Files
Will Anderson 0b480cfb6b El data studio: 10-loop improvement pass — full Engram DB explorer
Full-featured terminal explorer for the Engram knowledge graph built
natively in El. Features:
- ANSI-colored TUI with box-drawing borders and salience bars
- All API endpoints: stats, nodes by type/tier, search, edges,
  spreading activation, node detail with neighbor traversal
- Text report export via fs_write
- Offline/unreachable mode with helpful startup messages
- Interactive mode command reference
- ENGRAM_URL env var for connecting to non-default servers
- Uses json_get_raw for nested JSON object traversal
2026-04-29 04:39:40 -05:00

788 lines
32 KiB
EmacsLisp

//
// ENGRAM DATA STUDIO Native El Application
// Full-featured terminal explorer for the Engram knowledge graph
//
//
// Usage: el run-file studio.el
// ENGRAM_URL=http://host:port el run-file studio.el
//
// Requires: Engram server running (default: http://localhost:8340)
// Configuration
fn get_base_url() -> String {
let e: String = env("ENGRAM_URL")
if e == "" {
return "http://localhost:8340"
}
return e
}
fn get_report_path() -> String {
let e: String = env("ENGRAM_REPORT")
if e == "" {
return "/tmp/engram-studio-report.txt"
}
return e
}
// Box-drawing helpers
fn repeat_str(s: String, n: Int) -> String {
let result: String = ""
let i: Int = 0
while i < n {
let result: String = result + s
let i: Int = i + 1
}
return result
}
fn hline(width: Int) -> String {
return repeat_str("", width)
}
fn box_top(width: Int) -> String {
return "" + hline(width) + ""
}
fn box_bot(width: Int) -> String {
return "" + hline(width) + ""
}
fn box_row(content: String, width: Int) -> String {
let padded: String = str_pad_right(content, width, " ")
return "" + padded + ""
}
fn double_top(width: Int) -> String {
return "" + repeat_str("", width) + ""
}
fn double_bot(width: Int) -> String {
return "" + repeat_str("", width) + ""
}
fn double_row(content: String, width: Int) -> String {
let padded: String = str_pad_right(content, width, " ")
return "" + padded + ""
}
fn section_header(title: String) -> String {
println("")
println(color_bold(box_top(62)))
println(color_bold(box_row(" " + title, 62)))
println(color_bold(box_bot(62)))
return ""
}
fn divider() -> String {
println(color_dim(" " + repeat_str("·", 58)))
return ""
}
// API access
fn api_get(path: String) -> String {
let url: String = get_base_url() + path
let resp: String = http_get(url)
if str_starts_with(resp, "{\"error\"") {
return ""
}
return resp
}
fn api_post(path: String, body: String) -> String {
let url: String = get_base_url() + path
let resp: String = http_post(url, body)
if str_starts_with(resp, "{\"error\"") {
return ""
}
return resp
}
// Safe JSON field extractors
// These handle both raw JSON strings and parsed Value::Struct objects.
