Dbg
theodo-group/debug-that
Debug applications using the dbg CLI debugger. An agent skill from theodo-group/debug-that.
Extract text, tables, metadata, and images from 91+ document formats (PDF, Office, images, HTML, email, archives, academic) using Kreuzberg.
Install Kreuzberg
$ npx skills add hashgraph-online/awesome-codex-plugins --skill kreuzberg -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins kreuzberg --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/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg .claude/skills/kreuzberg && 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 "kreuzberg" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg into .claude/skills/kreuzberg/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kreuzberg", 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/hashgraph-online/awesome-codex-plugins/tree/main/plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzbergType 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 hashgraph-online/awesome-codex-plugins --skill kreuzberg -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins kreuzberg --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg .agents/skills/kreuzberg && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "kreuzberg" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg into .agents/skills/kreuzberg/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kreuzberg", 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 hashgraph-online/awesome-codex-plugins --skill kreuzberg -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins kreuzberg --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg .cursor/skills/kreuzberg && 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 "kreuzberg" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg into .cursor/skills/kreuzberg/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kreuzberg", 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/hashgraph-online/awesome-codex-plugins.git --path plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg--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 hashgraph-online/awesome-codex-plugins --skill kreuzberg -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins kreuzberg --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg .gemini/skills/kreuzberg && 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 "kreuzberg" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg into .gemini/skills/kreuzberg/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kreuzberg", 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 hashgraph-online/awesome-codex-plugins kreuzbergInstalls 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 hashgraph-online/awesome-codex-plugins --skill kreuzberg -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg .github/skills/kreuzberg && 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 "kreuzberg" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg into .github/skills/kreuzberg/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kreuzberg", 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 hashgraph-online/awesome-codex-plugins --skill kreuzberg -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins kreuzberg --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg .opencode/skills/kreuzberg && 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 "kreuzberg" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg into .opencode/skills/kreuzberg/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kreuzberg", 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
kreuzberg- GitHub stars
- 1.3k
- Token cost
- ~4.2k tokens
- SKILL.md length
- 737 words
- Files
- 9 (incl. references)
- Skills in repo
- 716
- Repo updated
- First seen
- Licence
- Elastic-2.0
At a glance
Extract text, tables, metadata, and images from 91+ document formats (PDF, Office, images, HTML, email, archives, academic) using Kreuzberg.
- Works in 8 steps: Python ChunkingConfig fields: Use… → Rust extract_file signature: Third… → Rust feature gates: extract_file_sync,… → …
- Writing code that calls Kreuzberg APIs in Python
- SKILL.md covers Installation, Quick Start, Configuration and Batch Processing, plus 3 more sections
- Calls pip, npm and brew; reaches github.com
What it does
Kreuzberg is an agent skill from hashgraph-online/awesome-codex-plugins. Extract text, tables, metadata, and images from 91+ document formats (PDF, Office, images, HTML, email, archives, academic) using Kreuzberg. Use when writing code that calls Kreuzberg APIs in Python, Node.js/TypeScript, Rust, or CLI. Covers installation, extraction (sync/async), configuration (OCR, chunking, output format), batch processing, error handling, and plugins.
Its SKILL.md is about 4.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including reference files (for example `references/advanced-features.md`, `references/cli-reference.md` and `references/configuration.md`).
It sits in Documents & Office, covering Data pipelines and ETL and PDF. It works with Python, Node.js, Rust and TypeScript. The repository describes itself as: A curated list of awesome OpenAI Codex / ChatGPT plugins, skills, and resources. The 1 Codex Marketplace. See live plugins at: https://hol.org/plugins/best-codex-plugins.
When your agent uses it
- Writing code that calls Kreuzberg APIs in Python
- Node.js/TypeScript
Example prompts
- “/kreuzberg”
Requirements
- Python 3
- Node.js
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- Python ChunkingConfig fields: Use max_chars and max_overlap, NOT max_characters or overlap.
- Rust extract_file signature: Third argument is &ExtractionConfig (a reference), not Option. Use &ExtractionConfig::default() for defaults.
- Rust feature gates: extract_file_sync, batch_extract_file, and batch_extract_file_sync all require features = ["tokio-runtime"] in…
- Rust async context: extract_file is async. Use #[tokio::main] or call from an async context.
- CLI --format vs --content-format: --format controls CLI output (text/json). --content-format controls content format…
- Node.js extractFile signature: extractFile(path, mimeType?, config?) — mimeType is the second arg (pass null to skip).
- Python detect_mime_type: The function for detecting from bytes is detect_mime_type(data). For paths use detect_mime_type_from_path(path).
- Config file field names: Use snake_case in TOML/YAML/JSON config files. The Rust [chunking] fields are max_characters and overlap (with…
What it can do on your machine
Read from SKILL.md and the folder at commit 3e1456a. 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:
pipnpmbrewnpxuvxcargo
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
github.com
Also links to:
docs.kreuzberg.dev
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
Kreuzberg loads about 4.2k tokens when it runs, and up to ~51k if it reads all its reference files. Until then it costs about 96 tokens; SKILL.md has 737 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 (Elastic-2.0) doesn't allow us to republish the file, so here is its outline and opening line. It has 737 words (~4,180 tokens).
