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vola-trebla

Release Readiness Triage MCP

by vola-trebla

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    TDQS

    A4.1/5.0

    Scored across 6 tools

    Disambiguation4/5

    Each tool targets a distinct analysis step: grouping failures, scoring flakiness, correlating code changes, detecting temporal patterns, assessing rollback readiness, and final recommendation. Some overlap exists between cross_reference_flakiness and detect_temporal_failure_patterns (both identify non-regression failures), but descriptions clearly distinguish their inputs and purpose.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case (e.g., aggregate_suite_failures, correlate_code_changes). The verbs are varied and descriptive, and the naming scheme is uniform throughout the set.

    Tool Count5/5

    Six tools is well-scoped for a release readiness triage server. Each tool represents a necessary step in the triage workflow, with no redundant or trivial additions.

    Completeness4/5

    The tool set covers the full triage pipeline from raw failure aggregation through final recommendation, plus rollback readiness. Minor gaps exist: the agent must supply flakiness history and changed files externally, and there is no direct tool to retrieve raw CI output, but these are acceptable workarounds.

    Maintenance

    ActivityInactive
    ResponsivenessUnresponsive