Paper Review
EvoScientist/EvoSkills
Guides self-review of YOUR OWN academic paper before submission with adversarial stress-testing.
A skill your agent uses when you need to understand how the Journal of Applied Psychology (JAP) evaluates a manuscript — masked (anonymized) peer review, the action-editor model, the dual gate of…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill joap-review-process -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills joap-review-process --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-review-process .claude/skills/joap-review-process && 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-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Applied-Psychology-Skills/skills/joap-review-process into .claude/skills/joap-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joap-review-process", 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-review-processType 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-review-process -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills joap-review-process --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-review-process .agents/skills/joap-review-process && 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-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Applied-Psychology-Skills/skills/joap-review-process into .agents/skills/joap-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joap-review-process", 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-review-process -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills joap-review-process --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-review-process .cursor/skills/joap-review-process && 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-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Applied-Psychology-Skills/skills/joap-review-process into .cursor/skills/joap-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joap-review-process", 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-review-process--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-review-process -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills joap-review-process --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-review-process .gemini/skills/joap-review-process && 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-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Applied-Psychology-Skills/skills/joap-review-process into .gemini/skills/joap-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joap-review-process", 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-review-processInstalls 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-review-process -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-review-process .github/skills/joap-review-process && 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-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Applied-Psychology-Skills/skills/joap-review-process into .github/skills/joap-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joap-review-process", 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-review-process -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-review-process --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-review-process .opencode/skills/joap-review-process && 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-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Applied-Psychology-Skills/skills/joap-review-process into .opencode/skills/joap-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joap-review-process", 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.
joap-review-processA skill your agent uses when you need to understand how the Journal of Applied Psychology (JAP) evaluates a manuscript — masked (anonymized) peer review, the action-editor model, the dual gate of…
Joap Review Process is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when you need to understand how the Journal of Applied Psychology (JAP) evaluates a manuscript — masked (anonymized) peer review, the action-editor model, the dual gate of theoretical contribution and measurement/design rigor, and common desk-reject patterns. Use when stress-testing a paper before submission or interpreting a decision letter. Sets expectations and shapes the paper to survive review; it does not contact editors.
Its SKILL.md is about 1.5k 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, covering Load testing and Peer review. 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.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Joap Review Process loads about 1.5k tokens when it runs. Until then it costs about 114 tokens; SKILL.md has 519 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). 519 words, ~1,509 tokens.
.claude/skills/joap-review-process/SKILL.md (or your agent's skills folder).JAP is selective and exacting. Reviewers and the action editor weigh theoretical contribution and methodological rigor together — an interesting finding with weak measurement, and a flawless design with no theory advance, are both common rejections. Review is masked (anonymized). Knowing how the gate works lets you pre-empt the standard rejection reasons.
joap-submission).| Gate | What reviewers ask | Where to fix it |
|---|---|---|
| Theoretical contribution | Is there a new mechanism/boundary/integration? | joap-theory-and-hypotheses, joap-literature-positioning |
| Construct validity / measurement | Are the constructs validly measured? | joap-study-design |
| Causal / inferential warrant | Does the design support the claim (CMV, nesting)? | joap-study-design, joap-data-analysis |
| Analytic rigor | SEM fit, indirect-effect CIs, multilevel done right? | joap-data-analysis |
| Transparency | Data/materials/code shared under TOP? | joap-open-science-and-transparency |
The dual gate means many manuscripts never reach external review. Confirm current categories on the official page, but recognize these shapes:
| Pattern an editor sees | Likely outcome | Pre-empt it by |
|---|---|---|
| Rigorous study, no theoretical advance | desk reject | state the new mechanism/boundary/integration up front |
| Cross-sectional single-source self-report | desk reject (rigor) | add temporal/source separation or an experimental leg |
| Better fit for a sibling venue | desk reject (fit) | make the I-O micro/measurement contribution explicit |
| Mediation by Sobel/steps; OLS on nested data | thin-method flag | modern indirect-effect CIs; multilevel models |
| "Data available on request," no DOIs | returned for compliance | deposit with persistent IDs before submitting |
Manuscript: two-wave multilevel field study (612 in 74 teams) + lab experiment,
servant leadership → safety → performance, open data/materials/code,
experiment preregistered, indirect-effect CI reported.
