Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when planning a PPoPP submission campaign end to end, sequencing the summer paper deadline, the author-response rebuttal window, notification, the post-acceptance CGO-shared…
Install Ppopp Workflow
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ppopp-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ppopp-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/PPoPP-Skills/skills/ppopp-workflow .claude/skills/ppopp-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 "ppopp-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PPoPP-Skills/skills/ppopp-workflow into .claude/skills/ppopp-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppopp-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/PPoPP-Skills/skills/ppopp-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 ppopp-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ppopp-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/PPoPP-Skills/skills/ppopp-workflow .agents/skills/ppopp-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 "ppopp-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PPoPP-Skills/skills/ppopp-workflow into .agents/skills/ppopp-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppopp-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 ppopp-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ppopp-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/PPoPP-Skills/skills/ppopp-workflow .cursor/skills/ppopp-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 "ppopp-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PPoPP-Skills/skills/ppopp-workflow into .cursor/skills/ppopp-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppopp-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 PPoPP-Skills/skills/ppopp-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 ppopp-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ppopp-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/PPoPP-Skills/skills/ppopp-workflow .gemini/skills/ppopp-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 "ppopp-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PPoPP-Skills/skills/ppopp-workflow into .gemini/skills/ppopp-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppopp-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 ppopp-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 ppopp-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/PPoPP-Skills/skills/ppopp-workflow .github/skills/ppopp-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 "ppopp-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PPoPP-Skills/skills/ppopp-workflow into .github/skills/ppopp-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppopp-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 ppopp-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 ppopp-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/PPoPP-Skills/skills/ppopp-workflow .opencode/skills/ppopp-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 "ppopp-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PPoPP-Skills/skills/ppopp-workflow into .opencode/skills/ppopp-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppopp-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
ppopp-workflow- GitHub stars
- 1.2k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 469 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when planning a PPoPP submission campaign end to end, sequencing the summer paper deadline, the author-response rebuttal window, notification, the post-acceptance CGO-shared…
- Planning a PPoPP submission campaign end to end
- SKILL.md covers The cycle at a glance (PPoPP…, Backward plan from the deadline, The rebuttal window (author… and After notification, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Sequencing the summer paper deadline
What it does
Ppopp Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when planning a PPoPP submission campaign end to end, sequencing the summer paper deadline, the author-response rebuttal window, notification, the post-acceptance CGO-shared artifact-evaluation round, the camera-ready, and the presentation inside the co-located HPCA/CGO/PPoPP/CC week.
Its SKILL.md is about 1.2k 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: 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
- Planning a PPoPP submission campaign end to end
- Sequencing the summer paper deadline
- The author-response rebuttal window
- The post-acceptance CGO-shared artifact-evaluation round
Example prompts
- “/ppopp-workflow”
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
Ppopp Workflow loads about 1.2k tokens when it runs. Until then it costs about 76 tokens; SKILL.md has 469 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). 469 words, ~1,246 tokens.
Download SKILL.mdSave it as
.claude/skills/ppopp-workflow/SKILL.md (or your agent's skills folder).- name
- ppopp-workflow
- description
- Use when planning a PPoPP submission campaign end to end, sequencing the summer paper deadline, the author-response rebuttal window, notification, the post-acceptance CGO-shared artifact-evaluation round, the camera-ready, and the presentation inside the co-located HPCA/CGO/PPoPP/CC week.
PPoPP Workflow
Plan the whole cycle backward from the submission deadline. PPoPP's calendar is entangled with the
co-located HPCA/CGO/PPoPP/CC week, so several dates (artifact evaluation, camera-ready,
registration) move in step with CGO. The dates below are the PPoPP 2026/2027 snapshot read on
2026-07-09 (see resources/official-source-map.md); reopen the live Important Dates page first,
and confirm whether the year runs one submission round or two.
The cycle at a glance (PPoPP 2026, the 31st edition)
Sep 1, 2025 Full-paper submission (abstract 100-400 words + PDF), AoE
Oct 27-29 Author-response period (the rebuttal window)
Nov 10 Author notification
Nov 17 Artifact submission to the AE committee
Jan 5, 2026 Artifact-evaluation notification
Jan 9, 2026 Final (camera-ready) paper due
Jan 31-Feb 4 Conference, Sydney (co-located with HPCA/CGO/CC)For PPoPP 2027 (the 32nd edition, Salt Lake City, March 20–24, 2027), the summer round
posts submission 3 August 2026 (ppopp27-summer.hotcrp.com), author response 6–8 October
2026, notification 26 October 2026. Whether a fall round also runs is 待核实 — confirm
before you assume a second bite.
Backward plan from the deadline
T-0 Submission: 10-page two-column acmart PDF + 100-400 word abstract, double-blind
T-1wk Freeze the scalability figures; run the double-blind sweep; set PC+ERC conflicts
T-3wk Final experiments: fill in the core sweep, the strongest baseline, variance bars
T-6wk Draft complete; run ppopp-writing-style and ppopp-experiments against it
T-3mo Lock the study design: machines reserved, topology recorded, seeds fixedThe unmovable PPoPP-specific risk is machine time. Speedup curves, NUMA sweeps, and GPU runs need reserved, quiescent hardware; a shared cluster the week before the deadline yields noisy, unrepeatable numbers. Reserve the machine, and record its exact topology, before you need the final figures.
