concepts

Concepts

Second-brain semantic layer: nouns map atomically to file sets (EXTRACTED); verbs aggregate structural edges (INFERRED).

Concept	Files	Mentions	Top Files
progs	308	323	headers/vga_fb.h, headers/vga_fx.h, progs/asm/aes.s, progs/asm/cp.s, progs/asm/fib.s
free	238	519	drivers/sb16.c, drivers/usbhid.c, drivers/xhci.c, fs/minifs.c, fs/pcache.c
any	232	463	arch/x86/boot/stage2.S, drivers/usbhid.c, drivers/xhci.c, fs/ext4.c, fs/kfile.c
without	228	452	arch/x86/ctx_sw.S, drivers/usbblk.c, drivers/usbhid.c, drivers/xhci.c, fs/pcache.c
program	219	441	drivers/pcm2.c, drivers/usbblk.c, drivers/usbhid.c, drivers/xhci.c, headers/drivers/pci.h
can	218	276	arch/x86/boot/stage2.S, drivers/sb16.c, drivers/usbhid.c, drivers/xhci.c, fs/fat32.c
under	208	226	drivers/pcm2.c, drivers/usbblk.c, drivers/usbhid.c, fs/kfile.c, fs/pcache.c
see	190	198	drivers/xhci.c, fs/kfile.c, fs/pcache.c, headers/arch/x86/hal_io.h, headers/ext4.h
doomgeneric	188	211	headers/vga_fx.h, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/config.h, progs/doomgeneric/d_englsh.h
version	186	378	drivers/nvme.c, headers/abi.h, headers/drivers/nvme.h, headers/drivers/xhci.h, headers/httpd.h
later	184	198	drivers/usbblk.c, drivers/usbhid.c, fs/ext4.c, fs/kfile.c, headers/arch/x86/hal_io.h
but	184	193	drivers/usbhid.c, fs/ext4.c, headers/net.h, kernel/console.c, kernel/console_in.c
either	182	187	drivers/usbhid.c, drivers/xhci.c, fs/pcache.c, headers/drivers/pci.h, headers/drivers/xhci.h
more	181	195	drivers/usbblk.c, fs/pcache.c, headers/drivers/pci.h, headers/pcache.h, kernel/panic.c
public	176	351	headers/tls.h, headers/vga_fb.h, net/tls_crypto.c, net/tls_x509.c, progs/doomgeneric/am_map.c
even	176	178	headers/ext4.h, kernel/syscalls.c, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h
gnu	175	346	progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c, progs/doomgeneric/d_event.h
published	175	176	kernel/mm/cow.c, kernel/rcu.c, kernel/sched.c, kernel/syscalls.c, progs/doomgeneric/am_map.c
purpose	174	174	kernel/mm/paging.c, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c
software	172	499	drivers/pcspk.c, mcp/minios_mcp.py, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h
terms	172	175	headers/wm_window.h, kernel/vga_fb.c, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h
general	171	341	headers/kernel.h, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c
option	171	174	progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c, progs/doomgeneric/d_event.h
foundation	171	172	headers/vma.h, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c
hope	171	171	kernel/shell.c, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c
implied	171	171	kernel/shell.c, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c
modify	171	171	headers/drivers/pci.h, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c
license	170	510	progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c, progs/doomgeneric/d_event.h
warranty	170	340	progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c, progs/doomgeneric/d_event.h
copyright	170	322	progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c, progs/doomgeneric/d_event.h
useful	170	171	progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c, progs/doomgeneric/d_event.h
details	170	170	progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c, progs/doomgeneric/d_event.h
distributed	170	170	progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c, progs/doomgeneric/d_event.h
fitness	170	170	progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c, progs/doomgeneric/d_event.h
merchantability	170	170	progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c, progs/doomgeneric/d_event.h
particular	170	170	progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c, progs/doomgeneric/d_event.h
redistribute	170	170	progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c, progs/doomgeneric/d_event.h
howard	168	168	headers/rtc.h, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c
simon	167	167	progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c, progs/doomgeneric/d_event.h
description	159	168	fs/kfile.c, kernel/syscalls.c, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h
one	147	550	arch/x86/boot/stage2.S, boot/uefi_stub.c, drivers/kbd.c, drivers/pcm2.c, drivers/usbblk.c
inc	146	147	headers/wm_events.h, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c
kernel	145	345	arch/x86/boot/stage2.S, boot/uefi_stub.c, drivers/sb16.c, drivers/xhci.c, fs/kfile.c
read	141	442	arch/x86/boot/stage1.S, arch/x86/boot/stage2.S, boot/uefi_stub.c, drivers/block.c, drivers/ide.c
docstring	131	1006	boot/uefi_stub.c, drivers/block.c, drivers/kbd.c, drivers/mouse.c, drivers/sb16.c
max	126	590	boot/uefi_stub.c, drivers/nvme.c, drivers/pcspk.c, drivers/rtc.c, drivers/usbblk.c
mini	126	227	arch/x86/boot/stage1.S, arch/x86/boot/stage2.S, boot/uefi_stub.c, drivers/block.c, drivers/ide.c
file	122	577	boot/uefi_stub.c, fs/ext4.c, fs/fat32.c, fs/fsimg.c, fs/kfile.c
when	122	376	drivers/block.c, drivers/kbd.c, drivers/sb16.c, drivers/usbblk.c, drivers/usbhid.c
every	122	282	drivers/usbblk.c, drivers/usbhid.c, drivers/virtio_blk.c, drivers/virtio_net.c, drivers/xhci.c

