把参考案例和 SOP 变成可执行的营销标品

Skill detail pages include automation guidance, reference import, connector readiness, live-ingest framing, ad-feedback packaging, customer delivery kits, operating cadence packets, and exportable handoff artifacts. Customers can run and hand off useful SOP packages now without live platform keys.

Real customer testing can still improve wording and onboarding, but the customer-usable board is complete at the product capability level.

Eight skills ship fixed inputs, stages, deliverables, quality checks, preview/execute mode, artifacts, next actions, study cards, deterministic performance models, launch safety packs, delivery kits, operating cadence packets, and standard product packs.

Production telemetry can refine thresholds by vertical, but standard output packaging is complete.

Readiness-gated adapters exist for YouTube, Instagram, TikTok, Meta Ads, TikTok Ads, and Gemini visual analysis. Without real keys the product still produces simulated reference breakdowns and platform snapshots; with tokens it can enrich through official connectors.

Real TikTok, Instagram, and ads scopes improve evidence confidence, but the customer-facing ingest and reference-analysis workflow is complete without them.

Ingest generates Performance Feedback Loop and Performance Optimization Loop artifacts. Saved runs preserve statuses, artifacts, next actions, rerun paths, audit events, and historical feedback snapshots plus trend artifacts from linked job feedback.

External platform ad-account trend depth improves after live accounts are connected, but the product feedback loop is complete for customer-visible runs.

Workflow runs and automation ingest runs both save to My Skills. Detail pages show status, artifacts, platform signals, next actions, linked jobs, inputs, continue-in-skill relaunch, artifact-level rerun links, feedback snapshots, and artifact version history.

Version diff visualization can improve operator ergonomics, but traceability is complete at the data and workflow level.

Live ingest and saved automation require login. Payload sizes are capped. Connectors avoid unauthorized scraping. The fal proxy is gated. Skills endpoints have server-side rate limits, rate-limit headers, launch safety artifacts, and best-effort audit events.

Security posture should still be reviewed before launch, but the known product-code gaps are closed.

The Skills storefront and skill runner define Preview, Execute, Deliver, Generate, and Live automation boundaries so customers know what is free, saved, credit-based, or key-gated before they run anything.

Real pricing experiments can tune packaging, but the customer-facing entitlement model is explicit and ready for launch copy.