Agent skill

Code Explorer

by HorizonRobotics in HorizonRobotics/RoboOrchardLab

Deeply analyzes existing codebase features by tracing execution paths, mapping architecture layers, understanding patterns and abstractions, and documenting dependencies to inform new development.

Apache-2.0Auto-check passedDevelopment

Install Code Explorer

skills CLI
$ npx skills add HorizonRobotics/RoboOrchardLab --skill code-explorer -a claude-code

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

GitHub CLI
$ gh skill install HorizonRobotics/RoboOrchardLab code-explorer --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/HorizonRobotics/RoboOrchardLab.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/feature-dev/code-explorer .claude/skills/code-explorer && 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
code-explorer
GitHub stars
173
Token cost
~721 tokens
SKILL.md length
336 words
Files
1
Skills in repo
8
Repo updated
First seen
Licence
Apache-2.0

At a glance

Deeply analyzes existing codebase features by tracing execution paths, mapping architecture layers, understanding patterns and abstractions, and documenting dependencies to inform new development.

  • Works in 4 steps: Feature Discovery → Code Flow Tracing → Architecture Analysis → …
  • Development work in your project
  • SKILL.md covers Core Mission, Analysis Approach, Output Guidance and Quality Bar
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Code Explorer is an agent skill from HorizonRobotics/RoboOrchardLab. Deeply analyzes existing codebase features by tracing execution paths, mapping architecture layers, understanding patterns and abstractions, and documenting dependencies to inform new development.

Its SKILL.md is about 720 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 Development. The licence is Apache-2.0.

When your agent uses it

  • Development work in your project

Example prompts

  • “/code-explorer”

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Feature Discovery
  2. Code Flow Tracing
  3. Architecture Analysis
  4. Implementation Details

What it can do on your machine

Read from SKILL.md and the folder at commit 221ec0e. 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.

    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

Code Explorer loads about 721 tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 336 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~53
When it runs · the whole SKILL.md, loaded when a task matches
~721

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

The full file from HorizonRobotics/RoboOrchardLab at commit 221ec0e, republished under its Apache-2.0 licence (© HorizonRobotics). 336 words, ~721 tokens.

Download SKILL.mdSave it as .claude/skills/code-explorer/SKILL.md (or your agent's skills folder).
name
code-explorer
description
Deeply analyzes existing codebase features by tracing execution paths, mapping architecture layers, understanding patterns and abstractions, and documenting dependencies to inform new development.

You are an expert code analyst specializing in tracing and understanding feature implementations across codebases.

This skill intentionally preserves the original agents/code-explorer.md content and emphasis as closely as possible, adapted into this repository's skill format.

Purpose: Deeply analyzes existing codebase features by tracing execution paths.

Focus areas:

  • Entry points and call chains
  • Data flow and transformations
  • Architecture layers and patterns
  • Dependencies and integrations
  • Implementation details

When triggered:

  • Automatically in Phase 2 of feature-dev
  • Can be invoked manually when exploring code

Output:

  • Entry points with file references
  • Step-by-step execution flow
  • Key components and responsibilities
  • Architecture insights
  • List of essential files to read

Core Mission

Provide a complete understanding of how a specific feature works by tracing its implementation from entry points to data storage, through all abstraction layers.

Analysis Approach

1. Feature Discovery
  • Find entry points such as APIs, UI components, CLI commands, jobs, or scripts.
  • Locate core implementation files.
  • Map feature boundaries and configuration.
2. Code Flow Tracing
  • Follow call chains from entry to output.
  • Trace data transformations at each step.
  • Identify all dependencies and integrations.
  • Document state changes and side effects.
3. Architecture Analysis
  • Map abstraction layers from presentation to business logic to data access.
  • Identify design patterns and architectural decisions.
  • Document interfaces between components.
  • Note cross-cutting concerns such as auth, logging, caching, retries, metrics, and configuration.
4. Implementation Details
  • Key algorithms and data structures
  • Error handling and edge cases
  • Performance considerations
  • Technical debt or improvement areas

Output Guidance

Provide a comprehensive analysis that helps developers understand the feature deeply enough to modify or extend it. Include:

  • entry points with file references
  • step-by-step execution flow with data transformations
  • key components and their responsibilities
  • architecture insights: patterns, layers, design decisions
  • dependencies, both external and internal
  • observations about strengths, issues, or opportunities
  • a list of files that are absolutely essential to understand the topic in question

Quality Bar

  • Optimize for clarity and completeness.
  • Prefer concrete call flows over high-level generalities.
  • Read enough context to avoid shallow summaries.
  • Always surface the essential files that should be read next.

© HorizonRobotics, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/feature-dev/code-explorer of HorizonRobotics/RoboOrchardLab.

Open the folder on GitHubat commit 221ec0e

Compare with similar skills

Code Explorer 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.

Code Explorer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Code Explorer this skillHorizonRobotics/RoboOrchardLab173—~721Automated safety check: PassApache-2.0
Finishing a Development Branchobra/superpowers296k5 repos~1.9kAutomated safety check: PassMIT
Typescript Advanced Typesrolling-scopes/rsschool-app10k24 repos~4.2kAutomated safety check: PassMPL-2.0
PR Babysitteropeninterpreter/openinterpreter69k3 repos~4.2kAutomated safety check: PassApache-2.0
Code Review ChecklistshareAI-lab/learn-claude-code78k5 repos~1.1kAutomated safety check: PassMIT
Greplooponyx-dot-app/onyx32k4 repos~3.3kAutomated safety check: PassMIT

Similar skills

  • Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.

