Correlate local decision telemetry, trace recording, and emitted evidence across STARFRAME services. Use when arbiter, media, dashboard, or embodiment traces need to line up as one operator-readable storyline.
インストール
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Correlate local decision telemetry, trace recording, and emitted evidence across STARFRAME services. Use when arbiter, media, dashboard, or embodiment traces need to line up as one operator-readable storyline.
Local Trace Evidence Correlation
Use this skill when multiple local repos emit trace or telemetry artifacts for the same workflow.
Workflow
Identify the candidate-generation, telemetry, ranking, trace, and emission surfaces involved.
Collect the minimal trace artifacts needed from each repo.
Normalize timestamps, request IDs, and operator-visible identifiers where possible.
Call out any missing hop that prevents end-to-end correlation.
Produce one clear evidence chain before closing.
Required Evidence
the repos or services correlated
the trace or telemetry artifacts used
the shared identifiers or timing anchors
any missing hop or broken link in the evidence chain
Guardrails
Do not claim end-to-end traceability if one hop is missing.
Prefer bounded metadata over raw payload copying.
Keep private content out of the correlated summary.
Fail closed if trace and operator-visible state disagree.
Best-Fit Companion Skills
$heterogeneous-stack-validation
$repo-c-trace-ndjson-validate
$repo-a-telemetry-kv-guard
$skill-enforcer
Scope Boundary
Use this skill only for cross-repo trace and telemetry correlation.
For schema-level trace validation inside one repo, route to the more specific trace skill for that repo.