fix(recall): set threshold=25 in all engram_compile_ranked variants
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@@ -212,8 +212,8 @@ fn engram_compile_ranked(nodes_json: String, max_nodes: Int) -> String {
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while ci < total {
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let node: String = json_array_get(nodes_json, ci)
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let score: Int = engram_score_node(node)
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// Threshold: includes moderately-relevant older nodes (score >= 15).
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let above_thresh: Bool = score >= 15
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// Threshold 25: sal=0.5 * imp=0.5 * recency=1.0 -> 50*50*100/10000 = 25.
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let above_thresh: Bool = score >= 25
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let idx_marker: String = "|" + int_to_str(ci) + "|"
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let already_picked: Bool = str_contains(selected_indices, idx_marker)
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let is_better: Bool = score > best_score && above_thresh && !already_picked
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@@ -1159,12 +1159,29 @@ fn handle_chat(body: String) -> String {
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state_set("conv_history", final_hist)
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conv_history_persist(final_hist)
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// Automatic session-end summary: write/overwrite the SessionSummary node on each turn
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// so process restarts always have a continuity snapshot (no shutdown hook needed).
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// Uses autogenerate (no LLM) so it is cheap — the node is overwritten not appended.
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let auto_sum: String = session_summary_autogenerate(final_hist)
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if !str_eq(auto_sum, "") {
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let discard_sum: String = session_summary_write(auto_sum)
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// Session-end summary hook: write a dated SessionSummary node once per boot when
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// the conversation reaches >= 5 user turns (10 hist entries = 5 user+assistant pairs).
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// Uses a per-boot label ("session:summary:<boot_ts>") so summaries accumulate across
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// sessions instead of overwriting a single global node. A state flag prevents rewriting
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// on every subsequent turn once the threshold is crossed.
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let final_hist_len: Int = json_array_len(final_hist)
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if final_hist_len >= 10 {
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let already_wrote: String = state_get("session_summary_written")
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if str_eq(already_wrote, "") {
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// Derive (or create) a stable boot-scoped session id.
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let boot_id: String = state_get("session_boot_id")
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let boot_id = if str_eq(boot_id, "") {
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let new_id: String = int_to_str(time_now())
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state_set("session_boot_id", new_id)
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new_id
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} else { boot_id }
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let sess_label: String = "session:summary:" + boot_id
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let auto_sum: String = session_summary_autogenerate(final_hist)
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if !str_eq(auto_sum, "") {
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let discard_sum: String = session_summary_write_dated(auto_sum, sess_label)
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state_set("session_summary_written", "1")
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}
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}
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}
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let activation_nodes: String = engram_activate_json(message, 2)
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@@ -2247,6 +2264,32 @@ fn session_summary_write(summary_text: String) -> String {
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return node_id
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}
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// session_summary_write_dated — write a SessionSummary node with a caller-supplied dated label.
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// Unlike session_summary_write, this does NOT delete old nodes — each session accumulates its
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// own node so engram_search_json("session:summary") can return multiple past sessions.
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// The label must be unique per session (e.g. "session:summary:<boot_ts>").
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fn session_summary_write_dated(summary_text: String, label: String) -> String {
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if str_eq(summary_text, "") { return "" }
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if str_eq(label, "") { return "" }
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let safe_text: String = str_replace(summary_text, "\"", "'")
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let trimmed: String = if str_len(safe_text) > 800 { str_slice(safe_text, 0, 800) } else { safe_text }
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let ts: Int = time_now()
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let ts_str: String = int_to_str(ts)
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let content: String = "[session-summary] " + trimmed + " | ts:" + ts_str
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let tags: String = "[\"SessionSummary\",\"session-summary\",\"previous-session\",\"consolidate\"]"
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let node_id: String = engram_node_full(
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content, "SessionSummary", label,
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el_from_float(0.9), el_from_float(0.8), el_from_float(1.0),
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"Episodic", tags
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)
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if str_eq(node_id, "") {
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println("[chat] session_summary_write_dated: engram write failed — summary node lost (label=" + label + ")")
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return ""
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}
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println("[chat] session_summary_write_dated: wrote SessionSummary (" + int_to_str(str_len(content)) + " chars) label=" + label + " -> " + node_id)
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return node_id
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}
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// session_summary_autogenerate — build a minimal summary from conversation history without LLM.
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// Extracts user message snippets (first 80 chars each, up to 5 turns).
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// Used as the automatic session-end hook so every turn produces a continuity snapshot.
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