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6 changes: 5 additions & 1 deletion README.md
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Expand Up @@ -46,6 +46,8 @@ pip install h5i-orchestra
Create `ensemble.py` inside the Git repository the agents should modify. This workflow let Claude and Codex independently implement the same task, review and improve each other’s work, and then select the better result.

```python
import asyncio

from h5i.orchestra import Conductor

async def main(task):
Expand Down Expand Up @@ -91,7 +93,9 @@ If you use [herdr](https://herdr.dev) (an agent multiplexer for the terminal), p

- [arena_score.py](./examples/tutorial/arena_score.py): independent arena ranking;
- [ensemble_score.py](./examples/tutorial/ensemble_score.py): mutual-review ensembles;
- [debate_then_build.py](./examples/tutorial/debate_then_build.py): architect-to-implementer pipelines;
- [pipeline_score.py](./examples/tutorial/pipeline_score.py): architect-to-implementer pipelines;
- [debate_then_build.py](./examples/tutorial/debate_then_build.py): debate a design question before building;
- [quorum_ensemble.py](./examples/tutorial/quorum_ensemble.py): majority-quorum ensembles;
- [review_escalation.py](./examples/tutorial/review_escalation.py): conditional review escalation;
- [judge_panel_score.py](./examples/tutorial/judge_panel_score.py): LLM judge panels;
- [tournament.py](./examples/tutorial/tournament.py): tournament brackets; and
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2 changes: 2 additions & 0 deletions examples/README.md
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Expand Up @@ -57,6 +57,7 @@ python examples/tutorial/review_escalation.py "fix the flaky msg_integration tes
python examples/tutorial/pipeline_score.py
python examples/tutorial/judge_panel_score.py
python examples/tutorial/debate_then_build.py
python examples/tutorial/quorum_ensemble.py
python examples/tutorial/tournament.py
python examples/tutorial/custom_control_flow.py # uses the default "attach" launcher:
# park resident sessions yourself first
Expand Down Expand Up @@ -90,6 +91,7 @@ in an `apply` pause at a durable human gate: the question is delivered over
| [`pipeline_score.py`](tutorial/pipeline_score.py) | `pipeline` | Assembly line: architect → implementer → hardener, each stage fed the last stage's artifact. |
| [`judge_panel_score.py`](tutorial/judge_panel_score.py) | `judge_panel` | Judgment beyond tests: LLM judges score sealed candidates against a rubric, citing recorded evidence. |
| [`debate_then_build.py`](tutorial/debate_then_build.py) | `debate` | Decide before building: argue a design question, then let the conclusion steer real work turns. |
| [`quorum_ensemble.py`](tutorial/quorum_ensemble.py) | custom ensemble | Majority-quorum review: revise only when a strict majority of reviewers reject. |

## Composed control flow (the define-by-run payoff)

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