Markdown Article Formatter
JimLiu/baoyu-skills
Reformats plain text or Markdown articles with frontmatter, a title, a summary, headings, bold, lists and code blocks, and saves a separate formatted copy.
Summarize extracted paper text into concise Markdown memory for later Stage 2 and Stage 4 background use, with fixed section headings and no fabricated claims.
Install Document Memory Summarize
$ npx skills add runtsang/RebuttalStudio --skill document-memory-summarize -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install runtsang/RebuttalStudio document-memory-summarize --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/runtsang/RebuttalStudio.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/document-memory/summarize .claude/skills/document-memory-summarize && 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 "document-memory-summarize" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/document-memory/summarize into .claude/skills/document-memory-summarize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "document-memory-summarize", 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/runtsang/RebuttalStudio/tree/master/skills/document-memory/summarizeType 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 runtsang/RebuttalStudio --skill document-memory-summarize -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install runtsang/RebuttalStudio document-memory-summarize --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/document-memory/summarize .agents/skills/document-memory-summarize && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "document-memory-summarize" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/document-memory/summarize into .agents/skills/document-memory-summarize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "document-memory-summarize", 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 runtsang/RebuttalStudio --skill document-memory-summarize -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install runtsang/RebuttalStudio document-memory-summarize --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/document-memory/summarize .cursor/skills/document-memory-summarize && 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 "document-memory-summarize" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/document-memory/summarize into .cursor/skills/document-memory-summarize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "document-memory-summarize", 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/runtsang/RebuttalStudio.git --path skills/document-memory/summarize--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 runtsang/RebuttalStudio --skill document-memory-summarize -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install runtsang/RebuttalStudio document-memory-summarize --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/document-memory/summarize .gemini/skills/document-memory-summarize && 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 "document-memory-summarize" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/document-memory/summarize into .gemini/skills/document-memory-summarize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "document-memory-summarize", 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 runtsang/RebuttalStudio document-memory-summarizeInstalls 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 runtsang/RebuttalStudio --skill document-memory-summarize -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/document-memory/summarize .github/skills/document-memory-summarize && 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 "document-memory-summarize" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/document-memory/summarize into .github/skills/document-memory-summarize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "document-memory-summarize", 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 runtsang/RebuttalStudio --skill document-memory-summarize -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install runtsang/RebuttalStudio document-memory-summarize --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/document-memory/summarize .opencode/skills/document-memory-summarize && 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 "document-memory-summarize" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/document-memory/summarize into .opencode/skills/document-memory-summarize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "document-memory-summarize", 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
document-memory-summarize- GitHub stars
- 218
- Token cost
- ~277 tokens
- SKILL.md length
- 117 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 19
- Repo updated
- First seen
- Licence
- None found
At a glance
Summarize extracted paper text into concise Markdown memory for later Stage 2 and Stage 4 background use, with fixed section headings and no fabricated claims.
- Works in 5 steps: Keep the Markdown concise and scannable. → Preserve the main theoretical ideas,… → Ignore references, appendices, and… → …
- Tasks that involve Markdown
- SKILL.md covers Goal, Input, Output and Required Markdown headings, plus 1 more section
- Runs Python scripts from its folder
What it does
Document Memory Summarize is an agent skill from runtsang/RebuttalStudio. Summarize extracted paper text into concise Markdown memory for later Stage 2 and Stage 4 background use, with fixed section headings and no fabricated claims.
Its SKILL.md is about 280 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/extract_pdf_text.py`).
It sits in Documents & Office, covering Markdown. The repository describes itself as: A rebuttal editor for researchers to craft high-quality academic rebuttals — so you can focus on what to say, not how to format it.
When your agent uses it
- Tasks that involve Markdown
Example prompts
- “/document-memory-summarize”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Keep the Markdown concise and scannable.
- Preserve the main theoretical ideas, methods, experiments, and conclusions.
- Ignore references, appendices, and supplementary material unless the main text clearly depends on them.
