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## Summary - make `VISION.md`, relevant `VISION_*.md`, and applicable testing guides explicit planning and review inputs for non-trivial Buzz changes - teach managed agents to load repository-root and path-local `AGENTS.md` files after selecting a checkout - distinguish CI evidence from exercising the live workflow for user-visible and integration behavior - turn repeatable mistakes into same-session durable lessons, keeping only load-bearing rules in core memory and promoting shared lessons to team guidance - pin the new managed-agent prompt invariants in tests - preserve the exact display name shown in Buzz when mentioning or addressing someone; never infer or look up a surname merely to sound more complete ### Related issue None found after searching `block/buzz` issues and PRs for agent instruction, vision, and product-intent routing. ### Testing At commit `07ef705b42f58d3be6981165c6959d541ada0ba7`: - `cargo fmt --all -- --check` - `cargo test -p buzz-acp agent_draft_prompt_tests` (4 passed) - mandatory pre-push hooks passed on the exact pushed head: `branch-skew`, `desktop-check`, `desktop-typecheck`, `mobile-test`, `desktop-test`, `rust-tests`, and `desktop-tauri-checks` - `git diff --check origin/main...HEAD` --------- Signed-off-by: Wes <wesbillman@users.noreply.github.com> Co-authored-by: Carl <c7ebe626f000404285d3686e1dc74cc07cc60a9754a150041ba132e14bd3e2ec@buzz.block.builderlab.xyz>