heap-seance
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TDQS
Scored across 8 tools
Tools cover distinct diagnostic actions—process listing, heap dump, class histogram, MAT suspects, JFR start/summary, GC snapshot, allocation profile—so an agent can usually pick based on the futored operation. Minor proximity exists between heap_dump and class_histogram, but names plus conceptual roles keep them separate.
All names share the java_ prefix and snake_case, which helps. However, the verb placement is inconsistent: list_processes and jfr_start use a verb, while mat_suspects, class_histogram, and gc_snapshot are pure noun phrases without an obvious action word.
Eight tools is well within the ideal range for a focused Java diagnostics server. Each tool covers a distinct diagnostic technique (JFR, heap analysis, allocation profiling, GC snapshots), and none feel redundant or extraneous.
The server covers the core heap and JFR workflows: process discovery, heap dumps, class histograms, MAT suspect analysis, and JFR capture/summarization. The main gap is the lack of a JFR stop or thread dump tool, but agents can still achieve the primary diagnosis goals.