Route user intent to orchestrators or skills via pattern and complexity checks.
npx skills add https://github.com/mferris77/SpringBoard --skill do-mferris77
Please help me install this Agent Skill. Skill: do Source: https://github.com/mferris77/SpringBoard/tree/main/vscode-citadel-harness/skills/do Command: npx skills add https://github.com/mferris77/SpringBoard --skill do-mferris77
Users often don't know which orchestrator or skill should handle a request and risk over- or under-allocating resources; this Skill automatically determines the cheapest capable path and routes intent to the correct handler so users can ask for work without knowing internal tooling.
Ask the harness to handle a vague task by saying: /do fix the login bug in the authentication flow.
High-intent search queries and answers about installing and using this skill.
Intent routing automatically classifies task complexity, scope, and persistence using pattern matching and LLM classifiers to direct requests to the most appropriate orchestrator or skill for execution.
Automated routing evaluates active-state conditions, skill keyword lookups, and proportionality checks to select the cheapest capable execution path, defaulting to a safe fallback when targets fail.
Safe skill discovery uses a lightweight registry lookup with trust-level gating and proportionality downgrades to ensure minimal, context-appropriate orchestration that prevents over-allocation.
Yes, the system provides explicit escape hatches allowing you to bypass automated intent routing and directly invoke a specific handler or orchestrator when needed.
When intent routing fails to find matching resources or targets fail, the system applies graceful handling rules and defaults to a safe fallback orchestrator to prevent execution failures.
JNZaderRoute requests through pattern matching, session state, keyword lookup, then LLM classification.
hopeovertureMap ambiguous user requests to appropriate WorldCrafter skills via decision trees.
cedriczielInstrument Go applications with OpenTelemetry for traces, metrics, and OTLP export.
latestaiagentsRoute LLM tasks to models based on complexity, cost, and latency.