“Kreuzberg is a high-performance document intelligence library with a Rust core and native bindings for Python, Node.js/TypeScript, Ruby, Go, Java, C#, PHP, and Elixir. It extracts text, tables, metadata, and images from 91+ file formats including PDF, Office documents, images…”
- name
- kreuzberg
- license
- Elastic-2.0
- metadata.author
- kreuzberg-dev
- metadata.version
- 0.1.0
- metadata.repository
- https://github.com/kreuzberg-dev/kreuzberg
Files
SKILL.md and 8 other files (references) in plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg of hashgraph-online/awesome-codex-plugins.
- SKILL.md
- references/advanced-features.md
- references/cli-reference.md
- references/configuration.md
- references/nodejs-api.md
- references/other-bindings.md
- references/python-api.md
- references/rust-api.md
- references/supported-formats.md
Open the folder on GitHubat commit 3e1456a
Compare with similar skills
Kreuzberg 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 |
|---|---|---|---|---|---|---|
| Kreuzberg this skillhashgraph-online/awesome-codex-plugins | 1.3k | — | ~4.2k | Automated safety check: Pass | Elastic-2.0 | |
| Dbgtheodo-group/debug-that | 158 | — | ~2.5k | Automated safety check: Pass | MIT | |
| Full Stack ScaffoldDokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI | 508 | — | ~548 | Automated safety check: Pass | Custom licence | |
| PDF Generation, Forms and Extractionpipeshub-ai/pipeshub-ai | 3.8k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | |
| LiteparseK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~3.1k | Automated safety check: Notes | Apache-2.0 | |
| Streaming Export Safetydoccker/cc-use-exp | 1.1k | — | ~1.9k | Automated safety check: Pass | Custom licence |
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Unified project scaffolding for Node.js, Python, Rust, and Mobile.
PDF Generation, Forms and Extraction
pipeshub-ai/pipeshub-ai
Picks the right library for generating a new PDF, filling an existing PDF form, or extracting text and tables, defaulting to Node where possible.
Liteparse
K-Dense-AI/scientific-agent-skills
Local document and PDF parsing that returns spatial text with bounding boxes.
Streaming Export Safety
doccker/cc-use-exp
当代码涉及 Excel/CSV/JSON/PDF 大文件导出、批量序列化、内存里构建大对象时触发。防止 OOM、临时文件残留、同步导出阻塞 HTTP 线程等内存安全陷阱。
- Official
React PDF
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Generates PDF documents using the React-PDF library (@react-pdf/renderer) with TypeScript and JSX.
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Works with
Categories
Questions about Kreuzberg
What does Kreuzberg do?
Extract text, tables, metadata, and images from 91+ document formats (PDF, Office, images, HTML, email, archives, academic) using Kreuzberg. Kreuzberg is an agent skill from hashgraph-online/awesome-codex-plugins. Extract text, tables, metadata, and images from 91+ document formats (PDF, Office, images, HTML, email, archives, academic) using Kreuzberg.
When should I use Kreuzberg?
Kreuzberg fits situations like: writing code that calls Kreuzberg APIs in Python; Node.js/TypeScript.
How do I install Kreuzberg in Claude Code?
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill kreuzberg -a claude-code`. Or copy the skill folder (plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg in hashgraph-online/awesome-codex-plugins) into .claude/skills/kreuzberg in your project. Claude Code loads it when a task matches its description.
How do I install Kreuzberg in Codex?
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill kreuzberg -a codex`. Or copy the skill folder (plugins/kreuzberg-dev/plugins/plugins/kreuzberg/skills/kreuzberg in hashgraph-online/awesome-codex-plugins) into .agents/skills/kreuzberg in your project. Codex loads it when a task matches its description.
Can I use Kreuzberg 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 hashgraph-online/awesome-codex-plugins --skill kreuzberg -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/kreuzberg, .gemini/skills/kreuzberg, .github/skills/kreuzberg and .opencode/skills/kreuzberg in your project.
What does Kreuzberg need to run?
Going by SKILL.md and its folder, Kreuzberg needs the command-line tools its instructions call (pip, npm, brew, npx, uvx and cargo). Our summary lists: Python 3; Node.js.
Does Kreuzberg access the network?
SKILL.md names 2 domains. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. As links in the text: docs.kreuzberg.dev. This is read from the text; nothing was executed.
Is Kreuzberg 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 Kreuzberg use?
Kreuzberg is published under the Elastic-2.0 licence (declared in SKILL.md).
How many tokens does Kreuzberg use?
About 4.2k tokens (SKILL.md is roughly 17k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 46k tokens, read only when the agent opens those files.
What are the alternatives to Kreuzberg?
Skills that share tags, products or a category with Kreuzberg: Dbg (theodo-group/debug-that, 158 stars), Full Stack Scaffold (Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI, 508 stars), PDF Generation, Forms and Extraction (pipeshub-ai/pipeshub-ai, 3.8k stars) and Liteparse (K-Dense-AI/scientific-agent-skills, 48k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Kreuzberg?
hashgraph-online (a GitHub organization) maintains it in hashgraph-online/awesome-codex-plugins, which has 1,267 GitHub stars. The repository holds 716 skills in this directory. The repository was last updated on October 10, 2026.
Source: hashgraph-online/awesome-codex-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.