oss-explore-repo

oss-explore-repo is a skill for Claude Code, Codex from chiruu12/OSS-Skills. It costs 81 tokens per session (2,673 once invoked), scanned A, original, MIT.

A guided way to understand an unfamiliar software repository before contributing to it. It maps the project's structure, coding patterns, and domain-specific terms.

In plain words
What is it for?
Use it to learn a repository broadly, prepare for regular open-source contributions, plan a Google Summer of Code proposal, or evaluate whether to use a project.
Why use it?
It reduces the risk of changing code without understanding how the project is organised or why it works that way.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to learn a repository broadly, prepare for regular open-source contributions, plan a Google Summer of Code proposal, or evaluate whether to use a project.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/chiruu12/oss-skills/oss-explore-repo
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add chiruu12/OSS-Skills --skill oss-explore-repo
Clone the repo
git clone --depth 1 https://github.com/chiruu12/OSS-Skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for oss-explore-repo

README.md
[![agentmods](https://agentmods.dev/badge/skills/chiruu12/oss-skills/oss-explore-repo/github.svg)](https://agentmods.dev/skills/chiruu12/oss-skills/oss-explore-repo)
Your own site
<a href="https://agentmods.dev/skills/chiruu12/oss-skills/oss-explore-repo"><img src="https://agentmods.dev/badge/skills/chiruu12/oss-skills/oss-explore-repo/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for oss-explore-repo

Your own site · 80×15
<a href="https://agentmods.dev/skills/chiruu12/oss-skills/oss-explore-repo"><img src="https://agentmods.dev/badge/skills/chiruu12/oss-skills/oss-explore-repo.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 81 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,673 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00081 $0.02673
Opus 5 $0.00041 $0.01337
Sonnet 5 $0.00016 $0.00535
Haiku 4.5 $0.00008 $0.00267

Measured 12d ago against content hash ea8d2da4aa43, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

oss-explore-repo scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/oss-explore-repo/SKILL.md · 250 lines

How it starts

The opening of the file, as written. The whole thing — 250 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Explore Repo

Explore a codebase the way experienced contributors do. by understanding the architecture, the patterns, and the domain language before touching anything.

Purpose

Different from oss-prep-to-contribute (which is issue-specific and focused on one code path). This skill is for building broad understanding of a repo. Useful when a contributor wants to become a regular contributor rather than make a single drive-by PR. Also useful for GSoC candidates who need to demonstrate deep project understanding in their proposals.

Prerequisites

  • A repo cloned locally
  • gh CLI authenticated
  • A reason to explore (casual learning, planning to contribute, GSoC proposal, evaluating the project)

Process

1. Understand the contributor's goal

Before exploring anything, ask:

  • "Why are you exploring this repo? (Casual learning / planning to contribute regularly / GSoC proposal / evaluating whether to use it)"
  • "How much time do you want to spend? (Quick overview / deep dive)"

This shapes the depth. A GSoC candidate needs deep understanding. Someone evaluating a library needs a quick architecture scan.

2. Map the project from the outside in

Start with what the project DOES, not what the code looks like. Read:

# Project identity
cat README.md
cat docs/index.md 2>/dev/null || cat docs/README.md 2>/dev/null

# What problem does it solve?
gh api repos/{owner}/{repo} --jq '{description, homepage, topics, language, stargazers_count, open_issues_count}'

The user should be able to explain what the project does to a non-technical person before reading a single source file.

Thinking gate:

"Explain what this project does in one sentence. Who uses it? What problem does it solve? Don't use the README's words. rephrase it as if you're explaining to a friend who doesn't code."

If the user can't do this clearly, they need to read more docs before touching code.

3. Understand the architecture

Use Explore agents to map:

# Directory layout
ls -la
ls src/ lib/ app/ 2>/dev/null
ls -la */

# Entry points
cat package.json 2>/dev/null | jq '.main, .bin, .scripts'
cat setup.py 2>/dev/null || cat pyproject.toml 2>/dev/null
cat Makefile 2>/dev/null | head -30
cat Cargo.toml 2>/dev/null | head -30

# Key abstractions
grep -rn "class \|interface \|trait \|type \|struct " src/ lib/ \
  --include="*.ts" --include="*.py" --include="*.go" --include="*.rs" --include="*.java" | head -40

Read the full file on GitHub · 250 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 250 lines · 81 tokens per session scan A ea8d2da4aa43

Subscribe to this mod's changes

oss-explore-repo is a skill published in the GitHub repository chiruu12/OSS-Skills (63 stars, last pushed 19d ago), licensed MIT. It adds 81 tokens to every session and 2,673 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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