Implement the senior-review recommendations: document the end-to-end agent planning, tool, memory, and response flow; add reproducible task evaluations, latency/cost measurements, and failure-case tests; verify tests and CI coverage; expose security-scan evidence; validate a clean-clone quickstart; surface verified metrics near the README top; add project-specific trade-offs around tool errors, loops, context limits, prompt injection, and observability; and fix stale pending items and typos. Acceptance: no invented capabilities or metrics and all commands reproducible.
Implement the senior-review recommendations: document the end-to-end agent planning, tool, memory, and response flow; add reproducible task evaluations, latency/cost measurements, and failure-case tests; verify tests and CI coverage; expose security-scan evidence; validate a clean-clone quickstart; surface verified metrics near the README top; add project-specific trade-offs around tool errors, loops, context limits, prompt injection, and observability; and fix stale pending items and typos. Acceptance: no invented capabilities or metrics and all commands reproducible.