macrodata-distill
Extract distilled actions and facts from today's conversations. Spawns sub-agents per conversation to avoid context blowup.
End of day memory maintenance. Runs distillation, updates state files, prunes stale info. Runs in background with no user interaction.
$ npx -y skills add ascorbic/macrodata --skill macrodata-memory-maintenance --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/macrodata-memory-maintenanceContext preview
The summary Claude sees to decide when to auto-load this skill.
End of day memory maintenance. Runs distillation, updates state files, prunes stale info. Runs in background with no user interaction.
name: macrodata-memory-maintenance description: End of day memory maintenance. Runs distillation, updates state files, prunes stale info. Runs in background with no user interaction.
Scheduled maintenance to keep memory current and useful. Runs automatically at end of day.
**Important:** This runs in the background with no user interaction. Do not ask questions - make decisions and note uncertainties in the journal.
First, run the `macrodata-distill` skill to extract facts from today's conversations.
This processes all OpenCode sessions, spawns sub-agents for extraction, and writes distilled actions to the journal.
**Check if distill already ran today:** Use `get_recent_journal` and look for topic "distill-summary" from today.
If not found, load `macrodata-distill` skill. If already ran, skip to step 2.
Use `get_recent_journal` filtered to topic "distilled" to see what was extracted.
Use these to inform state file updates.
Review each state file and update if needed:
**today.md**
**workspace.md**
**human.md**
Review `entities/people/` and `entities/projects/`:
Look for outdated information:
Remove or archive as appropriate.
Check if indexes need rebuilding:
manage_index(target="memory", action="stats") manage_index(target="conversations", action="stats")
If counts seem low or stale, trigger rebuild:
manage_index(target="memory", action="rebuild") manage_index(target="conversations", action="update")
Write a brief maintenance journal entry:
macrodata_log_journal(topic="maintenance", content="[what was updated, what was pruned, any observations]")
Note anything uncertain that should be confirmed with the user next session.
Give Claude Code and OpenCode persistent, self-maintaining memory and autonomous scheduling. This is experimental software. Use at your own risk.
Extract distilled actions and facts from today's conversations. Spawns sub-agents per conversation to avoid context blowup.
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Extract distilled actions and facts from today's conversations. Spawns sub-agents per conversation to avoid context blowup.
Deep nightly reflection. Self-improvement, research, pattern recognition. Runs in background with no user interaction.
End of day memory maintenance. Runs distillation, updates state files, prunes stale info. Runs in background with no user…