The rebuttal window (author response)
- The author-response period (PPoPP 2026: 27–29 October 2025) is a fixed 2–3 day window between reviews and notification. Treat it as a scheduled deliverable, not a surprise.
- It is short and word-capped; you cannot run a month of new experiments. The experiments that
answer "does it scale?" and "what about baseline X?" must be anticipated and pre-run before
reviews arrive. See
ppopp-author-response.
After notification
- Accepted for a talk: proceed to the artifact round and the camera-ready.
- Automatic poster consideration: a paper not accepted for a regular presentation is automatically considered for the poster track, with a two-page summary in the proceedings — a real, citable outcome. Decide in advance whether you would take it.
- Rejected outright: reroute via
ppopp-topic-selection(CGO/PLDI/ASPLOS/SC or a later PPoPP round) rather than resubmitting unchanged.
Show full SKILL.md (169 more words)Show less
The artifact round (post-acceptance, CGO-shared)
- Artifact submission comes about a week after notification (PPoPP 2026: 17 November 2025) and evaluation runs into the new year (notification 5 January 2026). It is separate from and independent of the camera-ready.
- PPoPP's AE culture is shared with co-located CGO; confirm each cycle which committee runs it
and which badge set applies. Build the reproducible package now —
ppopp-artifact-evaluationandppopp-reproducibility— not after the camera-ready.
Camera-ready and presentation
- Camera-ready (PPoPP 2026: 9 January 2026) de-anonymizes, completes ACM rights/metadata, and
fixes the artifact DOI and any earned badges — see
ppopp-camera-ready. - Presentation happens inside the co-located week; at least one author registers and presents. Registration and travel for the HPCA/CGO/PPoPP/CC venue are shared logistics — book early.
Calibration and reverify
- Confirm the number of submission rounds and every date on the current Important Dates page.
- Confirm the artifact deadline is post-acceptance and CGO-shared, and the exact badge set.
- Do not assume last year's cadence; the summer/fall split is exactly the kind of thing that moves.
Output format
[Cycle target] PPoPP 20XX (edition), submission round, location, co-located family
[Critical path] machine reservation -> experiments -> draft -> double-blind -> submit
[Rebuttal readiness] pre-run experiments for the likely "does it scale / baseline X" asks
[Post-notification] talk / poster (auto-considered) / reroute
[Artifact] AE submission date, badge target, CGO-shared? camera-ready separate© 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 PPoPP-Skills/skills/ppopp-workflow of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Ppopp 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 |
|---|---|---|---|---|---|---|
| Ppopp Workflow this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.2k | 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 | |
| Last30daysmvanhorn/last30days-skill | 64k | — | ~7.9k | 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.
Last30days
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
More from brycewang-stanford/Awesome-Journal-Skills
All 2,387 skills in this repoAaag Data Analysis
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…
Aaag Literature Positioning
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…
Aaag Rebuttal
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…
Aaag Research Design
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…
Aaag Review Process
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…
Aaag Submission
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…
Related
Categories
Questions about Ppopp Workflow
What does Ppopp Workflow do?
A skill your agent uses when planning a PPoPP submission campaign end to end, sequencing the summer paper deadline, the author-response rebuttal window, notification, the post-acceptance CGO-shared…. Ppopp Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when planning a PPoPP submission campaign end to end, sequencing the summer paper deadline, the author-response rebuttal window, notification, the post-acceptance CGO-shared artifact-evaluation round, the camera-ready, and the presentation inside the co-located HPCA/CGO/PPoPP/CC week.
When should I use Ppopp Workflow?
Ppopp Workflow fits situations like: planning a PPoPP submission campaign end to end; sequencing the summer paper deadline; the author-response rebuttal window; the post-acceptance CGO-shared artifact-evaluation round.
How do I install Ppopp Workflow in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ppopp-workflow -a claude-code`. Or copy the skill folder (PPoPP-Skills/skills/ppopp-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/ppopp-workflow in your project. Claude Code loads it when a task matches its description.
How do I install Ppopp Workflow in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ppopp-workflow -a codex`. Or copy the skill folder (PPoPP-Skills/skills/ppopp-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/ppopp-workflow in your project. Codex loads it when a task matches its description.
Can I use Ppopp 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 ppopp-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/ppopp-workflow, .gemini/skills/ppopp-workflow, .github/skills/ppopp-workflow and .opencode/skills/ppopp-workflow in your project.
What does Ppopp Workflow need to run?
SKILL.md names no scripts, command-line tools or credentials: Ppopp Workflow is instructions for the agent only.
Does Ppopp 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 Ppopp 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 Ppopp Workflow use?
Ppopp 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 Ppopp Workflow use?
About 1.2k tokens (SKILL.md is roughly 5k 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 Ppopp Workflow?
Skills that share tags, products or a category with Ppopp 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 Ppopp Workflow?
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.