Agent skill

Summarize File

by pony-maggie in pony-maggie/code_minions

Read a project file and produce a paragraph summary. An agent skill from pony-maggie/code_minions.

No licenceAuto-check passedProduct & Project Management

Install Summarize File

skills CLI
$ npx skills add pony-maggie/code_minions --skill summarize-file -a claude-code

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

GitHub CLI
$ gh skill install pony-maggie/code_minions summarize-file --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/pony-maggie/code_minions.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/code_minions/builtin/skills/summarize-file .claude/skills/summarize-file && 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
summarize-file
GitHub stars
154
Token cost
~188 tokens
SKILL.md length
62 words
Files
2 (incl. scripts)
Skills in repo
11
Repo updated
First seen
Licence
None found

At a glance

Read a project file and produce a paragraph summary. An agent skill from pony-maggie/code_minions.

  • Product & Project Management work in your project
  • SKILL.md covers Inputs and Outputs (reply with JSON…
  • Runs Python scripts from its folder

What it does

Summarize File is an agent skill from pony-maggie/code_minions. Read a project file and produce a paragraph summary.

Its SKILL.md is about 190 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/run.py`).

It sits in Product & Project Management.

When your agent uses it

  • Product & Project Management work in your project

Example prompts

  • “/summarize-file”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit ac75593. 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

Summarize File loads about 188 tokens when it runs. Until then it costs about 17 tokens; SKILL.md has 62 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~17
When it runs · the whole SKILL.md, loaded when a task matches
~188

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 62 words (~188 tokens).

“Read a file from the project root and use the configured LLM to produce a one-paragraph summary of its contents. File reading is deterministic; the LLM is only responsible for the summary text.”

— opening of SKILL.md by pony-maggie
name
summarize-file
entrypoint-script
scripts/run.py
llm.max_iterations
5
llm.temperature
0.1

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (scripts) in src/code_minions/builtin/skills/summarize-file of pony-maggie/code_minions.

  • SKILL.md
  • scripts/run.py

Open the folder on GitHubat commit ac75593

Compare with similar skills

Summarize File 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.

Summarize File compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Summarize File this skillpony-maggie/code_minions154—~188Automated safety check: PassNone
User Story Writerdeanpeters/Product-Manager-Skills7.2k2 repos~2.9kAutomated safety check: PassCustom licence
Game Changing FeaturesopenstatusHQ/data-table-filters2.3k3 repos~2.1kAutomated safety check: PassMIT
CCPM Project Managementautomazeio/ccpm8.4k—~1.1kAutomated safety check: PassMIT
Convex Create Componentspokvulcan/poker-planning1148 repos~2.6kAutomated safety check: PassMIT
Self Improving Agentfarm-fe/farm5.6k2 repos~3.3kAutomated safety check: NotesMIT

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Questions about Summarize File

What does Summarize File do?

Read a project file and produce a paragraph summary. An agent skill from pony-maggie/code_minions. Summarize File is an agent skill from pony-maggie/code_minions. Read a project file and produce a paragraph summary.

When should I use Summarize File?

Summarize File fits situations like: product & Project Management work in your project.

How do I install Summarize File in Claude Code?

Run `npx skills add pony-maggie/code_minions --skill summarize-file -a claude-code`. Or copy the skill folder (src/code_minions/builtin/skills/summarize-file in pony-maggie/code_minions) into .claude/skills/summarize-file in your project. Claude Code loads it when a task matches its description.

How do I install Summarize File in Codex?

Run `npx skills add pony-maggie/code_minions --skill summarize-file -a codex`. Or copy the skill folder (src/code_minions/builtin/skills/summarize-file in pony-maggie/code_minions) into .agents/skills/summarize-file in your project. Codex loads it when a task matches its description.

Can I use Summarize File 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 pony-maggie/code_minions --skill summarize-file -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-file, .gemini/skills/summarize-file, .github/skills/summarize-file and .opencode/skills/summarize-file in your project.

What does Summarize File need to run?

Going by SKILL.md and its folder, Summarize File needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Summarize File 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 File 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 Summarize File use?

No licence was found for Summarize File or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Summarize File use?

About 188 tokens (SKILL.md is roughly 752 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 File?

Skills that share tags, products or a category with Summarize File: User Story Writer (deanpeters/Product-Manager-Skills, 7.2k stars), Game Changing Features (openstatusHQ/data-table-filters, 2.3k stars), CCPM Project Management (automazeio/ccpm, 8.4k stars) and Convex Create Component (spokvulcan/poker-planning, 114 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Summarize File?

pony-maggie (a GitHub user) maintains it in pony-maggie/code_minions, which has 154 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on June 1, 2026.

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