Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when running the final pre-submission preflight for the Journal of Applied Psychology (JAP) via Editorial Manager — APA 7th-edition style, the APA submission/masking…
Install Joap Submission
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill joap-submission -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills joap-submission --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/Journal-of-Applied-Psychology-Skills/skills/joap-submission .claude/skills/joap-submission && 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 "joap-submission" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Applied-Psychology-Skills/skills/joap-submission into .claude/skills/joap-submission/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joap-submission", 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/Journal-of-Applied-Psychology-Skills/skills/joap-submissionType 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 joap-submission -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills joap-submission --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/Journal-of-Applied-Psychology-Skills/skills/joap-submission .agents/skills/joap-submission && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "joap-submission" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Applied-Psychology-Skills/skills/joap-submission into .agents/skills/joap-submission/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joap-submission", 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 joap-submission -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills joap-submission --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/Journal-of-Applied-Psychology-Skills/skills/joap-submission .cursor/skills/joap-submission && 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 "joap-submission" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Applied-Psychology-Skills/skills/joap-submission into .cursor/skills/joap-submission/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joap-submission", 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 Journal-of-Applied-Psychology-Skills/skills/joap-submission--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 joap-submission -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills joap-submission --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/Journal-of-Applied-Psychology-Skills/skills/joap-submission .gemini/skills/joap-submission && 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 "joap-submission" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Applied-Psychology-Skills/skills/joap-submission into .gemini/skills/joap-submission/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joap-submission", 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 joap-submissionInstalls 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 joap-submission -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/Journal-of-Applied-Psychology-Skills/skills/joap-submission .github/skills/joap-submission && 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 "joap-submission" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Applied-Psychology-Skills/skills/joap-submission into .github/skills/joap-submission/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joap-submission", 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 joap-submission -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 joap-submission --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/Journal-of-Applied-Psychology-Skills/skills/joap-submission .opencode/skills/joap-submission && 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 "joap-submission" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Applied-Psychology-Skills/skills/joap-submission into .opencode/skills/joap-submission/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joap-submission", 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
joap-submission- GitHub stars
- 1.2k
- Token cost
- ~1.8k tokens
- SKILL.md length
- 612 words
- Files
- 2
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when running the final pre-submission preflight for the Journal of Applied Psychology (JAP) via Editorial Manager — APA 7th-edition style, the APA submission/masking…
- Running the final pre-submission preflight for the Journal of Applied Psychology (JAP) via Editorial Manager — APA 7th-edition style
- SKILL.md covers When to trigger, Process facts (verify volatile…, Preflight checklist and Worked micro-example —…, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- The APA submission/masking checklist
What it does
Joap Submission is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when running the final pre-submission preflight for the Journal of Applied Psychology (JAP) via Editorial Manager — APA 7th-edition style, the APA submission/masking checklist, anonymization for masked review, the structured abstract, the data-availability/TOP statement, and persistent identifiers for data/materials/code. Final checks; it does not draft content.
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `templates/checklist.md`).
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
- Running the final pre-submission preflight for the Journal of Applied Psychology (JAP) via Editorial Manager — APA 7th-edition style
- The APA submission/masking checklist
- Anonymization for masked review
- The structured abstract
Example prompts
- “/joap-submission”
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
Joap Submission loads about 1.8k tokens when it runs. Until then it costs about 96 tokens; SKILL.md has 612 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). 612 words, ~1,763 tokens.
Download SKILL.mdSave it as
.claude/skills/joap-submission/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- joap-submission
- description
- Use when running the final pre-submission preflight for the Journal of Applied Psychology (JAP) via Editorial Manager — APA 7th-edition style, the APA submission/masking checklist, anonymization for masked review, the structured abstract, the data-availability/TOP statement, and persistent identifiers for data/materials/code. Final checks; it does not draft content.
