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Get Started Free →Maintain a free-form scratchpad of decisions, extracted values, and open questions so context pruning doesn't lose anything you still need.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | 65% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 18% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -59% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -55% | 0% |
| case-12 | ✗→✓ | ▲ Improved | -51% | 0% |
Maintain free-form working notes in shared buffer key _working_notes for data that you need to remember but that isn't captured by the colony task queue.
Do not duplicate the queue in here. Per-task goal, ordered steps, and SOP gates live in progress.db — use hive.colony-progress-tracker for those. These notes are for things the DB schema doesn't cover.
Update at these checkpoints:
Structure:
tasks.last_errorUpdate incrementally — do not rewrite from scratch each time.
Other measured skills in the registry, with their headline benchmark lift.