Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when planning or sequencing an ICML manuscript workflow end to end - from topic selection and drafting through OpenReview submission, double-blind review, author response…
Install Icml Workflow
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icml-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills icml-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/ICML-Skills/skills/icml-workflow .claude/skills/icml-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 "icml-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICML-Skills/skills/icml-workflow into .claude/skills/icml-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "icml-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/ICML-Skills/skills/icml-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 icml-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills icml-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/ICML-Skills/skills/icml-workflow .agents/skills/icml-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 "icml-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICML-Skills/skills/icml-workflow into .agents/skills/icml-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "icml-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 icml-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills icml-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/ICML-Skills/skills/icml-workflow .cursor/skills/icml-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 "icml-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICML-Skills/skills/icml-workflow into .cursor/skills/icml-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "icml-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 ICML-Skills/skills/icml-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 icml-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills icml-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/ICML-Skills/skills/icml-workflow .gemini/skills/icml-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 "icml-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICML-Skills/skills/icml-workflow into .gemini/skills/icml-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "icml-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 icml-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 icml-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/ICML-Skills/skills/icml-workflow .github/skills/icml-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 "icml-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICML-Skills/skills/icml-workflow into .github/skills/icml-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "icml-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 icml-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 icml-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/ICML-Skills/skills/icml-workflow .opencode/skills/icml-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 "icml-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICML-Skills/skills/icml-workflow into .opencode/skills/icml-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "icml-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.
Facts
- Skill name
icml-workflow- GitHub stars
- 1.2k
- Token cost
- ~1k tokens
- SKILL.md length
- 443 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when planning or sequencing an ICML manuscript workflow end to end - from topic selection and drafting through OpenReview submission, double-blind review, author response…
- Works in 7 steps: Fit and track: icml-topic-selection. → Drafting: icml-writing-style,… → Artifact and supplement:… → …
- Sequencing an ICML manuscript workflow end to end - from topic selection and drafting through OpenReview submission
- SKILL.md covers Stage map, Working principles, Deadline cadence (verify… and Stage-to-risk router, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Icml Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when planning or sequencing an ICML manuscript workflow end to end - from topic selection and drafting through OpenReview submission, double-blind review, author response, camera-ready, PMLR publication, public original-submission release, and rerouting decisions. Use when you need the next ICML skill, the official page to reopen, or the blocking gap for the current stage.
Its SKILL.md is about 1k 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.
When your agent uses it
- Sequencing an ICML manuscript workflow end to end - from topic selection and drafting through OpenReview submission
- Double-blind review
- Author response
- PMLR publication
Example prompts
- “/icml-workflow”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Fit and track: icml-topic-selection.
- Drafting: icml-writing-style, icml-related-work, icml-experiments.
- Artifact and supplement: icml-artifact-evaluation, icml-reproducibility, icml-supplementary.
- Pre-submission audit: icml-submission.
- Review diagnosis: icml-review-process.
- Rebuttal and discussion: icml-author-response.
- Accepted-paper work: icml-camera-ready.
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
Icml Workflow loads about 1k tokens when it runs. Until then it costs about 98 tokens; SKILL.md has 443 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). 443 words, ~1,032 tokens.
Download SKILL.mdSave it as
.claude/skills/icml-workflow/SKILL.md (or your agent's skills folder).- name
- icml-workflow
- description
- Use when planning or sequencing an ICML manuscript workflow end to end - from topic selection and drafting through OpenReview submission, double-blind review, author response, camera-ready, PMLR publication, public original-submission release, and rerouting decisions. Use when you need the next ICML skill, the official page to reopen, or the blocking gap for the current stage.
ICML Workflow
Use this as the router for the ICML depth pack. It chooses the next skill and keeps policy, evidence, artifact, and public-record risks visible.
ICML is a conference, not a journal: it has no standing editor-in-chief and no article-processing charge. The rotating leadership is the per-edition General Chair and Program Chairs (2026 General Chair: Tong Zhang; Program Chairs: Dudik, Jaggi, Agarwal, Li, verified 2026-06-22), and the cost model is registration fees, not APCs — PMLR proceedings are open-access with no author fee. Conference organizers rotate yearly, so re-check the current CFP and committees page rather than carrying a name forward.
