What is BLACK_WALL?
BLACK_WALL is a pre-action risk gate for AI agents. It exposes a single tool, forecast, that the agent calls before any irreversible action such as sending an email, making a payment, running SQL, deleting data, or posting content.
How to use BLACK_WALL?
Configure BLACK_WALL in your MCP-compatible client (Claude Desktop, Claude Code, Cursor, or Windsurf) by adding a JSON block with the npx command and your API key. The agent then invokes the forecast tool before each potentially irreversible action; a normal email clears in one call, while a dangerous action returns a hard gate verdict.
Key features of BLACK_WALL
- Single
forecast tool for pre-action risk assessment
- Risk score from 0–100 and reversibility class with rollback cost
- Gate verdict of proceed, confirm, or human-required
- 28 documented failure modes with named red flags (e.g. SQL_NO_WHERE, PROMPT_INJECTION_LIKELY)
- Hard gate that the agent cannot override
- Verdict in approximately 4–8 seconds
Use cases of BLACK_WALL
- Prevent accidental email sends to large recipient lists
- Stop SQL commands that lack a WHERE clause from executing
- Block payment or fund transfer actions that cross environments
- Intercept content posts that contain likely prompt injection attempts
- Require human approval for irreversible data deletion actions
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