Speak Summary
github/awesome-copilot
Convert text, markdown, or a summary produced by another skill into a listenable MP3 using local CPU-only neural text-to-speech.
A skill your agent uses to write Cell's Summary — a single unstructured paragraph of ≤ ~150 words that conveys the complete story, the mechanism, and the broad significance, quantified and readable…
No licenceAuto-check passed
Install Cell Summary
$ npx skills add franklee16/academic-research-skills --skill cell-summary -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills cell-summary --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/Cell-Skills/skills/cell-summary .claude/skills/cell-summary && 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 "cell-summary" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Cell-Skills/skills/cell-summary into .claude/skills/cell-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cell-summary", 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/Cell-Skills/skills/cell-summaryType 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 cell-summary -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills cell-summary --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/Cell-Skills/skills/cell-summary .agents/skills/cell-summary && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cell-summary" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Cell-Skills/skills/cell-summary into .agents/skills/cell-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cell-summary", 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 cell-summary -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills cell-summary --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/Cell-Skills/skills/cell-summary .cursor/skills/cell-summary && 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 "cell-summary" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Cell-Skills/skills/cell-summary into .cursor/skills/cell-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cell-summary", 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/Cell-Skills/skills/cell-summary--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 cell-summary -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills cell-summary --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/Cell-Skills/skills/cell-summary .gemini/skills/cell-summary && 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 "cell-summary" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Cell-Skills/skills/cell-summary into .gemini/skills/cell-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cell-summary", 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 cell-summaryInstalls 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 cell-summary -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/Cell-Skills/skills/cell-summary .github/skills/cell-summary && 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 "cell-summary" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Cell-Skills/skills/cell-summary into .github/skills/cell-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cell-summary", 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 cell-summary -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 cell-summary --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/Cell-Skills/skills/cell-summary .opencode/skills/cell-summary && 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 "cell-summary" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Cell-Skills/skills/cell-summary into .opencode/skills/cell-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cell-summary", 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
cell-summary- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~895 tokens
- SKILL.md length
- 413 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses to write Cell's Summary — a single unstructured paragraph of ≤ ~150 words that conveys the complete story, the mechanism, and the broad significance, quantified and readable…
- Works in 5 steps: Context / stakes (1 sentence) — the… → Gap / question (1 sentence) — what was… → What we did + what we found (2–3… → …
- Write Cells Summary — a single unstructured paragraph of ≤ ~150 words that conveys the complete story
- SKILL.md covers When to trigger, What Cell calls it, Five-move structure (no labels… and Hard constraints, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Cell Summary is an agent skill from franklee16/academic-research-skills. Use to write Cell's Summary — a single unstructured paragraph of ≤ ~150 words that conveys the complete story, the mechanism, and the broad significance, quantified and readable by a general life-scientist. Late-stage polish.
Its SKILL.md is about 900 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: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- Write Cells Summary — a single unstructured paragraph of ≤ ~150 words that conveys the complete story
- The broad significance
- Quantified and readable by a general life-scientist
Example prompts
- “/cell-summary”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Context / stakes (1 sentence) — the broad biological problem.
- Gap / question (1 sentence) — what was unknown.
- What we did + what we found (2–3 sentences) — the mechanism, with the key quantified results and the converging evidence that makes it a…
- Mechanism stated explicitly — name the molecular/cellular cause, not just the phenotype.
- Significance (1 sentence) — why a broad community should care.
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
Cell Summary loads about 895 tokens when it runs. Until then it costs about 60 tokens; SKILL.md has 413 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 413 words (~895 tokens).
“Cell's abstract is the Summary: a single, unstructured paragraph (no subheadings, no citations) of roughly ≤150 words, written for a broad life-sciences readership — not your subfield. It must convey the complete story: the question, the mechanism, and why it…”
- name
- cell-summary
Files
Just SKILL.md in Awesome-Journal-Skills-main/Cell-Skills/skills/cell-summary 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
Cell Summary 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 |
|---|---|---|---|---|---|---|
| Cell Summary this skillfranklee16/academic-research-skills | 223 | 1 repos | ~895 | Automated safety check: Pass | None | |
| Speak Summarygithub/awesome-copilot | 40k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Molcell Summarybrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Cost Summaryruvnet/ruflo | 74k | — | ~594 | Automated safety check: Notes | MIT | |
| Stakeholder Summaryanthropics/claude-for-legal | 9.6k | 2 repos | ~3.3k | Automated safety check: Pass | Apache-2.0 | |
| Investigation Summaryanthropics/claude-for-legal | 9.6k | 2 repos | ~326 | Automated safety check: Pass | Apache-2.0 |
Similar skills
- Official
Molcell Summary
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses to write Molecular Cell's Summary — a single unstructured paragraph (~150 words; re-check on the official site) that conveys the molecular question, the mechanism, and its…
Cost Summary
ruvnet/ruflo
Single-shot programmatic dump of all cost data — total spend, per-tier, top session, budget status, federation aggregate.
- Official
Stakeholder Summary
anthropics/claude-for-legal
Translates a contract review into a summary the business stakeholder will actually read.
- Official
Investigation Summary
anthropics/claude-for-legal
Draft an audience-specific summary from the privileged investigation memo — HR, leadership, or outside counsel versions.
- Official
Deal Team Summary
anthropics/claude-for-legal
Aggregate diligence findings into a deal team briefing at the right altitude for the audience — exec summary for leadership, working summary for the team.
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Questions about Cell Summary
What does Cell Summary do?
A skill your agent uses to write Cell's Summary — a single unstructured paragraph of ≤ ~150 words that conveys the complete story, the mechanism, and the broad significance, quantified and readable…. Cell Summary is an agent skill from franklee16/academic-research-skills. Use to write Cell's Summary — a single unstructured paragraph of ≤ ~150 words that conveys the complete story, the mechanism, and the broad significance, quantified and readable by a general life-scientist.
When should I use Cell Summary?
Cell Summary fits situations like: write Cells Summary — a single unstructured paragraph of ≤ ~150 words that conveys the complete story; the broad significance; quantified and readable by a general life-scientist.
How do I install Cell Summary in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill cell-summary -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Cell-Skills/skills/cell-summary in franklee16/academic-research-skills) into .claude/skills/cell-summary in your project. Claude Code loads it when a task matches its description.
How do I install Cell Summary in Codex?
Run `npx skills add franklee16/academic-research-skills --skill cell-summary -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Cell-Skills/skills/cell-summary in franklee16/academic-research-skills) into .agents/skills/cell-summary in your project. Codex loads it when a task matches its description.
Can I use Cell Summary 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 cell-summary -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cell-summary, .gemini/skills/cell-summary, .github/skills/cell-summary and .opencode/skills/cell-summary in your project.
What does Cell Summary need to run?
SKILL.md names no scripts, command-line tools or credentials: Cell Summary is instructions for the agent only.
Does Cell Summary 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 Cell Summary 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 Cell Summary use?
No licence was found for Cell Summary or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Cell Summary use?
About 895 tokens (SKILL.md is roughly 3.6k 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 Cell Summary?
Skills that share tags, products or a category with Cell Summary: Speak Summary (github/awesome-copilot, 40k stars), Molcell Summary (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Cost Summary (ruvnet/ruflo, 74k stars) and Stakeholder Summary (anthropics/claude-for-legal, 9.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cell Summary?
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.