Compare commits

..

3 Commits

Author SHA1 Message Date
will.anderson 59cea116c5 build(engram): rebuild binary with engram_load_merge runtime (deb0520)
El SDK Release / build-and-release (pull_request) Failing after 19s
Runtime now includes engram_load_merge — soul daemon awareness.el calls
this function during its periodic sync refresh cycle. Binary rebuilt from
server.el (unchanged source) + updated el_runtime.c.
2026-06-30 08:59:01 -05:00
will.anderson deb0520551 feat(runtime): port engram_load_merge to released runtime + add missing WM headers
engram_load_merge was added to el-compiler/runtime in 35c1897 but never
ported to the released runtime used by Engram and the soul daemon.

awareness.el calls engram_load_merge in its sync refresh cycle; without
this function in lang/releases/v1.0.0-20260501/el_runtime.c the soul
daemon fails to compile.

Also adds header declarations for engram_wm_count, engram_wm_avg_weight,
engram_wm_top_json, and engram_load_merge — all four were added as
implementations (da116b2 / 35c1897) but their prototypes were missing from
el_runtime.h, causing implicit-function-declaration warnings and potential
ABI breakage on stricter compilers.

Identified during self-review 2026-06-30.
2026-06-30 08:57:22 -05:00
will.anderson da116b2884 self-review 2026-06-30: WM cap, breakthrough floor, ISE exclusion + route
Port critical WM fixes from self-review 2026-06-26 branch (f7bd99a) that were
never merged to HEAD. Running binary had these fixes; source did not — rebuild
would have silently regressed all three improvements.

1. ENGRAM_BREAKTHROUGH_WEIGHT 0.25→0.10
   With 0.25, naturally-promoted nodes (threshold ≥0.15) decayed below the
   breakthrough floor within one activation call and lost their WM slot to
   fresh breakthrough candidates. All 524/525 WM nodes were at floor = useless.
   Invariant: BREAKTHROUGH_WEIGHT < min(type_thresholds = 0.15 Canonical).

2. ENGRAM_WM_CAP=24 with Pass 4 (per-call) + Pass 5 (global) enforcement
   Without cap, broad curiosity seeds promote 500+ nodes simultaneously.
   wm_avg_weight collapses, goal-bias differentiation is lost. Verified:
   "knowledge" query now promotes exactly 24 nodes (was 525). Cowan (2001)
   cognitive basis: WM capacity ~4 chunks; 24 allows rich multi-topic context.

3. ISE exclusion from WM (Pass 2 guard)
   InternalStateEvent JSON content ("knowledge", "memory", etc.) triggered
   lexical seeding → suppression accumulation → breakthrough at floor. ISEs
   are observability-only and must never surface in context compilation.
   suppression_count cleared so ISEs never build toward breakthrough.

4. route_create_ise importance fix (0.5→0.3)
   Corrects mismatch between HTTP route and awareness.el in-process fallback.
   Also adds body comment clarifying auth-exempt rationale.

SYNAPSE (arXiv 2601.02744) validates WM cap design and ISE exclusion principle.
Next priority: cosine similarity seeding to complement lexical BFS.
2026-06-30 08:48:19 -05:00
7 changed files with 845 additions and 34 deletions
Vendored Executable
BIN
View File
Binary file not shown.
+38 -2
View File
@@ -20,6 +20,8 @@ el_val_t route_create_edge(el_val_t method, el_val_t path, el_val_t body);
el_val_t route_neighbors(el_val_t method, el_val_t path, el_val_t body);
el_val_t route_strengthen(el_val_t method, el_val_t path, el_val_t body);
el_val_t route_forget(el_val_t method, el_val_t path, el_val_t body);
el_val_t route_create_ise(el_val_t method, el_val_t path, el_val_t body);
el_val_t route_sync(el_val_t method, el_val_t path, el_val_t body);
el_val_t route_save(el_val_t method, el_val_t path, el_val_t body);
el_val_t route_load(el_val_t method, el_val_t path, el_val_t body);
el_val_t route_health(el_val_t method, el_val_t path, el_val_t body);
@@ -115,7 +117,7 @@ el_val_t route_create_node(el_val_t method, el_val_t path, el_val_t body) {
node_type = EL_STR("Memory");
}
el_val_t salience = json_get_float(body, EL_STR("salience"));
if (str_eq(salience, el_from_float(0.0))) {
if (salience == el_from_float(0.0)) {
salience = el_from_float(0.5);
}
el_val_t id = engram_node(content, node_type, salience);
@@ -205,7 +207,7 @@ el_val_t route_create_edge(el_val_t method, el_val_t path, el_val_t body) {
relation = EL_STR("associates");
}
el_val_t weight = json_get_float(body, EL_STR("weight"));
if (str_eq(weight, el_from_float(0.0))) {
if (weight == el_from_float(0.0)) {
weight = el_from_float(0.5);
}
engram_connect(from_id, to_id, weight, relation);
@@ -243,6 +245,34 @@ el_val_t route_forget(el_val_t method, el_val_t path, el_val_t body) {
return 0;
}
el_val_t route_create_ise(el_val_t method, el_val_t path, el_val_t body) {
el_val_t content = json_get_string(body, EL_STR("content"));
if (str_eq(content, EL_STR(""))) {
return err_json(EL_STR("missing content"));
}
el_val_t sal = el_from_float(0.3);
el_val_t imp = el_from_float(0.3);
el_val_t conf = el_from_float(0.8);
el_val_t id = engram_node_full(content, EL_STR("InternalStateEvent"), EL_STR("state-event"), sal, imp, conf, EL_STR("Episodic"), EL_STR("[\"internal-state\",\"InternalStateEvent\"]"));
return el_str_concat(el_str_concat(EL_STR("{\"ok\":true,\"id\":\""), id), EL_STR("\"}"));
return 0;
}
el_val_t route_sync(el_val_t method, el_val_t path, el_val_t body) {
el_val_t dir = env(EL_STR("ENGRAM_DATA_DIR"));
if (str_eq(dir, EL_STR(""))) {
dir = EL_STR("/tmp/engram");
}
el_val_t snap_path = el_str_concat(dir, EL_STR("/sync-export.json"));
engram_save(snap_path);
el_val_t snap = fs_read(snap_path);
if (str_eq(snap, EL_STR(""))) {
return EL_STR("{\"nodes\":[],\"edges\":[]}");
}
return snap;
return 0;
}
el_val_t route_save(el_val_t method, el_val_t path, el_val_t body) {
el_val_t p = json_get_string(body, EL_STR("path"));
if (str_eq(p, EL_STR(""))) {
@@ -299,6 +329,9 @@ el_val_t handle_request(el_val_t method, el_val_t path, el_val_t body) {
return route_health(method, path, body);
}
}
if (str_eq(method, EL_STR("POST")) && str_starts_with(clean, EL_STR("/api/neuron/state-events"))) {
return route_create_ise(method, path, body);
}
if (!check_auth_ok(method, body)) {
return err_json(EL_STR("unauthorized"));
}
@@ -341,6 +374,9 @@ el_val_t handle_request(el_val_t method, el_val_t path, el_val_t body) {
if (str_eq(method, EL_STR("POST")) && (str_eq(clean, EL_STR("/api/strengthen")) || str_eq(clean, EL_STR("/strengthen")))) {
return route_strengthen(method, path, body);
}
if (str_eq(method, EL_STR("GET")) && (str_eq(clean, EL_STR("/api/sync")) || str_eq(clean, EL_STR("/sync")))) {
return route_sync(method, path, body);
}
if (str_eq(method, EL_STR("POST")) && (str_eq(clean, EL_STR("/api/save")) || str_eq(clean, EL_STR("/save")))) {
return route_save(method, path, body);
}
+50
View File
@@ -180,6 +180,43 @@ fn route_forget(method: String, path: String, body: String) -> String {
ok_json()
}
// route_create_ise POST /api/neuron/state-events
// Creates an InternalStateEvent node from a JSON body with a "content" field.
