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  1. SPFsmartGATE/LIVE/BRAIN/DOCS/002564d818eecbfb.txt +1 -0
  2. SPFsmartGATE/LIVE/BRAIN/DOCS/00476ea318eecbfb.txt +1 -0
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  35. SPFsmartGATE/LIVE/BRAIN/DOCS/1209def318eecbfb.txt +1 -0
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  40. SPFsmartGATE/LIVE/BRAIN/DOCS/149274238ce4bafe.txt +11 -0
  41. SPFsmartGATE/LIVE/BRAIN/DOCS/1777870799b32440.txt +8 -0
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  47. SPFsmartGATE/LIVE/BRAIN/DOCS/1fff35443d7eb952.txt +11 -0
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  50. SPFsmartGATE/LIVE/BRAIN/DOCS/214c5d0c93b88a29.txt +9 -0
SPFsmartGATE/LIVE/BRAIN/DOCS/002564d818eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/00476ea318eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/004aa17ae3e9a047.txt ADDED
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+ GATE SIGNAL | tool=Edit source=stdio allowed=true label=1.0 weight=1.0 evil=0.00 relevance=0.45 fp=false override=false | context=[Edit,Edit,Edit] | ts=2026-03-18T09:32:49.232249284+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/009ed36718eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=1.0 weight=1.0 evil=0.00 relevance=0.55 fp=false override=false | context=[Bash,Read,Grep] | ts=2026-03-18T11:02:23.031179161+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/009efc1366b9453b.txt ADDED
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+ GATE SIGNAL | tool=Read source=stdio allowed=true label=1.0 weight=1.0 evil=0.00 relevance=0.65 fp=false override=false | context=[Read,Grep,Bash] | ts=2026-03-18T11:03:01.886726802+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/010e4d1d18eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/01392ce218eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/0273221c18eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/02cc947918eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/02cd103c18eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=1.0 weight=1.0 evil=0.00 relevance=0.80 fp=false override=false | context=[Edit,Grep,Grep] | ts=2026-03-18T21:14:26.092396883+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/02d90ae418eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/0416303f18eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/041a44705090c3fa.txt ADDED
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+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/LIVE/LMDB5/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/clap_lex-0.7.7/README.md
2
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/LIVE/LMDB5/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/futures-task-0.3.31/README.md
3
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/LIVE/LMDB5/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/crossbeam-queue-0.3.12/CHANGELOG.md
4
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/LIVE/LMDB5/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/crossbeam-queue-0.3.12/README.md
SPFsmartGATE/LIVE/BRAIN/DOCS/043ba89f18eecbfb.txt ADDED
@@ -0,0 +1 @@
 
 
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/04accdf7f1b28b57.txt ADDED
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1
+ 512 uuid::Uuid::from_u64_pair(frame.source, 0),
2
+ 513 0,
3
+ 514 );
4
+ 515 Some(WireFrame::ack(self.cell_id, target, seq))
5
+ 516 } else {
6
+ 517 None
7
+ 518 }
8
+ 519 }
9
+ 520 _ => None,
10
+ 521 }
11
+ 522 }
12
+ 523
13
+ 524 /// Record send
14
+ 525 pub fn record_send(&self) {
15
+ 526 self.sent.fetch_add(1, std::sync::atomic::Ordering::Relaxed);
SPFsmartGATE/LIVE/BRAIN/DOCS/062da4b7ce98639c.txt ADDED
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+ 275 let id = format!("ch-{}", self.next_id);
2
+ 276 self.next_id += 1;
3
+ 277
4
+ 278 let mut channel = Channel::new(id.clone(), name.to_string(), created_by.to_string());
5
+ 279 channel.add_participant(created_by, created_by_name);
6
+ 280
7
+ 281 // System message: channel created
8
+ 282 let sys_msg = ChannelMessage {
9
+ 283 id: new_message_id(),
10
+ 284 channel_id: id.clone(),
11
+ 285 from: "system".to_string(),
12
+ 286 from_name: "System".to_string(),
SPFsmartGATE/LIVE/BRAIN/DOCS/0767d655b8b05729.txt ADDED
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1
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/mcp.rs:// Copyright 2026 Joseph Stone - All Rights Reserved
2