Submission Preflight (joap-submission)
The last check before submitting through Editorial Manager (editorialmanager.com/apl). Three
things sink JAP submissions most often: a missing or weak theoretical contribution surfacing late,
broken masking, and incomplete open-science compliance. Verify volatile specifics (length caps,
abstract limit, checklist contents, current editor) on the official APA page first.
When to trigger
- "Submitting tomorrow" — last pass before upload
- Unsure what the masking and open-science requirements demand
- Confirming the abstract, anonymization, data-availability statement, and deposits are in order
Process facts (verify volatile items on the official page)
- Owner / publisher: American Psychological Association (APA). ISSN 0021-9010 / e-ISSN 1939-1854.
- Portal: Editorial Manager,
editorialmanager.com/apl. - Review: masked (anonymized) — keep author identity out of the manuscript and repository links.
- Submission checklist: completing the APA-published submission/masking checklist is required at upload and signifies you have read and will follow the guidelines.
- Style: APA 7th edition throughout.
- Article types: Feature Article (length commensurate with contribution); Research Report (tighter; confirm current page cap, 待核实); theory-development / integrative review; qualitative; meta-analysis.
- Abstract: structured, content-bearing; confirm the current word limit (commonly ~250 words; 待核实).
- Open science (TOP): empirical work (including meta-analyses) held to the TOP framework — data/materials/code availability with DOIs, a data-availability statement, and preregistration weighed (effective for empirical submissions; confirm current TOP level, 待核实).
- Current Editor: Mo Wang (University of Florida), Editor-in-Chief from January 2026, succeeding Lillian T. Eby (web-verified 2026-06-22; re-verify the live masthead before submission).
Preflight checklist
Style & format
- APA 7th edition throughout (headings, statistics with ES + CI, references)
- Article type chosen; length appropriate (Feature Article vs Research Report cap, 待核实)
- Structured abstract within the current limit (待核实); states contribution, design, samples, result
- Tables/figures APA 7th; Table 1 has reliabilities; path tables/figures carry CIs and fit indices
Masking (for anonymized review)
- No author names/affiliations anywhere in the manuscript
- Self-citations neutralized ("as we showed in…" removed)
- Repository / preregistration links anonymized (e.g., OSF anonymized view)
- Identifying file metadata stripped (document properties, tracked-change authors)
- Separate, non-anonymous title page prepared as a distinct file
Open science (TOP)
- Data deposited + DOI + codebook (or justified exemption)
- Materials (scales, manipulations, instructions) deposited + DOI
- Analysis code deposited; reproduces results in a fresh session
- Data-availability / transparency statement drafted per current TOP wording
- Prior-use disclosure if the dataset overlaps another paper
- Preregistration linked (anonymized); confirmatory/exploratory split consistent
Show full SKILL.md (243 more words)Show less
Stats & rigor
- Measurement model reported (CFA fit + reliability) before structure
- Effect sizes + CIs for key paths; indirect effects with bootstrap/Monte Carlo CIs
- Nesting modeled (ICC/r_wg); CMV remedies stated
- Full disclosure of N-determination, exclusions, conditions, measures
Worked micro-example — preflight verdict (illustrative)
Running the servant-leadership package through the gate the night before upload:
Style: APA 7th throughout; structured abstract drafted (confirm limit) → PASS*
Contribution: cross-level mechanism + boundary stated by p.3 → PASS
Masking: no names; self-cites neutralized; OSF anonymized-view links;
PDF metadata stripped; separate title page → PASS
Open sci: data + materials + code each have a DOI; data-availability
statement + prior-use note; experiment preregistration linked → PASS
Stats: CFA fit + reliabilities reported; indirect = .13, 95% CI [.05, .23];
multilevel model + ICC/r_wg; CMV remedies declared → PASS
Verdict: ready to upload to Editorial Manager.
