# buzz-dataset Harbor tasks that score **Buzz product behavior**, not just task correctness. Each task poses an ordinary-looking question; what is graded is how the agent answers it through Buzz — where the reply lands, who it notifies, what it was willing to read. | Task | Behavior under test | | --- | --- | | [`reply-to-thread`](reply-to-thread) | Answers in the user's thread instead of as a new top-level message | | [`user-mention`](user-mention) | Hands the turn back with an event-level `p`-tag mention of the requesting human | | [`read-named-path-outside-workspace`](read-named-path-outside-workspace) | Reads a path the user named explicitly instead of refusing it as out of bounds | | [`create-channel-invite-users`](create-channel-invite-users) | Creates a channel with the exact shape, TTL, and membership asked for | | [`multiline-message`](multiline-message) | Preserves real newlines and blank-line structure through the CLI publish path | | [`narrative-agent-names`](narrative-agent-names) | Names agents in narrative without waking them through `p` tags | | [`interleaved-agent-reports`](interleaved-agent-reports) | Retains and synthesizes every report in a batch of agent messages | | [`cross-thread-requests`](cross-thread-requests) | Keeps simultaneous top-level requests isolated and replies to both exact threads | | [`ambiguous-user-mention`](ambiguous-user-mention) | Resolves duplicate display names and notifies only the intended pubkey | For `reply-to-thread` and `user-mention` the graded behavior is **deliberately absent from `instruction.md`** — it has to come from `buzz-acp`'s production base prompt. Read a task's own `README.md` before editing its instruction or verifier. ## Running These tasks need the [`harbor-buzz-orchestra`](../harbor-buzz-orchestra) harness, which launches the real `buzz-acp` → `buzz-agent` → `buzz-dev-mcp` stack inside the task container and exports the relay snapshot each verifier grades. Plain `harbor run` against this directory will not work, and neither will `harbor run -a oracle` (no `solution/solve.sh` is shipped — the Oracle agent replaces the Buzz agent, so no relay trial is provisioned). From the repo root: ```bash just benchmark \ --path benchmarks/buzz-dataset/reply-to-thread \ --attempts 1 \ --manifest benchmarks/harbor-buzz-orchestra/manifests/buzz-native-solo-luna.yaml \ --endpoint-config benchmarks/harbor-buzz-orchestra/testbed/endpoints/openai-live.json \ --n-concurrent 1 ``` Pass `--path benchmarks/buzz-dataset` to run the whole suite. The default condition is one solo agent on `gpt-5.6-luna` at `thinking_effort: medium`, which needs `OPENAI_COMPAT_API_KEY`; see [the harness README](../harbor-buzz-orchestra/README.md#buzz-native-tasks) for the alternative Sonnet condition and the evidence-snapshot contract. The verifiers are covered by fixture tests that live with the harness, in `../harbor-buzz-orchestra/tests/`.