blacklightv0.1.0

An autonomous trading agent using OpenClaw must justify every trade with transparent reasoning, including expected upside, downside, and alignment with predefined risk limits. Blacklight monitors the agent's decisions, flags any deviation from the trading strategy, and enforces a session cumulative loss limit.

Multiple agents handle procurement, logistics, and payments. Blacklight manages trust tiers (SUPERVISED, ESTABLISHED, TRUSTED) and requires permission escalation for actions like placing large orders or modifying contracts. It audits inter-agent communication for injection attacks.

A customer support agent accesses sensitive user data. Blacklight classifies every data retrieval as ROUTINE or SENSITIVE, logs all data transfers, and alerts on bulk queries or anomalous download patterns. It also enforces source attribution to prevent impersonation.

A personal assistant agent has a SOUL.md outlining ethical commitments and communication style. Blacklight periodically checks for alignment, flagging any drift (e.g., becoming overly persuasive or deviating from stated boundaries). It also mitigates prompt injection attempts.

After a suspicious transaction, Blacklight performs a deep audit: reconstructs the agent's reasoning chain, checks memory integrity (including external-provenance poisoning), and reviews tool usage logs. It generates a standardized incident report with recommendations for re-hardening.

Blacklight is offered as a monthly subscription with tiers based on number of agents monitored and advanced features (e.g., custom threat patterns, incident response playbooks). Free tier monitors up to 3 agents with basic hardening checks.

Deploy Blacklight on-premise for large organizations and provide consulting services for setup, customization, and ongoing threat analysis. Charge a one-time implementation fee plus annual licensing.

Allow third-party skill developers to integrate with Blacklight’s threat detection and receive a commission for each flagged incident that leads to a premium upgrade. Also offer a 'certified compatible' badge for skills that pass Blacklight’s vetting.