Ollama Setup
jeremylongshore/tons-of-skills-marketplace
Configure auto-configure Ollama when user needs local LLM deployment, free AI alternatives, or wants to eliminate hosted API costs.
Summarize a document at a requested length. An agent skill from nirholas/PAI.
Install Summarize Document
$ npx skills add nirholas/PAI --skill summarize-document -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nirholas/PAI summarize-document --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/nirholas/PAI.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/summarize-document .claude/skills/summarize-document && 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 "summarize-document" agent skill from https://github.com/nirholas/PAI/tree/main/skills/summarize-document into .claude/skills/summarize-document/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarize-document", 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/nirholas/PAI/tree/main/skills/summarize-documentType 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 nirholas/PAI --skill summarize-document -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nirholas/PAI summarize-document --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nirholas/PAI.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/summarize-document .agents/skills/summarize-document && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "summarize-document" agent skill from https://github.com/nirholas/PAI/tree/main/skills/summarize-document into .agents/skills/summarize-document/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarize-document", 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 nirholas/PAI --skill summarize-document -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nirholas/PAI summarize-document --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nirholas/PAI.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/summarize-document .cursor/skills/summarize-document && 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 "summarize-document" agent skill from https://github.com/nirholas/PAI/tree/main/skills/summarize-document into .cursor/skills/summarize-document/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarize-document", 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/nirholas/PAI.git --path skills/summarize-document--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 nirholas/PAI --skill summarize-document -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nirholas/PAI summarize-document --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nirholas/PAI.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/summarize-document .gemini/skills/summarize-document && 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 "summarize-document" agent skill from https://github.com/nirholas/PAI/tree/main/skills/summarize-document into .gemini/skills/summarize-document/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarize-document", 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 nirholas/PAI summarize-documentInstalls 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 nirholas/PAI --skill summarize-document -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/nirholas/PAI.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/summarize-document .github/skills/summarize-document && 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 "summarize-document" agent skill from https://github.com/nirholas/PAI/tree/main/skills/summarize-document into .github/skills/summarize-document/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarize-document", 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 nirholas/PAI --skill summarize-document -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install nirholas/PAI summarize-document --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nirholas/PAI.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/summarize-document .opencode/skills/summarize-document && 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 "summarize-document" agent skill from https://github.com/nirholas/PAI/tree/main/skills/summarize-document into .opencode/skills/summarize-document/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarize-document", 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
summarize-document- GitHub stars
- 113
- Token cost
- ~992 tokens
- SKILL.md length
- 304 words
- Files
- 1
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Summarize a document at a requested length. An agent skill from nirholas/PAI.
- Works in 6 steps: Purpose → Instructions → Guardrails → …
- Tasks that involve LLM inference and serving
- SKILL.md covers 1. Purpose, 2. Instructions, 3. Guardrails and 4. Example session, plus 2 more sections
- Calls python3, pandoc and bash
What it does
Summarize Document is an agent skill from nirholas/PAI. Summarize a document at a requested length.
Its SKILL.md is about 990 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 AI & LLM Engineering, covering LLM inference and serving. It works with Ollama, Linux and Pandoc. The repository describes itself as: A complete private computer on a USB stick. PAI is a bootable Debian 12 Linux distro that runs Ollama locally on any x8664 or ARM64 machine — full desktop, local AI, hardened….
When your agent uses it
- Tasks that involve LLM inference and serving
Example prompts
- “/summarize-document”
Requirements
- Python 3
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- Purpose
- Instructions
- Guardrails
- Example session
- Testing
- Changelog
What it can do on your machine
Read from SKILL.md and the folder at commit d97055d. 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
Shell commands in SKILL.md call:
python3pandocbashpdftotext
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
Summarize Document loads about 992 tokens when it runs. Until then it costs about 16 tokens; SKILL.md has 304 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 304 words (~992 tokens).
“Summarize a PDF, DOCX, ODT, MD, TXT, or HTML file locally with no network access. Uses a map-reduce chunking strategy so large documents are handled without truncation.”
- name
- summarize-document
- version
- 0.1.0
- status
- stable
- category
- files
- network
- none
- preferred_model
- qwen2.5:3b
- triggers
- summarize this document, give me the tldr of this file, shorten this document to a paragraph, summarize this pdf, give me a summary of this file
- outputs
- summary text in the chosen style and length
- constraints
- must not upload the file, must refuse to process files > 50 MB without user_confirm
Files
Just SKILL.md in skills/summarize-document of nirholas/PAI.
Open the folder on GitHubat commit d97055d
Compare with similar skills
Summarize Document 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 |
|---|---|---|---|---|---|---|
| Summarize Document this skillnirholas/PAI | 113 | — | ~992 | Automated safety check: Pass | Custom licence | |
| Ollama Setupjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.4k | Automated safety check: Notes | MIT | |
| Zedmajiayu000/claude-skill-registry | 666 | 1 repos | ~2.4k | Automated safety check: Notes | Apache-2.0 | |
| Aider DelegateamElnagdy/delegate-skills | 2.3k | 3 repos | ~3k | Automated safety check: Pass | MIT | |
| Perfupraullenchai/Rapid-MLX | 3.9k | — | ~1.6k | Automated safety check: Notes | Custom licence | |
| Debug InferenceNVIDIA/OpenShell | 15k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 |
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More from nirholas/PAI
Example Tool
nirholas/PAI
A template skill demonstrating the PAI SKILL.md format. An agent skill from nirholas/PAI.
Pai Skills Root
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Related
Categories
Questions about Summarize Document
What does Summarize Document do?
Summarize a document at a requested length. An agent skill from nirholas/PAI. Summarize Document is an agent skill from nirholas/PAI. Summarize a document at a requested length.
When should I use Summarize Document?
Summarize Document fits situations like: tasks that involve LLM inference and serving.
How do I install Summarize Document in Claude Code?
Run `npx skills add nirholas/PAI --skill summarize-document -a claude-code`. Or copy the skill folder (skills/summarize-document in nirholas/PAI) into .claude/skills/summarize-document in your project. Claude Code loads it when a task matches its description.
How do I install Summarize Document in Codex?
Run `npx skills add nirholas/PAI --skill summarize-document -a codex`. Or copy the skill folder (skills/summarize-document in nirholas/PAI) into .agents/skills/summarize-document in your project. Codex loads it when a task matches its description.
Can I use Summarize Document 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 nirholas/PAI --skill summarize-document -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/summarize-document, .gemini/skills/summarize-document, .github/skills/summarize-document and .opencode/skills/summarize-document in your project.
What does Summarize Document need to run?
Going by SKILL.md and its folder, Summarize Document needs the command-line tools its instructions call (python3, pandoc, bash and pdftotext). Our summary lists: Python 3.
Does Summarize Document 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 Summarize Document 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 Summarize Document use?
Summarize Document has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Summarize Document use?
About 992 tokens (SKILL.md is roughly 4k 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 Summarize Document?
Skills that share tags, products or a category with Summarize Document: Ollama Setup (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Zed (majiayu000/claude-skill-registry, 666 stars), Aider Delegate (amElnagdy/delegate-skills, 2.3k stars) and Perfup (raullenchai/Rapid-MLX, 3.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Summarize Document?
nirholas (a GitHub user) maintains it in nirholas/PAI, which has 113 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on September 15, 2026.
Source: nirholas/PAI on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.