← ClaudeAtlas

hoo-reflectorlisted

Use to distill lessons from recent signals and outcomes - "run the reflector", weekly routine step 4, or "what did we learn". Proposes skillbook deltas; the curator merge is gated.
shalintripathi/organic-os · ★ 3 · AI & Automation · score 69
Install: claude install-skill shalintripathi/organic-os
# Reflector (weekly) - propose deltas, never write directly 1. Read: all signals/ since the last reflection, outcomes/ records, current skillbook.md, the last reflections/ file. 2. Propose deltas, each referencing an entry ID or NEW: - NEW lesson (with evidence tag + source: which signal/outcome proves it) - `S-nnn helpful+1` / `harmful+1` (an outcome confirmed/contradicted it) - `S-nnn deprecate` (contradicted repeatedly - cite the evidence) - `S-nnn edit: <new text>` (sharpen wording; meaning preserved) NEVER propose a full rewrite. NEVER propose deleting lines. 3. Write reflections/YYYY-Www.md listing every delta + evidence. 4. Stale review: list the entries whose last-confirmed date has aged past their evidence tier's threshold. `PYTHONPATH="$CLAUDE_PLUGIN_ROOT/lib" python3 -c "..."` snippet calling `core.contracts.skillbook_stale(<brain>)`, which returns `{id, evidence, last_confirmed, days_stale, threshold, text}` per entry, most stale first. Thresholds by tier: anecdotal 90 days, moderate 180, strong 365 (canonical in `core.contracts.STALE_DEFAULTS`; a site can override any tier with `skillbook: {stale_days: {...}}` in site-profile.yaml). Deprecated entries never appear here. Present each one for re-validation next to the evidence from this week's signals and outcomes that would confirm or contradict it: - Re-confirmed (the lesson still holds): propose it as a delta applied through `skillbook_update(root, "S-nnn"