New Skill Forged: The Algorithm Design Manual

New Skill Forged

The Algorithm Design Manual, 2nd Edition by Steven S. Skiena. 730 pages.

The practical algorithm designer’s reference — technique + problem catalog. Skiena’s ‘war stories’ show how problems arise in practice. The Hitchhiker’s Guide catalogs 75 classic problems with implementations.

What this skill teaches Claude to do:

• Model real-world problems as known algorithmic problems (graph, DP, matching, etc.)
• Select correct data structure from requirements (hash table vs BST vs heap vs union-find)
• Choose sorting algorithm based on data characteristics and stability requirements
• …and 7 more

Browse the full skill at /skills/algorithm-design-manual

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