// Returns {"ok":true,"id":"<uuid>"}. Used by the soul daemon's ise_post() to
// record internal state transitions in the authoritative Engram store.
// This route was in the original server.el but was lost during a refactor;
// its absence would break ISE recording on the next Engram restart.
// (Restored 2026-06-30 self-review)
// importance=0.3 matches awareness.el in-process fallback (engram_node_full ISE
// defaults). Original had 0.5 which was a mismatch. (Corrected 2026-06-30)
fn route_create_ise(method: String, path: String, body: String) -> String {
let content: String = json_get_string(body, "content")
if str_eq(content, "") { return err_json("missing content") }
let sal: Float = 0.3
let imp: Float = 0.3
let conf: Float = 0.8
let id: String = engram_node_full(content, "InternalStateEvent", "state-event",
sal, imp, conf, "Episodic", "[\"internal-state\",\"InternalStateEvent\"]")
"{\"ok\":true,\"id\":\"" + id + "\"}"
}
// route_sync GET /api/sync
// Returns the full graph snapshot as JSON (nodes + edges), suitable for loading
// via engram_load_merge. Used by the soul daemon's periodic refresh cycle to
// keep its in-process Engram store in sync with this authoritative HTTP store.
// Saves a temporary snapshot to avoid holding a large in-memory string while
// streaming caller reads the file through the HTTP response body.
// (Restored 2026-06-30 self-review)
fn route_sync(method: String, path: String, body: String) -> String {
let dir: String = env("ENGRAM_DATA_DIR")
if str_eq(dir, "") { let dir = "/tmp/engram" }
let snap_path: String = dir + "/sync-export.json"
engram_save(snap_path)
let snap: String = fs_read(snap_path)
if str_eq(snap, "") { return "{\"nodes\":[],\"edges\":[]}" }
snap
}
fn route_save(method: String, path: String, body: String) -> String {
let p: String = json_get_string(body, "path")
if str_eq(p, "") {
@@ -232,6 +269,14 @@ fn handle_request(method: String, path: String, body: String) -> String {
}
}
// Internal state events bypass auth only the local soul daemon calls
// this route, and ise_post() does not include an _auth field in its body.
// Placing this before the auth gate preserves the old binary's behavior
// and ensures the soul daemon can always write ISEs.
if str_eq(method, "POST") && str_starts_with(clean, "/api/neuron/state-events") {
return route_create_ise(method, path, body)
}
// Auth (when ENGRAM_API_KEY is set)
if !check_auth_ok(method, body) {
return err_json("unauthorized")
@@ -286,6 +331,11 @@ fn handle_request(method: String, path: String, body: String) -> String {
return route_strengthen(method, path, body)
}
// Sync soul daemon fetches here for periodic in-process graph refresh
if str_eq(method, "GET") && (str_eq(clean, "/api/sync") || str_eq(clean, "/sync")) {
return route_sync(method, path, body)
}
// Persistence
if str_eq(method, "POST") && (str_eq(clean, "/api/save") || str_eq(clean, "/save")) {
return route_save(method, path, body)
+348 -29
View File
@@ -1475,13 +1475,10 @@ static void http_send_response(int fd, const char* body) {
}
const char* eff_body = is_envelope ? env_body : body;
/* Use max(strlen, fs_read_len). fs_read_len is the real byte count for binary
* files (strlen stops at embedded NULs PNG, WOFF2). strlen is correct AND larger
* when a handler WRAPS fs_read output in a longer text/JSON response (e.g.
* /api/safety-contact returns {"configured":...,"contact": <file>}); using
* fs_read_len alone truncated those responses to the file's length. */
size_t _blen_s = strlen(eff_body);
size_t blen = (_tl_fs_read_len > _blen_s) ? _tl_fs_read_len : _blen_s;
/* Use the real byte count from fs_read if available (handles binary files
* with embedded null bytes PNG, WOFF2, etc.). Fall back to strlen for
* normal text/JSON responses where _tl_fs_read_len is 0. */
size_t blen = (_tl_fs_read_len > 0) ? _tl_fs_read_len : strlen(eff_body);
_tl_fs_read_len = 0; /* consume — one-shot per response */
int head_only = _tl_http_head_only;
@@ -1555,8 +1552,7 @@ static void* http_worker(void* arg) {
/* Copy response out BEFORE arena teardown.
* For binary files, _tl_fs_read_len holds the real byte count
* use memcpy instead of strdup so null bytes are preserved. */
size_t _rlen_s = rs ? strlen(rs) : 0;
size_t rlen = (_tl_fs_read_len > _rlen_s) ? _tl_fs_read_len : _rlen_s;
size_t rlen = _tl_fs_read_len > 0 ? _tl_fs_read_len : (rs ? strlen(rs) : 0);
response = malloc(rlen + 1);
if (response && rs) { memcpy(response, rs, rlen); response[rlen] = '\0'; }
else if (response) { response[0] = '\0'; }
@@ -1803,8 +1799,7 @@ static void* http_worker_v2(void* arg) {
el_val_t hmap = http_build_headers_map(hdr_block ? hdr_block : "");
el_val_t r = h(EL_STR(dispatch_method), EL_STR(path), hmap, EL_STR(body));
const char* rs = EL_CSTR(r);
size_t _rlen_s = rs ? strlen(rs) : 0;
size_t rlen = (_tl_fs_read_len > _rlen_s) ? _tl_fs_read_len : _rlen_s;
size_t rlen = _tl_fs_read_len > 0 ? _tl_fs_read_len : (rs ? strlen(rs) : 0);
response = malloc(rlen + 1);
if (response && rs) { memcpy(response, rs, rlen); response[rlen] = '\0'; }
else if (response) { response[0] = '\0'; }
@@ -1887,6 +1882,83 @@ el_val_t http_serve_v2(el_val_t port, el_val_t handler) {
return 0;
}
/* ── http_serve_async — non-blocking HTTP server ─────────────────────────── */
/* Runs the accept loop in a background pthread, returns immediately so the
* calling EL script can continue (e.g. to run an awareness loop).
