Collection
Turn mistakes and outcomes into changes you can verify
Add a compact learning loop for debriefing, root-cause exploration, prospective failure analysis and stronger corrective actions without collapsing every failure into individual blame.
8 elements · Explore in any order.
1 checklist · 1 heuristic · 5 protocols · 1 template
8 elements
Compare expected and actual before explaining the gap
Start the review with two columns, not a culprit.
Read the idea ChecklistBring objective traces into the debrief
Memory is useful input; it should not be the only log.
Read the idea ProtocolAsk what helped, what hindered and what changes next
A useful review connects observation to a specific next change.
Read the idea TemplateGive the lesson a verifiable finish
A corrective action needs a finish line that can be inspected.
Read the idea ProtocolFollow the why-chain until the cause becomes changeable
Do not stop at a label that merely renames the event.
Read the idea ProtocolFan possible causes out before narrowing them
Widen the causal search before selecting the story.
Read the idea ProtocolRun failure-mode analysis before the consequential change
Ask how the process can fail before production teaches you.
Read the idea HeuristicPrefer a system-strengthening action over another reminder
If the same slip can recur unchanged, the action probably did not reach the system.
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