Add product analytics as an evidence source and experiment-design mechanism#2
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bfish1996 wants to merge 1 commit into
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Add product analytics as an evidence source and experiment-design mechanism#2bfish1996 wants to merge 1 commit into
bfish1996 wants to merge 1 commit into
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…hanism Teams using validation-os often already have PostHog/Mixpanel/BigQuery telemetry, but their event schemas are workspace-defined and unknowable in advance, so this composes with each platform's own official agent skill (PostHog/ai-plugin, mixpanel/ai-plugins, or an equivalent from skills.sh) for schema discovery and querying rather than reimplementing it. - analytics-metric-resolution.md: shared glossary-check → introspect → gated-disambiguation procedure, reused by both directions - quant-analytics-rubric.md: the quantitative-data trust rubric (schema drift, denominators, segment size, confounds, no post-hoc cherry-picking) - find-evidence/references/product-analytics.md: pulls a measured metric in as revealed-tier evidence - experiment-design/references/analytics-instrumentation.md: pre-registers a live query/metric as the pass/kill bar, optionally wiring a platform's native A/B or feature-flag tools - config/setup/docs updated to declare the new `analytics` evidence source and two new worked examples (08, 09) on the existing Ledgerly thread
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Teams using validation-os often already have PostHog/Mixpanel/BigQuery
telemetry, but their event schemas are workspace-defined and unknowable in
advance, so this composes with each platform's own official agent skill
(PostHog/ai-plugin, mixpanel/ai-plugins, or an equivalent from skills.sh)
for schema discovery and querying rather than reimplementing it.
gated-disambiguation procedure, reused by both directions
drift, denominators, segment size, confounds, no post-hoc cherry-picking)
in as revealed-tier evidence
a live query/metric as the pass/kill bar, optionally wiring a platform's
native A/B or feature-flag tools
analyticsevidence sourceand two new worked examples (08, 09) on the existing Ledgerly thread