Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
Agent skill
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when stating the learning/motivation theory and hypotheses for a Journal of Educational Psychology manuscript.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jedpsych-theory-and-hypotheses -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jedpsych-theory-and-hypotheses --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-theory-and-hypotheses .claude/skills/jedpsych-theory-and-hypotheses && 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-theory-and-hypotheses" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Educational-Psychology-Skills/skills/jedpsych-theory-and-hypotheses into .claude/skills/jedpsych-theory-and-hypotheses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jedpsych-theory-and-hypotheses", 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-theory-and-hypothesesType 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-theory-and-hypotheses -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jedpsych-theory-and-hypotheses --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-theory-and-hypotheses .agents/skills/jedpsych-theory-and-hypotheses && 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-theory-and-hypotheses" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Educational-Psychology-Skills/skills/jedpsych-theory-and-hypotheses into .agents/skills/jedpsych-theory-and-hypotheses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jedpsych-theory-and-hypotheses", 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-theory-and-hypotheses -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jedpsych-theory-and-hypotheses --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-theory-and-hypotheses .cursor/skills/jedpsych-theory-and-hypotheses && 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-theory-and-hypotheses" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Educational-Psychology-Skills/skills/jedpsych-theory-and-hypotheses into .cursor/skills/jedpsych-theory-and-hypotheses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jedpsych-theory-and-hypotheses", 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-theory-and-hypotheses--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-theory-and-hypotheses -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jedpsych-theory-and-hypotheses --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-theory-and-hypotheses .gemini/skills/jedpsych-theory-and-hypotheses && 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-theory-and-hypotheses" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Educational-Psychology-Skills/skills/jedpsych-theory-and-hypotheses into .gemini/skills/jedpsych-theory-and-hypotheses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jedpsych-theory-and-hypotheses", 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-theory-and-hypothesesInstalls 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-theory-and-hypotheses -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-theory-and-hypotheses .github/skills/jedpsych-theory-and-hypotheses && 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-theory-and-hypotheses" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Educational-Psychology-Skills/skills/jedpsych-theory-and-hypotheses into .github/skills/jedpsych-theory-and-hypotheses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jedpsych-theory-and-hypotheses", 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-theory-and-hypotheses -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-theory-and-hypotheses --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-theory-and-hypotheses .opencode/skills/jedpsych-theory-and-hypotheses && 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-theory-and-hypotheses" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Educational-Psychology-Skills/skills/jedpsych-theory-and-hypotheses into .opencode/skills/jedpsych-theory-and-hypotheses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jedpsych-theory-and-hypotheses", 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.
jedpsych-theory-and-hypothesesA skill your agent uses when stating the learning/motivation theory and hypotheses for a Journal of Educational Psychology manuscript.
Jedpsych Theory And Hypotheses is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when stating the learning/motivation theory and hypotheses for a Journal of Educational Psychology manuscript. JEP expects a clear psychological mechanism, directional hypotheses tied to that theory, and an honest separation of confirmatory (ideally preregistered) from exploratory analyses. Structures the argument; it does not run analyses.
Its SKILL.md is about 1.7k 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.
5 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.
Jedpsych Theory And Hypotheses loads about 1.7k tokens when it runs. Until then it costs about 94 tokens; SKILL.md has 634 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). 634 words, ~1,711 tokens.
.claude/skills/jedpsych-theory-and-hypotheses/SKILL.md (or your agent's skills folder).The Journal of Educational Psychology rewards a clear psychological mechanism for an educational phenomenon and honest hypothesis status. Because JEP is a research journal in educational psychology, the theory must explain learning, motivation, engagement, or achievement — not merely report that an intervention worked. The cardinal rule mirrors the credibility era: state theory and confirmatory hypotheses before the data, and label exploratory results as exploratory.
jedpsych-study-design).A reading-comprehension strategy-instruction field trial, written so hypothesis status is legible.
Theory: Explicit strategy instruction builds metacognitive monitoring,
which lets readers allocate effort to comprehension breakdowns,
improving inference on novel texts.
H1 (confirmatory, preregistered):
Strategy-instruction classrooms outperform business-as-usual on a
transfer comprehension task (directional; classroom-level effect).
H2 (confirmatory, preregistered): The effect is mediated by gains in a
metacognitive-monitoring measure (mechanism test).
H3 (exploratory): Larger gains for initially low-comprehension students
(aptitude-treatment interaction; flagged for future confirmation).
Disconfirming: a near-zero classroom-level effect, or no monitoring gain,
counts against the metacognitive account — stated up front.Name the boundary of the claim rather than implying universal scope across grades, subjects, and contexts. Confirm current wording against the journal's submission guidelines, but include the substance:
Constraints on generality: We expect H1 to hold for upper-elementary
readers in general-education classrooms with the studied text genre. We do
not claim it generalizes to early decoding, to multilingual learners
without adaptation, or to fully online instruction without further test.| Reviewer pushback | JEP fix |
|---|---|
| "Atheoretical — reads as program evaluation" | state the learning/motivation mechanism and a mediation test, not just outcome means |
| "This looks HARKed" | show the preregistration / analysis plan timestamp; relabel post hoc analyses exploratory |
| "Mechanism untested" | add the mediator measure and a preregistered mediation hypothesis |
| "Claims outrun the sample" | scope hypotheses to the grades/subjects/settings studied; add a constraints clause |
| "Non-directional hypothesis" | commit to a sign and an educationally meaningful magnitude |
【Mechanism】the learning/motivation process, briefly
【Hypotheses】directional, testable (H1, H2, …), with a mediation/mechanism test
【Status】which are confirmatory (preregistered?) vs exploratory
【Disconfirming evidence】what would count against the mechanism
【Level】individual vs classroom/school — matched to the claim
【Next】jedpsych-literature-positioning../../resources/external_tools.md — preregistration templates and analysis-plan tools../../resources/official-source-map.md — preregistration and JARS reporting standards© 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-Educational-Psychology-Skills/skills/jedpsych-theory-and-hypotheses of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Jedpsych Theory And Hypotheses 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 Theory And Hypotheses this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.7k | 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 |
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
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.
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.
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.
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
brycewang-stanford/Awesome-Journal-Skills
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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…
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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…
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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 stating the learning/motivation theory and hypotheses for a Journal of Educational Psychology manuscript. Jedpsych Theory And Hypotheses is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when stating the learning/motivation theory and hypotheses for a Journal of Educational Psychology manuscript.
Jedpsych Theory And Hypotheses fits situations like: stating the learning/motivation theory and hypotheses for a Journal of Educational Psychology manuscript.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jedpsych-theory-and-hypotheses -a claude-code`. Or copy the skill folder (Journal-of-Educational-Psychology-Skills/skills/jedpsych-theory-and-hypotheses in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jedpsych-theory-and-hypotheses in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jedpsych-theory-and-hypotheses -a codex`. Or copy the skill folder (Journal-of-Educational-Psychology-Skills/skills/jedpsych-theory-and-hypotheses in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jedpsych-theory-and-hypotheses 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 jedpsych-theory-and-hypotheses -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-theory-and-hypotheses, .gemini/skills/jedpsych-theory-and-hypotheses, .github/skills/jedpsych-theory-and-hypotheses and .opencode/skills/jedpsych-theory-and-hypotheses in your project.
SKILL.md names no scripts, command-line tools or credentials: Jedpsych Theory And Hypotheses 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.
Jedpsych Theory And Hypotheses is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 6.8k 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 Jedpsych Theory And Hypotheses: 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.
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.