Hierarchical Matching Systems
Expertise in architecting, implementing, reviewing, and debugging hierarchical matching systems.
by petekp
The skill
Expertise in architecting, implementing, reviewing, and debugging hierarchical matching systems. Use when working with: (1) Two-sided matching (Gale-Shapley, hospital-resident, student-school), (2) Assignment/optimization problems (Hungarian algorithm, bipartite matching), (3) Multi-level hierarchy matching (org charts, taxonomies, nested categories), (4) Entity resolution and record linkage across hierarchies. Triggers: debugging match quality issues, reviewing matching algorithms, translating business requirements into constraints, validating match correctness, architecting new matching systems, fixing unstable matches, resolving constraint violations, diagnosing preference misalignment.
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Use this skill
Connect your agent to the Skill Store MCP server and ask for it by ref: petekp/hierarchical-matching-systems-80598392625.
Details
- Publisher
- petekp
- Category
- Software Development › Misc
- Updated
- 2026-06-04
References
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