- Do not invent numbers, citations, experiments, or claims.
- If a section is weak or missing in the source, keep the heading and add a short grounded note instead of guessing.
What it can do on your machine
Read from SKILL.md and the folder at commit 1f81e2f. 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
Ships 1 file in scripts/ (Python), which the agent can run.
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
Document Memory Summarize loads about 277 tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 117 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 117 words (~277 tokens).
“Convert extracted document text into a concise Markdown memory file that is easy to edit and reuse in later rebuttal stages.”
- name
- document-memory-summarize
Files
SKILL.md and 1 other file (scripts) in skills/document-memory/summarize of runtsang/RebuttalStudio.
- SKILL.md
- scripts/extract_pdf_text.py
Open the folder on GitHubat commit 1f81e2f
Compare with similar skills
Document Memory Summarize 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 |
|---|---|---|---|---|---|---|
| Document Memory Summarize this skillruntsang/RebuttalStudio | 218 | — | ~277 | Automated safety check: Pass | None | |
| Markdown Article FormatterJimLiu/baoyu-skills | 26k | 6 repos | ~3.5k | Automated safety check: Pass | MIT | |
| MarkitdownImCa0/just-laws | 781 | 14 repos | ~3.2k | Automated safety check: Notes | MIT | |
| Obsidian MarkdownAtmosphere/atmosphere | 3.8k | 20 repos | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Gzh Designisjiamu/gzh-design-skill | 3.9k | 1 repos | ~2.2k | Automated safety check: Pass | AGPL-3.0 | |
| Crosspostingwasp-lang/wasp | 19k | — | ~1.1k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Document Memory Summarize
What does Document Memory Summarize do?
Summarize extracted paper text into concise Markdown memory for later Stage 2 and Stage 4 background use, with fixed section headings and no fabricated claims. Document Memory Summarize is an agent skill from runtsang/RebuttalStudio. Summarize extracted paper text into concise Markdown memory for later Stage 2 and Stage 4 background use, with fixed section headings and no fabricated claims.
When should I use Document Memory Summarize?
Document Memory Summarize fits situations like: tasks that involve Markdown.
How do I install Document Memory Summarize in Claude Code?
Run `npx skills add runtsang/RebuttalStudio --skill document-memory-summarize -a claude-code`. Or copy the skill folder (skills/document-memory/summarize in runtsang/RebuttalStudio) into .claude/skills/document-memory-summarize in your project. Claude Code loads it when a task matches its description.
How do I install Document Memory Summarize in Codex?
Run `npx skills add runtsang/RebuttalStudio --skill document-memory-summarize -a codex`. Or copy the skill folder (skills/document-memory/summarize in runtsang/RebuttalStudio) into .agents/skills/document-memory-summarize in your project. Codex loads it when a task matches its description.
Can I use Document Memory Summarize 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 runtsang/RebuttalStudio --skill document-memory-summarize -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/document-memory-summarize, .gemini/skills/document-memory-summarize, .github/skills/document-memory-summarize and .opencode/skills/document-memory-summarize in your project.
What does Document Memory Summarize need to run?
Going by SKILL.md and its folder, Document Memory Summarize needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Document Memory Summarize 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 Document Memory Summarize 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Document Memory Summarize use?
No licence was found for Document Memory Summarize or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Document Memory Summarize use?
About 277 tokens (SKILL.md is roughly 1.1k 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 Document Memory Summarize?
Skills that share tags, products or a category with Document Memory Summarize: Markdown Article Formatter (JimLiu/baoyu-skills, 26k stars), Markitdown (ImCa0/just-laws, 781 stars), Obsidian Markdown (Atmosphere/atmosphere, 3.8k stars) and Gzh Design (isjiamu/gzh-design-skill, 3.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Document Memory Summarize?
runtsang (a GitHub user) maintains it in runtsang/RebuttalStudio, which has 218 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on April 3, 2026.
Source: runtsang/RebuttalStudio on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.