fn safe_str(node: String, key: String) -> String {
return json_get_string(node, key)
}
fn safe_int(node: String, key: String) -> Int {
return json_get_int(node, key)
}
fn safe_float(node: String, key: String) -> Float {
return json_get_float(node, key)
}
// Formatting helpers
fn short_id(full_id: String) -> String {
if str_len(full_id) >= 8 {
return str_slice(full_id, 0, 8)
}
return full_id
}
fn format_bytes(n: Int) -> String {
if n < 1024 {
return int_to_str(n) + " B"
}
if n < 1048576 {
let kb: Int = n / 1024
return int_to_str(kb) + " KB"
}
let mb: Int = n / 1048576
return int_to_str(mb) + " MB"
}
fn format_timestamp(ms: Int) -> String {
if ms <= 0 {
return ""
}
let secs: Int = ms / 1000
let ts: Int = time_from_parts(secs, 0, "UTC")
return time_format(ts, "ISO")
}
fn content_preview(content: String, max_len: Int) -> String {
let n: Int = str_len(content)
if n == 0 {
return color_dim("(no content)")
}
if n <= max_len {
return content
}
return str_slice(content, 0, max_len) + color_dim("")
}
fn salience_bar(salience: Float) -> String {
let pct: Float = salience * 10.0
let filled: Int = float_to_int(pct)
let bar: String = repeat_str("", filled) + repeat_str("", 10 - filled)
if salience >= 0.7 {
return color_green(bar)
}
if salience >= 0.4 {
return color_yellow(bar)
}
return color_dim(bar)
}
fn tier_badge(tier: String) -> String {
if tier == "Semantic" {
return color_cyan("[Semantic ]")
}
if tier == "Episodic" {
return color_yellow("[Episodic ]")
}
if tier == "Working" {
return color_green("[Working ]")
}
if tier == "Procedural" {
return color_bold("[Procedural]")
}
return "[" + str_pad_right(tier, 10, " ") + "]"
}
fn type_badge(node_type: String) -> String {
if node_type == "Memory" {
return color_cyan("Memory ")
}
if node_type == "Concept" {
return color_green("Concept ")
}
if node_type == "Event" {
return color_yellow("Event ")
}
if node_type == "Entity" {
return color_bold("Entity ")
}
if node_type == "Process" {
return color_cyan("Process ")
}
if node_type == "InternalState" {
return color_dim("IntState ")
}
return str_pad_right(node_type, 10, " ")
}
// Node renderer
fn render_node_row(node_json: String, idx: Int) -> String {
let id: String = short_id(safe_str(node_json, "id"))
let label: String = safe_str(node_json, "label")
let node_type: String = safe_str(node_json, "node_type")
let tier: String = safe_str(node_json, "tier")
let salience: Float = safe_float(node_json, "salience")
let label_col: String = str_pad_right(label, 36, " ")
let sal_str: String = format_float(salience, 3)
let num: String = str_pad_left(int_to_str(idx + 1), 3, " ") + ". "
return " " + num + color_dim(id) + " " + label_col + " " + type_badge(node_type) + " " + sal_str
}
fn render_node_detail(node_json: String) -> String {
let id: String = safe_str(node_json, "id")
let label: String = safe_str(node_json, "label")
let node_type: String = safe_str(node_json, "node_type")
let tier: String = safe_str(node_json, "tier")
let salience: Float = safe_float(node_json, "salience")
let importance: Float = safe_float(node_json, "importance")
let confidence: Float = safe_float(node_json, "confidence")
let created: Int = safe_int(node_json, "created_at")
let updated: Int = safe_int(node_json, "updated_at")
println(" " + color_bold("ID: ") + id)
println(" " + color_bold("Label: ") + color_cyan(label))
println(" " + color_bold("Type: ") + node_type)
println(" " + color_bold("Tier: ") + tier_badge(tier))
println(" " + color_bold("Salience: ") + salience_bar(salience) + " " + format_float(salience, 4))
println(" " + color_bold("Importance: ") + format_float(importance, 4))
println(" " + color_bold("Confidence: ") + format_float(confidence, 4))
println(" " + color_bold("Created: ") + color_dim(format_timestamp(created)))
println(" " + color_bold("Updated: ") + color_dim(format_timestamp(updated)))
return ""
}
// Section: Stats Dashboard
fn show_stats(report: String) -> String {
section_header("Database Statistics")
let stats_json: String = api_get("/api/stats")
if stats_json == "" {
println(" " + color_red("Error: could not reach Engram server"))
println(" Make sure the server is running: engram-server --data-dir <path>")
return report
}
let node_count: Int = safe_int(stats_json, "node_count")
let edge_count: Int = safe_int(stats_json, "edge_count")
let avg_sal: Float = safe_float(stats_json, "avg_salience")
let db_bytes: Int = safe_int(stats_json, "db_size_bytes")