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/mcp.rs:// Copyright 2026 Joseph Stone - All Rights Reserved
3
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/src/channel.rs:// Copyright 2026 Joseph Stone - All Rights Reserved
4
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/src/orchestrator.rs:// Copyright 2026 Joseph Stone - All Rights Reserved
SPFsmartGATE/LIVE/BRAIN/DOCS/07cae7ceaa87b431.txt ADDED
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1
+ 196 21 MB-FM ⬜ FLINT owns STATUS + WORK_BLOCKS Auto-update on phase change
2
+ 197
3
+ 198 ═══════════════════════════════════════════════════════
4
+ 199 REFERENCES
5
+ 200 ═══════════════════════════════════════════════════════
6
+ 201 PROJECTS/PROJECTS/WORK_BLOCKS.md — Master block list
SPFsmartGATE/LIVE/BRAIN/DOCS/0802ce48ae4e72a1.txt ADDED
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1
+ 257 return Err(format!("CDP timeout waiting for response to {}", method));
2
+ 258 }
3
+ 259
4
+ 260 let response = self.socket
5
+ 261 .read()
6
+ 262 .map_err(|e| format!("CDP read failed: {}", e))?;
7
+ 263
8
+ 264 if let Message::Text(text) = response {
9
+ 265 let parsed: Value = serde_json::from_str(&text)
10
+ 266 .map_err(|e| format!("CDP JSON parse failed: {}", e))?;
11
+ 267
12
+ 268 // Check if this is our response (has matching id)
SPFsmartGATE/LIVE/BRAIN/DOCS/09a63797a1c9b22b.txt ADDED
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+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/src/lib.rs
2
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/src/gate.rs
3
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/src/validate.rs
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+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/src/session.rs
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+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/src/storage.rs
6
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/src/mcp.rs
SPFsmartGATE/LIVE/BRAIN/DOCS/09ab83ea26b07fa4.txt ADDED
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1
+ 689 function cmdPage(id){
2
+ 690 var hs=document.querySelectorAll('h1,h2,h3');
3
+ 691 var fs=document.querySelectorAll('form');
4
+ 692 var bs=document.querySelectorAll('button,input[type="submit"]');
5
+ 693 var ls=document.querySelectorAll('a[href]');
6
+ 694 var is=document.querySelectorAll('img');
7
+ 695 var r={url:location.href,title:document.title||'',
8
+ 696 headings:[],forms:[],buttons:[],links:[],images:[],
9
+ 697 element_count:document.querySelectorAll('*').length};
10
+ 698 for(var h=0;h<hs.length;h++)
SPFsmartGATE/LIVE/BRAIN/DOCS/0a0d02966f396135.txt ADDED
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+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/src/integration_tests.rs: fn test_full_transformer_forward() {
2
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/src/integration_tests.rs: use crate::transformer::{SPFTransformer, TransformerModelConfig};
3
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/src/integration_tests.rs: let config = TransformerModelConfig {
4
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/src/integration_tests.rs: let model = SPFTransformer::new(config.clone(), 42);
SPFsmartGATE/LIVE/BRAIN/DOCS/0a740e6718eecc12.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=1.0 weight=1.0 evil=0.00 relevance=0.80 fp=false override=false | context=[Grep,Grep,Read] | ts=2026-03-20T08:54:18.498084998+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/0a88e0db18eecc12.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=1.0 weight=1.0 evil=0.00 relevance=0.80 fp=false override=false | context=[Grep,Grep,Grep] | ts=2026-03-20T09:16:29.229843240+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/0aa7088418eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/0b0378f018eecc12.txt ADDED
@@ -0,0 +1 @@
 
 
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=1.0 weight=1.0 evil=0.00 relevance=0.80 fp=false override=false | context=[Grep,Grep,Read] | ts=2026-03-20T11:29:04.146549893+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/0b2e6a2b18eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/0b37783018eecbfb.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/0b512b4218eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/0b6200f718eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/0ba37bc918eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/0dc7ece618eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/0fabb86574e23187.txt ADDED
