Marketing Psychology
nexu-io/open-design
Apply psychological principles and behavioral science to copy and design.
Agent skill
Jedpsych Topic Selection
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when deciding whether an educational-psychology project fits the Journal of Educational Psychology and which manuscript type to target.
MITAuto-check passed
Install Jedpsych Topic Selection
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jedpsych-topic-selection -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jedpsych-topic-selection --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-Educational-Psychology-Skills/skills/jedpsych-topic-selection .claude/skills/jedpsych-topic-selection && 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 "jedpsych-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Educational-Psychology-Skills/skills/jedpsych-topic-selection into .claude/skills/jedpsych-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jedpsych-topic-selection", 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-Educational-Psychology-Skills/skills/jedpsych-topic-selectionType 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 jedpsych-topic-selection -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jedpsych-topic-selection --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-Educational-Psychology-Skills/skills/jedpsych-topic-selection .agents/skills/jedpsych-topic-selection && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jedpsych-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Educational-Psychology-Skills/skills/jedpsych-topic-selection into .agents/skills/jedpsych-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jedpsych-topic-selection", 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 jedpsych-topic-selection -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jedpsych-topic-selection --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-Educational-Psychology-Skills/skills/jedpsych-topic-selection .cursor/skills/jedpsych-topic-selection && 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 "jedpsych-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Educational-Psychology-Skills/skills/jedpsych-topic-selection into .cursor/skills/jedpsych-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jedpsych-topic-selection", 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-Educational-Psychology-Skills/skills/jedpsych-topic-selection--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 jedpsych-topic-selection -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jedpsych-topic-selection --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-Educational-Psychology-Skills/skills/jedpsych-topic-selection .gemini/skills/jedpsych-topic-selection && 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 "jedpsych-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Educational-Psychology-Skills/skills/jedpsych-topic-selection into .gemini/skills/jedpsych-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jedpsych-topic-selection", 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 jedpsych-topic-selectionInstalls 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 jedpsych-topic-selection -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-Educational-Psychology-Skills/skills/jedpsych-topic-selection .github/skills/jedpsych-topic-selection && 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 "jedpsych-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Educational-Psychology-Skills/skills/jedpsych-topic-selection into .github/skills/jedpsych-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jedpsych-topic-selection", 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 jedpsych-topic-selection -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 jedpsych-topic-selection --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-Educational-Psychology-Skills/skills/jedpsych-topic-selection .opencode/skills/jedpsych-topic-selection && 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 "jedpsych-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Educational-Psychology-Skills/skills/jedpsych-topic-selection into .opencode/skills/jedpsych-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jedpsych-topic-selection", 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
jedpsych-topic-selection- GitHub stars
- 1.2k
- Token cost
- ~1.5k tokens
- SKILL.md length
- 544 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when deciding whether an educational-psychology project fits the Journal of Educational Psychology and which manuscript type to target.
- Works in 4 steps: Educational relevance. The phenomenon is… → Psychological theory. A… → Rigor for the setting. Adequately… → …
- Deciding whether an educational-psychology project fits the Journal of Educational Psychology and which manuscript type to target
- SKILL.md covers When to trigger, The fit test, Manuscript type and Fit scoring — worked example…, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jedpsych Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether an educational-psychology project fits the Journal of Educational Psychology and which manuscript type to target. JEP wants original, primary psychological research on learning and instruction that matters for real educational settings; it does not typically publish single-instrument reliability/validity studies. Frames the question; it does not collect data.
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.
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
- Deciding whether an educational-psychology project fits the Journal of Educational Psychology and which manuscript type to target
Example prompts
- “/jedpsych-topic-selection”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Educational relevance. The phenomenon is about learning, motivation, engagement, achievement,
- Psychological theory. A learning/motivation/cognitive mechanism predicts the effect; this is a
- Rigor for the setting. Adequately powered for its design — and if students are nested in classes
- Ecological validity. It speaks to real educational contexts, not only a stripped lab analog —
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
Jedpsych Topic Selection loads about 1.5k tokens when it runs. Until then it costs about 103 tokens; SKILL.md has 544 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). 544 words, ~1,516 tokens.