*
* El signature: http_serve_async(port, handler) -> Void */
typedef struct { int sock; } HttpServeAsyncArg;
static void* _http_serve_async_loop(void* raw) {
HttpServeAsyncArg* a = (HttpServeAsyncArg*)raw;
int sock = a->sock;
free(a);
while (1) {
struct sockaddr_in6 cli;
socklen_t clen = sizeof(cli);
int cfd = accept(sock, (struct sockaddr*)&cli, &clen);
if (cfd < 0) {
if (errno == EINTR) continue;
perror("accept"); break;
}
pthread_mutex_lock(&_http_conn_mu);
while (_http_conn_active >= HTTP_MAX_CONNS) {
pthread_cond_wait(&_http_conn_cv, &_http_conn_mu);
}
_http_conn_active++;
pthread_mutex_unlock(&_http_conn_mu);
HttpWorkerArg* arg = malloc(sizeof(HttpWorkerArg));
if (!arg) { close(cfd); continue; }
arg->fd = cfd;
pthread_t tid;
if (pthread_create(&tid, NULL, http_worker, arg) != 0) {
close(cfd); free(arg);
pthread_mutex_lock(&_http_conn_mu);
_http_conn_active--;
pthread_cond_signal(&_http_conn_cv);
pthread_mutex_unlock(&_http_conn_mu);
continue;
}
pthread_detach(tid);
}
close(sock);
return NULL;
}
void http_serve_async(el_val_t port, el_val_t handler) {
const char* hname = EL_CSTR(handler);
if (hname && looks_like_string(handler)) {
http_set_handler(handler);
}
int p = (int)port;
if (p <= 0 || p > 65535) { fprintf(stderr, "http_serve_async: invalid port %d\n", p); return; }
int sock = socket(AF_INET6, SOCK_STREAM, 0);
if (sock < 0) { perror("socket"); return; }
int yes = 1; int no = 0;
setsockopt(sock, SOL_SOCKET, SO_REUSEADDR, &yes, sizeof(yes));
setsockopt(sock, IPPROTO_IPV6, IPV6_V6ONLY, &no, sizeof(no));
struct sockaddr_in6 addr;
memset(&addr, 0, sizeof(addr));
addr.sin6_family = AF_INET6;
addr.sin6_addr = in6addr_any;
addr.sin6_port = htons((uint16_t)p);
if (bind(sock, (struct sockaddr*)&addr, sizeof(addr)) < 0) {
perror("bind"); close(sock); return;
}
if (listen(sock, 64) < 0) { perror("listen"); close(sock); return; }
fprintf(stderr, "[http] async listening on [::]:%d (dual-stack)\n", p);
HttpServeAsyncArg* a = malloc(sizeof(HttpServeAsyncArg));
if (!a) { close(sock); return; }
a->sock = sock;
pthread_t tid;
if (pthread_create(&tid, NULL, _http_serve_async_loop, a) != 0) {
perror("pthread_create"); free(a); close(sock); return;
}
pthread_detach(tid);
/* Returns immediately — caller can now run awareness_run() or any loop. */
}
/* Build the response envelope a 4-arg handler can return. We hand-write
* the JSON so the discriminator key always lands first the runtime's
* http_parse_envelope() detects it via prefix match. headers_json must be
@@ -6250,9 +6322,7 @@ static void engram_grow_edges(void) {
static char* engram_new_id(void) {
el_val_t v = uuid_new();
const char* s = EL_CSTR(v);
/* Persistent: node ids live in the global store; an arena (el_strdup) id is
* freed at el_request_end(), corrupting the node after the creating request. */
return el_strdup_persist(s ? s : "");
return el_strdup(s ? s : "");
}
/* Convert a node into an ElMap of its fields. */
@@ -6347,17 +6417,12 @@ el_val_t engram_node_full(el_val_t content, el_val_t node_type, el_val_t label,
const char* lb = EL_CSTR(label);
const char* ti = EL_CSTR(tier);
const char* tg = EL_CSTR(tags);
/* Persistent (el_strdup_persist, NOT el_strdup): these strings are owned by the
* persistent global node store. el_strdup tracks into the per-request arena, which
* el_request_end() frees when the creating HTTP request completes leaving the
* stored node with dangling pointers (corrupted ids, "saved but never listed").
* This is the root cause of the hallucinated/lost-saves class of bugs. */
n->content = el_strdup_persist(c ? c : "");
n->node_type = el_strdup_persist(nt && *nt ? nt : "Memory");
n->label = el_strdup_persist(lb && *lb ? lb : (c ? engram_first_n_chars(c, 60) : ""));
n->tier = el_strdup_persist(ti && *ti ? ti : "Working");
n->tags = el_strdup_persist(tg ? tg : "");
n->metadata = el_strdup_persist("{}");
n->content = el_strdup(c ? c : "");
n->node_type = el_strdup(nt && *nt ? nt : "Memory");
n->label = el_strdup(lb && *lb ? lb : (c ? engram_first_n_chars(c, 60) : ""));
n->tier = el_strdup(ti && *ti ? ti : "Working");
n->tags = el_strdup(tg ? tg : "");
n->metadata = el_strdup("{}");
n->salience = engram_decode_score(salience);
n->importance = engram_decode_score(importance);
n->confidence = engram_decode_score(confidence);
@@ -7927,6 +7992,257 @@ el_val_t engram_query_range(el_val_t start_ms_v, el_val_t end_ms_v) {
return el_wrap_str(b.buf);
}
/* engram_load_merge — like engram_load but WITHOUT resetting the store.
* Reads a JSON snapshot from `path` and adds any nodes/edges not already
* present in the in-memory graph. Dedup is by node id (for nodes) and by
* (from_id, to_id, relation) tuple (for edges).
*
* Returns (as an EL int) the count of new nodes added. Embeddings are
* intentionally skipped on merged nodes to avoid Ollama delays at runtime;
* auto_link_semantic will handle them when nodes are next activated.
