walker
Deep crawl functionality that extracts and visits internal links from a webpage.
Best use case
walker is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Deep crawl functionality that extracts and visits internal links from a webpage.
Teams using walker should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/walker/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How walker Compares
| Feature / Agent | walker | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Deep crawl functionality that extracts and visits internal links from a webpage.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# 🚶 Walker Skill The Walker skill provides "deep dive" capabilities for the toolkit. It allows the agent to explore a website by extracting all internal links from a given page and optionally visiting them in a browser. This is particularly useful when a high-level search (via `Navigator`) doesn't provide enough information and the agent needs to "drill down" into a specific domain. ## Features - **Link Extraction**: Parses HTML to find all links sharing the same domain as the parent page. - **Normalization**: Automatically handles relative paths and cleans fragments. - **Automated Navigation**: Can trigger the host browser to visit discovered pages. - **Data Persistence**: Stores lists of discovered links in `./data/walker/` for future reference. ## Usage ### 1. Extract Links from a URL ```bash python3 skills/walker/scripts/walk.py "https://example.com" ``` ### 2. Extract and Automatically Open in Browser ```bash python3 skills/walker/scripts/walk.py "https://example.com" --navigate --limit 3 ``` ## How it integrates When the **Navigator** or **Wizard** encounters a page that seems relevant but lacks detail, the **Walker** can be invoked to expand the search perimeter within that specific site.
Related Skills
orchestrator_expert
Orchestrator agent that has comprehensive knowledge and command over all available skills in this toolkit to create complex workflows.
neo4j_expert
Store and query Croissant datasets in a Neo4j Graph Database for relational discovery and semantic search.
youtuber
Search for videos on YouTube based on specific keywords. Get list of videos with title, description, and URL.
wizard
The ultimate data integrator. Orchestrates transcription, translation, NLP analysis, and Croissant serialization into a single automated pipeline.
unf
Universal Numeric Fingerprint (UNF) generator. For strings, it splits into words and sorts them alphabetically to provide order-invariant fingerprints. Supports dataframes and files too.
translator
Recognize the language of input content or video scripts and translate them precisely into English using Gemini 3.
transcriber
Fetch and store transcripts from YouTube videos for deep content analysis.
telegram_expert
Send results and notifications to Telegram channels or users.
rohub
Deposit research objects and add semantic annotations to the RO-Hub portal using the rohub library.
ro-crate-expert
Specialized in creating RO-Crate packages from Dataverse metadata, with integrated ODRL-based DID (Decentralized Identifier) attribution and provenance via the ro-crate-py library.
📊 Presentation Expert Skill
The **Presentation Expert** is responsible for transforming complex research data, metadata, and insights into high-impact presentation decks.
photograph
Captures visual snapshots (screenshots) of web pages and records screen sessions (video).