Light File Reading
Light0305/Light-skills
Light 多格式文件深度理解常驻技能:强大地读 Word / PDF / PPTX / Excel / CSV / 图片 / 视频 / 代码 / 压缩包,不只提取文字,而是理解结构 / 图表 / 数据 / 格式要求 / 隐含意图,产结构化"理解笔记"五面 (结构逻辑·关键内容·格式约束·视觉风格·可复用)并映射到下游技能动作(这个文件→接下来能做什么)。
A skill your agent uses when a file has been uploaded but its content is NOT in your context — only its path at /mnt/user-data/uploads/ is listed in an uploadedfiles block.
$ npx skills add Wide-Moat/open-computer-use --skill file-reading -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Wide-Moat/open-computer-use file-reading --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/Wide-Moat/open-computer-use.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/public/file-reading .claude/skills/file-reading && 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 "file-reading" agent skill from https://github.com/Wide-Moat/open-computer-use/tree/main/skills/public/file-reading into .claude/skills/file-reading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "file-reading", 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/Wide-Moat/open-computer-use/tree/main/skills/public/file-readingType 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 Wide-Moat/open-computer-use --skill file-reading -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Wide-Moat/open-computer-use file-reading --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Wide-Moat/open-computer-use.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/public/file-reading .agents/skills/file-reading && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "file-reading" agent skill from https://github.com/Wide-Moat/open-computer-use/tree/main/skills/public/file-reading into .agents/skills/file-reading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "file-reading", 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 Wide-Moat/open-computer-use --skill file-reading -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Wide-Moat/open-computer-use file-reading --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Wide-Moat/open-computer-use.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/public/file-reading .cursor/skills/file-reading && 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 "file-reading" agent skill from https://github.com/Wide-Moat/open-computer-use/tree/main/skills/public/file-reading into .cursor/skills/file-reading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "file-reading", 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/Wide-Moat/open-computer-use.git --path skills/public/file-reading--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 Wide-Moat/open-computer-use --skill file-reading -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Wide-Moat/open-computer-use file-reading --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Wide-Moat/open-computer-use.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/public/file-reading .gemini/skills/file-reading && 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 "file-reading" agent skill from https://github.com/Wide-Moat/open-computer-use/tree/main/skills/public/file-reading into .gemini/skills/file-reading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "file-reading", 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 Wide-Moat/open-computer-use file-readingInstalls 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 Wide-Moat/open-computer-use --skill file-reading -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Wide-Moat/open-computer-use.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/public/file-reading .github/skills/file-reading && 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 "file-reading" agent skill from https://github.com/Wide-Moat/open-computer-use/tree/main/skills/public/file-reading into .github/skills/file-reading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "file-reading", 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 Wide-Moat/open-computer-use --skill file-reading -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Wide-Moat/open-computer-use file-reading --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Wide-Moat/open-computer-use.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/public/file-reading .opencode/skills/file-reading && 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 "file-reading" agent skill from https://github.com/Wide-Moat/open-computer-use/tree/main/skills/public/file-reading into .opencode/skills/file-reading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "file-reading", 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.
file-readingA skill your agent uses when a file has been uploaded but its content is NOT in your context — only its path at /mnt/user-data/uploads/ is listed in an uploadedfiles block.
File Reading is an agent skill from Wide-Moat/open-computer-use. Use this skill when a file has been uploaded but its content is NOT in your context — only its path at /mnt/user-data/uploads/ is listed in an uploadedfiles block. This skill is a router: it tells you which tool to use for each file type (pdf, docx, xlsx, csv, json, images, archives, ebooks) so you read the right amount the right way instead of blindly running cat on a binary. Triggers: any mention of /mnt/user-data/uploads/, an uploadedfiles section, a filepath tag, or a user asking about an uploaded file you…
Its SKILL.md is about 3.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file. Compatibility notes: claude.ai, Claude Desktop, Cowork — any surface where uploads land at /mnt/user-data/uploads/
It sits in Documents & Office, covering Excel spreadsheets, Word documents and CSV and tabular files. It works with Microsoft Excel, Microsoft Word and Microsoft PowerPoint. The repository describes itself as: ARCHIVED — superseded by Wide Moat.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 1ddf832. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
jqpdftotextpandocFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
claude.ai, Claude Desktop, Cowork — any surface where uploads land at /mnt/user-data/uploads/
From compatibility in the SKILL.md frontmatter.
File Reading loads about 3.1k tokens when it runs. Until then it costs about 169 tokens; SKILL.md has 1,089 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.
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.
Its licence (Proprietary) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,089 words (~3,141 tokens).
“When a user uploads a file in claude.ai, Claude Desktop, or Cowork, the file is written to /mnt/user-data/uploads/ and you are told the path in an block. The content is not in your context. You must go read it.”
SKILL.md and 1 other file in skills/public/file-reading of Wide-Moat/open-computer-use.
Open the folder on GitHubat commit 1ddf832
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 Wide-Moat/open-computer-use, which our catalogue first saw on October 7, 2026.
