Classify user intent using signal-word detection and rule-based approach selection.
npx skills add https://github.com/bennybennison/agent-toolkit --skill intent-gate
Please help me install this Agent Skill. Skill: intent-gate Source: https://github.com/bennybennison/agent-toolkit/tree/main/skills/intent-gate Command: npx skills add https://github.com/bennybennison/agent-toolkit --skill intent-gate
It prevents agents from acting on ambiguous or mis‑identified requests by ensuring each user input is classified into a clear intent before any tools or actions are invoked.
Classify my request and tell me the appropriate intent before proceeding.
High-intent search queries and answers about installing and using this skill.
To classify user intent, you can use signal-word detection to match incoming requests against categories like research, implement, fix, investigate, refactor, and review, ensuring appropriate actions are taken before invoking tools.
Intent classification in agent routing prevents misidentified requests by categorizing ambiguous inputs into clear goals, enabling rule-based approach selection to guide downstream agents with appropriate tooling and safety checks.
Handle mixed-intent requests by ordering actions logically through a sequence of understand, plan, act, and verify, ensuring the workflow addresses multiple overlapping goals safely and effectively.
You need intent classification when the goal, scope, or required tools for an incoming request are ambiguous, such as distinguishing between research, implementation, bug fixing, investigation, refactoring, or review tasks.
No specific dependencies are required to route tasks using intent classification; it operates as a standalone rule-based mechanism applying signal-word detection to select the appropriate workflow approach.
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