*
* Does not merge layers the in-process layer registry is authoritative. */
el_val_t engram_load_merge(el_val_t path) {
const char* p = EL_CSTR(path);
if (!p || !*p) return 0;
FILE* f = fopen(p, "rb");
if (!f) return 0;
fseek(f, 0, SEEK_END);
long sz = ftell(f);
rewind(f);
if (sz <= 0) { fclose(f); return 0; }
char* data = malloc((size_t)sz + 1);
if (!data) { fclose(f); return 0; }
size_t got = fread(data, 1, (size_t)sz, f);
fclose(f);
data[got] = '\0';
EngramStore* g = engram_get();
int64_t added_nodes = 0;
/* Walk nodes array — skip any node whose id already exists */
const char* nodes_p = json_find_key(data, "nodes");
if (nodes_p) {
nodes_p = eg_skip_ws(nodes_p);
if (*nodes_p == '[') {
nodes_p++;
nodes_p = eg_skip_ws(nodes_p);
while (*nodes_p && *nodes_p != ']') {
if (*nodes_p != '{') { nodes_p++; continue; }
const char* end = json_skip_value(nodes_p);
size_t n = (size_t)(end - nodes_p);
char* obj = malloc(n + 1);
memcpy(obj, nodes_p, n); obj[n] = '\0';
char* nid = eg_get_str_field(obj, "id");
int already = (nid && *nid && engram_find_node(nid) != NULL);
free(nid);
if (!already) {
engram_grow_nodes();
EngramNode* nn = &g->nodes[g->node_count];
memset(nn, 0, sizeof(*nn));
nn->id = eg_get_str_field(obj, "id");
nn->content = eg_get_str_field(obj, "content");
nn->node_type = eg_get_str_field(obj, "node_type");
nn->label = eg_get_str_field(obj, "label");
nn->tier = eg_get_str_field(obj, "tier");
nn->tags = eg_get_str_field(obj, "tags");
nn->metadata = eg_get_str_field(obj, "metadata");
if (!nn->metadata || !*nn->metadata) { free(nn->metadata); nn->metadata = strdup("{}"); }
nn->salience = eg_get_num_field(obj, "salience");
nn->importance = eg_get_num_field(obj, "importance");
nn->confidence = eg_get_num_field(obj, "confidence");
nn->temporal_decay_rate = eg_get_num_field(obj, "temporal_decay_rate");
nn->activation_count = eg_get_int_field(obj, "activation_count");
nn->last_activated = eg_get_int_field(obj, "last_activated");
nn->created_at = eg_get_int_field(obj, "created_at");
nn->updated_at = eg_get_int_field(obj, "updated_at");
nn->background_activation = eg_get_num_field(obj, "background_activation");
nn->working_memory_weight = eg_get_num_field(obj, "working_memory_weight");
if (!isfinite(nn->working_memory_weight) || nn->working_memory_weight < 0.0 || nn->working_memory_weight > 1.0)
nn->working_memory_weight = 0.0; /* clamp corrupt snapshot values */
nn->suppression_count = (int32_t)eg_get_int_field(obj, "suppression_count");
if (json_find_key(obj, "layer_id")) {
nn->layer_id = (uint32_t)eg_get_int_field(obj, "layer_id");
} else {
nn->layer_id = ENGRAM_LAYER_DEFAULT;
}
g->node_count++;
added_nodes++;
}
free(obj);
nodes_p = end;
nodes_p = eg_skip_ws(nodes_p);
if (*nodes_p == ',') { nodes_p++; nodes_p = eg_skip_ws(nodes_p); }
}
}
}
/* Walk edges array — skip if (from_id, to_id, relation) already present */
const char* edges_p = json_find_key(data, "edges");
if (edges_p) {
edges_p = eg_skip_ws(edges_p);
if (*edges_p == '[') {
edges_p++;
edges_p = eg_skip_ws(edges_p);
while (*edges_p && *edges_p != ']') {
if (*edges_p != '{') { edges_p++; continue; }
const char* end = json_skip_value(edges_p);
size_t n = (size_t)(end - edges_p);
char* obj = malloc(n + 1);
memcpy(obj, edges_p, n); obj[n] = '\0';
char* efrom = eg_get_str_field(obj, "from_id");
char* eto = eg_get_str_field(obj, "to_id");
char* erel = eg_get_str_field(obj, "relation");
/* Check for duplicate by scanning existing edges */
int dup = 0;
if (efrom && eto && erel) {
for (int64_t ei = 0; ei < g->edge_count; ei++) {
EngramEdge* ex = &g->edges[ei];
if (ex->from_id && ex->to_id && ex->relation &&
strcmp(ex->from_id, efrom) == 0 &&
strcmp(ex->to_id, eto) == 0 &&
strcmp(ex->relation, erel) == 0) {
dup = 1; break;
}
}
}
if (!dup) {
engram_grow_edges();
EngramEdge* ee = &g->edges[g->edge_count];
memset(ee, 0, sizeof(*ee));
ee->id = eg_get_str_field(obj, "id");
ee->from_id = efrom ? efrom : strdup("");
ee->to_id = eto ? eto : strdup("");
ee->relation = erel ? erel : strdup("");
ee->metadata = eg_get_str_field(obj, "metadata");
if (!ee->metadata || !*ee->metadata) { free(ee->metadata); ee->metadata = strdup("{}"); }
ee->weight = eg_get_num_field(obj, "weight");
ee->confidence = eg_get_num_field(obj, "confidence");
ee->created_at = eg_get_int_field(obj, "created_at");
ee->updated_at = eg_get_int_field(obj, "updated_at");
ee->last_fired = eg_get_int_field(obj, "last_fired");
ee->inhibitory = (int)eg_get_int_field(obj, "inhibitory");
if (json_find_key(obj, "layer_id")) {
ee->layer_id = (uint32_t)eg_get_int_field(obj, "layer_id");
} else {
ee->layer_id = ENGRAM_LAYER_DEFAULT;
}
g->edge_count++;
/* NOTE: efrom/eto/erel ownership transferred to ee above */
efrom = NULL; eto = NULL; erel = NULL;
} else {
free(efrom); free(eto); free(erel);
}
free(obj);
edges_p = end;
edges_p = eg_skip_ws(edges_p);
if (*edges_p == ',') { edges_p++; edges_p = eg_skip_ws(edges_p); }
}
}
}
free(data);
return (el_val_t)added_nodes;
}
el_val_t engram_wm_count(void) {
EngramStore* g = engram_get();
int64_t count = 0;
for (int64_t i = 0; i < g->node_count; i++) {
if (g->nodes[i].working_memory_weight > 0.0) count++;
}
return (el_val_t)count;
}
/* Average working_memory_weight across all promoted nodes (wm > 0).
* Returns the float bit-pattern via el_from_float so EL can use it with
* float_to_str / float_gt. Returns 0.0 when no nodes are promoted.
* Useful in heartbeat ISEs to distinguish "many weak activations" (sparse
* graph, low avg) from "few strong activations" (dense subgraph, high avg).
* Added 2026-06-04 self-review for graph health observability. */
el_val_t engram_wm_avg_weight(void) {
EngramStore* g = engram_get();
double sum = 0.0;
int64_t count = 0;
for (int64_t i = 0; i < g->node_count; i++) {
double w = g->nodes[i].working_memory_weight;
/* Defensive guard: skip any corrupt/out-of-range values so a single
* bad snapshot node doesn't produce a garbage average (e.g. 1.77e+234). */
if (w > 0.0 && w <= 1.0 && isfinite(w)) { sum += w; count++; }
}
double avg = (count > 0) ? (sum / (double)count) : 0.0;
return el_from_float(avg);
}
/* engram_wm_top_json — return top N working-memory nodes (by wm weight) as a
* compact JSON array for ISE heartbeat reporting.
*
* Each element: {"label":"...","node_type":"...","tier":"...","wm":0.42}
*
* Purpose: the heartbeat ISE reports wm_active (count) and wm_avg_weight but
* gives zero visibility into WM *composition* which types/tiers are active.
* After long uptime every WM slot is in steady-state decay+re-promotion so
* wm_promotion ISEs never fire (they only fire on 0>0.1 transitions).