Editor read: contribution (cross-level mechanism + boundary), rigor (temporal +
multilevel + experimental leg), transparency (TOP-aligned — strong).
Likely route: external review, probable major R&R (added robustness/alternative
models, sharper boundary theory).
Counter-case: same finding, one cross-sectional single-source survey, no prereg,
request-only data → likely desk reject.【Theoretical contribution】clear + new? [Y/N]
【Construct validity / measurement】adequate? [Y/N]
【Causal / inferential warrant】CMV + nesting handled? [Y/N]
【Analytic rigor】SEM fit / indirect CIs / multilevel correct? [Y/N]
【Transparency】data/materials/code + preregistration strong? [Y/N]
【Realistic outcome】desk reject / R&R / accept
【Next】joap-submission (or joap-rebuttal if decided)../../resources/official-source-map.md — masked review model, TOP weighting, action-editor process© 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 Journal-of-Applied-Psychology-Skills/skills/joap-review-process of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Joap Review Process 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 Review Process this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Paper ReviewEvoScientist/EvoSkills | 478 | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | |
| Weakness Scannerflonat/flonat-research | 146 | — | ~1.5k | Automated safety check: Pass | MIT | |
| LLM Counciltenfoldmarc/llm-council-skill | 823 | 1 repos | ~4.2k | Automated safety check: Pass | None | |
| Paper ReviewCamusGIT/EvoQuant | 151 | 2 repos | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Review Paperpedrohcgs/claude-code-my-workflow | 1.7k | — | ~7.3k | Automated safety check: Pass | MIT |
EvoScientist/EvoSkills
Guides self-review of YOUR OWN academic paper before submission with adversarial stress-testing.
flonat/flonat-research
Identify recurring weak arguments, unsupported assumptions, and vulnerable inference patterns across a literature corpus.
tenfoldmarc/llm-council-skill
Run any question, idea, or decision through a council of 5 AI advisors who independently analyze it, peer-review each other anonymously, and synthesize a final verdict.
CamusGIT/EvoQuant
Guides self-review of YOUR OWN academic paper before submission with adversarial stress-testing.
pedrohcgs/claude-code-my-workflow
Comprehensive manuscript review with three modes: single-pass (default), --adversarial critic-fixer loop, and --peer [journal] simulated peer-review pipeline (editor + 2 dispositioned referees +…
aipoch/medical-research-skills
Simulate structured grant peer review for biomedical proposals; use when stress-testing significance, innovation, approach, feasibility, and reviewer-facing weaknesses before submission.
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 you need to understand how the Journal of Applied Psychology (JAP) evaluates a manuscript — masked (anonymized) peer review, the action-editor model, the dual gate of…. Joap Review Process is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when you need to understand how the Journal of Applied Psychology (JAP) evaluates a manuscript — masked (anonymized) peer review, the action-editor model, the dual gate of theoretical contribution and measurement/design rigor, and common desk-reject patterns.
Joap Review Process fits situations like: you need to understand how the Journal of Applied Psychology (JAP) evaluates a manuscript — masked (anonymized) peer review; the action-editor model; the dual gate of theoretical contribution and measurement/design rigor; common desk-reject patterns.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill joap-review-process -a claude-code`. Or copy the skill folder (Journal-of-Applied-Psychology-Skills/skills/joap-review-process in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/joap-review-process in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill joap-review-process -a codex`. Or copy the skill folder (Journal-of-Applied-Psychology-Skills/skills/joap-review-process in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/joap-review-process 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 joap-review-process -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-review-process, .gemini/skills/joap-review-process, .github/skills/joap-review-process and .opencode/skills/joap-review-process in your project.
SKILL.md names no scripts, command-line tools or credentials: Joap Review Process 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.
Joap Review Process is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.5k tokens (SKILL.md is roughly 6k 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 Joap Review Process: Paper Review (EvoScientist/EvoSkills, 478 stars), Weakness Scanner (flonat/flonat-research, 146 stars), LLM Council (tenfoldmarc/llm-council-skill, 823 stars) and Paper Review (CamusGIT/EvoQuant, 151 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.