println(" " + color_bold("Nodes: ") + color_cyan(int_to_str(node_count)))
println(" " + color_bold("Edges: ") + color_cyan(int_to_str(edge_count)))
println(" " + color_bold("Avg Salience: ") + format_float(avg_sal, 4))
println(" " + color_bold("DB Size: ") + color_dim(format_bytes(db_bytes)))
let new_report: String = report
+ "\n=== Database Statistics ===\n"
+ "Nodes: " + int_to_str(node_count) + "\n"
+ "Edges: " + int_to_str(edge_count) + "\n"
+ "Avg Salience: " + format_float(avg_sal, 4) + "\n"
+ "DB Size: " + format_bytes(db_bytes) + "\n"
return new_report
}
// Section: Node Browser
fn show_nodes(node_type: String, limit: Int, report: String) -> String {
let title: String = "Nodes — type: " + node_type
section_header(title)
let path: String = "/api/nodes?node_type=" + node_type + "&limit=" + int_to_str(limit)
let json_str: String = api_get(path)
if json_str == "" {
println(" " + color_dim("No nodes found or server unreachable"))
return report
}
let nodes: List = json_parse(json_str)
let n: Int = list_len(nodes)
if n == 0 {
println(" " + color_dim("(no " + node_type + " nodes)"))
return report
}
println(" " + color_dim("Showing " + int_to_str(n) + " nodes:"))
println("")
let header: String = " " + str_pad_right(" # ID Label", 55, " ") + " Type Salience"
println(color_dim(header))
println(color_dim(" " + repeat_str("", 70)))
let i: Int = 0
let report_section: String = "\n=== " + node_type + " Nodes ===\n"
while i < n {
let node: String = json_stringify(list_get(nodes, i))
println(render_node_row(node, i))
let label: String = safe_str(node, "label")
let id: String = short_id(safe_str(node, "id"))
let sal: Float = safe_float(node, "salience")
let report_section: String = report_section + int_to_str(i + 1) + ". [" + id + "] " + label + " (sal=" + format_float(sal, 3) + ")\n"
let i: Int = i + 1
}
return report + report_section
}
// Section: Recent Nodes
fn show_recent(limit: Int, report: String) -> String {
section_header("Recent Nodes (last " + int_to_str(limit) + ")")
let path: String = "/api/nodes?limit=" + int_to_str(limit)
let json_str: String = api_get(path)
if json_str == "" {
println(" " + color_dim("No nodes or server unreachable"))
return report
}
let nodes: List = json_parse(json_str)
let n: Int = list_len(nodes)
if n == 0 {
println(" " + color_dim("(database is empty)"))
return report
}
println(" " + color_dim("Showing " + int_to_str(n) + " most recent nodes:"))
println("")
let header: String = " " + str_pad_right(" # ID Label", 55, " ") + " Type Salience"
println(color_dim(header))
println(color_dim(" " + repeat_str("", 70)))
let i: Int = 0
let report_section: String = "\n=== Recent Nodes ===\n"
while i < n {
let node: String = json_stringify(list_get(nodes, i))
println(render_node_row(node, i))
let label: String = safe_str(node, "label")
let id: String = short_id(safe_str(node, "id"))
let report_section: String = report_section + int_to_str(i + 1) + ". [" + id + "] " + label + "\n"
let i: Int = i + 1
}
return report + report_section
}
// Section: Top Salient Nodes
fn show_top_salient(limit: Int, report: String) -> String {
section_header("Top " + int_to_str(limit) + " by Salience")
let path: String = "/api/nodes?limit=" + int_to_str(limit) + "&min_salience=0.0"
let json_str: String = api_get(path)
if json_str == "" {
println(" " + color_dim("No nodes or server unreachable"))
return report
}
let nodes: List = json_parse(json_str)
let n: Int = list_len(nodes)
if n == 0 {
println(" " + color_dim("(no nodes)"))
return report
}
println(" " + color_dim("Salience ranking:"))
println("")
let report_section: String = "\n=== Top Salient Nodes ===\n"
let i: Int = 0
while i < n {
let node: String = json_stringify(list_get(nodes, i))
let id: String = short_id(safe_str(node, "id"))
let label: String = safe_str(node, "label")
let sal: Float = safe_float(node, "salience")
let tier: String = safe_str(node, "tier")
let bar: String = salience_bar(sal)
let rank: String = str_pad_left(int_to_str(i + 1), 2, " ")
println(" " + rank + ". " + bar + " " + format_float(sal, 3) + " " + color_dim(id) + " " + str_pad_right(label, 35, " ") + " " + color_dim(tier))
let report_section: String = report_section + rank + ". " + format_float(sal, 3) + " [" + id + "] " + label + " " + tier + "\n"
let i: Int = i + 1
}
return report + report_section
}
// Section: Node Detail
fn show_node_detail(node_id: String, report: String) -> String {
section_header("Node Detail — " + str_slice(node_id, 0, 8) + "...")