Download SKILL.mdSave it as
.claude/skills/jedpsych-topic-selection/SKILL.md (or your agent's skills folder).- name
- jedpsych-topic-selection
- description
- Use when deciding whether an educational-psychology project fits the Journal of Educational Psychology and which manuscript type to target. JEP wants original, primary psychological research on learning and instruction that matters for real educational settings; it does not typically publish single-instrument reliability/validity studies. Frames the question; it does not collect data.
Topic Selection & Fit (jedpsych-topic-selection)
The Journal of Educational Psychology publishes original, primary psychological research pertaining to education across all ages and educational levels (检索于 2026-06；以官网为准). The bar is a finding that is theoretically grounded, methodologically rigorous, and educationally consequential — it should change how psychologists understand learning, motivation, achievement, or instruction and matter for learners in schools, classrooms, or online settings. Use this skill to pressure-test fit before investing.
When to trigger
- Choosing among possible projects or framings for JEP
- A reader said the work feels "atheoretical," "not educational," or "just a lab effect"
- Deciding between a single study, a multi-study package, or a meta-analysis
- Unsure whether a measurement/validation paper belongs here (it usually does not)
The fit test
A strong JEP paper usually clears all four:
- Educational relevance. The phenomenon is about learning, motivation, engagement, achievement, reading/math/science learning, assessment, self-regulation, or instruction — and the result has a defensible implication for educational practice or policy. State who in education inherits the claim.
- Psychological theory. A learning/motivation/cognitive mechanism predicts the effect; this is a
psychological research journal, not a program-evaluation outlet (see
jedpsych-theory-and-hypotheses). - Rigor for the setting. Adequately powered for its design — and if students are nested in classes
or schools, the design and analysis must respect that nesting (see
jedpsych-study-design,jedpsych-data-analysis). - Ecological validity. It speaks to real educational contexts, not only a stripped lab analog — field trials, authentic tasks, and real learners strengthen fit.
Manuscript type
- Primary empirical article — a completed experiment, randomized field trial, quasi-experiment, or longitudinal study with a learning-relevant outcome.
- Multi-study article — several studies that build one cumulative claim (lab → classroom, mechanism → boundary, replication → extension); each study must add inference.
- Meta-analysis — published occasionally, only for exceptionally important syntheses pertinent to educational psychology; follow APA meta-analysis reporting standards.
- Out of scope (usually): reliability/validity studies of a specific test or instrument.
Fit scoring — worked example (illustrative)
Score a candidate against the four gates before investing. A reading-intervention project, two framings:
Candidate A (off-fit): a lab study showing a memory-encoding effect on word
lists, N = 60 undergraduates, no link to instruction.
Educational relevance ✗ Theory ✓ Rigor ~ (small) Ecological ✗
Verdict: off-fit for JEP → general cognition outlet, or rebuild as a
classroom learning study with an instructional implication.
Candidate B (strong): cluster-randomized comprehension-strategy intervention,
48 classrooms (~1,100 students), pretest covariate, transfer outcome.
Educational relevance ✓ (classroom reading) Theory ✓ (strategy-instruction
mechanism) Rigor ✓ (cluster-powered) Ecological ✓ (real classrooms)
Verdict: strong fit → primary empirical article.Show full SKILL.md (220 more words)Show less
Manuscript-type decision rules
| If the work is... | Target type | Why |
|---|---|---|
| One completed learning study, results in hand | Primary empirical article | the standard JEP slot |
| A cumulative claim built across studies | Multi-study article | each study must add inference, not repeat |
| A prospective classroom/school trial, not yet run | Primary article (preregister) | settle nesting + power before recruiting |
| A field-defining quantitative synthesis | Meta-analysis | only if "exceptionally important"; follow MARS |
| Validation of one instrument | Specialty measurement journal | JEP does not typically publish these |
Reviewer / editor pushback at the fit stage
- "Interesting psychology, but where is the education?" → name the instructional or policy implication and the real-setting evidence; if there is none, the venue is wrong.
- "This is program evaluation, not psychological research" → foreground the learning/motivation mechanism the study tests, not just whether the program worked.
- "Underpowered for a classroom effect" → power at the level of randomization; a student-level N hides a
small number of clusters (route to
jedpsych-study-design).