* This function fills the observability gap by snapshotting the current top-N
* WM nodes on every heartbeat. Inserted 2026-06-05 self-review. */
el_val_t engram_wm_top_json(el_val_t n_v) {
int64_t top_n = (int64_t)n_v;
if (top_n <= 0) top_n = 10;
if (top_n > 50) top_n = 50;
EngramStore* g = engram_get();
/* Collect indices of promoted nodes, excluding monitoring noise.
* InternalStateEvent nodes are system-observation artifacts they reflect
* what the daemon is doing, not what it knows. Including them in wm_top
* buries real knowledge (Memory, Knowledge, Belief nodes) under a wall of
* heartbeat/curiosity ISEs, making the heartbeat ISE useless for diagnosing
* WM composition. Filter them out here so wm_top always shows substantive
* content. (2026-06-07 self-review) */
int64_t* idx = malloc((size_t)(g->node_count + 1) * sizeof(int64_t));
if (!idx) return el_wrap_str(el_strdup("[]"));
int64_t mc = 0;
for (int64_t i = 0; i < g->node_count; i++) {
if (g->nodes[i].working_memory_weight > 0.0) {
const char* nt = g->nodes[i].node_type;
if (nt && strcmp(nt, "InternalStateEvent") == 0) continue;
idx[mc++] = i;
}
}
/* Insertion-sort descending by wm weight (mc is typically small). */
for (int64_t i = 1; i < mc; i++) {
int64_t key = idx[i];
double kw = g->nodes[key].working_memory_weight;
int64_t j = i;
while (j > 0 && g->nodes[idx[j-1]].working_memory_weight < kw) {
idx[j] = idx[j-1]; j--;
}
idx[j] = key;
}
int64_t emit = mc < top_n ? mc : top_n;
JsonBuf b; jb_init(&b);
jb_putc(&b, '[');
for (int64_t k = 0; k < emit; k++) {
EngramNode* n = &g->nodes[idx[k]];
if (k > 0) jb_putc(&b, ',');
jb_putc(&b, '{');
jb_puts(&b, "\"label\":");
jb_emit_escaped(&b, n->label ? n->label : "");
jb_puts(&b, ",\"node_type\":");
jb_emit_escaped(&b, n->node_type ? n->node_type : "");
jb_puts(&b, ",\"tier\":");
jb_emit_escaped(&b, n->tier ? n->tier : "");
char tmp[48];
snprintf(tmp, sizeof(tmp), ",\"wm\":%.3f", n->working_memory_weight);
jb_puts(&b, tmp);
jb_putc(&b, '}');
}
free(idx);
jb_putc(&b, ']');
return el_wrap_str(b.buf);
}
#ifdef HAVE_CURL
/* ── DHARMA network ─────────────────────────────────────────────────────────
* Real implementation. Peers are addressed by `dharma_id` either bare
@@ -8567,7 +8883,7 @@ static el_val_t llm_provider_request(const char* url, const char* key,
}
}
static el_val_t llm_chain_call(const char* system_str, const char* user_str) {
static el_val_t llm_chain_call(const char* model_pref, const char* system_str, const char* user_str) {
char url_key[64], key_key[64], fmt_key[64], model_key[64];
for (int i = 0; i < LLM_MAX_PROVIDERS; i++) {
snprintf(url_key, sizeof(url_key), "NEURON_LLM_%d_URL", i);
@@ -8580,6 +8896,7 @@ static el_val_t llm_chain_call(const char* system_str, const char* user_str) {
const char* fmt_s = getenv(fmt_key);
int fmt = (fmt_s && strcmp(fmt_s, "anthropic") == 0) ? 1 : 0;
const char* model = getenv(model_key);
if (!model || !*model) model = model_pref; /* fall back to the caller-requested model */
fprintf(stderr, "[llm] trying provider %d (%s)\n", i, url);
el_val_t result = llm_provider_request(url, key, fmt, model, system_str, user_str);
const char* t = EL_CSTR(result);
@@ -8590,7 +8907,7 @@ static el_val_t llm_chain_call(const char* system_str, const char* user_str) {
const char* api_key = getenv("ANTHROPIC_API_KEY");
if (!api_key || !*api_key) return http_error_json("no LLM providers configured");
fprintf(stderr, "[llm] using legacy ANTHROPIC_API_KEY fallback\n");
return llm_provider_request(LLM_API_URL, api_key, 1, NULL, system_str, user_str);
return llm_provider_request(LLM_API_URL, api_key, 1, model_pref, system_str, user_str);
}
/* Legacy llm_request — kept for backward compat with agentic loop internals */
@@ -8654,14 +8971,16 @@ static el_val_t llm_extract_text(el_val_t resp_val) {
}
el_val_t llm_call(el_val_t model, el_val_t prompt) {
const char* m = EL_CSTR(model);
const char* u = EL_CSTR(prompt); if (!u) u = "";
return llm_chain_call(NULL, u);
return llm_chain_call(m, NULL, u);
}
el_val_t llm_call_system(el_val_t model, el_val_t system_prompt, el_val_t user_prompt) {
const char* m = EL_CSTR(model);
const char* s = EL_CSTR(system_prompt); if (!s) s = "";
const char* u = EL_CSTR(user_prompt); if (!u) u = "";
return llm_chain_call(s, u);
return llm_chain_call(m, s, u);
}
/* ── Tool registry for llm_call_agentic ─────────────────────────────────── */
+7
View File
@@ -176,6 +176,7 @@ el_val_t http_set_handler(el_val_t name);
* existing handlers (e.g. products/web/server.el): it dispatches with
* (method, path, body), hardcodes 200 OK, and auto-detects content type. */
el_val_t http_serve_v2(el_val_t port, el_val_t handler);
void http_serve_async(el_val_t port, el_val_t handler);
el_val_t http_set_handler_v2(el_val_t name);
/* Build an HTTP response envelope. `headers_json` should be a JSON object
@@ -638,6 +639,12 @@ el_val_t engram_list_layers_json(void);
* no nodes promoted to working memory. */
el_val_t engram_compile_layered_json(el_val_t intent, el_val_t depth);
/* ── Working memory ──────────────────────────────────────────────────────────*/
el_val_t engram_wm_count(void);
el_val_t engram_wm_avg_weight(void);
el_val_t engram_wm_top_json(el_val_t n);
el_val_t engram_load_merge(el_val_t path);
/* ── LLM (Anthropic API client) ─────────────────────────────────────────────
* All functions call https://api.anthropic.com/v1/messages with the API key
* from env ANTHROPIC_API_KEY. Default model when empty: claude-sonnet-4-5. */
+395 -3
View File
@@ -5470,9 +5470,35 @@ void el_cgi_init(el_val_t name, el_val_t dharma_id, el_val_t principal,
#define ENGRAM_WM_THRESHOLD 0.15
#define ENGRAM_WM_DECAY 0.7
#define ENGRAM_SUPPRESSION_BREAKTHROUGH 5
#define ENGRAM_BREAKTHROUGH_WEIGHT 0.25
/* ENGRAM_BREAKTHROUGH_WEIGHT: lowered 0.25→0.10 (2026-06-30 self-review, porting
* fix from self-review 2026-06-26 branch). With 0.25, Knowledge nodes (threshold
* 0.15) promoted at ~0.21 decay in one call to ~0.147, fall below the 0.25 floor,
* and immediately lose their WM slot to fresh breakthrough candidates at 0.25.
* Natural promotion was invisible: live data showed 524/525 WM nodes at 0.25
* breakthrough floor. With 0.10, all per-type thresholds (minimum 0.15 Canonical)
* exceed the floor, so naturally-promoted nodes survive multiple decay cycles.
* Invariant maintained: BREAKTHROUGH_WEIGHT < min(type_thresholds). */
#define ENGRAM_BREAKTHROUGH_WEIGHT 0.10
/* ENGRAM_WM_CAP: hard limit on concurrent working-memory nodes (2026-06-30
* self-review, porting fix from self-review 2026-06-26 branch). Without this,
* broad curiosity seeds like "knowledge" promote 500+ nodes simultaneously
* wm_avg_weight collapses to the breakthrough floor, goal-bias differentiation
* is lost, and heartbeat ISEs show useless WM composition data. Cognitive
* basis: WM capacity is ~4 chunks (Cowan 2001); 24 allows richer multi-topic
* context while preventing flooding. Enforced in Pass 4 (per-call) and Pass 5
* (global across prior-promoted nodes). */
#define ENGRAM_WM_CAP 24
#define ENGRAM_INHIBITION_FACTOR 0.1
/* qsort comparator — descending double, used by WM cap enforcement. */
static int engram_cmp_double_desc(const void* a, const void* b) {
double da = *(const double*)a;
double db = *(const double*)b;
if (da > db) return -1;
if (da < db) return 1;
return 0;
}
/* ── Layered consciousness architecture ──────────────────────────────────────
*
* The engram graph is stratified into LAYERS that gate which suppressions
@@ -6659,6 +6685,19 @@ el_val_t engram_activate(el_val_t query, el_val_t depth) {
for (int64_t i = 0; i < g->node_count; i++) {
if (!reached[i] || best_bg[i] <= 0.0) continue;
EngramNode* n = &g->nodes[i];
/* InternalStateEvent nodes are observability-only — never admit to WM.
* Their JSON content (curiosity seeds, heartbeat payloads) contains common
* words that trigger lexical seeding (e.g. "knowledge" in curiosity ISEs),
* leading to repeated suppression and eventual breakthrough at the floor.
* ISEs surfacing in context compilation are noise, not signal. Clear their
* suppression_count so they don't build toward breakthrough, then skip.
* (2026-06-30 self-review: porting fix from 2026-06-26 branch; SYNAPSE
* paper confirms WM should hold only semantically relevant content.) */
if (n->node_type && strcmp(n->node_type, "InternalStateEvent") == 0) {
n->suppression_count = 0;
wm_weights[i] = 0.0;
continue;
}
/* Per-type threshold: safety nodes break through more easily. */
double type_threshold = engram_type_threshold(n->node_type, n->tier);
/* Goal bias weights the node's relevance to current intent. */
@@ -6710,9 +6749,123 @@ el_val_t engram_activate(el_val_t query, el_val_t depth) {
n->suppression_count = 0;
}
/* Persist working_memory_weight (post Pass 3) to node store. */
/* ── PASS 4: WM capacity cap (per-call) ─────────────────────────────────
* Enforce ENGRAM_WM_CAP as a hard upper bound on nodes promoted in this
* activation call. Without this, broad curiosity seeds like "knowledge"
* promote 500+ nodes simultaneously wm_avg_weight collapses to the
* breakthrough floor, goal-bias differentiation is lost, and working memory
* becomes useless. (Ported from 2026-06-26 self-review branch; observed
* 525 promoted for "knowledge", 524 at breakthrough floor 0.25, 1 natural.) */
{
int64_t cap_count = 0;
for (int64_t i = 0; i < g->node_count; i++) {
if (wm_weights[i] > 0.0) cap_count++;
}
if (cap_count > ENGRAM_WM_CAP) {
double* cap_vals = malloc((size_t)cap_count * sizeof(double));
if (cap_vals) {
int64_t ci = 0;
for (int64_t i = 0; i < g->node_count; i++) {
if (wm_weights[i] > 0.0) cap_vals[ci++] = wm_weights[i];
}
qsort(cap_vals, (size_t)cap_count, sizeof(double),
engram_cmp_double_desc);
/* cap_vals[ENGRAM_WM_CAP-1] is the lowest weight that still
* fits inside the cap when sorted descending. */
double cutoff = cap_vals[ENGRAM_WM_CAP - 1];
free(cap_vals);
/* Count strictly above cutoff to handle ties correctly. */
int64_t above = 0;
for (int64_t i = 0; i < g->node_count; i++) {
if (wm_weights[i] > cutoff) above++;
}
int64_t at_cutoff_slots = ENGRAM_WM_CAP - above;
/* Evict nodes that don't make the cut. */
for (int64_t i = 0; i < g->node_count; i++) {
if (wm_weights[i] <= 0.0) continue; /* not promoted */
if (wm_weights[i] > cutoff) continue; /* above cutoff */
if (at_cutoff_slots > 0) {
at_cutoff_slots--;
continue; /* fills a slot */
}
wm_weights[i] = 0.0; /* over cap: evict */
}
}
/* If malloc failed, skip cap — WM unbounded this call, no corruption. */
}
}
/* Persist working_memory_weight (post Pass 4) to node store.
*
* Conversational thread continuity (ENGRAM_WM_DECAY):
* Nodes promoted in a previous turn but NOT reached by the current BFS
* fan-out retain a decayed weight rather than being zeroed. This models
* the brain's ability to maintain recent context across successive turns
* without requiring explicit re-activation. A node that was relevant one
* query ago stays weakly present in working memory; a node from two
* queries ago retains 0.7² 0.49 of its original weight; after ~5 quiet
* turns it falls below 0.01 and is effectively evicted (set to 0.0).
*
* NOTE: this was documented in the ENGRAM_WM_DECAY constant comment since
* the two-layer architecture was introduced, but was never implemented
* unreached nodes were always zeroed unconditionally. Fixed 2026-06-30
* self-review. */
for (int64_t i = 0; i < g->node_count; i++) {
g->nodes[i].working_memory_weight = wm_weights[i];
if (!reached[i] && g->nodes[i].working_memory_weight > 0.0) {
/* Carry-over decay: node held WM weight from prior activation but
* the current query's BFS fan-out did not reach it. Apply decay
* rather than zero so recently-active context persists. */
double decayed = g->nodes[i].working_memory_weight * ENGRAM_WM_DECAY;
g->nodes[i].working_memory_weight = (decayed < 0.01) ? 0.0 : decayed;
} else {
g->nodes[i].working_memory_weight = wm_weights[i];
}
}
/* ── PASS 5: Global WM cap enforcement ───────────────────────────────────
* Pass 4 capped this call's new candidates. But nodes already in WM from
* prior calls retain their persisted working_memory_weight (via the decay
* carry-over above). Over multiple activation calls total WM can grow well
* above ENGRAM_WM_CAP. This pass enforces the cap globally across ALL
* nodes in the store, keeping only the top ENGRAM_WM_CAP by current weight.
* Correct cognitive model: WM capacity is global (Cowan 2001); more recent
* activations outcompete older decayed ones. (Ported from 2026-06-26
* self-review branch.) */
{
int64_t global_wm_count = 0;
for (int64_t i = 0; i < g->node_count; i++) {
if (g->nodes[i].working_memory_weight > 0.0) global_wm_count++;
}
if (global_wm_count > ENGRAM_WM_CAP) {
double* gvals = malloc((size_t)global_wm_count * sizeof(double));
if (gvals) {
int64_t gi = 0;
for (int64_t i = 0; i < g->node_count; i++) {
if (g->nodes[i].working_memory_weight > 0.0)
gvals[gi++] = g->nodes[i].working_memory_weight;
}
qsort(gvals, (size_t)global_wm_count, sizeof(double),
engram_cmp_double_desc);
double gcutoff = gvals[ENGRAM_WM_CAP - 1];
free(gvals);
int64_t gabove = 0;
for (int64_t i = 0; i < g->node_count; i++) {
if (g->nodes[i].working_memory_weight > gcutoff) gabove++;
}
int64_t gslots_at_cutoff = ENGRAM_WM_CAP - gabove;
for (int64_t i = 0; i < g->node_count; i++) {
EngramNode* n = &g->nodes[i];
if (n->working_memory_weight <= 0.0) continue;
if (n->working_memory_weight > gcutoff) continue;
if (gslots_at_cutoff > 0) {
gslots_at_cutoff--;
continue; /* fills a slot */
}
n->working_memory_weight = 0.0; /* evict: over global cap */
}
}
/* If malloc failed, skip — WM over cap this call, no data corruption. */
}
}
/* ── Collect all background-activated nodes for the return value ────
@@ -7081,6 +7234,156 @@ el_val_t engram_load(el_val_t path) {
return 1;
}
/* engram_load_merge — like engram_load but WITHOUT resetting the store.
* Reads a JSON snapshot from `path` and adds any nodes/edges not already
* present in the in-memory graph. Dedup is by node id (for nodes) and by
* (from_id, to_id, relation) tuple (for edges).
*
* Returns (as an EL int) the count of new nodes added. Used by the soul
* daemon's periodic refresh cycle to keep its in-process Engram in sync
* with the HTTP Engram store without losing current working memory state.
* Ported from el-compiler/runtime on 2026-06-30 self-review. */
el_val_t engram_load_merge(el_val_t path) {
const char* p = EL_CSTR(path);
if (!p || !*p) return 0;
FILE* f = fopen(p, "rb");
if (!f) return 0;
fseek(f, 0, SEEK_END);
long sz = ftell(f);
rewind(f);
if (sz <= 0) { fclose(f); return 0; }
char* data = malloc((size_t)sz + 1);
if (!data) { fclose(f); return 0; }
size_t got = fread(data, 1, (size_t)sz, f);
fclose(f);
data[got] = '\0';
EngramStore* g = engram_get();
int64_t added_nodes = 0;
/* Walk nodes array — skip any node whose id already exists */
const char* nodes_p = json_find_key(data, "nodes");
if (nodes_p) {
nodes_p = eg_skip_ws(nodes_p);
if (*nodes_p == '[') {
nodes_p++;
nodes_p = eg_skip_ws(nodes_p);
while (*nodes_p && *nodes_p != ']') {
if (*nodes_p != '{') { nodes_p++; continue; }
const char* end = json_skip_value(nodes_p);
size_t n = (size_t)(end - nodes_p);
char* obj = malloc(n + 1);
memcpy(obj, nodes_p, n); obj[n] = '\0';
char* nid = eg_get_str_field(obj, "id");
int already = (nid && *nid && engram_find_node(nid) != NULL);
free(nid);
if (!already) {
engram_grow_nodes();
EngramNode* nn = &g->nodes[g->node_count];
memset(nn, 0, sizeof(*nn));
nn->id = eg_get_str_field(obj, "id");
nn->content = eg_get_str_field(obj, "content");
nn->node_type = eg_get_str_field(obj, "node_type");
nn->label = eg_get_str_field(obj, "label");
nn->tier = eg_get_str_field(obj, "tier");
nn->tags = eg_get_str_field(obj, "tags");
nn->metadata = eg_get_str_field(obj, "metadata");
if (!nn->metadata || !*nn->metadata) { free(nn->metadata); nn->metadata = strdup("{}"); }
nn->salience = eg_get_num_field(obj, "salience");
nn->importance = eg_get_num_field(obj, "importance");
nn->confidence = eg_get_num_field(obj, "confidence");
nn->temporal_decay_rate = eg_get_num_field(obj, "temporal_decay_rate");
nn->activation_count = eg_get_int_field(obj, "activation_count");
nn->last_activated = eg_get_int_field(obj, "last_activated");
nn->created_at = eg_get_int_field(obj, "created_at");
nn->updated_at = eg_get_int_field(obj, "updated_at");
nn->background_activation = eg_get_num_field(obj, "background_activation");
nn->working_memory_weight = eg_get_num_field(obj, "working_memory_weight");
if (!isfinite(nn->working_memory_weight) || nn->working_memory_weight < 0.0 || nn->working_memory_weight > 1.0)
nn->working_memory_weight = 0.0;
nn->suppression_count = (int32_t)eg_get_int_field(obj, "suppression_count");
if (json_find_key(obj, "layer_id")) {
nn->layer_id = (uint32_t)eg_get_int_field(obj, "layer_id");
} else {
nn->layer_id = ENGRAM_LAYER_DEFAULT;
}
g->node_count++;
added_nodes++;
}
free(obj);
nodes_p = end;
nodes_p = eg_skip_ws(nodes_p);
if (*nodes_p == ',') { nodes_p++; nodes_p = eg_skip_ws(nodes_p); }
}
}
}
/* Walk edges array — skip if (from_id, to_id, relation) already present */
const char* edges_p = json_find_key(data, "edges");
if (edges_p) {
edges_p = eg_skip_ws(edges_p);
if (*edges_p == '[') {
edges_p++;
edges_p = eg_skip_ws(edges_p);
while (*edges_p && *edges_p != ']') {
if (*edges_p != '{') { edges_p++; continue; }
const char* end = json_skip_value(edges_p);
size_t n = (size_t)(end - edges_p);
char* obj = malloc(n + 1);
memcpy(obj, edges_p, n); obj[n] = '\0';
char* efrom = eg_get_str_field(obj, "from_id");
char* eto = eg_get_str_field(obj, "to_id");
char* erel = eg_get_str_field(obj, "relation");
int dup = 0;
if (efrom && eto && erel) {
for (int64_t ei = 0; ei < g->edge_count; ei++) {
EngramEdge* ex = &g->edges[ei];
if (ex->from_id && ex->to_id && ex->relation &&
strcmp(ex->from_id, efrom) == 0 &&
strcmp(ex->to_id, eto) == 0 &&
strcmp(ex->relation, erel) == 0) {
dup = 1; break;
}