let path: String = "/api/nodes/" + node_id
let json_str: String = api_get(path)
if json_str == "" {
println(" " + color_red("Node not found: " + node_id))
return report
}
render_node_detail(json_str)
// Show neighbors
let nb_path: String = "/api/neighbors/" + node_id + "?depth=2"
let nb_json: String = api_get(nb_path)
if nb_json != "" {
let neighbors: List = json_parse(nb_json)
let nb_n: Int = list_len(neighbors)
if nb_n > 0 {
println("")
println(" " + color_bold("Neighbors (" + int_to_str(nb_n) + "):"))
let j: Int = 0
while j < nb_n {
let nb: String = json_stringify(list_get(neighbors, j))
// Use json_get_raw to extract nested objects as JSON strings
let nb_node: String = json_get_raw(nb, "node")
let nb_edge: String = json_get_raw(nb, "edge")
let hops: Int = safe_int(nb, "hops")
let nb_label: String = safe_str(nb_node, "label")
let nb_id: String = short_id(safe_str(nb_node, "id"))
let hop_str: String = str_pad_left(int_to_str(hops), 2, " ")
let relation: String = safe_str(nb_edge, "relation")
println(" hop " + hop_str + " " + color_dim(nb_id) + " " + color_cyan(relation) + "" + nb_label)
let j: Int = j + 1
}
}
}
return report + "\n=== Node Detail: " + node_id + " ===\n" + "Fetched node details\n"
}
// Section: Search
fn show_search(query: String, limit: Int, report: String) -> String {
section_header("Search: \"" + query + "\"")
let path: String = "/api/search?q=" + query + "&limit=" + int_to_str(limit)
let json_str: String = api_get(path)
if json_str == "" {
println(" " + color_dim("No results or server unreachable"))
return report
}
let nodes: List = json_parse(json_str)
let n: Int = list_len(nodes)
println(" " + color_bold("Found " + int_to_str(n) + " results:"))
println("")
if n == 0 {
println(" " + color_dim("(no matches)"))
return report + "\n=== Search: " + query + " ===\nNo results\n"
}
let report_section: String = "\n=== Search: " + query + " ===\n" + int_to_str(n) + " results:\n"
let i: Int = 0
while i < n {
let node: String = json_stringify(list_get(nodes, i))
println(render_node_row(node, i))
let label: String = safe_str(node, "label")
let report_section: String = report_section + int_to_str(i + 1) + ". " + label + "\n"
let i: Int = i + 1
}
return report + report_section
}
// Section: Tier Browser
fn show_nodes_by_tier(tier: String, limit: Int, report: String) -> String {
let title: String = "Nodes — tier: " + tier
section_header(title)
let path: String = "/api/nodes?tier=" + tier + "&limit=" + int_to_str(limit)
let json_str: String = api_get(path)
if json_str == "" {
println(" " + color_dim("No nodes or server unreachable"))
return report
}
let nodes: List = json_parse(json_str)
let n: Int = list_len(nodes)
if n == 0 {
println(" " + color_dim("(no " + tier + " tier nodes)"))
return report
}
println(" " + tier_badge(tier) + " " + color_dim("Showing " + int_to_str(n) + " nodes"))
println("")
let i: Int = 0
let report_section: String = "\n=== " + tier + " Tier Nodes ===\n"
while i < n {
let node: String = json_stringify(list_get(nodes, i))
println(render_node_row(node, i))
let label: String = safe_str(node, "label")
let id: String = short_id(safe_str(node, "id"))
let report_section: String = report_section + "[" + id + "] " + label + "\n"
let i: Int = i + 1
}
return report + report_section
}
// Section: Spreading Activation
fn show_activation(seed_id: String, limit: Int, report: String) -> String {
section_header("Spreading Activation — seed: " + str_slice(seed_id, 0, 8) + "...")
