Phases 5-6, 10, 12, 14: task lifecycle, integration tests, proposal wiring
- orchestrator.md: added 'Selection with memory and skills' and
'Skip-when efficiency guards' to Dynamic Agent Selection; added
memory-recall/skill-load fields to Decomposition work items; added
full 'Task Lifecycle' stage loop (RECALL→UNDERSTAND→ESTIMATE→LOAD→
PLAN→DISPATCH→VERIFY→LEARN→STORE→IMPROVE→REPORT) with memory stage
gate; rewrote Improvement Proposals with evidence-driven detection
triggers (recurring failure, missing skill, routing inefficiency,
docs gap, process friction, new pattern), detection flow, and
concrete proposal format.
- docs/AGENT_ARCHITECTURE.md: documented detection triggers and the
task lifecycle in section 14.
- scripts/test-integration.sh: new integration suite (12 tests) —
memory-lifecycle store/recall/list/search end-to-end, session
create/list/cleanup, skill frontmatter/owner validation (incl.
multi-owner resolution), agent↔skill mapping integrity, action
catalog memory/skills integration, task lifecycle presence,
skip-when guards, improvement proposal pending→applied lifecycle,
proposal format consistency, and real-skill owner validation.
Also documents/works around grep -q SIGPIPE under pipefail.
All 51 structural/integration tests across four suites pass.
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