-cycle snapshot —
reopen the current Important Dates page first (see resources/official-source-map.md).
T-16 wk Route with ase-topic-selection: ASE research vs. NIER/Tools vs. FSE/ISSTA/journal.
T-14 wk Lock the automation and the subject systems; freeze what the tool does and what it runs on.
T-10 wk Build evidence (ase-experiments): real subjects, fair tool baselines, ablation isolating
any learned component. Pin provenance now (ase-reproducibility) — it cannot be retrofitted.
T-6 wk Draft to the ASE arc (ase-writing-style) against the worked example; write related work
delta-first (ase-related-work). Keep to 10 content pages + 2 reference pages.
T-3 wk Assemble the anonymized artifact and the mandatory Data Availability Statement.
T-1 wk Register the abstract before its (earlier) deadline. Double-anonymous sweep (ase-submission)
on tool names, repos, PDF metadata.
T-0 Submit on ase26.hotcrp.com in the mandated template (ACM acmart sigconf for 2026).[Reviews + early-rejection gate] uniformly negative scores -> early reject, no rebuttal.
[Rebuttal] if you reach it, at least one reviewer saw value; move the
borderline reviewer with facts and small checkable numbers.
[Outcome] Accept / Revision / Reject.
[Revision round] meet every stated criterion; return the revised paper + a
point-by-point summary-of-changes, re-checked against the criteria.
[Camera-ready] de-anonymize, apply the extra content page, finalize IEEE/ACM
metadata; the paper is indexed in BOTH IEEE Xplore and ACM DL.
[Artifact evaluation] on its own deadline: target Available and Reusable badges.
[Presentation] at least one author presents at ASE.ase2026-nier.hotcrp.com).| Risk | When it bites | Mitigation |
|---|---|---|
| Missed abstract registration | Days before the full deadline | Register title/abstract/authors/conflicts a week early |
| Wrong template | Camera-ready or desk-check | Confirm IEEE-two-column vs. ACM acmart on the current call before drafting |
| Over 10 content pages | Final week | Freeze the body early; the 2 reference pages do not absorb text |
| Missing Data Availability Statement | Desk check | Draft it at T-3 wk, after Conclusions, inside the 10 pages |
| Early-rejected | At the gate | Make the first three pages and the evaluation table land immediately |
| A revision criterion ignored | Revision re-check | Ledger every criterion in the summary-of-changes |
| Artifact not ready | Post-acceptance | Stage the DOI-archived, documented tool before the AE deadline |
[Target cycle] ASE 20XX, submission <date>, notification <date>, conference <city/dates>
[Track] research / NIER / tools-and-datasets / journal-first
[Milestones] <T-minus plan with owners>
[Gate readiness] abstract registered? template correct? 10+2 respected? Data Availability present?
[Post-submission plan] early-rejection risk / rebuttal targets / revision-criteria readiness / artifact© 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 ASE-Skills/skills/ase-workflow of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Ase Workflow 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 Workflow this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | |
| 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 |
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
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.
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.
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.
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
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 planning an ASE (IEEE/ACM Automated Software Engineering) research-track campaign backward from the deadline, through abstract registration, the double-anonymous…. Ase Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when planning an ASE (IEEE/ACM Automated Software Engineering) research-track campaign backward from the deadline, through abstract registration, the double-anonymous submission, the early-rejection gate, rebuttal, the criteria-bound revision round, artifact evaluation, and the camera-ready in both IEEE Xplore and the ACM Digital Library.
Ase Workflow fits situations like: planning an ASE (IEEE/ACM Automated Software Engineering) research-track campaign backward from the deadline; through abstract registration; the double-anonymous submission; the early-rejection gate.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ase-workflow -a claude-code`. Or copy the skill folder (ASE-Skills/skills/ase-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/ase-workflow in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ase-workflow -a codex`. Or copy the skill folder (ASE-Skills/skills/ase-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/ase-workflow 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 ase-workflow -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-workflow, .gemini/skills/ase-workflow, .github/skills/ase-workflow and .opencode/skills/ase-workflow in your project.
SKILL.md names no scripts, command-line tools or credentials: Ase Workflow 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.
Ase Workflow is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.3k tokens (SKILL.md is roughly 5.3k 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 Ase Workflow: 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.
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,228 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.