# GOAP v0.1.16 Phase B Execution Episode

## Episode Metadata

**Episode ID**: GOAP_V0.1.16_PHASE_B_EPISODE
**Start Date**: 2026-02-17
**Language**: rust
**Domain**: coordination (multi-agent orchestration)
**Tags**: [goap, v0.1.16, phase-b, code-quality]
**Episode Type**: Multi-agent coordination execution

## Episode Context

### Goal
Execute v0.1.16 Phase B (Code Quality Remediation) using GOAP methodology to reduce technical debt and improve code robustness.

### Baseline Metrics (to be verified)
- **unwrap() calls**: 561 (target: ≤280, 50% reduction)
- **#[ignore] tests**: 3-63 (target: ≤10, needs verification)
- **#[allow(dead_code)]**: 168-951 (target: ≤40, needs verification)

### Prerequisites
- ✅ Phase A (CI Fixes): COMPLETE
- ✅ All CI workflows: PASSING
- ✅ Nightly Full Tests: PASSING
- ✅ Branch: main @ f29808b

### Success Criteria
1. **Goal Achievement** (30pts):
   - B1: unwrap() ≤280 calls
   - B2: #[ignore] ≤10 tests
   - B3: #[allow(dead_code)] ≤40 annotations
   - All CI workflows passing

2. **Efficiency** (20pts):
   - Parallel execution of B2+B3
   - Optimal agent utilization
   - Minimal idle time

3. **Quality** (30pts):
   - Zero clippy warnings
   - All tests passing
   - Clean git history with atomic commits

4. **Adaptability** (20pts):
   - Dynamic plan adjustment
   - Effective error recovery
   - Pattern extraction for future episodes

## Episode Plan

### Week 1: Quick Wins + B1 Start
- **B2 (Test Triage)**: 4-6h - Categorize and fix ignored tests
- **B3 (dead_code Cleanup)**: 3-5h - Remove unused code
- **B1 (Error Handling)**: 4-6h - Start with do-memory-core crate

### Week 2: B1 Complete + C1+C2 Start
- **B1 (Error Handling)**: 4-6h - Complete remaining crates
- **C2 (Embeddings CLI/MCP)**: 8-12h - Add embedding commands
- **C1 (Batch Module)**: 3-5h - Architecture design

### Week 3: C1+C2 Complete + D1 Start
- **C1 (Batch Module)**: 3-5h - Complete implementation
- **C2 (Embeddings)**: Complete remaining work
- **D1 (Pattern Algorithms)**: 6-10h - DBSCAN + BOCPD validation

### Week 4: D1 Complete + Release
- **D1 (Pattern Algorithms)**: 6-10h - Complete deployment
- **Documentation**: Update CHANGELOG, ROADMAP_ACTIVE
- **Quality Gates**: Final validation
- **Release**: v0.1.16 release

## GOAP Coordination Strategy

### Phase B Execution Strategy: Hybrid (Parallel + Sequential)

#### Phase B.1: Baseline Verification (Sequential - 1h)
**Agent**: code-reviewer
**Tasks**:
1. Run cargo clippy --all to count exact unwrap/expect/dead_code
2. Run cargo test --all to count exact #[ignore] tests
3. Document verified baseline metrics
4. Update episode context with verified numbers

#### Phase B.2: Quick Wins (Parallel - 7-11h)
**Agents**: test-runner, refactorer
**Tasks**:
- **test-runner**: B2 Test Triage (4-6h)
  - Audit all #[ignore] tests
  - Categorize: fixable / needs-infra / obsolete / intentionally-slow
  - Fix transient test failures
  - Document intentionally ignored tests
  - Target: ≤10 ignored tests

- **refactorer**: B3 dead_code Cleanup (3-5h)
  - Find all #[allow(dead_code)] annotations
  - Audit each annotation for actual usage
  - Remove truly dead code
  - Replace with #[cfg(feature = "...")] where appropriate
  - Target: ≤40 annotations

#### Phase B.3: Error Handling Audit (Sequential - 8-12h)
**Agent**: refactorer + feature-implementer
**Strategy**: Per-crate sequential execution with validation gates

**B3.1: do-memory-core** (2-3h)
- Count unwrap/expect calls
- Introduce thiserror::Error enums
- Replace unwraps with proper error handling
- Add unit tests for new error paths
- Validate: cargo test -p do-memory-core, cargo clippy

**B3.2: do-memory-storage-turso** (2-3h)
- Same process as do-memory-core
- Focus on database operation errors
- Validate: cargo test -p do-memory-storage-turso

**B3.3: do-memory-storage-redb** (2-3h)
- Same process as do-memory-core
- Focus on cache operation errors
- Validate: cargo test -p do-memory-storage-redb

**B3.4: do-memory-mcp** (1-2h)
- Same process as do-memory-core
- Focus on MCP tool errors
- Validate: cargo test -p do-memory-mcp

**B3.5: do-memory-cli** (1-2h)
- Same process as do-memory-core
- CLI unwraps more acceptable, focus on config errors
- Validate: cargo test -p do-memory-cli

#### Phase B.4: Validation & Quality Gates (Sequential - 1-2h)
**Agent**: test-runner + code-reviewer
**Tasks**:
1. Run full quality gate suite
2. Verify all metrics meet targets
3. Create atomic git commits per completed task
4. Generate completion report

## Agent Assignment

| Phase | Task | Agent | Rationale |
|-------|------|-------|-----------|
| B.1 | Baseline verification | code-reviewer | Audit and measurement expertise |
| B.2 | B2 Test Triage | test-runner | Test-specific knowledge |
| B.2 | B3 dead_code | refactorer | Code cleanup expertise |
| B.3 | B1 Error Handling | refactorer | Error handling patterns |
| B.3 | New error types | feature-implementer | New feature implementation |
| B.4 | Validation | test-runner | Test execution |
| B.4 | Quality review | code-reviewer | Standards compliance |

## Quality Gates

After each B1 sub-task (per crate):
- [ ] cargo fmt --all -- --check
- [ ] cargo clippy --all -- -D warnings
- [ ] cargo test -p <crate>
- [ ] No new warnings
- [ ] All tests passing

After Phase B complete:
- [ ] All quality gates passing
- [ ] Baseline metrics verified and improved
- [ ] Atomic commits created for each task
- [ ] ROADMAP_ACTIVE.md updated
- [ ] Episode score calculated

## Episode Tracking

### Task Decomposition
1. Verify baseline metrics (B.1)
2. Execute B2+B3 in parallel (B.2)
3. Execute B1 per-crate sequentially (B.3)
4. Validate and generate report (B.4)

### Success Metrics
- **Goal Achievement**: All B1/B2/B3 targets met
- **Efficiency**: Parallel execution utilized, minimal idle time
- **Quality**: Zero warnings, all tests passing
- **Adaptability**: Plan adjusted based on findings

### Learning Objectives
1. Optimize parallel vs sequential task execution
2. Agent specialization matching effectiveness
3. Quality gate validation patterns
4. Atomic commit granularity

## Episode Status

**Status**: 🔄 INITIALIZING
**Progress**: 0% (0/4 phases complete)
**Next Action**: Verify baseline metrics (Phase B.1)

## Episode Log

### 2026-02-17: Episode Initialized
- Created episode context and plan
- Identified Phase B execution strategy
- Prepared agent assignments
- Next: Baseline verification

---

**Episode Owner**: GOAP Agent
**Review Date**: End of Week 1 (2026-02-23)
**Complete Date**: TBD (Target: End of Week 2, 2026-03-02)
