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Simulate the full mnemonic user journey from fresh install through 3 months of usage. This is a Go integration test binary at cmd/lifecycle-test/ that exercises all 8 cognitive agents, encoding pipeline, consolidation decay, dreaming cross-pollination, abstraction hierarchy, and retrieval quality under realistic scale.
Why
We have unit tests, an HTTP benchmark (cmd/benchmark/), and an IR quality benchmark (cmd/benchmark-quality/), but nothing validates the full user lifecycle — the thing our users actually experience. This fills that gap.
Approach
Go integration test binary (not Playwright — mnemonic is a CLI/daemon/MCP system, not a web app)
Real SQLite, stub LLM with optional --llm flag for real LLM testing
Time simulation via timestamp backdating + direct agent RunOnce() calls
8 phases: Install → First Memories → Ingestion → Daily Use → Consolidation → Dreaming → Growth → Long-term Health
Deterministic with fixed random seed for reproducible results
Phases
Phase
Simulates
Key Systems
1. Install & Setup
Day 0 fresh install
DB init, schema, config
2. First Memories
Day 1 first MCP use
Encoding, FTS5, episoding
3. Project Ingestion
Day 2 ingest_project
Bulk ingest, dedup
4. Daily Use
Days 3-14
Associations, Hebbian learning, feedback
5. Consolidation
Week 2
Decay, merge, patterns, signal/noise
6. Dreaming & Abstraction
Week 3-4
Cross-project links, insights, principles
7. Growth
Month 1-3 (500-1000 memories)
Retrieval quality under load, scaling
8. Long-term Health
Month 3
Archive, decay curves, regression test
Sub-issues
Tracked as individual issues in the Lifecycle Simulation milestone.
Verification
make build
./bin/mnemonic lifecycle-test # Run all phases
./bin/mnemonic lifecycle-test --phase=daily # Run single phase
./bin/mnemonic lifecycle-test --report markdown # Markdown report
./bin/mnemonic lifecycle-test --llm # Real LLM mode
Activity
CalebisGross commentedon Mar 20, 2026
All 10 sub-issues (#249-#258) implemented in PR #259. Follow-up real-LLM baseline tracked in #262.