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Foundational walk through the skyflow project. Read top to bottom if you're new; no prior context assumed.
More about this project on the Skyflow hub.
Use when: onboarding to skyflow service boundaries; deciding which service owns a new endpoint; tracing a request from client to data store
Use when: adding a new tier-gated endpoint; answering 'why did this user get 429'; pricing or upgrading a feature
Use when: writing a migration that touches user identity; debugging duplicate subscription rows; implementing GDPR delete
Use when: adding a new event type to a protobuf file; debugging duplicate event delivery; tracing a request across services with correlation_id
Use when: adding a new event subject; diagnosing missed events or slow consumers; sizing storage for a new tenant
Use when: naming a brand-new event subject; writing a NATS subscription filter; reviewing a PR that introduces an event
Use when: tracing a slow timeline analysis; adding a new analysis algorithm; investigating missing XP after analysis
Use when: auditing a user's XP balance; designing a new XP-earning action; investigating suspicious XP spikes
Use when: adding a new achievement definition; debugging why an achievement did not unlock; writing a unit test for criteria evaluation
Use when: adding a new leaderboard variant (per-tier, monthly); debugging stale rank values; estimating Redis memory for N users
Use when: answering 'why did my streak break'; implementing a streak-related achievement; rolling out a streak-freeze grant policy
Use when: adding a new push notification type; scaling realtime-gateway horizontally; debugging dropped SSE events
Use when: wiring a new Polar webhook event; diagnosing why a tier upgrade did not apply; writing an HMAC verification test
Use when: responding to a DLQ size alert; replaying failed XP awards after a bug fix; deciding max_deliver for a new consumer
Use when: adding a new landing-page stat card; diagnosing stale dashboard numbers; estimating the cost of a refresh cycle
Use when: implementing a tier-gated endpoint; rotating the JWT signing key; diagnosing a 401 on a valid token
Use when: writing the Skyflow tagline or homepage hero; explaining what Skyflow is to a Bluesky user in one sentence
Use when: writing the pricing page or upgrade copy; deciding which tier to recommend in support replies
Use when: writing dashboard copy, score tooltips, or share-card text; explaining what Skyflow actually measures, in plain English
Use when: replying to 'why is the site down?' emails; writing the relaunch announcement or waitlist email
Use when: responding to 'doesn't Hootsuite already do this?'; positioning Skyflow against general social analytics suites