Stage map
- Fit and track:
icml-topic-selection. - Drafting:
icml-writing-style,icml-related-work,icml-experiments. - Artifact and supplement:
icml-artifact-evaluation,icml-reproducibility,icml-supplementary. - Pre-submission audit:
icml-submission. - Review diagnosis:
icml-review-process. - Rebuttal and discussion:
icml-author-response. - Accepted-paper work:
icml-camera-ready.
Working principles
- Start with the current ICML official pages, not last year's memory.
- Maintain a table mapping claims to main-paper evidence, appendix evidence, code/data, and limitations.
- Keep anonymous review artifacts and public release artifacts as separate states.
- Treat reciprocal reviewing, reviewer LLM policy, impact statements, lay summaries, and public original-submission release as first-class workflow items.
- Decide early whether a paper is really an ICML main-track paper or better suited to a position paper, workshop, NeurIPS, ICLR, AISTATS, TMLR, JMLR, or a domain venue.
Deadline cadence (verify against the current CFP)
ICML runs an abstract deadline before the full-paper deadline, and the 2026 cycle freezes the author list at the abstract stage. Treat the cadence as: abstract and author list locked, then full PDF and supplement, then reviews, then the response window, then one discussion round, then decisions, then camera-ready and the PMLR-bound proceedings. Never hard-code the exact dates here; reopen the current year's CFP because they move annually.
Show full SKILL.md (148 more words)Show less
Stage-to-risk router
| Stage | Dominant ICML risk | First skill to open |
|---|---|---|
| Fit | Wrong track (main vs Position Papers) | icml-topic-selection |
| Drafting | Claim outruns evidence in 8 pages | icml-writing-style, icml-experiments |
| Pre-submission | Anonymity or page-limit desk reject | icml-submission |
| Response | One-round rebuttal misallocated | icml-author-response |
| Accepted | Public-record exposure on OpenReview | icml-camera-ready |
Worked routing pass
A team has an adaptive-optimizer paper with a convergence proof and ImageNet-scale benchmarks. The router sends them first to topic selection (confirm main-track, not Position Papers), then to experiments and writing-style for the tuned-baseline and compute-disclosure gaps, then to submission for the OpenReview and format-checker audit. Each handoff records the official page to reopen so the plan never relies on last year's remembered rules. After decisions, an accepted paper flows to camera-ready with its public-record state in mind, while a rejected one loops back to topic selection or reroute, carrying the reviewer-quotable issue into the next venue choice.
Output format
[Current stage] fit / drafting / pre-submission / review / response / camera-ready / reroute
[Next skill] <ICML skill>
[Official source to open] <CFP/Author Instructions/FAQ/OpenReview/LLM policy>
[Blocking gap] <policy/evidence/artifact/writing/public-record>
[Next action] <concrete task>© 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 ICML-Skills/skills/icml-workflow of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Icml 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 |
|---|---|---|---|---|---|---|
| Icml Workflow this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1k | 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 |
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 Icml Workflow
What does Icml Workflow do?
A skill your agent uses when planning or sequencing an ICML manuscript workflow end to end - from topic selection and drafting through OpenReview submission, double-blind review, author response…. Icml Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when planning or sequencing an ICML manuscript workflow end to end - from topic selection and drafting through OpenReview submission, double-blind review, author response, camera-ready, PMLR publication, public original-submission release, and rerouting decisions.
When should I use Icml Workflow?
Icml Workflow fits situations like: sequencing an ICML manuscript workflow end to end - from topic selection and drafting through OpenReview submission; double-blind review; author response; PMLR publication.
How do I install Icml Workflow in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icml-workflow -a claude-code`. Or copy the skill folder (ICML-Skills/skills/icml-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/icml-workflow in your project. Claude Code loads it when a task matches its description.
How do I install Icml Workflow in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icml-workflow -a codex`. Or copy the skill folder (ICML-Skills/skills/icml-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/icml-workflow in your project. Codex loads it when a task matches its description.
Can I use Icml Workflow 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 icml-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/icml-workflow, .gemini/skills/icml-workflow, .github/skills/icml-workflow and .opencode/skills/icml-workflow in your project.
What does Icml Workflow need to run?
SKILL.md names no scripts, command-line tools or credentials: Icml Workflow is instructions for the agent only.
Does Icml Workflow 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 Icml Workflow 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 Icml Workflow use?
Icml Workflow 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 Icml Workflow use?
About 1k tokens (SKILL.md is roughly 4.1k 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 Icml Workflow?
Skills that share tags, products or a category with Icml 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.
Who maintains Icml Workflow?
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.