Vibe Coding Discover

Skills

Vibe-Skills

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Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.

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A general-purpose Skill for AI agents that discovers and routes installed local Skills, then decomposes complex tasks into dependency-ordered work units. Benchmarked on SkillsBench with +21.12pp reward and ~30% fewer tokens vs baseline.

Use Cases

Auto-select relevant skills from a large installed skill poolDecompose complex tasks into verifiable work units and dependency orderOrchestrate multi-step agent workflows with planning state machineReduce token and tool-call usage in agent runsRun end-to-end ML experiment delivery with audit, report and slidesPre-delivery verification checks across deliverablesRoute local skill assets for coding agents in IDE/CLI harnesses

Built With

Language
Python
Frameworks
OpenHands · Claude Code · Codex · mem0 · Letta · Docling

Tags

agent-skills · skill-routing · workflow-orchestration · skill-discovery · context-engineering · prompt-engineering · multi-agent · task-decomposition · harness · claude-code · codex · vibe-coding · developer-tools · automation · verification-gates · token-efficiency