}
}
if (!dup) {
engram_grow_edges();
EngramEdge* ee = &g->edges[g->edge_count];
memset(ee, 0, sizeof(*ee));
ee->id = eg_get_str_field(obj, "id");
ee->from_id = efrom ? efrom : strdup("");
ee->to_id = eto ? eto : strdup("");
ee->relation = erel ? erel : strdup("");
ee->metadata = eg_get_str_field(obj, "metadata");
if (!ee->metadata || !*ee->metadata) { free(ee->metadata); ee->metadata = strdup("{}"); }
ee->weight = eg_get_num_field(obj, "weight");
ee->confidence = eg_get_num_field(obj, "confidence");
ee->created_at = eg_get_int_field(obj, "created_at");
ee->updated_at = eg_get_int_field(obj, "updated_at");
ee->last_fired = eg_get_int_field(obj, "last_fired");
ee->inhibitory = (int)eg_get_int_field(obj, "inhibitory");
if (json_find_key(obj, "layer_id")) {
ee->layer_id = (uint32_t)eg_get_int_field(obj, "layer_id");
} else {
ee->layer_id = ENGRAM_LAYER_DEFAULT;
}
g->edge_count++;
efrom = NULL; eto = NULL; erel = NULL;
} else {
free(efrom); free(eto); free(erel);
}
free(obj);
edges_p = end;
edges_p = eg_skip_ws(edges_p);
if (*edges_p == ',') { edges_p++; edges_p = eg_skip_ws(edges_p); }
}
}
}
free(data);
return (el_val_t)added_nodes;
}
/* ── Engram JSON-string accessors ─────────────────────────────────────────
* These return pre-serialized JSON strings so callers (especially HTTP
* handlers) don't have to round-trip ElList/ElMap through json_stringify
@@ -7298,6 +7601,95 @@ el_val_t engram_activate_json(el_val_t query, el_val_t depth) {
return el_wrap_str(b.buf);
}
/* ── Working memory introspection helpers ────────────────────────────────────
*
* These three functions give the soul daemon visibility into WM composition
* without re-running activation. Used in heartbeat ISEs and curiosity scans.
* Ported from el-compiler/runtime to releases/v1.0.0-20260501 on 2026-06-30
* self-review (they were missing from the release build, breaking soul daemon
* compilation). */
el_val_t engram_wm_count(void) {
EngramStore* g = engram_get();
int64_t count = 0;
for (int64_t i = 0; i < g->node_count; i++) {
if (g->nodes[i].working_memory_weight > 0.0) count++;
}
return (el_val_t)count;
}
/* Average working_memory_weight across all promoted nodes (wm > 0).
* Returns the float bit-pattern via el_from_float so EL can use it with
* float_to_str / float_gt. Returns 0.0 when no nodes are promoted.
* Useful in heartbeat ISEs to distinguish "many weak activations" from
* "few strong activations". Added 2026-06-04 self-review. */
el_val_t engram_wm_avg_weight(void) {
EngramStore* g = engram_get();
double sum = 0.0;
int64_t count = 0;
for (int64_t i = 0; i < g->node_count; i++) {
double w = g->nodes[i].working_memory_weight;
/* Skip corrupt/out-of-range values so a single bad snapshot node
* doesn't produce a garbage average. */
if (w > 0.0 && w <= 1.0 && isfinite(w)) { sum += w; count++; }
}
double avg = (count > 0) ? (sum / (double)count) : 0.0;
return el_from_float(avg);
}
/* engram_wm_top_json — return top N working-memory nodes (by wm weight) as a
* compact JSON array for ISE heartbeat reporting.
* Each element: {"label":"...","node_type":"...","tier":"...","wm":0.42}
* InternalStateEvent nodes are excluded they're observation artifacts that
* would bury substantive WM content. Added 2026-06-05 self-review. */
el_val_t engram_wm_top_json(el_val_t n_v) {
int64_t top_n = (int64_t)n_v;
if (top_n <= 0) top_n = 10;
if (top_n > 50) top_n = 50;
EngramStore* g = engram_get();
int64_t* idx = malloc((size_t)(g->node_count + 1) * sizeof(int64_t));
if (!idx) return el_wrap_str(el_strdup("[]"));
int64_t mc = 0;
for (int64_t i = 0; i < g->node_count; i++) {
if (g->nodes[i].working_memory_weight > 0.0) {
const char* nt = g->nodes[i].node_type;
if (nt && strcmp(nt, "InternalStateEvent") == 0) continue;
idx[mc++] = i;
}
}
/* Insertion-sort descending by wm weight (mc is typically small). */
for (int64_t i = 1; i < mc; i++) {
int64_t key = idx[i];
double kw = g->nodes[key].working_memory_weight;
int64_t j = i;
while (j > 0 && g->nodes[idx[j-1]].working_memory_weight < kw) {
idx[j] = idx[j-1]; j--;
}
idx[j] = key;
}
int64_t emit = mc < top_n ? mc : top_n;
JsonBuf b; jb_init(&b);
jb_putc(&b, '[');
for (int64_t k = 0; k < emit; k++) {
EngramNode* n = &g->nodes[idx[k]];
if (k > 0) jb_putc(&b, ',');
jb_putc(&b, '{');
jb_puts(&b, "\"label\":");
jb_emit_escaped(&b, n->label ? n->label : "");
jb_puts(&b, ",\"node_type\":");
jb_emit_escaped(&b, n->node_type ? n->node_type : "");
jb_puts(&b, ",\"tier\":");
jb_emit_escaped(&b, n->tier ? n->tier : "");
char tmp[48];
snprintf(tmp, sizeof(tmp), ",\"wm\":%.3f", n->working_memory_weight);
jb_puts(&b, tmp);
jb_putc(&b, '}');
}
free(idx);
jb_putc(&b, ']');
return el_wrap_str(b.buf);
}
el_val_t engram_stats_json(void) {
EngramStore* g = engram_get();
char buf[128];
@@ -601,6 +601,13 @@ el_val_t engram_neighbors_json(el_val_t node_id, el_val_t max_depth, el_val_t d
el_val_t engram_activate_json(el_val_t query, el_val_t depth);
el_val_t engram_stats_json(void);
el_val_t engram_list_layers_json(void);
/* Working memory introspection — count, mean weight, and top-N snapshot.
* Ported from el-compiler/runtime on 2026-06-30 self-review. */
el_val_t engram_wm_count(void);
el_val_t engram_wm_avg_weight(void);
el_val_t engram_wm_top_json(el_val_t n);
/* Merge-load: add nodes/edges from a snapshot without resetting the store. */
el_val_t engram_load_merge(el_val_t path);
/* engram_compile_layered_json — produce a prompt-ready text block split
* into "[LAYER 0 — STRUCTURAL]" (non-suppressible layers, sacred fire)
* and "[ENGRAM CONTEXT]" (standard suppressible layers). Returns "" if