File Reading 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 |
|---|---|---|---|---|---|---|
| File Reading this skillWide-Moat/open-computer-use | 126 | 1 repos | ~3.1k | Automated safety check: Pass | Proprietary | |
| Light File ReadingLight0305/Light-skills | 640 | — | ~4.1k | Automated safety check: Pass | MIT | |
| Heavy File Ingestion Claude CodeNateBJones-Projects/OB1 | 4.7k | — | ~614 | Automated safety check: Pass | Custom licence | |
| Heavy File Ingestion Claude DesktopNateBJones-Projects/OB1 | 4.7k | — | ~547 | Automated safety check: Pass | Custom licence | |
| Document Converterwentorai/Research-Claw | 858 | — | ~1.3k | Automated safety check: Pass | Custom licence | |
| Doc SummarizerBlackBeltTechnology/pi-agent-dashboard | 315 | — | ~1.2k | Automated safety check: Pass | MIT |
Light0305/Light-skills
Light 多格式文件深度理解常驻技能:强大地读 Word / PDF / PPTX / Excel / CSV / 图片 / 视频 / 代码 / 压缩包,不只提取文字,而是理解结构 / 图表 / 数据 / 格式要求 / 隐含意图,产结构化"理解笔记"五面 (结构逻辑·关键内容·格式约束·视觉风格·可复用)并映射到下游技能动作(这个文件→接下来能做什么)。
NateBJones-Projects/OB1
Use in Claude Code when a user asks to read, analyze, summarize, or extract from a heavyweight file such as PDF, DOCX, PPTX, XLSX, CSV, or TSV.
NateBJones-Projects/OB1
Use in Claude Desktop when a user asks to read, analyze, summarize, or extract from a heavyweight file such as PDF, DOCX, PPTX, XLSX, CSV, or TSV.
wentorai/Research-Claw
Convert Office documents (PPTX, DOCX, XLSX, PDF, HTML, CSV, JSON, XML, images) to Markdown using Microsoft MarkItDown.
BlackBeltTechnology/pi-agent-dashboard
Summarize documents of any size: extract with the document-converter engine, chunk to fit context, fan out to subagents, then synthesize one unified summary.
LeoYeAI/openclaw-master-skills
MUST use for ANY PDF or image format conversion task — converting PDF and images (JPG/JPEG/PNG/BMP/TIFF/TIF/WEBP/JPEG2000) to 10 formats (Word, Excel, PPT, HTML, Image, TXT, JSON, Markdown, RTF…
Wide-Moat/open-computer-use
Explore GitLab repositories using glab CLI and git commands.
Wide-Moat/open-computer-use
COSTLY: Spawns a separate sub-agent CLI session. An agent skill from Wide-Moat/open-computer-use.
Wide-Moat/open-computer-use
A skill your agent uses when you need to read, inspect, or extract content from PDF files — especially when file content is NOT in your context and you need to read it from disk.
Wide-Moat/open-computer-use
Describe images (charts, diagrams, tables, screenshots) using Vision AI.
Categories
A skill your agent uses when a file has been uploaded but its content is NOT in your context — only its path at /mnt/user-data/uploads/ is listed in an uploadedfiles block. File Reading is an agent skill from Wide-Moat/open-computer-use. Use this skill when a file has been uploaded but its content is NOT in your context — only its path at /mnt/user-data/uploads/ is listed in an uploadedfiles block.
File Reading fits situations like: each file type (pdf; ebooks) so you read the right amount the right way instead of blindly running cat on a binary; the file content is already visible in your context inside a documents block — you already have it.
Run `npx skills add Wide-Moat/open-computer-use --skill file-reading -a claude-code`. Or copy the skill folder (skills/public/file-reading in Wide-Moat/open-computer-use) into .claude/skills/file-reading in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Wide-Moat/open-computer-use --skill file-reading -a codex`. Or copy the skill folder (skills/public/file-reading in Wide-Moat/open-computer-use) into .agents/skills/file-reading in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Wide-Moat/open-computer-use --skill file-reading -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/file-reading, .gemini/skills/file-reading, .github/skills/file-reading and .opencode/skills/file-reading in your project.
Going by SKILL.md and its folder, File Reading needs the command-line tools its instructions call (jq, pdftotext and pandoc). Our summary lists: Python 3. Compatibility (from SKILL.md): claude.ai, Claude Desktop, Cowork — any surface where uploads land at /mnt/user-data/uploads/.
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.
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.
File Reading carries a proprietary licence (declared in SKILL.md). It is published on GitHub, but it is not open source: read the licence file before using or sharing it.
About 3.1k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with File Reading: Light File Reading (Light0305/Light-skills, 640 stars), Heavy File Ingestion Claude Code (NateBJones-Projects/OB1, 4.7k stars), Heavy File Ingestion Claude Desktop (NateBJones-Projects/OB1, 4.7k stars) and Document Converter (wentorai/Research-Claw, 858 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Wide-Moat (a GitHub organization) maintains it in Wide-Moat/open-computer-use, which has 126 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 5, 2026.
Source: Wide-Moat/open-computer-use on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.