---
title: "Tekne Module Taxonomy"
id: tekne-module-taxonomy
description: "Assessment of documentation quality and purpose by module"
alwaysApply: false
---

# Tekne Module Taxonomy

Assessment of documentation quality and pedagogical readiness across the stack.

## Grade A: Pedagogical Gold Standard (TAOCP / Mackay Style)

| Module | Lines | Additions |
|:---|:---|:---|
| `jin/hnsw` | ~210 | Mathematical invariant check, probability distribution |
| `tier/kmeans` | ~110 | Hard vs soft, GMM math, linkage table |
| `hyp` (lib.rs) | ~80 | **Model selection table**, when NOT to use |
| `innr` (lib.rs) | ~60 | **Function selection table**, SIMD dispatch |

## Verification Checklist

For each module, verify:
- [ ] Problem statement (what does this solve?)
- [ ] Why this approach (what's the insight?)
- [ ] Comparison to alternatives (when to use/not use)
- [ ] Parameters with effects (not just names)
- [ ] Complexity (time/space)
- [ ] Working code example
- [ ] References (papers, not just URLs)
