Add adaptive, evidence-driven architecture upgrade: decision-loop orchestrator, action catalog, evidence-state handoffs, process quality, stop conditions
- Orchestrator: linear flow replaced by adaptive decision loop
(UNDERSTAND→ESTIMATE→LOAD CONTEXT→CHOOSE ACTION→EXECUTE→VERIFY→RE-PLAN/STOP→LEARN)
- New sections: Task Complexity Estimation (ESTIMATE→EXECUTE→EXPAND),
Action Catalog with 24 tool-card actions, Evidence-First State and Handoff
Discipline (9-field state records, state separation, long-horizon persistence),
Process Quality anti-patterns, Cost and Token Awareness, Stop Conditions,
adaptive planning + failure recovery (7 failure types), lightweight quality gates
- All 13 agents preserved; 12 subagents gain role-adapted Evidence & Handoffs
sections (evidence product, stop, escalation) after Repository Intelligence
- Repository Intelligence Bootstrap extended with Knowledge Lifecycle rules;
.opencode structure unchanged (knowledge/state dirs intentionally not added)
- New docs: AGENT_ARCHITECTURE.md (full architecture incl. simple/complex
execution traces, ownership table, weaknesses) and EVALUATION_SCENARIOS.md
(12 runtime scenarios + scoring rubric)
- New test: scripts/test-agent-architecture.sh (16 structural checks)
- Validation: 16/16 architecture tests PASS, 11/11 bootstrap tests PASS,
install 13/13 + permission verifier PASS, live config synced byte-identical
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