ResearchRaven
AI-powered research-to-content pipeline that processes knowledge in three stages: Research (linear) → Knowledge Organization (hierarchical) → Content Generation (linear). ResearchRaven automates the entire journey from source collection to publication-ready content like blog posts, newsletters, and LinkedIn posts. The architecture is grounded in communication theory (Shannon, Saussure, Miller) and the principle that hierarchical knowledge must be linearized for human consumption. Features parallel multi-agent research, a hierarchical knowledge base with MCP server interface, style patterns for multiple output formats, and a humanize post-processing pass. Built entirely using the AI Development Framework with Claude Code.
Start Date
February 10, 2026
End Date
Ongoing
Duration
1 week
Tickets Created
28
Tickets Completed
28
AI Sessions
4
- ●✅ 3-stage architecture grounded in communication theory
- ●✅ Competitive research on 10 AI research tools
- ●✅ Deep research on linearization theory (82 sources)
- ●✅ Knowledge extraction patterns (extract-wisdom, summarization)
- ●✅ Hierarchical mind map structure for knowledge organization
- ●✅ Style patterns for blog, newsletter, and LinkedIn content
- ●✅ Humanize post-processing for natural writing style
- ●✅ First E2E test: research knowledge → blog draft
- ●✅ Delta-detection schema for incremental knowledge updates
- ●✅ Topic-Config YAML format for automated research scheduling
- ●✅ Perspective-driven research templates (technology, business, research)
- ●✅ Query rewriting for optimized search results
- ●✅ Stage 1 research pipeline with Claude CLI Web Search
- ●✅ Source quality assessment with automated evaluation
- ●✅ Validated AI Development Framework for AI pipeline projects
This project follows a multi-repository architecture with specialized repositories for different concerns.
Meta Repository
Private Repository
App (Orchestration)
Private Repository
Research (Stage 1)
Private Repository
Knowledge (Stage 2)
Private Repository
Content (Stage 3)
Private Repository
AI Conversations
Private Repository