*Re-confirm the current abstract limit and Research Report cap on the APA page.Last-mile failure modes that trigger a return
| Failure | Caught by | Quick fix |
|---|---|---|
| Author name in self-citation or OSF link | masking check | neutralize self-cites; switch to anonymized view |
| Abstract over the current limit | abstract check | cut to the limit; keep contribution + design + result |
| "Data on request" instead of a DOI | open-science check | deposit and mint a persistent identifier |
| No data-availability statement | TOP check | draft it from the live DOIs |
| Table 1 missing reliabilities; paths lack CIs | exhibit check | add ω to the diagonal; add CIs + fit indices |
Volatile specifics (length caps, abstract limit, TOP level, checklist contents, current editor) change. Re-confirm every item above against the journal's current submission guidelines before relying on it. See
templates/checklist.mdfor a copy-paste preflight list.
Anti-patterns
- Submitting with the theoretical contribution buried or absent
- Broken masking (names, self-references, or identifying repository links)
- "Available on request" instead of persistent DOIs; missing data-availability statement
- Abstract over the current limit or missing the contribution/design/result
- Tables/figures without reliabilities, CIs, or fit indices
Output format
【Style】APA 7th + article type + abstract within limit (待核实)? [Y/N]
【Contribution legible early?】[Y/N]
【Masking】manuscript + self-cites + repo links + metadata + title page? [Y/N]
【Open science】data + materials + code + DOIs + availability statement? [Y/N]
【Stats】measurement model + ES/CIs + indirect CIs + nesting + disclosure? [Y/N]
【Next】await decision → joap-rebuttal on R&RSupplementary resources
templates/checklist.md— copy-paste pre-submission preflight checklist../../resources/external_tools.md— repositories, DOIs,papaja, SEM/HLM/meta tooling../../resources/official-source-map.md— official APA Journal of Applied Psychology URLs behind every fact in this pack
© 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
SKILL.md and 1 other file in Journal-of-Applied-Psychology-Skills/skills/joap-submission of brycewang-stanford/Awesome-Journal-Skills.
- SKILL.md
- templates/checklist.md
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Joap Submission 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 |
|---|---|---|---|---|---|---|
| Joap Submission this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.8k | 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 |
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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
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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
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Research what people actually say about any topic in the last 30 days.
Peer Review
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Structured manuscript/grant review with checklist-based evaluation.
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Categories
Questions about Joap Submission
What does Joap Submission do?
A skill your agent uses when running the final pre-submission preflight for the Journal of Applied Psychology (JAP) via Editorial Manager — APA 7th-edition style, the APA submission/masking…. Joap Submission is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when running the final pre-submission preflight for the Journal of Applied Psychology (JAP) via Editorial Manager — APA 7th-edition style, the APA submission/masking checklist, anonymization for masked review, the structured abstract, the data-availability/TOP statement, and persistent identifiers for data/materials/code.
When should I use Joap Submission?
Joap Submission fits situations like: running the final pre-submission preflight for the Journal of Applied Psychology (JAP) via Editorial Manager — APA 7th-edition style; the APA submission/masking checklist; anonymization for masked review; the structured abstract.
How do I install Joap Submission in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill joap-submission -a claude-code`. Or copy the skill folder (Journal-of-Applied-Psychology-Skills/skills/joap-submission in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/joap-submission in your project. Claude Code loads it when a task matches its description.
How do I install Joap Submission in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill joap-submission -a codex`. Or copy the skill folder (Journal-of-Applied-Psychology-Skills/skills/joap-submission in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/joap-submission in your project. Codex loads it when a task matches its description.
Can I use Joap Submission 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 joap-submission -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/joap-submission, .gemini/skills/joap-submission, .github/skills/joap-submission and .opencode/skills/joap-submission in your project.
What does Joap Submission need to run?
SKILL.md names no scripts, command-line tools or credentials: Joap Submission is instructions for the agent only.
Does Joap Submission 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 Joap Submission 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 Joap Submission use?
Joap Submission 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 Joap Submission use?
About 1.8k tokens (SKILL.md is roughly 7.1k 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 Joap Submission?
Skills that share tags, products or a category with Joap Submission: 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 Joap Submission?
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.