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1
+ 4035 let peer_name = args.get("peer_name")
2
+ 4036 .and_then(|v| v.as_str())
3
+ 4037 .unwrap_or(&peer_key[..8.min(peer_key.len())])
4
+ 4038 .to_string();
5
+ 4039 // Start voice session
6
+ 4040 if voice_lock.as_ref().map_or(true, |s| !s.is_active()) {
7
+ 4041 let mut vs = crate::voice::VoiceSession::new(crate::voice::VoiceConfig::default());
8
+ 4042 match vs.start() {
SPFsmartGATE/LIVE/BRAIN/DOCS/107e54ba42ae2412.txt ADDED
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1
+ 287 if recv.read_exact(&mut header_rest).await.is_err() {
2
+ 288 continue;
3
+ 289 }
4
+ 290 let first_len = u32::from_be_bytes(header_rest);
5
+ 291 if first_len > framing::MAX_FRAME_SIZE {
6
+ 292 continue; // Oversized frame, skip
7
+ 293 }
8
+ 294
9
+ 295 // Read first frame payload
10
+ 296 let mut first_payload = vec![0u8; first_len as usize];
11
+ 297 if first_len > 0 {
SPFsmartGATE/LIVE/BRAIN/DOCS/1209def318eecbfb.txt ADDED
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1
+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/123f773b18eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/128678a318eecbfb.txt ADDED
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+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/12b8a55718eecbfb.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ GATE SIGNAL | tool=Grep source=stdio allowed=true label=-1.0 weight=4.0 evil=0.00 relevance=1.00 fp=true override=false | context=[Glob,Glob,Read] | ts=2026-03-18T08:29:57.603263118+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/12e16a8f00567d29.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ GATE SIGNAL | tool=spf_config_stats source=stdio allowed=true label=1.0 weight=1.0 evil=0.00 relevance=0.30 fp=false override=false | context=[spf_tmp_stats,spf_agent_stats,spf_brain_list] | ts=2026-04-15T22:06:07.219454606+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/149274238ce4bafe.txt ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [22]: https://github.com/team
2
+ [23]: https://github.com/enterprise/startups
3
+ [24]: https://github.com/solutions/industry/nonprofits
4
+ [25]: https://github.com/solutions/use-case/app-modernization
5
+ [26]: https://github.com/solutions/use-case/devsecops
6
+ [27]: https://github.com/solutions/use-case/devops
7
+ [28]: https://github.com/solutions/use-case/ci-cd
8
+ [29]: https://github.com/solutions/use-case
9
+ [30]: https://github.com/solutions/industry/healthcare
10
+ [31]: https://github.com/solutions/industry/financial-services
11
+ [32]: https://github.com/solutions/industry/manufacturing
SPFsmartGATE/LIVE/BRAIN/DOCS/1777870799b32440.txt ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ SESSION ANCHOR 2026-03-07
2
+
3
+ NEXT BLOCKS (in order):
4
+ MB-V0: DEPLOY/Cargo.toml — add spf-voice path dep, remove cpal/opus-codec/voice feature, default=["voice-stt"]
5
+ MB-V1: DEPLOY/voice.rs — remove EspeakTTS/CpalAudioInput/CpalAudioOutput/OpusCodec structs + feature-gated imports lines 146-155
6
+ MB-V2: DEPLOY/voice.rs — wire VoiceSession methods to spf_voice:: calls
7
+ MB-V3: DEPLOY/mcp.rs — replace Command::new("espeak-ng") with spf_voice::speak(text) in Light speak handler
8
+ MB-V4: DEPLOY/mcp.rs — fix stream_on cfg: #[cfg(all(feature="voice",feature="voice-stt"))] → #[cfg(feature="voice-stt")]
SPFsmartGATE/LIVE/BRAIN/DOCS/19505c7664e5282e.txt ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 16. [^][205] ["The International High IQ Society - Sign-up"][206]. www.ihiqs.org. Retrieved 21 January 2019.
2
+ 17. [^][207] ["Test Scores"][208]. www.triplenine.org. Retrieved 2021-04-25.
3
+
4
+
5
+ ### Bibliography
6
+
7
+ [[edit][209]]
8
+
9
+ * Raven, J., Raven, J.C., & Court, J.H. (2003, updated 2004) Manual for Raven's Progressive Matrices and Vocabulary
10
+ Scales. San Antonio, TX: Harcourt Assessment.
11
+
12
+ * The above Manual is only available to qualified psychologists. Uses and Abuses of Intelligence (see below) is a more
13
+ generally available source. However a summary of the contents of the Manual's 7 Sections, and, in particular links
SPFsmartGATE/LIVE/BRAIN/DOCS/196c4a6a408e6db6.txt ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ 4012 let phase = if cs.is_ringing() { "ringing" } else { "active" };
2
+ 4013 return json!({"type": "text", "text": format!(
3
+ 4014 "Already in call ({} {}). Use end first.",
4
+ 4015 phase, &cs.peer_key[..8.min(cs.peer_key.len())]
5
+ 4016 )});
6
+ 4017 }
