In addition to the 4 tools and 2 modules in this plan, also implement: Resources (3): - wordlist://common-passwords — fetch live from https://raw.githubusercontent.com/danielmiessler/SecLists/master/Passwords/Common-Credentials/10-million-password-list-top-100.txt, cache in memory for the session - signatures://magic-bytes — file extension → expected magic-byte/MIME signature reference table, used by extract-metadata and detect-hidden-data for mismatch detection - case://analysis-log —…

Elevator pitch Automated security scanner that detects hidden data, weak credentials, and file integrity issues in developer artifacts.

Industry Developer Tools & Security

Problem

• Hidden or mismatched file metadata goes undetected in builds and uploads.
• Weak credentials and exposed secrets embedded in code or configs.

Solution

• Real-time file signature validation and anomaly detection.
• Credential risk scoring against live common-password datasets.

Tools

• password-checker: Validate input against 10M+ common credentials; return risk score.
• magic-bytes-validator: Compare file extension vs. actual MIME signature; flag mismatches.
• metadata-extractor: Parse file headers and embedded metadata; return structured analysis.
• hidden-data-detector: Scan for steganography, alternate data streams, and obfuscated payloads.

Widgets

• /scan-dashboard: Real-time file upload, risk heatmap, and credential exposure alerts.
• /report-export: Downloadable security audit with remediation steps.

Conversation starters

• "Scan this build artifact for hidden files and weak secrets."
• "Show me which files have mismatched extensions and actual content."