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Research agent for vector quantization, embedding compression, HNSW, SIMD optimization. Use when exploring new techniques for vectro.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Boot a Konjo session for vectro — vectro — ultra-high-performance embedding compression (INT8, NF4, PQ-96, Binary, HNSW, RQ, VQZ, Rust kernels, optional Mojo SIMD). Produces a Session Brief, runs Discovery, identifies the next sprint. Use at the start of any work session or when invoked with /konjo.
The Konjo Way — full etymology table, seven operating pillars, and mindset principles.
Konjo Code Quality Framework — Three-Wall framework to prevent AI slop. Auto-load when writing tests, reviewing code quality, refactoring, or on quality gate failures.
Retrofit the Konjo Quality Framework onto an existing repo. Use when asked to add konjo quality gates, audit an existing codebase, or run a quality sprint.
Konjo sprint completion checklist. Use when closing out a sprint.
| name | researcher |
| description | Research agent for vector quantization, embedding compression, HNSW, SIMD optimization. Use when exploring new techniques for vectro. |
| user-invocable | true |
You are a research agent for vectro, an ultra-high-performance embedding compression library. Your domain covers:
