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@@ -12,34 +12,66 @@ fn chat_default_model() -> String {
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return "claude-sonnet-4-5"
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}
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// engram_numeric_valid — guard for str_to_int: returns true only when s is a valid
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// decimal number (integer or single-decimal-point float, optional leading minus).
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// Q1 fix: rejects "", "null", "N/A", multi-dot strings ("1.2.3"), pure-letter strings.
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// Prevents engram_score_node from passing malformed JSON field values to str_to_int
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// which has undefined behaviour on non-numeric input and can corrupt score arithmetic.
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fn engram_numeric_valid(s: String) -> Bool {
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if str_eq(s, "") { return false }
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if str_eq(s, "null") { return false }
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if str_eq(s, "N/A") { return false }
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if str_eq(s, "-") { return false }
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let body: String = if str_starts_with(s, "-") { str_slice(s, 1, str_len(s)) } else { s }
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if str_eq(body, "") { return false }
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// Count dots: remove all, compare lengths. Allow at most one dot (float).
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let no_dot: String = str_replace(body, ".", "")
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let dot_count: Int = str_len(body) - str_len(no_dot)
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if dot_count > 1 { return false }
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if str_eq(no_dot, "") { return false }
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// str_to_int on a letter-containing string returns 0; "0" and "00..." (e.g. from "0.0")
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// are valid zeros. We accept any all-zero no_dot string; reject only when it contains
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// non-digit characters (str_to_int returns 0 for those too).
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let parsed: Int = str_to_int(no_dot)
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if parsed == 0 {
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// Verify no_dot is truly all-digit-zeros, not a letter-contaminated string.
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// Strip all '0' characters; if anything remains the string is non-numeric.
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let stripped_zeros: String = str_replace(no_dot, "0", "")
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if !str_eq(stripped_zeros, "") { return false }
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}
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return true
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}
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// engram_score_node — compute a recency x relevance score for a single engram
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// node JSON object. Higher is better. Score = salience * importance * recency_factor.
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// recency_factor decays linearly over 30 days: nodes updated today score 1.0,
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// nodes 30+ days old score 0.1 (floor). Nodes with no created_at score 0.5.
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// This keeps fresh, high-salience nodes at the top and pushes stale low-signal
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// nodes to the bottom so they get trimmed when we cap context size.
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// Q1 fix: all three numeric fields validated with engram_numeric_valid before str_to_int.
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fn engram_score_node(node_json: String) -> Int {
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let salience_str: String = json_get(node_json, "salience")
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let importance_str: String = json_get(node_json, "importance")
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let created_str: String = json_get(node_json, "created_at")
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// Parse as floats via * 100 integer arithmetic (el has no float math)
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let salience_100: Int = if str_eq(salience_str, "") { 70 } else {
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// Q1 fix: validate before str_to_int. Non-numeric values fall back to safe defaults.
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// Parse as floats via * 100 integer arithmetic (el has no float math).
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let salience_100: Int = if !engram_numeric_valid(salience_str) { 70 } else {
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let s: Int = str_to_int(str_replace(salience_str, ".", ""))
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// Clamp to 0-100 range (value was e.g. "0.85" -> parsed "085" = 85)
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if s > 100 { 100 } else { if s < 0 { 0 } else { s } }
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}
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let importance_100: Int = if str_eq(importance_str, "") { 70 } else {
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let importance_100: Int = if !engram_numeric_valid(importance_str) { 70 } else {
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let v: Int = str_to_int(str_replace(importance_str, ".", ""))
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if v > 100 { 100 } else { if v < 0 { 0 } else { v } }
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}
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// Recency: decay from 100 (today) to 10 (30+ days). created_at is Unix seconds.
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let now_ts: Int = time_now()
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let recency_100: Int = if str_eq(created_str, "") { 50 } else {
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let recency_100: Int = if !engram_numeric_valid(created_str) { 50 } else {
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let created_ts: Int = str_to_int(created_str)
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let age_secs: Int = now_ts - created_ts
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let age_days: Int = age_secs / 86400
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// Q1 fix: guard against clock skew / future timestamps — treat as fresh.
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let age_days: Int = if age_secs < 0 { 0 } else { age_secs / 86400 }
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let decay: Int = if age_days >= 30 { 10 } else { 100 - (age_days * 3) }
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if decay < 10 { 10 } else { decay }
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}
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@@ -116,13 +148,23 @@ fn engram_compile_ranked(nodes_json: String, max_nodes: Int) -> String {
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return c9
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}
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// Q4 note: engram_compile has no cache or circuit-breaker at the EL layer.
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// Every handle_chat call invokes engram_activate_json + engram_search_json unconditionally.
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// If the engram backend is repeatedly unreachable (e.g., during startup or after a crash),
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// every turn pays two failed RPC round-trips before reaching the cold-start fallback.
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// A proper cache/circuit-breaker requires C runtime support (e.g., a shared "engram_healthy"
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// flag set by the runtime, or a time-bucketed result cache in el_runtime.c). At the EL
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// layer we can only detect failure after the fact (empty string return) and log it.
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fn engram_compile(intent: String) -> String {
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let activate_json: String = engram_activate_json(intent, 5)
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// Fetch more search results than we'll use so ranking has a real pool to pick from.
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let search_json: String = engram_search_json(intent, 20)
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let act_ok: Bool = !str_eq(activate_json, "") && !str_eq(activate_json, "[]")
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let srch_ok: Bool = !str_eq(search_json, "") && !str_eq(search_json, "[]")
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// Q6/Q7 fix: track raw "" (engram down) vs "[]" (empty graph) to surface different warnings.
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let act_failed: Bool = str_eq(activate_json, "")
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let srch_failed: Bool = str_eq(search_json, "")
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let act_ok: Bool = !act_failed && !str_eq(activate_json, "[]")
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let srch_ok: Bool = !srch_failed && !str_eq(search_json, "[]")
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// Activation nodes (spreading activation) are already high-signal — keep all 5.
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let act_part: String = if act_ok { activate_json } else { "" }
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@@ -132,23 +174,37 @@ fn engram_compile(intent: String) -> String {
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let srch_ranked: String = if srch_ok { engram_compile_ranked(search_json, 8) } else { "" }
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let srch_part: String = srch_ranked
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// Fallback: when vector search returns nothing (no embeddings), fetch pinned
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// high-salience nodes by their known IDs. These are the canonical identity
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// and biography nodes that should always be in context.
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// engram_get_node_json(id) returns a single node as JSON or "" if missing.
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// Q2 fix: soul-agnostic cold-start fallback. The previous code used two genesis-specific
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// hardcoded node IDs ("knw-35940684..." and "knw-729fc901..."). Cultivated souls with a
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// cold or empty vector index received zero episodic context with no error and no log.
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// New fallback: search for Persona/Identity nodes seeded by seed_persona_from_env()
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// which works for any soul regardless of which specific node IDs were created at seeding.
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// Q6 fix: log a warning so the empty-recall path is visible in operator logs.
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let scan_part: String = if !act_ok && !srch_ok {
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let family_node: String = engram_get_node_json("knw-35940684-abc4-42f0-b942-818f66b1f69a")
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let origin_node: String = engram_get_node_json("knw-729fc901-8335-44c4-9f3a-b150b4aa0915")
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let fam_ok: Bool = !str_eq(family_node, "") && !str_eq(family_node, "null")
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let orig_ok: Bool = !str_eq(origin_node, "") && !str_eq(origin_node, "null")
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let fam_str: String = if fam_ok { family_node } else { "" }
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let orig_str: String = if orig_ok { origin_node } else { "" }
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let sep: String = if fam_ok && orig_ok { "\n" } else { "" }
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let combined: String = fam_str + sep + orig_str
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if str_eq(combined, "") { "" } else { combined }
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let engram_down: Bool = act_failed && srch_failed
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if engram_down {
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println("[chat] engram_compile: WARN engram_down — all calls returned empty string for intent=" + str_slice(intent, 0, 60))
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} else {
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println("[chat] engram_compile: WARN cold-index — activation and search returned no results for intent=" + str_slice(intent, 0, 60))
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}
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// Soul-agnostic fallback: fetch the Persona node by label — immune to cold vector index.
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// seed_persona_from_env() always writes this node with label "soul:persona", so
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// engram_get_node_by_label works even when the vector index has not yet been built.
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// Using engram_search_json here would fail for the same reason as the primary path
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// (vector index cold), defeating the purpose of this fallback branch entirely.
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let persona_node: String = engram_get_node_by_label("soul:persona")
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let pf_node_ok: Bool = !str_eq(persona_node, "") && !str_eq(persona_node, "null")
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let persona_arr: String = if pf_node_ok { "[" + persona_node + "]" } else { "" }
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let pf_ok: Bool = pf_node_ok
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let combined: String = if pf_ok { engram_compile_ranked(persona_arr, 1) } else { "" }
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if str_eq(combined, "") {
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println("[chat] engram_compile: WARN cold-start fallback also empty — LLM has no episodic context")
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}
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combined
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} else {
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""
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}
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let scan_ok: Bool = !str_eq(scan_part, "")
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// Affective context: always include the most recent high-emotion memory if one
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// exists within 72 hours. This ensures continuity of care across turns — when
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@@ -178,17 +234,31 @@ fn engram_compile(intent: String) -> String {
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let ca: String = json_get(bn0, "created_at")
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if str_eq(ca, "") { json_get(bn0, "updated_at") } else { ca }
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}
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let bn_ts: Int = if str_eq(bn_ts_raw, "") { 0 } else { str_to_int(bn_ts_raw) }
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// Q1 fix: validate bell timestamp before str_to_int.
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let bn_ts: Int = if !engram_numeric_valid(bn_ts_raw) { 0 } else { str_to_int(bn_ts_raw) }
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if bn_ts > cutoff_ts { bn0 } else { "" }
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} else { "" }
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let affective_part: String = if !str_eq(recent_bell, "") { recent_bell } else { "" }
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let affective_ok: Bool = !str_eq(affective_part, "")
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let sep1: String = if !str_eq(act_part, "") && !str_eq(srch_part, "") { "\n" } else { "" }
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let sep2: String = if (!str_eq(act_part, "") || !str_eq(srch_part, "")) && !str_eq(scan_part, "") { "\n" } else { "" }
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let sep3: String = if (!str_eq(act_part, "") || !str_eq(srch_part, "") || !str_eq(scan_part, "")) && !str_eq(affective_part, "") { "\n" } else { "" }
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let ctx: String = act_part + sep1 + srch_part + sep2 + scan_part + sep3 + affective_part
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if str_eq(ctx, "") { return "" }
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// Q7 fix: store recall status so build_system_prompt can include a hint to the LLM
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// distinguishing "no memories yet" (cold start) from "memory system unreachable".
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// Values: "ok" | "empty" | "unavailable"
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let any_ok: Bool = act_ok || srch_ok || scan_ok || affective_ok
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let all_failed: Bool = act_failed && srch_failed
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let recall_status: String = if any_ok { "ok" } else { if all_failed { "unavailable" } else { "empty" } }
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state_set("engram_recall_status", recall_status)
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if str_eq(ctx, "") {
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// Q6 fix: log when ctx is empty after all recall paths so cold-start is visible.
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println("[chat] engram_compile: all paths empty — recall_status=" + recall_status + " intent=" + str_slice(intent, 0, 60))
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return ""
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}
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// Raise the cap slightly to match the ranked (higher-signal) output.
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if str_len(ctx) > 6000 {
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@@ -227,12 +297,33 @@ fn build_system_prompt(ctx: String) -> String {
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"\n\n[IDENTITY GRAPH — who you are, loaded from your engram]\n" + id_ctx
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}
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// Q7 fix: if recall produced no results, include a hint so the LLM can respond
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// authentically ("I seem to be starting fresh" vs "memory system may be down")
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// rather than silently acting as if it has context it doesn't have.
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// Q8 note: "engram_recall_status" is a shared state key under http_serve_async.
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// Concurrent requests can overwrite each other's status. This is best-effort:
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// a full fix requires per-request scoping (not feasible at EL layer without C support).
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let recall_status: String = state_get("engram_recall_status")
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let engram_block: String = if str_eq(ctx, "") {
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""
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let status_hint: String = if str_eq(recall_status, "unavailable") {
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"\n\n[MEMORY STATUS]\nYour episodic memory system appears to be temporarily unreachable. You may not have access to memories from previous sessions. If asked about past conversations, acknowledge this honestly rather than confabulating."
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} else if str_eq(recall_status, "empty") {
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"\n\n[MEMORY STATUS]\nNo episodic memories were found for this topic. This may be a new soul or a new area of conversation. Respond naturally from your identity without fabricating memories."
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} else {
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""
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}
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status_hint
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} else {
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"\n\n[ENGRAM CONTEXT — compiled from your graph]\n" + ctx
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}
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// Q8 note: layered_cycle_safety_system_addendum is a shared mutable state key.
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// Two concurrent requests can both read it (state_get), both see the same value,
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// and one clears it (state_set("", "")) while the other uses the value — or both
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// clear it and one request gets "" while expecting real content. The race is benign
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// in practice (the addendum is only written by layered_cycle and read here once
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// per turn; concurrent chat turns are rare in the current deployment), but a full
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// fix requires per-session or per-request key scoping at the C runtime level.
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let safety_addendum: String = state_get("layered_cycle_safety_system_addendum")
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let safety_block: String = if str_eq(safety_addendum, "") {
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""
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@@ -347,41 +438,82 @@ fn clean_llm_response(s: String) -> String {
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}
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// conv_history_persist — save conversation history to engram for cross-restart continuity.
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// Stores as a Conversation node. Overwrites by using consistent label "conv:history".
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// Stores as a Conversation node with consistent label "conv:history" (upsert by label).
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// Q3/Q6 fix: added partial-write guard and failure logging.
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fn conv_history_persist(hist: String) -> Void {
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if str_eq(hist, "") { return "" }
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if str_eq(hist, "[]") { return "" }
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let ts: Int = time_now()
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// Partial-write guard: refuse to persist a blob that is not a complete JSON array.
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// A truncated write starting with '[' but missing the closing ']' must be rejected.
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// str_ends_with is used (not str_contains) so that embedded ']' characters in content
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// (e.g. "item 1] item 2") do not fool the guard when the array tail is actually missing.
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if !str_starts_with(hist, "[") { return "" }
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if !str_ends_with(hist, "]") { return "" }
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let tags: String = "[\"conv-history\",\"persistent\"]"
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let discard: String = engram_node_full(
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let node_id: String = engram_node_full(
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hist, "Conversation", "conv:history",
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el_from_float(0.7), el_from_float(0.8), el_from_float(0.9),
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"Episodic", tags
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)
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// Q6 fix: log write failure — silent history loss is now visible.
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if str_eq(node_id, "") {
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println("[chat] conv_history_persist: engram_node_full returned empty — history node may be lost")
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}
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}
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// conv_history_load — restore conversation history from engram on first access.
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// Returns the most recent "conv:history" node content, or "" if none found.
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// Q3/Q6 fix: added partial-write guard, log on invalid content, and state flag for
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// callers to distinguish genuine first-turn from a load failure.
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fn conv_history_load() -> String {
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// Primary: label-based fetch — symmetric with persist, immune to vector index drift.
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let label_node: String = engram_get_node_by_label("conv:history")
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let label_ok: Bool = !str_eq(label_node, "") && !str_eq(label_node, "null")
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if label_ok {
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let label_content: String = json_get(label_node, "content")
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let label_valid: Bool = str_starts_with(label_content, "[") && str_ends_with(label_content, "]")
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if label_valid {
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return label_content
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}
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println("[chat] conv_history_load: label node found but content invalid — falling back to vector search")
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}
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// Fallback: vector search.
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let results: String = engram_search_json("conv:history", 3)
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if str_eq(results, "") { return "" }
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|
|
|
|
if str_eq(results, "") {
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|
|
|
// Q3 fix: set a state flag so callers can distinguish load failure from first turn.
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|
|
state_set("conv_history_load_failed", "1")
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|
|
return ""
|
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|
|
|
}
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|
|
if str_eq(results, "[]") { return "" }
|
|
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|
|
let node: String = json_array_get(results, 0)
|
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|
|
let content: String = json_get(node, "content")
|
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|
|
|
// Validate it looks like a JSON array
|
|
|
|
|
if !str_starts_with(content, "[") { return "" }
|
|
|
|
|
// Partial-write guard: require both '[' prefix AND closing ']' at the tail.
|
|
|
|
|
// str_ends_with guards against embedded ']' in content fooling the check.
|
|
|
|
|
if !str_starts_with(content, "[") || !str_ends_with(content, "]") {
|
|
|
|
|
println("[chat] conv_history_load: vector search result content invalid — treating as first turn")
|
|
|
|
|
state_set("conv_history_load_failed", "1")
|
|
|
|
|
return ""
|
|
|
|
|
}
|
|
|
|
|
return content
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
fn handle_chat(body: String) -> String {
|
|
|
|
|
let message: String = json_get(body, "message")
|
|
|
|
|
if str_eq(message, "") {
|
|
|
|
|
return "{\"error\":\"message is required\",\"response\":\"\"}"
|
|
|
|
|
return "{\"__status__\":400,\"error\":\"message is required\",\"response\":\"\"}"
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
// Load history BEFORE compiling context so we can anchor activation to the thread.
|
|
|
|
|
// Q3 fix: clear the load-failure flag before loading so it accurately reflects this call.
|
|
|
|
|
state_set("conv_history_load_failed", "")
|
|
|
|
|
// Q8 note: "conv_history" is a process-global state key. Concurrent /api/chat requests
|
|
|
|
|
// all read the same key, append their exchange, and write it back. Because _state_mu
|
|
|
|
|
// serializes individual state_get/state_set calls but NOT the read-append-write sequence,
|
|
|
|
|
// two concurrent requests can read the same base history and the last writer wins — one
|
|
|
|
|
// turn is silently dropped. A full fix requires per-session history keys (session_hist_<id>)
|
|
|
|
|
// and deprecating the global "conv_history" path. Callers using session_id are not affected.
|
|
|
|
|
let state_hist: String = state_get("conv_history")
|
|
|
|
|
let stored_hist: String = if str_eq(state_hist, "") { conv_history_load() } else { state_hist }
|
|
|
|
|
let hist_load_failed: Bool = str_eq(state_get("conv_history_load_failed"), "1")
|
|
|
|
|
let hist_len: Int = if str_eq(stored_hist, "") { 0 } else { json_array_len(stored_hist) }
|
|
|
|
|
|
|
|
|
|
// Thread-aware activation: short/ambiguous messages (continuations like "go on",
|
|
|
|
@@ -531,7 +663,13 @@ fn handle_chat(body: String) -> String {
|
|
|
|
|
let act_out: String = if act_ok { activation_nodes } else { "[]" }
|
|
|
|
|
strengthen_chat_nodes(act_out)
|
|
|
|
|
|
|
|
|
|
return "{\"response\":\"" + safe_response + "\",\"model\":\"" + model + "\",\"activation_nodes\":" + act_out + "}"
|
|
|
|
|
// Q3 fix: surface history load failure in the response envelope so callers can
|
|
|
|
|
// show a "starting fresh — could not load previous conversation" indicator.
|
|
|
|
|
let hist_warning: String = if hist_load_failed {
|
|
|
|
|
",\"history_load_failed\":true"
|
|
|
|
|
} else { "" }
|
|
|
|
|
|
|
|
|
|
return "{\"response\":\"" + safe_response + "\",\"model\":\"" + model + "\",\"activation_nodes\":" + act_out + hist_warning + "}"
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
fn handle_see(body: String) -> String {
|
|
|
|
@@ -974,7 +1112,7 @@ fn handle_chat_agentic(body: String) -> String {
|
|
|
|
|
if str_eq(screen_action, "hard_bell") {
|
|
|
|
|
safety_log_bell("hard", json_get(screen_result, "reason"), str_slice(message, 0, 80))
|
|
|
|
|
return "{\"reply\":\"" + json_safe(safety_validate("", "hard_bell")) + "\",\"model\":\"\",\"agentic\":true,\"tools_used\":[]}"
|
|
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
let req_model: String = json_get(body, "model")
|
|
|
|
|
let model: String = if str_eq(req_model, "") { chat_default_model() } else { req_model }
|
|
|
|
@@ -1536,6 +1674,13 @@ fn auto_persist(req: String, resp: String) -> Void {
|
|
|
|
|
"Episodic",
|
|
|
|
|
tags
|
|
|
|
|
)
|
|
|
|
|
// CRITICAL BUG fix: log conv_node_id failure OUTSIDE the is_bell block.
|
|
|
|
|
// The original code had this check inside the is_bell block (or missing entirely),
|
|
|
|
|
// making the log unreachable on every non-bell turn (the common case). This meant
|
|
|
|
|
// silent failure of the Conversation node write went unlogged on most turns.
|
|
|
|
|
if str_eq(conv_node_id, "") {
|
|
|
|
|
println("[chat] auto_persist: engram_node_full returned empty — conversation node lost (ts=" + ts_str + ")")
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
// When a bell fires, write a dedicated BellEvent node in addition to the
|
|
|
|
|
// Conversation node. This makes distress moments directly findable by label
|
|
|
|
|