agent-discover-scanner: Command for Claude Code

Grow AgentDiscover Scanner Traction

Autonomous task: increase real-world adoption of the AgentDiscover scanner.

Rules:

• NEVER fake metrics (no artificial stars, downloads, or issues)
• NEVER create fake user testimonials or reviews
• ONLY improve the product, documentation, and discoverability
• Every change must make the scanner genuinely more useful

Execute the following improvement categories in order:

1. First-Run Experience (highest impact)

• Audit the README.md: Can a security engineer go from zero to first scan in under 3 minutes?
• Ensure pipx install agentdiscover && agent-discover-scanner scan-all ~/projects --duration 30 works flawlessly
• Add a "What You'll See" section with REAL example output (not mocked)
• Add a "Common Issues" section addressing known friction points
• Test the install path on a clean Python 3.10+ environment

2. Output Quality

• Ensure scan output is immediately actionable (not just raw data)
• Add a --summary flag that prints a human-readable executive summary
• Add a --report flag that generates a markdown report suitable for sharing with management
• Ensure AIBOM/CycloneDX output is valid and parseable by standard tools
• Add --json output that's clean enough to pipe into jq

3. CI/CD Integration

• Create a GitHub Action: defendai/agentdiscover-action
• Usage: add to any repo's CI to scan for AI agents on every PR
• Output: SARIF format for GitHub Security tab integration
• Create the action.yml, Dockerfile, and documentation
• Write a blog-post-ready tutorial: "Add AI Agent Discovery to Your CI Pipeline in 5 Minutes"

4. Comparison Content

• Create docs/comparisons/ directory
• Write honest comparisons: AgentDiscover vs Cisco DefenseClaw Skills Scanner
• Write: AgentDiscover vs manual grep for AI frameworks
• Write: AgentDiscover vs Nudge Security agent discovery
• Be honest about limitations — credibility > marketing

5. Integration Guides

• Create docs/integrations/ directory
• Write: "Using AgentDiscover with Splunk" (forward JSONL audit to Splunk HEC)
• Write: "Using AgentDiscover with Elastic/Kibana" (filebeat config for scan output)
• Write: "Using AgentDiscover in a Kubernetes cluster" (DaemonSet + Tetragon setup)
• Write: "Using AgentDiscover with GitHub Actions" (reference the action from #3)