let path: String = "/api/activate?seeds=" + seed_id + "&limit=" + int_to_str(limit) + "&depth=3"
let json_str: String = api_get(path)
if json_str == "" {
println(" " + color_dim("No activation results or server unreachable"))
return report
}
// Use json_get_raw to get the "results" array as a JSON string, then parse it
let results_raw: String = json_get_raw(json_str, "results")
let results: List = json_parse(results_raw)
let n: Int = list_len(results)
if n == 0 {
println(" " + color_dim("(no spreading activation results — check seed ID)"))
return report
}
println(" " + color_bold("Activated " + int_to_str(n) + " nodes:"))
println("")
let header: String = " " + str_pad_right(" # ID Label", 52, " ") + " Strength Hops"
println(color_dim(header))
println(color_dim(" " + repeat_str("", 68)))
let report_section: String = "\n=== Activation from " + str_slice(seed_id, 0, 8) + " ===\n"
let i: Int = 0
while i < n {
let result: String = json_stringify(list_get(results, i))
// Use json_get_raw to extract nested node object as a JSON string
let node: String = json_get_raw(result, "node")
let strength: Float = safe_float(result, "activation_strength")
let hops: Int = safe_int(result, "hops")
let id: String = short_id(safe_str(node, "id"))
let label: String = safe_str(node, "label")
let rank: String = str_pad_left(int_to_str(i + 1), 3, " ")
let strength_bar: String = salience_bar(strength)
println(" " + rank + ". " + color_dim(id) + " " + str_pad_right(label, 36, " ") + " " + format_float(strength, 3) + " " + color_dim("hops:" + int_to_str(hops)))
let report_section: String = report_section + rank + ". [" + id + "] " + label + " strength=" + format_float(strength, 3) + " hops=" + int_to_str(hops) + "\n"
let i: Int = i + 1
}
return report + report_section
}
// Section: Edge Statistics
fn show_edges(limit: Int, report: String) -> String {
section_header("Edge Explorer (sample of " + int_to_str(limit) + ")")
let path: String = "/api/edges?limit=" + int_to_str(limit)
let json_str: String = api_get(path)
if json_str == "" {
println(" " + color_dim("No edges or server unreachable"))
return report
}
let edges: List = json_parse(json_str)
let n: Int = list_len(edges)
if n == 0 {
println(" " + color_dim("(no edges in database)"))
return report
}
println(" " + color_dim("Showing " + int_to_str(n) + " edges:"))
println("")
let header: String = " " + str_pad_right(" # From → To Relation", 56, " ") + " Weight"
println(color_dim(header))
println(color_dim(" " + repeat_str("", 68)))
let report_section: String = "\n=== Edges ===\n"
let i: Int = 0
while i < n {
let edge: String = json_stringify(list_get(edges, i))
let from_id: String = short_id(safe_str(edge, "from_id"))
let to_id: String = short_id(safe_str(edge, "to_id"))
let relation: String = safe_str(edge, "relation")
let weight: Float = safe_float(edge, "weight")
let rank: String = str_pad_left(int_to_str(i + 1), 3, " ")
println(" " + rank + ". " + color_dim(from_id) + " " + color_cyan("") + " " + color_dim(to_id) + " " + color_green(str_pad_right(relation, 20, " ")) + " " + format_float(weight, 3))
let report_section: String = report_section + from_id + " -[" + relation + "]-> " + to_id + " w=" + format_float(weight, 3) + "\n"
let i: Int = i + 1
