🛡️ Black Swan Seeker
This skill acts as a contrarian risk analyst, surfacing high-impact outliers and systemic vulnerabilities to stress-test strategies and plans.
npx playbooks add skill nexus-integrated-technologies/black-swan-seeker --skill black-swan-seeker
About Black Swan Seeker
The Black Swan Seeker is a security tool that analyzes potential risks and vulnerabilities by identifying high-impact outliers and systemic weaknesses. It connects to a developer's strategies and plans, enabling them to stress-test and evaluate their robustness. A developer would use the Black Swan Seeker when they need to anticipate and mitigate potential security threats and unexpected events that could impact their project.
At 19 words, this compact prompt gives your agent specialized security expertise with structured patterns and output formats. Install via CLI or copy the prompt below.
Use Cases
- Auditing code for OWASP Top 10 vulnerabilities
- Implementing authentication and authorization patterns
- Reviewing API security, rate limiting, and input validation
- Hardening infrastructure and dependency security
Example Prompts
System Prompt (19 words)
This skill acts as a contrarian risk analyst, surfacing high-impact outliers and systemic vulnerabilities to stress-test strategies and plans.
Frequently Asked Questions
What is Black Swan Seeker?
Black Swan Seeker is a free security skill for AI coding agents. This skill acts as a contrarian risk analyst, surfacing high-impact outliers and systemic vulnerabilities to stress-test strategies and plans.. It provides a specialized system prompt that configures your agent with security expertise.
How do I use Black Swan Seeker with Claude Code?
Run npx playbooks add skill nexus-integrated-technologies/black-swan-seeker --skill black-swan-seeker in your terminal to install Black Swan Seeker into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Black Swan Seeker?
Black Swan Seeker is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Black Swan Seeker free to use?
Yes, Black Swan Seeker is completely free and open source. The full source is available on GitHub at https://github.com/nexus-integrated-technologies/black-swan-seeker/tree/main/SKILL.md. You only need a subscription to the AI agent you use it with.
