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skills/baseline-quality-assessment/examples/error-recovery-comprehensive-baseline.md

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+# Error Recovery: Comprehensive Baseline Example
+
+**Experiment**: bootstrap-003-error-recovery
+**Baseline Investment**: 120 min
+**V_meta(s₀)**: 0.758 (Excellent)
+**Result**: 3 iterations (vs 6 standard)
+
+---
+
+## Activities (120 min)
+
+### 1. Data Analysis (60 min)
+
+```bash
+# Query all errors
+meta-cc query-tools --status=error > errors.jsonl
+# Result: 1,336 errors
+
+# Frequency analysis
+cat errors.jsonl | jq -r '.error_pattern' | sort | uniq -c | sort -rn
+
+# Top patterns:
+# - File-not-found: 250 (18.7%)
+# - MCP errors: 228 (17.1%)
+# - Build errors: 200 (15.0%)
+```
+
+### 2. Taxonomy Creation (40 min)
+
+Created 10 categories, classified 1,056/1,336 = 79.1%
+
+### 3. Prior Art Research (15 min)
+
+Borrowed 5 industry error patterns
+
+### 4. Automation Planning (5 min)
+
+Identified 3 tools (23.7% prevention potential)
+
+---
+
+## V_meta(s₀) Calculation
+
+```
+Completeness: 10/13 = 0.77
+Transferability: 5/10 = 0.50
+Automation: 3/3 = 1.0
+
+V_meta(s₀) = 0.4×0.77 + 0.3×0.50 + 0.3×1.0 = 0.758
+```
+
+---
+
+## Outcome
+
+- Iterations: 3 (rapid convergence)
+- Total time: 10 hours
+- ROI: 540 min saved / 60 min extra = 9x
+
+---
+
+**Source**: Bootstrap-003, comprehensive baseline approach

skills/baseline-quality-assessment/examples/testing-strategy-minimal-baseline.md

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+# Testing Strategy: Minimal Baseline Example
+
+**Experiment**: bootstrap-002-test-strategy
+**Baseline Investment**: 60 min
+**V_meta(s₀)**: 0.04 (Poor)
+**Result**: 6 iterations (standard convergence)
+
+---
+
+## Activities (60 min)
+
+### 1. Coverage Measurement (30 min)
+
+```bash
+go test -cover ./...
+# Result: 72.1% coverage, 590 tests
+```
+
+### 2. Ad-hoc Testing (20 min)
+
+Wrote 3 tests manually, noted duplication issues
+
+### 3. No Prior Art Research (0 min)
+
+Started from scratch
+
+### 4. Vague Automation Ideas (10 min)
+
+"Maybe coverage analysis tools..." (not concrete)
+
+---
+
+## V_meta(s₀) Calculation
+
+```
+Completeness: 0/8 = 0.00 (no patterns documented)
+Transferability: 0/8 = 0.00 (no research)
+Automation: 0/3 = 0.00 (not identified)
+
+V_meta(s₀) = 0.4×0.00 + 0.3×0.00 + 0.3×0.00 = 0.00
+```
+
+---
+
+## Outcome
+
+- Iterations: 6 (standard convergence)
+- Total time: 25.5 hours
+- Patterns emerged gradually over 6 iterations
+
+---
+
+## What Could Have Been Different
+
+**If invested 2 more hours in iteration 0**:
+- Research test patterns (borrow 5-6)
+- Analyze codebase for test opportunities
+- Identify coverage tools
+
+**Estimated result**:
+- V_meta(s₀) = 0.30-0.40
+- 4-5 iterations (vs 6)
+- Time saved: 3-6 hours
+
+**ROI**: 2-3x
+
+---
+
+**Source**: Bootstrap-002, minimal baseline approach