Create an implementation roadmap¶

Task¶

Analyse the entire codebase and create a comprehensive implementation roadmap at /docs/docs/llm/roadmap.md.

Discover the application:
Read all documentation, configuration, and source code files
Identify the application's purpose, domain, and tech stack
Understand the architecture and key integrations
Read the /docs/docs/llm/specs.md file
Analyse current implementation:
Identify all implemented features and functionality
Note partially implemented or incomplete features
Document current architecture and technical decisions
Create implementation roadmap:
Use markdown checkboxes - [ ] for incomplete items
Use - [x] for completed items (based on code analysis)
Organise logically by feature area or functional domain
Order tasks by dependency and priority
Identify next steps:
Critical missing functionality for MVP
Technical debt or improvement areas
Future enhancements
Avoid hallucination - verify with human:
Base roadmap ONLY on evidence found in code, docs, and configs
Do not invent features that aren't mentioned anywhere
Do not assume requirements beyond what's documented or partially implemented
If you see patterns suggesting a feature but no concrete evidence, flag it with: ⚠️ VERIFY: [description]
When uncertain about priorities or next steps, ask: ❓ CLARIFY: [question]
Mark any assumptions clearly: 🔍 ASSUMPTION: [what you're assuming]

After you have completed the above, via a numbered list, ask the user to clarify CLARIFY, ASSUMPTIONS and INCOMPLETE items, in the chat.