Py sdk#1
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Stdlib-only asyncio package driving a child 'h5i orchestra serve' over line-delimited JSON-RPC. Conductor/Agent mirror the Rust eDSL 1:1 (hire, work/ask/review/revise, freeze, verify, judge, apply, step/scope/patched, gate, preflight, trace); custom verdict policies are plain Python callables committed through judge_begin/commit; on_turn= lets a score (or a test) play the launcher. Typed frozen dataclasses carry the server's raw payloads back verbatim for forward compatibility; errors map to a typed exception hierarchy raised in the score's own stack frame. The patterns layer (ensemble/integrate/pipeline/arena/map_reduce/judge_panel/debate) is ported to public Python, port-faithful including the approval heuristic, the independence expectations and the mean-score tie-break. Tests: 30 unit tests against an in-process protocol mock + 2 integration tests against the real binary, including a cross-process ensemble with scripted sh boxes mirroring tests/orchestra_subprocess.rs.
… scores Per-pattern: arena (ranked independent attempts + compare rows + gated apply), pipeline (architect->implementer->hardener over materials), judge_panel (rubric scoring over recorded evidence, judges hired pre-seal), debate_then_build (conclusion steers work turns in the same run). Composed: review_escalation (cheap-model-first ladder, senior takeover with the junior artifact as material) and tournament (bracket of arena matches as separate runs, semifinals concurrent — multi-run orchestration as plain function calls). examples/README.md indexes them by when-to-reach-for-it; all compile- and import-checked.
…ry integration) test.yaml: ruff; pytest on 3.10-3.13 (integration auto-skips without a binary); sdist/wheel build + twine check + clean-venv import; and an integration job that checks out h5i-dev/h5i (branch-matched to the PR's branch, falling back to main), builds the engine with rust-cache and H5I_SKIP_WEB_BUILD=1, and runs the cross-process suite against the real 'h5i orchestra serve' — with a visible warning instead of a silent skip while the bridge isn't on the engine's default branch yet. release.yaml: on v* tags — verify tag==pyproject version, build, twine check, publish via PyPI Trusted Publishing (OIDC, 'pypi' environment), and attach dists to a GitHub release. Also fixes the two ruff findings (unused asyncio import, E731 lambda) and adds ruff to the dev extras.
… fix The engine's H5I_SKIP_WEB_BUILD flag didn't create the web/dist folder rust-embed requires at compile time (fixed upstream in h5i d18c953e, which stubs it from build.rs); the mkdir keeps older engine refs — notably the main-branch fallback — building too.
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