Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when deciding which jebo- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Journal of Economic Behavior & Organization (JEBO)…
Install Jebo Workflow
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jebo-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jebo-workflow --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow .claude/skills/jebo-workflow && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "jebo-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow into .claude/skills/jebo-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jebo-workflow", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflowType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jebo-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jebo-workflow --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow .agents/skills/jebo-workflow && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jebo-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow into .agents/skills/jebo-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jebo-workflow", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jebo-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jebo-workflow --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow .cursor/skills/jebo-workflow && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "jebo-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow into .cursor/skills/jebo-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jebo-workflow", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jebo-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jebo-workflow --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow .gemini/skills/jebo-workflow && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "jebo-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow into .gemini/skills/jebo-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jebo-workflow", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jebo-workflowInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jebo-workflow -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow .github/skills/jebo-workflow && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "jebo-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow into .github/skills/jebo-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jebo-workflow", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jebo-workflow -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jebo-workflow --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow .opencode/skills/jebo-workflow && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "jebo-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow into .opencode/skills/jebo-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jebo-workflow", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
jebo-workflow- GitHub stars
- 1.2k
- Token cost
- ~1.7k tokens
- SKILL.md length
- 720 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when deciding which jebo- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Journal of Economic Behavior & Organization (JEBO)…
- Works in 11 steps: jebo-topic-selection — confirm the… → jebo-literature-positioning — stake the… → jebo-identification — experimental… → …
- Deciding which jebo- sub-skill to invoke next
- SKILL.md covers Overview, When to trigger, Routing table and Default order, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jebo Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which jebo- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Journal of Economic Behavior & Organization (JEBO) submission. Routes by paper archetype — experiment, observational/behavioral empirics, behavioral theory, or agent-based simulation — but does not replace the specialized skills.
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.
When your agent uses it
- Deciding which jebo- sub-skill to invoke next
- Sequencing manuscript work from topic through rebuttal for a Journal of Economic Behavior & Organization (JEBO) submission
Example prompts
- “/jebo-workflow”
Workflow steps
11 steps, taken from the first numbered list in SKILL.md.
- jebo-topic-selection — confirm the behavioral question fits JEBO, not a sibling
- jebo-literature-positioning — stake the contribution vs. the behavioral frontier
- jebo-identification — experimental design or observational causal credibility
- jebo-theory-model — the behavioral model/mechanism that organizes the evidence
- jebo-robustness — demand effects, MHT, specification, inference
- jebo-tables-figures — treatment-comparison exhibits
- jebo-writing-style — make the mechanism land (abstract + intro last)
- jebo-replication-package — instructions + experiment code + data deposit
- jebo-referee-strategy — anticipate the modal JEBO referee
- jebo-submission — Editorial Manager preflight
- jebo-rebuttal — after the R&R
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
Jebo Workflow loads about 1.7k tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 720 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). 720 words, ~1,699 tokens.
Download SKILL.mdSave it as
.claude/skills/jebo-workflow/SKILL.md (or your agent's skills folder).- name
- jebo-workflow
- description
- Use when deciding which jebo-* sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Journal of Economic Behavior & Organization (JEBO) submission. Routes by paper archetype — experiment, observational/behavioral empirics, behavioral theory, or agent-based simulation — but does not replace the specialized skills.
JEBO Workflow Router (jebo-workflow)
Overview
This is the router. It tells you which jebo- skill to use at the current stage* of a manuscript aimed at the Journal of Economic Behavior & Organization (JEBO) — Elsevier's broad outlet for behavioral, experimental, and organizational economics: bounded rationality, social preferences, lab and field experiments, behavioral game theory, organizational behavior and institutions, evolutionary/adaptive economics, and economic psychology. JEBO is deliberately methodologically pluralist — it publishes theory, experiments, observational empirics, and agent-based simulation side by side — so the binding constraint depends heavily on which of those four you are writing.
Operational tells that you are at JEBO and not a sibling: the paper leads with a behavioral mechanism (a deviation from frictionless rational-actor benchmarks), not with a clean causal-policy number for its own sake (that is AEJ: Applied / J. Public Econ) and not with a theorem about equilibrium existence (that is GEB). Process facts, verified 检索于 2026-06；以官网为准: Elsevier, hosted on ScienceDirect, ISSN 0167-2681, founded 1980, monthly; submission via Elsevier Editorial Manager; single-anonymized review (referees anonymous, authors named); abstract ≤250 words, 1–7 keywords, JEL codes; author-date (Elsevier Harvard) references; data sharing encouraged via the Research Data policy / Mendeley Data, not a hard pre-acceptance gate. Editors (re-verified 2026-06-22 via Elsevier editorial board / IDEAS-RePEc): Daniel Houser (George Mason) and Daniela Puzzello (Indiana) — re-confirm on the live masthead before submission, as the roster rotates.
