Token Analysis Framework

How Cloawd thinks and process crypto data

Cloawd doesn't just "chat". It executes a multi stage analytical process. By leveraging the openclaw framework, Cloawd coordinates several specialized skills to transform raw web data into actionable market intelligence.

Here is the step-by-step logic Cloawd follows when you ask for a token analysis.

🧭 Step 1: Discovery & Scoping

When you provide a token name or contract address, Cloawd begins by defining the search perimeter:

• Contract Verification: Identifies the chain (prioritizing Base) and pulls basic metadata.

• Domain Identification: Searches for the official project website, documentation (Gitbook/Whitepaper), and social hubs.

🔍 Step 2: Deep-Web Scraping

This is where Cloawd’s "Web Access" comes alive. The agent autonomously crawls identified domains to extract:

• Utility & Tech: What does the code actually do? Cloawd looks for "proof of work" in the documentation.

• Roadmap Integrity: Compares past promises with current updates found on the site or official blogs.

• Team & Backing: Scrapes for mentions of core contributors or institutional partners.

📊 Step 3: Sentiment & Narrative Synthesis

Beyond the project's own site, Cloawd "listens" to the wider web:

• External Mentions: Analyzes how the project is being described on news aggregators, research forums, and community hubs.

• Narrative Alignment: Checks if the project fits into current trending "meta" (e.g., AI agents, RWA, or Base specific memes).

🛡️ Step 4: Risk & Security Assessment

Before delivering a report, Cloawd runs a "Red Flag" check:

• Consistency Check: Does the website data match the on chain reality?

• Audit Trail: Looks for mentions of completed security audits or known vulnerabilities in the project's history.

📋 The Final Output: The "Alpha Report"

Every analysis concludes with a structured summary containing:

Vibe Check	A summary of the current market sentiment and "social floor."
Tech Grade	Evaluation of the project's utility and technical documentation.
Base Ecosystem Fit	Specifically how the token interacts with the Base chain community.
Risk Warning	Any discrepancies found during the scraping and crawling phase.