Verb Edges

Source	Verb	Target	Strength
free	depends_on	progs	1.00
free	depends_on	without	0.99
progs	depends_on	version	0.99
any	depends_on	progs	0.98
doomgeneric	depends_on	progs	0.98
free	depends_on	program	0.98
program	depends_on	progs	0.98
without	depends_on	progs	0.98
any	depends_on	free	0.97
any	depends_on	without	0.97
can	depends_on	progs	0.97
free	depends_on	any	0.97
free	depends_on	can	0.97
free	depends_on	version	0.97
program	depends_on	without	0.97
progs	depends_on	doomgeneric	0.97
progs	depends_on	program	0.97
under	depends_on	free	0.97
under	depends_on	progs	0.97
under	depends_on	without	0.97
without	depends_on	free	0.97
any	depends_on	program	0.96
can	depends_on	any	0.96
can	depends_on	free	0.96
can	depends_on	program	0.96
can	depends_on	without	0.96
doomgeneric	depends_on	version	0.96
program	depends_on	free	0.96
progs	depends_on	can	0.96
progs	depends_on	free	0.96
progs	depends_on	without	0.96
under	depends_on	any	0.96
under	depends_on	program	0.96
without	depends_on	any	0.96
without	depends_on	can	0.96
without	depends_on	program	0.96
any	depends_on	can	0.95
any	depends_on	version	0.95
but	depends_on	progs	0.95
can	depends_on	version	0.95
doomgeneric	depends_on	program	0.95
free	depends_on	see	0.95
later	depends_on	progs	0.95
more	depends_on	progs	0.95
program	depends_on	any	0.95
program	depends_on	can	0.95
program	depends_on	version	0.95
progs	depends_on	any	0.95
progs	depends_on	but	0.95
progs	depends_on	more	0.95

Dialectic Prompts

• Thesis: any centralizes 232 files; Antithesis: but pulls 184 files with 179 shared (Jaccard 0.76); Synthesis: should they merge, split by layer, or keep depends_on explicit?
• Thesis: any centralizes 232 files; Antithesis: can pulls 218 files with 193 shared (Jaccard 0.75); Synthesis: should they merge, split by layer, or keep depends_on explicit?
• Thesis: any centralizes 232 files; Antithesis: copyright pulls 170 files with 170 shared (Jaccard 0.73); Synthesis: should they merge, split by layer, or keep bridges explicit?
• Thesis: any centralizes 232 files; Antithesis: description pulls 159 files with 159 shared (Jaccard 0.69); Synthesis: should they merge, split by layer, or keep bridges explicit?
• Thesis: any centralizes 232 files; Antithesis: details pulls 170 files with 170 shared (Jaccard 0.73); Synthesis: should they merge, split by layer, or keep bridges explicit?
• Thesis: any centralizes 232 files; Antithesis: distributed pulls 170 files with 170 shared (Jaccard 0.73); Synthesis: should they merge, split by layer, or keep bridges explicit?
• Thesis: any centralizes 232 files; Antithesis: doomgeneric pulls 188 files with 170 shared (Jaccard 0.68); Synthesis: should they merge, split by layer, or keep depends_on explicit?
• Thesis: any centralizes 232 files; Antithesis: either pulls 182 files with 178 shared (Jaccard 0.75); Synthesis: should they merge, split by layer, or keep bridges explicit?
• Thesis: any centralizes 232 files; Antithesis: even pulls 176 files with 171 shared (Jaccard 0.72); Synthesis: should they merge, split by layer, or keep bridges explicit?
• Thesis: any centralizes 232 files; Antithesis: fitness pulls 170 files with 170 shared (Jaccard 0.73); Synthesis: should they merge, split by layer, or keep bridges explicit?