Ad Copy Pipeline
Marketing Official v1.2.0Audience targeting, copy generation, variant testing, and optimization
by skrptiq
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Ad Copy Pipeline
Audience targeting, copy generation, variant testing, and optimization
A/B Test Analysis
Interprets experiment results and recommends winning variants
Ad Copy Generation
Generating platform-specific ad copy variants from audience segments, key messages, and platform constraints
Conversion Optimization
Identifies and resolves friction points in the customer journey to improve conversion rates
Ad Campaign Brief
Collects campaign details and target audience for ad copy generation
Ad Copy Generator
Creates platform-specific ad copy with character limits
A/B Testing Protocol
Standard process for running marketing experiments
UTM Parameter Template
Standard UTM naming conventions for campaign tracking
Requirements 1 service, 1 data type
- LLM Service
- pii
Security Passed
Detected
- Services: llm-service
- Permissions:
- Data Handling: pii
Version history 17 releases
GH#863 (K-045 intent/output-mismatch) — wire the `ad-copy-generator` prompt into the workflow so the pipeline actually produces ad copy. Previously the prompt was declared but never invoked: the flow built a campaign brief, then ran A/B and conversion analysis on nothing, then polished nothing. Added an `Ad Copy Generation` step (new backing skill `ad-copy-generation`) after audience segmentation and before the analysis/optimisation/polish stages, bound to the segmentation output. Converted the generator's positional `{{steps.Audience Segmentation.output}}` reference to a `context_params` binding. Re-pinned `polish-language`→1.0.6 and bound its `source` ← the ad-copy step so the output step polishes the real deliverable. Skills 2→3, total 7→8.
GH#845 — republish with American English (en-US) content, completing the source-only GH#805 flip that never reached the Hub. Copy only — no functional or behaviour change.
GH#745 — declare per-step `output: {name, type}` on every execution step (campaign_brief/text, ab_test_analysis/text, conversion_recommendations/text, polished_ad_copy/text). Lights up the #744 rich flow-map with named, typed outputs. Content-only; no bindings or logic changes.
GH#645 Row 3b — migrate to K-037 dep-referenced schema. Strip 9 inline shared-content files and declare 9 hub-shared deps (UUID id + slug name + version + checksum from `gen-dep-checksums.mjs`). Closes pre-Step-3 inline-vendoring for this bundle.
Wave 2: re-signed with canonical engine signing pipeline.
Signature fix — RELEASE_NOTES.md now included in integrity checksum.
Initial catalogue release with full structural and content-quality validation. All scanner checks pass.
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