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algo-referencelisted

Use when checking an algorithm or data-structure anti-pattern, weighing a contested question, confirming whether a claim is still current (snapshot verified August 2026), finding the books and sources, or needing the structure selection table, the latency numbers worth keeping in your head, and the checklist to run before optimizing. Companion to the other algorithms-deep-dive skills.
adammatthewsteinberger/vibey-skills · ★ 1 · AI & Automation · score 72
Install: claude install-skill adammatthewsteinberger/vibey-skills
# Algorithms Deep Dive: Anti-Patterns, Contested Questions, Currency, and Canon > **Part 5 of 5** of the *Algorithms Deep Dive* reference (plugin `algorithms-deep-dive`), covering §15–§20. Sibling skills: `algo-foundations-and-machine-model` (§0–§2), `algo-data-structures` (§3–§6), `algo-core-algorithms` (§7–§11), `algo-probabilistic-concurrency-and-measurement` (§12–§14). Section numbers are shared across the set; a reference written as §N → `skill` points into that sibling skill. > > **Currency:** Verified August 2026. See §17 below for the currency snapshot and what goes stale first. > **How to read this.** Reference, not a course, and deliberately complementary to a > theory-of-computation reference: **that** answers "is this solvable and how hard is it"; > **this** answers "which structure, which algorithm, and why is it slower than the > analysis said." > > Three markers: > - **[DURABLE]** — established algorithms, structures, and engineering practice. Most of > this document. > - **[VERSIONED]** — library implementations, hardware behaviour, recent results. > - **[CONTESTED]** — genuine disagreement. > > **⚠️ GOTCHA** boxes mark the places where the textbook answer and the production answer > diverge. > > **The three framings that organize everything below:** > 1. **Data structure choice is algorithm choice.** Most "algorithm problems" in real > systems are solved by picking the right structure and letting the algorithm fall out. > **If your algorithm is comp