diff --git a/docs-site/docs/features/content-strategy/implementation-status.md b/docs-site/docs/features/content-strategy/implementation-status.md new file mode 100644 index 00000000..2ba0b7ba --- /dev/null +++ b/docs-site/docs/features/content-strategy/implementation-status.md @@ -0,0 +1,89 @@ +# Content Strategy Implementation Status (Verified) + +_Last verified: May 26, 2026_ + +This page reflects a static code review of the **current implementation** and supersedes older roadmap claims in internal notes. + +## What is implemented now + +### Backend service architecture +Implemented modular service structure under: +- `backend/api/content_planning/services/content_strategy/core/` +- `backend/api/content_planning/services/content_strategy/ai_analysis/` +- `backend/api/content_planning/services/content_strategy/onboarding/` +- `backend/api/content_planning/services/content_strategy/performance/` +- `backend/api/content_planning/services/content_strategy/utils/` + +### AI analysis module +Implemented: +- AI recommendation and analysis services +- Prompt engineering support +- Quality validation paths +- Multiple analysis modes and fallback handling + +Key files: +- `ai_analysis/ai_recommendations.py` +- `ai_analysis/prompt_engineering.py` +- `ai_analysis/quality_validation.py` +- `ai_analysis/strategy_analyzer.py` + +### Onboarding integration +Implemented (not placeholder-only): +- Onboarding data aggregation/integration +- Field transformation from onboarding inputs to strategy fields +- Data quality assessment scaffolding and scoring paths + +Key files: +- `onboarding/data_integration.py` +- `onboarding/field_transformation.py` +- `onboarding/data_quality.py` + +### Core strategy orchestration +Implemented: +- Main strategy service orchestration +- Constants and field mapping support +- API endpoint wiring in content strategy route modules + +Key files: +- `core/strategy_service.py` +- `core/constants.py` +- `core/field_mappings.py` + +## Partially implemented / needs hardening + +### Performance layer +Files exist and are wired, but should be treated as **hardening required** for production-grade behavior: +- `performance/caching.py` +- `performance/optimization.py` +- `performance/health_monitoring.py` + +Recommended hardening: +- Redis TTL policy verification +- cache invalidation consistency +- dependency health telemetry and alertability + +### Utility + transformation overlap +There is overlap risk between: +- `onboarding/field_transformation.py` +- `utils/data_processors.py` + +Recommended hardening: +- define one canonical transformation path +- align confidence/data-quality contract across services + +## Not yet complete (from roadmap perspective) + +- Advanced real-time analytics dashboards +- fully matured predictive insights / ML workflows +- enterprise collaboration workflows (versioning/approval patterns) + +## Documentation policy + +For public docs-site pages: +1. Treat this page as implementation truth for status language. +2. Use "implemented", "partial", or "planned" only when mapped to concrete files. +3. Avoid stale milestone dates; use explicit verification dates. + +For internal docs in `docs/`: +- keep architecture notes and historical plans, +- but avoid status claims that conflict with this verified page. diff --git a/docs-site/docs/features/content-strategy/overview.md b/docs-site/docs/features/content-strategy/overview.md index 34ac747d..26772af6 100644 --- a/docs-site/docs/features/content-strategy/overview.md +++ b/docs-site/docs/features/content-strategy/overview.md @@ -3,6 +3,14 @@ ALwrity's Content Strategy module is the brain of your content marketing efforts, providing AI-powered strategic planning, persona development, and content calendar generation to help you create a comprehensive, data-driven content marketing strategy. ## What is Content Strategy? +## Current implementation status + +For the latest verified implementation state, see: + +- [Content Strategy Implementation Status (Verified)](./implementation-status) + +This overview explains capabilities; the status page is the source of truth for what is currently implemented versus planned. + Content strategy is the planning, development, and management of content to achieve specific business objectives. ALwrity's AI-powered approach transforms complex strategic planning into an automated, intelligent process that delivers measurable results. diff --git a/docs/Content strategy/README.md b/docs/Content strategy/README.md new file mode 100644 index 00000000..c9c3c7dc --- /dev/null +++ b/docs/Content strategy/README.md @@ -0,0 +1,14 @@ +# Content Strategy Internal Docs + +This folder contains internal design notes, implementation plans, and historical migration artifacts. + +## Source of truth for current status + +Use docs-site first for externally consumed, up-to-date implementation status: +- `docs-site/docs/features/content-strategy/implementation-status.md` + +## Guidance + +- Treat roadmap/phase files here as planning or historical context unless explicitly re-verified. +- Before executing work from a plan in this folder, verify against current backend modules under: + - `backend/api/content_planning/services/content_strategy/`