Expand recommendation signal extraction and ranking

feat: harden workflow resilience and recommendation quality

feat: tighten panel into compact report layout

fix: wire panel runs to real workflow

Merge branch 'codex/project-plan'

docs: finalize local product v1 workflow

feat: add live panel polling and resilient states

Add Apache 2.0 license

Add public roadmap

Prepare repository docs for remote publication

chore: initialize repository

fix: harden memory path writes

feat: add retrospective workflow toolkit

feat: add retrospective workflow toolkit

chore: prepare v0.1.0 release

chore: ignore python cache files

feat: scaffold agents-first kit