Results for “tool-confusion”

Recommends the best skill, agent, or command for a given task by classifying intent and scanning available tools.

Design tool descriptions, schemas, and response formats that agents can reliably route on, including MCP server design, tool-set consolidation, and naming conventions.

Creates or modifies agent tools for OpenAI Agents SDK, covering search, analysis, API integration, and database query patterns with caching and metrics.

Analyzes prompt injection, retrieval poisoning, memory contamination, planner drift, and tool-boundary abuse in agentic systems, mapping trust boundaries and proving exploit chains.

Apply least-privilege tool allowlisting, identity binding, and human-in-the-loop controls for agent tool calls.

Design multi-agent AI workflows with clear boundaries, handoffs, and monitoring for complex product management tasks.