When to trigger
- The user asks "what should I do next?" on a JEBO-bound paper
- A draft's current bottleneck needs diagnosing
- Work is ping-ponging between design, mechanism, exhibits, and the response letter
- A JEBO decision letter arrived and the user needs to switch into revision mode
Routing table
| Current symptom | Next skill |
|---|---|
| Is this behavioral enough for JEBO, or is it ExpEcon / GEB / J. Public Econ? | jebo-topic-selection |
| Contribution vs. the behavioral/experimental frontier is fuzzy | jebo-literature-positioning |
| Experimental design, treatment, or observational causal design is shaky | jebo-identification |
| The behavioral model / mechanism is loose or decorative | jebo-theory-model |
| Results may be specification-, demand-effect-, or inference-sensitive | jebo-robustness |
| Treatment-comparison exhibits are dense or hard to read | jebo-tables-figures |
| Prose buries the mechanism; abstract/intro do not land | jebo-writing-style |
| z-Tree/oTree code, instructions, and data deposit need packaging | jebo-replication-package |
| Want to anticipate referee objections before submitting | jebo-referee-strategy |
| Ready to submit via Editorial Manager; need a preflight | jebo-submission |
| Received an R&R; need a response-letter strategy | jebo-rebuttal |
Default order
jebo-topic-selection— confirm the behavioral question fits JEBO, not a siblingjebo-literature-positioning— stake the contribution vs. the behavioral frontierjebo-identification— experimental design or observational causal credibilityjebo-theory-model— the behavioral model/mechanism that organizes the evidencejebo-robustness— demand effects, MHT, specification, inferencejebo-tables-figures— treatment-comparison exhibitsjebo-writing-style— make the mechanism land (abstract + intro last)jebo-replication-package— instructions + experiment code + data depositjebo-referee-strategy— anticipate the modal JEBO refereejebo-submission— Editorial Manager preflightjebo-rebuttal— after the R&R
jebo-writing-styleis late-stage polish; do not rewrite the intro before design and mechanism settle.
Show full SKILL.md (245 more words)Show less
Routing by paper archetype
JEBO spans four method families and the first bottleneck differs by family. Read the archetype, then enter the chain at the right link.
| Archetype | Likely first bottleneck | Enter at |
|---|---|---|
| Lab/field experiment (own data) | incentive compatibility, no-deception norm, pre-registration, comprehension checks | jebo-identification |
| Behavioral observational empirics | causal design (DID/IV/RD) + mapping estimate to a behavioral mechanism | jebo-identification → jebo-theory-model |
| Behavioral / bounded-rationality theory | a sharp testable prediction, not just a richer model | jebo-theory-model |
| Agent-based / evolutionary simulation | calibration discipline, parameter sweeps, reproducibility | jebo-theory-model → jebo-robustness |
Worked routing example (illustrative)
A user says: "My lab experiment on overconfidence and team formation works, but a referee says the result could be a demand effect and the link to the behavioral model is hand-wavy." Two distinct JEBO pushbacks: experimenter demand not ruled out (owned by jebo-robustness, with the design defense in jebo-identification) and mechanism not pinned to the model (owned by jebo-theory-model). Route to jebo-identification to firm the design, jebo-theory-model to make the prediction sharp, then jebo-robustness for the demand-effect controls before returning to exhibits and the rebuttal.
Anti-patterns
- Treating JEBO as interchangeable with Experimental Economics (ESA, method-focused) — JEBO wants the behavioral economics, not a pure design contribution
- Treating it as Games and Economic Behavior (formal game theory) or J. of Economic Psychology (psychology-first)
- Polishing prose before design, mechanism, and the evidence hierarchy are stable
- Letting the appendix carry a behavioral claim the main text must establish
- Quoting volatile process facts (editor, fees, limits) as permanent — mark them 待核实
Output format
【Target】Journal of Economic Behavior & Organization
【Archetype】experiment / observational / theory / simulation
【Current bottleneck】fit / contribution / design / mechanism / robustness / exhibits / style / package / submission / revision
【Next skill】<one jebo-* skill>
【Reason】why this is the binding constraint at JEBO
【Source check】official facts verified or marked 待核实© 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-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jebo Workflow next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Jebo Workflow 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 | |
| Peer Reviewspacering-net/codeg | 3.9k | 17 repos | ~5.9k | Automated safety check: Notes | MIT |
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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.
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Structured manuscript/grant review with checklist-based evaluation.
Last30days
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Research what people actually say about any topic in the last 30 days.
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Categories
Questions about Jebo Workflow
What does Jebo Workflow do?
A skill your agent uses when deciding which jebo- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Journal of Economic Behavior & Organization (JEBO)…. Jebo Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which jebo- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Journal of Economic Behavior & Organization (JEBO) submission.
When should I use Jebo Workflow?
Jebo Workflow fits situations like: deciding which jebo- sub-skill to invoke next; sequencing manuscript work from topic through rebuttal for a Journal of Economic Behavior & Organization (JEBO) submission.
How do I install Jebo Workflow in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jebo-workflow -a claude-code`. Or copy the skill folder (Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jebo-workflow in your project. Claude Code loads it when a task matches its description.
How do I install Jebo Workflow in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jebo-workflow -a codex`. Or copy the skill folder (Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jebo-workflow in your project. Codex loads it when a task matches its description.
Can I use Jebo Workflow in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jebo-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jebo-workflow, .gemini/skills/jebo-workflow, .github/skills/jebo-workflow and .opencode/skills/jebo-workflow in your project.
What does Jebo Workflow need to run?
SKILL.md names no scripts, command-line tools or credentials: Jebo Workflow is instructions for the agent only.
Does Jebo Workflow access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Jebo Workflow safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Jebo Workflow use?
Jebo Workflow is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Jebo Workflow use?
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.
What are the alternatives to Jebo Workflow?
Skills that share tags, products or a category with Jebo Workflow: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jebo Workflow?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,228 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.