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A skill your agent uses when writing or auditing the JAMA structured abstract and the Key Points box for a JAMA manuscript.
Install Jama Structured Abstract
$ npx skills add franklee16/academic-research-skills --skill jama-structured-abstract -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills jama-structured-abstract --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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract .claude/skills/jama-structured-abstract && 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 "jama-structured-abstract" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract into .claude/skills/jama-structured-abstract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jama-structured-abstract", 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/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstractType 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 franklee16/academic-research-skills --skill jama-structured-abstract -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills jama-structured-abstract --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract .agents/skills/jama-structured-abstract && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jama-structured-abstract" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract into .agents/skills/jama-structured-abstract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jama-structured-abstract", 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 franklee16/academic-research-skills --skill jama-structured-abstract -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills jama-structured-abstract --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract .cursor/skills/jama-structured-abstract && 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 "jama-structured-abstract" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract into .cursor/skills/jama-structured-abstract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jama-structured-abstract", 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/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract--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 franklee16/academic-research-skills --skill jama-structured-abstract -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills jama-structured-abstract --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract .gemini/skills/jama-structured-abstract && 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 "jama-structured-abstract" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract into .gemini/skills/jama-structured-abstract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jama-structured-abstract", 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 franklee16/academic-research-skills jama-structured-abstractInstalls 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 franklee16/academic-research-skills --skill jama-structured-abstract -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract .github/skills/jama-structured-abstract && 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 "jama-structured-abstract" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract into .github/skills/jama-structured-abstract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jama-structured-abstract", 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 franklee16/academic-research-skills --skill jama-structured-abstract -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills jama-structured-abstract --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract .opencode/skills/jama-structured-abstract && 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 "jama-structured-abstract" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract into .opencode/skills/jama-structured-abstract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jama-structured-abstract", 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
jama-structured-abstract- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~1k tokens
- SKILL.md length
- 460 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when writing or auditing the JAMA structured abstract and the Key Points box for a JAMA manuscript.
- Works in 8 steps: Importance — why the clinical question… → Objective — the precise… → Design, Setting, and Participants —… → …
- Auditing the JAMA structured abstract and the Key Points box for a JAMA manuscript
- SKILL.md covers When to trigger, The JAMA structured-abstract…, Key Points box and Checklist, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jama Structured Abstract is an agent skill from franklee16/academic-research-skills. Use when writing or auditing the JAMA structured abstract and the Key Points box for a JAMA manuscript. Enforces the exact JAMA heading set and quantified results; it does NOT design the study or run statistics.
Its SKILL.md is about 1k 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 Data & Analytics, covering Statistics. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- Auditing the JAMA structured abstract and the Key Points box for a JAMA manuscript
- Tasks that involve Statistics
Example prompts
- “/jama-structured-abstract”
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- Importance — why the clinical question matters to a broad audience (1–2 sentences).
- Objective — the precise question/hypothesis, ideally one sentence.
- Design, Setting, and Participants — study type, dates, setting (and number of sites), eligibility, sample size, follow-up duration.
- Interventions (trials) or Exposures (observational) — what was given/compared or what was studied.
- Main Outcomes and Measures — the pre-specified primary outcome and key secondary outcomes, defined; state if any outcome was post hoc.
- Results — sample numbers and key demographics; the primary outcome with effect size and 95% CI; salient secondary outcomes and harms. Lead…
- Conclusions and Relevance — what the primary outcome supports and its clinical implication. Do not overstate; do not promote a secondary…
- Trial Registration — for clinical trials, the registry name and trial identifier (e.g., ClinicalTrials.gov NCT number).
What it can do on your machine
Read from SKILL.md and the folder at commit 9a4b2db. 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
Jama Structured Abstract loads about 1k tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 460 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 460 words (~1,013 tokens).
“Use these headings in order. The abstract is concise — verify the current word ceiling (commonly around 350 words) on the Instructions for Authors page.”
- name
- jama-structured-abstract
Files
Just SKILL.md in Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract of franklee16/academic-research-skills.
Open the folder on GitHubat commit 9a4b2db
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Jama Structured Abstract 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 |
|---|---|---|---|---|---|---|
| Jama Structured Abstract this skillfranklee16/academic-research-skills | 223 | 1 repos | ~1k | Automated safety check: Pass | None | |
| Sandbox Benchvercel/next.js | 143k | — | ~4.1k | Automated safety check: Pass | MIT | |
| Statistical Analysisspacering-net/codeg | 3.9k | 3 repos | ~5k | Automated safety check: Pass | MIT | |
| StatsmodelszLanqing/codex-claude-academic-skills | 4.7k | 15 repos | ~4.9k | Automated safety check: Pass | BSD-3-Clause | |
| AI Daily DigestvigorX777/ai-daily-digest | 1.6k | — | ~1.3k | Automated safety check: Pass | None | |
| Statistical Powerspacering-net/codeg | 3.9k | 1 repos | ~3.6k | Automated safety check: Notes | MIT |
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Questions about Jama Structured Abstract
What does Jama Structured Abstract do?
A skill your agent uses when writing or auditing the JAMA structured abstract and the Key Points box for a JAMA manuscript. Jama Structured Abstract is an agent skill from franklee16/academic-research-skills. Use when writing or auditing the JAMA structured abstract and the Key Points box for a JAMA manuscript.
When should I use Jama Structured Abstract?
Jama Structured Abstract fits situations like: auditing the JAMA structured abstract and the Key Points box for a JAMA manuscript; tasks that involve Statistics.
How do I install Jama Structured Abstract in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill jama-structured-abstract -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract in franklee16/academic-research-skills) into .claude/skills/jama-structured-abstract in your project. Claude Code loads it when a task matches its description.
How do I install Jama Structured Abstract in Codex?
Run `npx skills add franklee16/academic-research-skills --skill jama-structured-abstract -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-structured-abstract in franklee16/academic-research-skills) into .agents/skills/jama-structured-abstract in your project. Codex loads it when a task matches its description.
Can I use Jama Structured Abstract 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 franklee16/academic-research-skills --skill jama-structured-abstract -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jama-structured-abstract, .gemini/skills/jama-structured-abstract, .github/skills/jama-structured-abstract and .opencode/skills/jama-structured-abstract in your project.
What does Jama Structured Abstract need to run?
SKILL.md names no scripts, command-line tools or credentials: Jama Structured Abstract is instructions for the agent only.
Does Jama Structured Abstract 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 Jama Structured Abstract 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 Jama Structured Abstract use?
No licence was found for Jama Structured Abstract or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jama Structured Abstract use?
About 1k tokens (SKILL.md is roughly 4.1k 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 Jama Structured Abstract?
Skills that share tags, products or a category with Jama Structured Abstract: Sandbox Bench (vercel/next.js, 143k stars), Statistical Analysis (spacering-net/codeg, 3.9k stars), Statsmodels (zLanqing/codex-claude-academic-skills, 4.7k stars) and AI Daily Digest (vigorX777/ai-daily-digest, 1.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jama Structured Abstract?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.
Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.