7
+ 4018 }
8
+ 4019 }
9
+ 4020 let peer_name = args.get("peer_name")
SPFsmartGATE/LIVE/BRAIN/DOCS/1e2104f0a24a8153.txt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/LIVE/LMDB5/.claude/todos/e0819554-fba9-4538-b413-3a04d5c777e0-agent-e0819554-fba9-4538-b413-3a04d5c777e0.json
2
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/LIVE/LMDB5/.claude/todos/cedd3e39-1f2a-434c-89dc-dc1b0e1f5ce4-agent-cedd3e39-1f2a-434c-89dc-dc1b0e1f5ce4.json
3
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/LIVE/LMDB5/.claude/todos/500092b7-a498-4b01-9f3e-9a5f3c0a533a-agent-500092b7-a498-4b01-9f3e-9a5f3c0a533a.json
SPFsmartGATE/LIVE/BRAIN/DOCS/1f502dd65ad48f66.txt ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ 557 + 2 * self.d_model * self.d_ff // FFN w1 + w2
2
+ 558 + 4 * self.d_model; // layer norms (approx)
3
+ 559 let output = self.d_model * self.vocab_size;
4
+ 560 embedding + pos_embedding + self.n_layers * per_layer + output
5
+ 561 }
6
+ 562
7
+ 563 /// Estimated memory usage in bytes (weights + Adam states)
8
+ 564 /// weights × 4 bytes × 3 (params + momentum + variance)
9
+ 565 pub fn estimated_memory_bytes(&self) -> usize {
SPFsmartGATE/LIVE/BRAIN/DOCS/1f9049f55c95d2b0.txt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/LIVE/LMDB5/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/thiserror-impl-1.0.69/.cargo_vcs_info.json
2
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/LIVE/LMDB5/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/synstructure-0.13.2/.cargo_vcs_info.json
3
+ /data/data/com.termux/files/home/SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/LIVE/LMDB5/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/thiserror-1.0.69/.cargo_vcs_info.json
SPFsmartGATE/LIVE/BRAIN/DOCS/1fff35443d7eb952.txt ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 503 let mut all_grads: Option<Vec<crate::tensor::Tensor>> = None;
2
+ 504
3
+ 505 for example in &examples {
4
+ 506 let tokens: Vec<u32> = example.input_tokens.iter()
5
+ 507 .map(|&t| t as u32)
6
+ 508 .collect();
7
+ 509 let seq_len = tokens.len().min(config.max_seq_len);
8
+ 510 if seq_len == 0 { continue; }
9
+ 511
10
+ 512 // Forward pass WITH CACHE for backward
11
+ 513 match state.model.forward_causal_with_cache(&tokens[..seq_len], 1, seq_len) {
SPFsmartGATE/LIVE/BRAIN/DOCS/2069d3a28cf0b1b0.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ GATE SIGNAL | tool=spf_status source=stdio allowed=true label=1.0 weight=1.0 evil=0.00 relevance=0.35 fp=false override=false | context=[Write,Edit,Edit] | ts=2026-03-18T06:56:02.044382612+00:00
SPFsmartGATE/LIVE/BRAIN/DOCS/21124367bd1a2e7e.txt ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ \uD83D\uDCE6 ${O.name}@${O.version}`),z.log("Archive Contents");let D=Object.entries(X),P=0;D.sort(([S],[h])=>S.localeCompare(h));let W=new Map,Z=[];for(let[S,h]of D){let x=Wp_(Y,S),I=h.data,p=typeof I==="string"?Buffer.byteLength(I,"utf8"):I.length;P+=p;let B=x.split(Zp_);if(B.length>3){let C=B.slice(0,3).join("/");if(!W.has(C))W.set(C,{files:[],totalSize:0});let F=W.get(C);F.files.push(x),F.totalSize+=p}else Z.push({path:x,size:p})}for(let{path:S,size:h}of Z)z.log(`${$i6(h).padStart(8)} ${S}`);for(let[S,{files:h,totalSize:x}]of W)if(h.length===1){let I=h[0],p=x;z.log(`${$i6(p).padStart(8)} ${I}`)}else z.log(`${$i6(x).padStart(8)} ${S}/ [and ${h.length} more files]`);let f={},G=process.platform!=="win32";for(let[S,h]of Object.entries(X))if(G)f[S]=[h.data,{os:3,attrs:(h.mode&511)<<16}];else f[S]=h.data;let T=wh1(f,{level:9,mtime:new Date});Dp_(j,T);let V=Hp_("sha1").update(T).digest("hex"),L=`${Gp_(O.name)}-${O.version}.mcpb`;return z.log(`
2
+ Archive Details`),z.log(`name: ${O.name}`),z.log(`version: ${O.version}`),z.log(`filename: ${L}`),z.log(`package size: ${$i6(T.length)}`),z.log(`unpacked size: ${$i6(P)}`),z.log(`shasum: ${V}`),z.log(`total files: ${D.length}`),z.log(`ignored (.mcpbignore) files: ${M}`),z.log(`
SPFsmartGATE/LIVE/BRAIN/DOCS/214c5d0c93b88a29.txt ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ 660 // Protected routes — auth checked in each handler
2
+ 661 .route("/status", get(status_handler))
3
+ 662 .route("/tools", get(tools_handler))
4
+ 663 .route("/mcp/v1", post(mcp_handler))
5
+ 664 // WebSocket — auth on upgrade request
6
+ 665 .route("/ws", get(ws_handler))
7
+ 666 // Reverse proxy browser routes (WB-2d) — no auth, served to local browser
8
+ 667 .route("/proxy", get(proxy_handler))
9
+ 668 .route("/proxy/asset", get(proxy_asset_handler))