Reproducible analysis release gate
Requires independent numerical agreement and clean-environment reproduction before release. Original worked design example; adapt responsibilities, thresholds and assumptions to your system.
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What this template contains
- Diagram type
- Flowchart
- Source
- 18 lines
Make it your own.
flowchart TD
R[Research question and protocol] --> D[Freeze licensed input snapshot]
D --> S[Record data dictionary and exclusions]
S --> C[Run versioned analysis]
C --> N[Independent numerical checks]
N --> K{Checks agree within tolerance?}
K -->|No| E[Investigate model and data differences]
E --> C
K -->|Yes| V[Rebuild figures from saved outputs]
V --> P[Check claims against results]
P --> A{Methods and provenance complete?}
A -->|No| M[Complete missing record]
M --> P
A -->|Yes| T[Package code, environment and permitted data]
T --> F[Reproduce in clean environment]
F --> G{Reproduction successful?}
G -->|No| E
G -->|Yes| Z[Release versioned research package]