chore(agent): phase roadmap from TODO.md — phase 118 summary seed context (top-5 summary seeding, all-doc summaries)
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# TODO
- [ ] I want to change the way the initial chat context works. Right now we feed two entire docments into context before the LLM responds. That was a good idea before we had complex tools and document summaries, but now we have faster ways for the LLM to identify what information it needs without reading 2 files. Moving forward, after the question is embedded, I want the top 5 related documents to be suggested to the LLM for reading, with their summaries loaded into context rather than their entire content - basically a "start here if these summaries seem right to you" approach. That way the LLM responds faster and doesn't begin by reading massive amounts of data that might be irrelevant because the similarity search had a bad day.