}
return report + report_section
}
// Section: Knowledge Browser (Concept nodes grouped by tag prefix)
fn show_knowledge_browser(report: String) -> String {
section_header("Knowledge Browser — Concept Nodes")
let path: String = "/api/nodes?node_type=Concept&limit=50"
let json_str: String = api_get(path)
if json_str == "" {
println(" " + color_dim("No concept nodes or server unreachable"))
return report
}
let nodes: List = json_parse(json_str)
let n: Int = list_len(nodes)
if n == 0 {
println(" " + color_dim("(no Concept nodes — these are your domain knowledge anchors)"))
return report
}
println(" " + color_bold(int_to_str(n) + " concept nodes found:"))
println("")
let report_section: String = "\n=== Knowledge Browser ===\n"
let i: Int = 0
while i < n {
let node: String = json_stringify(list_get(nodes, i))
let id: String = short_id(safe_str(node, "id"))
let label: String = safe_str(node, "label")
let tier: String = safe_str(node, "tier")
let sal: Float = safe_float(node, "salience")
println(" " + color_green("") + " " + str_pad_right(label, 40, " ") + " " + color_dim(id) + " " + color_dim(tier) + " " + format_float(sal, 3))
let report_section: String = report_section + "" + label + " [" + id + "] " + tier + "\n"
let i: Int = i + 1
}
return report + report_section
}
// Section: Mode Simulation (interactive mode preview)
fn show_mode_menu() -> String {
let _ = section_header("Interactive Mode Preview")
println(" " + color_bold("Available commands (when running interactively):"))
println("")
println(" " + color_cyan("stats") + " — show database statistics")
println(" " + color_cyan("browse <type>") + " — browse nodes by type")
println(" types: Memory, Concept, Event, Entity, Process, InternalState")
println(" " + color_cyan("tier <tier>") + " — browse nodes by tier")
println(" tiers: Working, Episodic, Semantic, Procedural")
println(" " + color_cyan("search <query>") + " — full-text search")
println(" " + color_cyan("node <id>") + " — show node detail + neighbors")
println(" " + color_cyan("activate <id>") + " — spreading activation from seed")
println(" " + color_cyan("edges") + " — browse edges")
println(" " + color_cyan("top") + " — top nodes by salience")
println(" " + color_cyan("export <path>") + " — save text report to file")
println(" " + color_cyan("help") + " — show this menu")
println(" " + color_cyan("quit") + " — exit studio")
println("")
println(" " + color_dim("Tip: set ENGRAM_URL=http://host:port to connect to a different server"))
return ""
}
// Export report
fn export_report(content: String, path: String) -> String {
let _ = section_header("Report Export")
let header: String = "ENGRAM DATA STUDIO — Report\n"
+ "Generated: " + time_format(time_now_utc(), "ISO") + "\n"
+ "Server: " + get_base_url() + "\n"
+ repeat_str("=", 60) + "\n"
let ok: Bool = fs_write(path, header + content)
if ok {
println(" " + color_green("") + " Report saved to: " + color_bold(path))
println(" " + color_dim("Size: " + format_bytes(str_len(header + content))))
} else {
println(" " + color_red("") + " Failed to write report to: " + path)
}
return ""
}
// Connectivity check
fn check_connection() -> Bool {
let resp: String = api_get("/api/stats")
return resp != ""
}
//
