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Architecture upgrade to improve task completion for any model size: - SearchSubagent: independent context window, parallel file reads, clean results only - UpstreamManifest: deterministic AST extraction of signatures/constants, zero LLM - PENCIL-style compression: subtask results compacted to structured artifacts - Verifier pre-check: cross-file contract consistency before running tests - Generator context slimmed: upstream_constraints + retry_hint injection Code quality: - orchestrator.py run() split into 5 private methods (410->253 lines) - Full type annotations (Optional[DebugSubagent], Callable types) - __all__ added to 7 core modules - pyproject.toml: license fixed, ruff + mypy configured - TUI: 30+ event icons, Server: /api/manifest endpoint - STATUS.md rewritten: concise, English, professional format 451/451 tests green, 27 new tests for SearchSubagent+Manifest. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>