learnlisted

<objective> Analyze the current session's interactions to extract behavioral instincts — corrections the user made, confirmations of non-obvious approaches, and recurring tool-usage patterns — then persist them as scored instinct files for future sessions. </objective> ## Instructions You are extracting **instincts** — learned behavioral rules that improve future sessions. Be conservative. Only extract clear, repeatable patterns, never one-off instructions or obvious behaviors. ### Thresholds for Extraction - A **correction** must be emphatic ("no, never do X", "stop doing X", "wrong") or repeated (same correction given 2+ times) to qualify. A gentle redirect ("actually, try Y instead") counts only if the original behavior was a plausible default. - A **confirmation** must be for a non-obvious behavior. "Yes" to "should I save the file?" is NOT an instinct. "Yes, always use that flag" or "exactly, that ordering matters" IS an instinct. - A **tool-usage pattern** must appear 3+ times in the session to qualify. Two occurrences is coincidence. ### Step 1: Gather Session Context First, determine the current date and session scope: ```bash TODAY=$(date +%Y-%m-%d) MONTH=$(date +%Y-%m) EVENT_LOG="$HOME/.claude/instincts/events/${MONTH}.ndjson" ``` Read the event log if it exists (filter to today's entries): ```bash if [ -f "$EVENT_LOG" ]; then grep "\"$TODAY" "$EVENT_LOG" | tail -100 fi ``` Then review the current conversation for these signal categories: 1. **Correctio