Anti-patterns
- A lab effect with no plausible bridge to learning or instruction
- A pure program evaluation with no psychological mechanism or theory
- A single-instrument reliability/validity paper (out of scope)
- A classroom study powered and pitched as if students were independent
- A meta-analysis pitched as routine rather than field-defining
Output format
【Question / effect】one sentence
【Educational relevance】who in education inherits the claim
【Theory】the learning/motivation mechanism
【Rigor + setting】powered for its design? ecologically valid?
【Type】Primary empirical / Multi-study / Meta-analysis
【Fit verdict】strong / needs reframing / off-fit (why)
【Next】jedpsych-theory-and-hypothesesSupplementary resources
../../resources/external_tools.md— power for nested designs, preregistration tools../../resources/official-source-map.md— JEP aims, scope, and accepted manuscript types
© 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 Journal-of-Educational-Psychology-Skills/skills/jedpsych-topic-selection of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jedpsych Topic Selection 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 |
|---|---|---|---|---|---|---|
| Jedpsych Topic Selection this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Marketing Psychologynexu-io/open-design | 100k | — | ~317 | Automated safety check: Pass | Apache-2.0 | |
| Table Fitasgeirtj/system_prompts_leaks | 69k | — | ~772 | Automated safety check: Pass | CC0-1.0 | |
| Add Educational Commentsgithub/awesome-copilot | 40k | 2 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Furniture Fit Checkpascalorg/editor | 25k | — | ~5.1k | Automated safety check: Pass | MIT | |
| TopicsZimoLiao/scholaraio | 577 | — | ~294 | Automated safety check: Pass | MIT |
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asgeirtj/system_prompts_leaks
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Add Educational Comments
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Furniture Fit Check
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Topics
ZimoLiao/scholaraio
A skill your agent uses when the user asks about research themes, topic distribution, BERTopic clustering, topic overview, topic papers, topic merges, or HTML topic visualizations.
Topic Modeling
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Structural topic modeling: STM spec, topic count, coherence-exclusivity.
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Questions about Jedpsych Topic Selection
What does Jedpsych Topic Selection do?
A skill your agent uses when deciding whether an educational-psychology project fits the Journal of Educational Psychology and which manuscript type to target. Jedpsych Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether an educational-psychology project fits the Journal of Educational Psychology and which manuscript type to target.
When should I use Jedpsych Topic Selection?
Jedpsych Topic Selection fits situations like: deciding whether an educational-psychology project fits the Journal of Educational Psychology and which manuscript type to target.
How do I install Jedpsych Topic Selection in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jedpsych-topic-selection -a claude-code`. Or copy the skill folder (Journal-of-Educational-Psychology-Skills/skills/jedpsych-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jedpsych-topic-selection in your project. Claude Code loads it when a task matches its description.
How do I install Jedpsych Topic Selection in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jedpsych-topic-selection -a codex`. Or copy the skill folder (Journal-of-Educational-Psychology-Skills/skills/jedpsych-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jedpsych-topic-selection in your project. Codex loads it when a task matches its description.
Can I use Jedpsych Topic Selection 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 jedpsych-topic-selection -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jedpsych-topic-selection, .gemini/skills/jedpsych-topic-selection, .github/skills/jedpsych-topic-selection and .opencode/skills/jedpsych-topic-selection in your project.
What does Jedpsych Topic Selection need to run?
SKILL.md names no scripts, command-line tools or credentials: Jedpsych Topic Selection is instructions for the agent only.
Does Jedpsych Topic Selection 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 Jedpsych Topic Selection 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 Jedpsych Topic Selection use?
Jedpsych Topic Selection 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 Jedpsych Topic Selection use?
About 1.5k tokens (SKILL.md is roughly 6.1k 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 Jedpsych Topic Selection?
Skills that share tags, products or a category with Jedpsych Topic Selection: Marketing Psychology (nexu-io/open-design, 100k stars), Table Fit (asgeirtj/system_prompts_leaks, 69k stars), Add Educational Comments (github/awesome-copilot, 40k stars) and Furniture Fit Check (pascalorg/editor, 25k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jedpsych Topic Selection?
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.