// MAIN STUDIO ENTRY POINT
//
let base_url: String = get_base_url()
let WIDTH: Int = 64
// Banner
println("")
println(color_bold(double_top(WIDTH)))
println(color_bold(double_row(" ███████╗███╗ ██╗ ██████╗ ██████╗ █████╗ ███╗ ███╗", WIDTH)))
println(color_bold(double_row(" ██╔════╝████╗ ██║██╔════╝ ██╔══██╗██╔══██╗████╗ ████║", WIDTH)))
println(color_bold(double_row(" █████╗ ██╔██╗ ██║██║ ███╗██████╔╝███████║██╔████╔██║", WIDTH)))
println(color_bold(double_row(" ██╔══╝ ██║╚██╗██║██║ ██║██╔══██╗██╔══██║██║╚██╔╝██║", WIDTH)))
println(color_bold(double_row(" ███████╗██║ ╚████║╚██████╔╝██║ ██║██║ ██║██║ ╚═╝ ██║", WIDTH)))
println(color_bold(double_row(" ╚══════╝╚═╝ ╚═══╝ ╚═════╝ ╚═╝ ╚═╝╚═╝ ╚═╝╚═╝ ╚═╝", WIDTH)))
println(color_bold(double_row("", WIDTH)))
println(color_bold(double_row(" DATA STUDIO — Native El Application", WIDTH)))
println(color_bold(double_row("", WIDTH)))
println(color_bold(double_bot(WIDTH)))
println("")
println(" " + color_bold("Server: ") + color_cyan(base_url))
println(" " + color_bold("Version: ") + color_dim("El-native · 10-loop pass"))
println("")
// Connection check
let connected: Bool = check_connection()
if connected {
println(" " + color_green("") + " " + color_bold("Connection established"))
} else {
println(" " + color_red("") + " " + color_bold("Server unreachable"))
println(" " + color_dim("Start the server: ENGRAM_BIND=0.0.0.0:8340 engram-server --data-dir <path>"))
println(" " + color_dim("Or set ENGRAM_URL environment variable"))
println("")
println(" " + color_yellow("Continuing in offline mode — all sections will show placeholders"))
}
// Run all dashboard sections
let report: String = ""
// Section 1: Stats
let report: String = show_stats(report)
// Section 2: Recent nodes
let report: String = show_recent(20, report)
// Section 3: Top salient
let report: String = show_top_salient(10, report)
// Section 4: By node type Memory
let report: String = show_nodes("Memory", 10, report)
// Section 5: By node type Concept
let report: String = show_nodes("Concept", 10, report)
// Section 6: By node type Event
let report: String = show_nodes("Event", 8, report)
// Section 7: By node type Entity
let report: String = show_nodes("Entity", 8, report)
// Section 8: By node type Process
let report: String = show_nodes("Process", 8, report)
// Section 9: Tier Semantic
let report: String = show_nodes_by_tier("Semantic", 10, report)
// Section 10: Tier Episodic
let report: String = show_nodes_by_tier("Episodic", 10, report)
// Section 11: Knowledge browser (Concept nodes)
let report: String = show_knowledge_browser(report)
// Section 12: Text search samples
let report: String = show_search("memory", 10, report)
let report: String = show_search("concept", 8, report)
// Section 13: Edge explorer
let report: String = show_edges(15, report)
// Section 14: Interactive mode preview
show_mode_menu()
// Export report
let report_path: String = get_report_path()
export_report(report, report_path)
// Footer
println("")
println(color_bold(" " + repeat_str("", 60)))
println(" " + color_bold("Engram Data Studio") + color_dim(" — session complete"))
println(" " + color_dim(time_format(time_now_utc(), "ISO")))
println(color_bold(" " + repeat_str("", 60)))
println("")