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g30tr1x

Project Analyzer

by Gavriel Donovan · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
80
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Install in OpenClaw
/install pal
Description
Analyze any project directory and produce a detailed report covering what the project does, its tech stack, folder structure, entry points, how to run it, an...
README (SKILL.md)

Project Scout

Use this skill whenever the user wants to understand, explore, or get oriented inside a codebase or project folder. Trigger phrases include:

  • "analyze this project"
  • "what does this project do"
  • "I'm new to this codebase, where do I start"
  • "give me an overview of [directory]"
  • "explain the structure of my project"
  • "scan the project"
  • "project report"
  • /scout (slash command)

What you must do

When this skill is triggered:

  1. Identify the target directory. Use the path the user mentions. If none is given, use the current working directory (run pwd to confirm it).

  2. Run the scout script using the exec tool:

python3 {baseDir}/scout.py --path \x3CDIRECTORY>

Replace \x3CDIRECTORY> with the resolved absolute path. Always use --path explicitly.

  1. Present the output as a clean, readable message to the user. Structure it with clear sections. Do not just dump raw text — format it nicely for the chat channel being used.

  2. Offer next steps. After presenting the report, ask if the user wants to:

    • Dive deeper into any specific file or module
    • Get a dependency graph
    • Find the entry point and trace the execution flow
    • Generate a CLAUDE.md / README for the project

Handling errors

  • If python3 is not found: tell the user to install Python 3 and point them to https://www.python.org/downloads/
  • If the path doesn't exist: ask the user to double-check the path and try again
  • If the directory is empty or has very few files: report what was found and note it may be a new/empty project
  • If the output is very long: summarize the key sections and offer to elaborate on any part

Slash command

This skill is available as /scout [path]. Examples:

  • /scout — analyzes current working directory
  • /scout ~/projects/my-app — analyzes a specific path
  • /scout . — explicit current directory

Output format

Structure your reply like this:

🔍 **Project Scout Report**
📁 *\x3Cproject name> — \x3Cone-line summary>*

**What it does**
\x3Cplain English explanation>

**Tech stack**
\x3Clanguages, frameworks, key libraries>

**Structure**
\x3Cbrief tour of the important folders and files>

**Where to start**
\x3Cthe 2-3 files a new dev should read first>

**How to run it**
\x3Cinstall/build/run commands if found>

**Notes**
\x3Canything unusual, TODOs, missing docs, etc.>

Keep it conversational and useful. This is meant to orient a developer, not just dump data.

Usage Guidance
This skill looks coherent and purpose-aligned. Before installing or running it, choose a specific project directory and avoid folders containing secrets, credentials, or unrelated private files; review the generated report before sharing it elsewhere.
Capability Analysis
Type: OpenClaw Skill Name: pal Version: 1.0.0 The skill bundle is a legitimate project analysis tool designed to provide an overview of a codebase. The core logic in 'scout.py' performs read-only filesystem operations to identify tech stacks, directory structures, and entry points without any network activity or data exfiltration. The 'SKILL.md' instructions are well-defined and align with the stated purpose of assisting a developer with project orientation.
Capability Assessment
Purpose & Capability
The stated purpose and visible behavior are coherent: the skill analyzes a project directory and produces an orientation report. That purpose necessarily involves reading local project files.
Instruction Scope
The skill is user-triggered and explicitly passes a target path, but if no path is provided it defaults to the current working directory, which could analyze more than the user intended.
Install Mechanism
The install requirements are limited to Python 3, with no hidden package installs, remote scripts, or unexpected dependencies evidenced.
Credentials
Reading local project structure, configs, and source samples is proportionate for a project analyzer, but users should avoid running it on directories containing secrets or unrelated private material.
Persistence & Privilege
No credentials, persistent storage, background execution, network exfiltration, or elevated privileges are evidenced in the supplied artifacts.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install pal
  3. After installation, invoke the skill by name or use /pal
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial skill release. Major simplification and refocus: - Replaces complex SDD document generator with a streamlined project analysis tool. - Single script (scout.py) now generates comprehensive project overviews. - Obsolete files, templates, and configuration removed (20 files deleted). - New simple interface: `/scout [path]` slash command or direct query support. - Output now directly answers "what is this project, how does it work, and where do I start".
Metadata
Slug pal
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Project Analyzer?

Analyze any project directory and produce a detailed report covering what the project does, its tech stack, folder structure, entry points, how to run it, an... It is an AI Agent Skill for Claude Code / OpenClaw, with 80 downloads so far.

How do I install Project Analyzer?

Run "/install pal" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Project Analyzer free?

Yes, Project Analyzer is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Project Analyzer support?

Project Analyzer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Project Analyzer?

It is built and maintained by Gavriel Donovan (@g30tr1x); the current version is v1.0.0.

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