Agent skill

File Reader

by ymx10086 in ymx10086/ResearchClaw

Read, preview, and summarize text-based files — source code, configs, logs, data files, and plain text documents.

Custom licenceAuto-check passedDocuments & Office

Install File Reader

skills CLI
$ npx skills add ymx10086/ResearchClaw --skill file-reader -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install ymx10086/ResearchClaw file-reader --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/ymx10086/ResearchClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/researchclaw/agents/skills/file_reader .claude/skills/file-reader && rm -rf skills-src

Use ~/.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/

Facts

Skill name
file-reader
GitHub stars
313
Token cost
~420 tokens
SKILL.md length
195 words
Files
1
Skills in repo
15
Repo updated
First seen
Licence
Custom licence

At a glance

Read, preview, and summarize text-based files — source code, configs, logs, data files, and plain text documents.

  • Works in 4 steps: Use read_file to fetch content. → Summarize key sections or show the… → For JSON/YAML, list top-level keys and… → …
  • The user asks to read
  • SKILL.md covers Quick Type Check, Text-Based Files (use read_file), Large Logs and Out of Scope, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

File Reader is an agent skill from ymx10086/ResearchClaw. Read, preview, and summarize text-based files — source code, configs, logs, data files, and plain text documents. Use when the user asks to read, inspect, or summarize local .txt, .md, .json, .yaml, .csv, .log, or source code files.

Its SKILL.md is about 420 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 Documents & Office, covering CSV and tabular files. The repository describes itself as: ResearchClaw is a personal AI assistant built for research: fast to set up, easy to run locally or in the cloud, and ready to integrate with the chat apps you already use. With…

When your agent uses it

  • The user asks to read
  • Summarize local .txt
  • Source code files

Example prompts

  • “/file-reader”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Use read_file to fetch content.
  2. Summarize key sections or show the relevant slice requested by the user.
  3. For JSON/YAML, list top-level keys and important fields.
  4. For CSV/TSV, show header + first few rows, then summarize columns.

What it can do on your machine

Read from SKILL.md and the folder at commit 1baaa92. 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 (its code samples are bash).

    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

File Reader loads about 420 tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 195 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~61
When it runs · the whole SKILL.md, loaded when a task matches
~420

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 195 words (~420 tokens).

“Use this skill when the user asks to read or summarize local text-based files. PDFs, Office documents, images, audio, and video are out of scope for this skill and should be handled by their dedicated skills/tools.”

— opening of SKILL.md by ymx10086, Custom licence
name
file-reader
emoji
📄

Read the full SKILL.md on GitHub

Files

Just SKILL.md in src/researchclaw/agents/skills/file_reader of ymx10086/ResearchClaw.

Open the folder on GitHubat commit 1baaa92

Compare with similar skills

File Reader 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.

File Reader compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
File Reader this skillymx10086/ResearchClaw313—~420Automated safety check: PassCustom licence
Data Table Managern8n-io/n8n207k—~2.3kAutomated safety check: PassCustom licence
Instrument Data To Allotropeaws-samples/amazon-bedrock-agents-healthcare-lifesciences2742 repos~2.7kAutomated safety check: PassApache-2.0
Abuse Hunternexu-io/harness-engineering-guide663—~1.9kAutomated safety check: PassMIT
Markitshift-labs-ai/markit1.3k—~299Automated safety check: PassMIT
Sector Analysttradermonty/claude-trading-skills3k1 repos~2.3kAutomated safety check: PassMIT

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Questions about File Reader

What does File Reader do?

Read, preview, and summarize text-based files — source code, configs, logs, data files, and plain text documents. File Reader is an agent skill from ymx10086/ResearchClaw. Read, preview, and summarize text-based files — source code, configs, logs, data files, and plain text documents.

When should I use File Reader?

File Reader fits situations like: the user asks to read; summarize local .txt; source code files.

How do I install File Reader in Claude Code?

Run `npx skills add ymx10086/ResearchClaw --skill file-reader -a claude-code`. Or copy the skill folder (src/researchclaw/agents/skills/file_reader in ymx10086/ResearchClaw) into .claude/skills/file-reader in your project. Claude Code loads it when a task matches its description.

How do I install File Reader in Codex?

Run `npx skills add ymx10086/ResearchClaw --skill file-reader -a codex`. Or copy the skill folder (src/researchclaw/agents/skills/file_reader in ymx10086/ResearchClaw) into .agents/skills/file-reader in your project. Codex loads it when a task matches its description.

Can I use File Reader 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 ymx10086/ResearchClaw --skill file-reader -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-reader, .gemini/skills/file-reader, .github/skills/file-reader and .opencode/skills/file-reader in your project.

What does File Reader need to run?

SKILL.md names no scripts, command-line tools or credentials: File Reader is instructions for the agent only.

Does File Reader 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 File Reader 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 File Reader use?

File Reader 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 File Reader use?

About 420 tokens (SKILL.md is roughly 1.7k 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 File Reader?

Skills that share tags, products or a category with File Reader: Data Table Manager (n8n-io/n8n, 207k stars), Instrument Data To Allotrope (aws-samples/amazon-bedrock-agents-healthcare-lifesciences, 274 stars), Abuse Hunter (nexu-io/harness-engineering-guide, 663 stars) and Markit (shift-labs-ai/markit, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains File Reader?

ymx10086 (a GitHub user) maintains it in ymx10086/ResearchClaw, which has 313 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on April 4, 2026.

Source: ymx10086/ResearchClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.