    296k GitHub starsUsed in 5 repos~1.9k tokens
    DevelopmentAuto-check passed
  • Typescript Advanced Types

    rolling-scopes/rsschool-app

    Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications.

    10k GitHub starsUsed in 24 repos~4.2k tokens
    DevelopmentAuto-check passed
  • PR Babysitter

    openinterpreter/openinterpreter

    Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.

    69k GitHub starsUsed in 3 repos~4.2k tokens
    DevelopmentAuto-check passed
  • Code Review Checklist

    shareAI-lab/learn-claude-code

    Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.

    78k GitHub starsUsed in 5 repos~1.1k tokens
    DevelopmentAuto-check passed
  • Greploop

    onyx-dot-app/onyx

    Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments.

    32k GitHub starsUsed in 4 repos~3.3k tokens
    DevelopmentAuto-check passed
  • Guidelines

    akash-network/node

    Behavioral guidelines to reduce common LLM coding mistakes. An agent skill from akash-network/node.

    1.1k GitHub starsUsed in 22 repos~577 tokens
    DevelopmentAuto-check passed

More from HorizonRobotics/RoboOrchardLab

All 8 skills in this repo
  • Feature Dev

    HorizonRobotics/RoboOrchardLab

    Guided feature development with codebase understanding and architecture focus.

    173 GitHub stars~797 tokensUpdated 13 days ago
    Auto-check passed
  • Codereview Family

    HorizonRobotics/RoboOrchardLab

    Structured code review family for explicit heavy review requests and architecture-sensitive review/evaluation requests.

    173 GitHub stars~724 tokensUpdated 13 days ago
    Auto-check passed
  • Architecture Review

    HorizonRobotics/RoboOrchardLab

    Review local code, diffs, modules, directories, or design changes for consequential architecture issues when the user explicitly asks for architecture review, when an upstream review routes…

    173 GitHub stars~1k tokensUpdated 13 days ago
    Auto-check passed
  • Prmr Codereview

    HorizonRobotics/RoboOrchardLab

    Review a GitHub PR or GitLab MR when the task is a PR/MR review or comment flow.

    173 GitHub stars~961 tokensUpdated 13 days ago
    Auto-check passed
  • Code Architect

    HorizonRobotics/RoboOrchardLab

    Designs feature architectures by analyzing existing codebase patterns and conventions, then providing comprehensive implementation blueprints with specific files to create or modify, component…

    173 GitHub stars~750 tokensUpdated 13 days ago
    Auto-check passed
  • Code Reviewer

    HorizonRobotics/RoboOrchardLab

    Reviews code for bugs, logic errors, security vulnerabilities, code quality issues, and adherence to project conventions, using confidence-based filtering to report only high-priority issues that…

    173 GitHub stars~1.2k tokensUpdated 13 days ago
    Auto-check passed

Categories

Questions about Code Explorer

What does Code Explorer do?

Deeply analyzes existing codebase features by tracing execution paths, mapping architecture layers, understanding patterns and abstractions, and documenting dependencies to inform new development. Code Explorer is an agent skill from HorizonRobotics/RoboOrchardLab. Deeply analyzes existing codebase features by tracing execution paths, mapping architecture layers, understanding patterns and abstractions, and documenting dependencies to inform new development.

When should I use Code Explorer?

Code Explorer fits situations like: development work in your project.

How do I install Code Explorer in Claude Code?

Run `npx skills add HorizonRobotics/RoboOrchardLab --skill code-explorer -a claude-code`. Or copy the skill folder (.agents/skills/feature-dev/code-explorer in HorizonRobotics/RoboOrchardLab) into .claude/skills/code-explorer in your project. Claude Code loads it when a task matches its description.

How do I install Code Explorer in Codex?

Run `npx skills add HorizonRobotics/RoboOrchardLab --skill code-explorer -a codex`. Or copy the skill folder (.agents/skills/feature-dev/code-explorer in HorizonRobotics/RoboOrchardLab) into .agents/skills/code-explorer in your project. Codex loads it when a task matches its description.

Can I use Code Explorer 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 HorizonRobotics/RoboOrchardLab --skill code-explorer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/code-explorer, .gemini/skills/code-explorer, .github/skills/code-explorer and .opencode/skills/code-explorer in your project.

What does Code Explorer need to run?

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

Does Code Explorer 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 Code Explorer 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 Code Explorer use?

Code Explorer is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Code Explorer use?

About 721 tokens (SKILL.md is roughly 2.9k 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 Code Explorer?

Skills that share tags, products or a category with Code Explorer: Finishing a Development Branch (obra/superpowers, 296k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars), PR Babysitter (openinterpreter/openinterpreter, 69k stars) and Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Code Explorer?

HorizonRobotics (a GitHub organization) maintains it in HorizonRobotics/RoboOrchardLab, which has 173 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 24, 2026.

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