Route user intents to GateFlow skills or agents with confidence scoring.
npx skills add https://github.com/codejunkie99/Gateflow-Plugin --skill gf-router
Please help me install this Agent Skill. Skill: gf-router Source: https://github.com/codejunkie99/Gateflow-Plugin/tree/main/plugins/gateflow/skills/gf-router Command: npx skills add https://github.com/codejunkie99/Gateflow-Plugin --skill gf-router
This Skill acts as the routing intelligence for GateFlow, semantically classifying user intent and directing requests to the appropriate skill or agent while managing ambiguity with expand mode.
Say: "I need to route this user request to the correct GateFlow skill." GateFlow will classify and hand off to the most suitable target while handling ambiguity through expand mode.
High-intent search queries and answers about installing and using this skill.
Semantic intent routing classifies user goals based on meaning rather than keywords, computing a confidence score to determine whether to directly hand off the request or trigger expanded dialogue to resolve ambiguity.
To route ambiguous user requests, the system computes a confidence score during intent classification; if ambiguity is detected, it triggers expand mode to gather clarification before orchestrating a structured handoff.
The best way to build rich context for handoffs is using a structured routing protocol that packages the classified intent and confidence score into a structured context object handed off to the target agent.
This intent routing approach uses semantic understanding rather than strict keyword matching, allowing it to determine user goals based on the contextual meaning of the request.
Yes, expand mode is specifically triggered when the confidence score indicates ambiguity, enabling the system to resolve low confidence routing decisions through expanded dialogue before finalizing the handoff.
Automated intent routing may not suit contexts requiring deterministic command dispatch, as it relies on semantic classification and confidence scoring which introduces probabilistic handling and expand mode interactions for ambiguous requests.
RedClausRoute user intents semantically to GateFlow skills or agents.
codejunkie99Resolve ambiguous GateFlow intents via clarifying questions and structured handoff payloads.
pradyumnasagarGuide authors through creating and validating ORS SKILL.md files.
kks0488Routes user requests to the most appropriate skill using confidence scoring.
