Agent CONCEPTS

Concepts

Nouns map atomically to file sets (EXTRACTED); verbs aggregate structural edges (INFERRED).

• progs | files=319 | mentions=335 | headers/vga_fb.h, headers/vga_fx.h, progs/asm/aes.s, progs/asm/cp.s, progs/asm/cvmfmt.s, progs/asm/fib.s, progs/asm/freedom.s, progs/asm/http.s, progs/asm/json.s, progs/asm/ldhello.s
• free | files=241 | mentions=525 | drivers/sb16.c, drivers/usbhid.c, drivers/xhci.c, fs/minifs.c, fs/pcache.c, fs/zip.c, headers/arena.h, headers/kernel.h, headers/leakcheck.h, headers/minifs.h
• any | files=239 | mentions=476 | arch/x86/boot/stage2.S, drivers/usbhid.c, drivers/xhci.c, fs/ext4.c, fs/kfile.c, fs/minifs.c, fs/pcache.c, headers/block.h, headers/drivers/pci.h, headers/drivers/xhci.h
• without | files=231 | mentions=458 | arch/x86/ctx_sw.S, drivers/usbblk.c, drivers/usbhid.c, drivers/xhci.c, fs/pcache.c, headers/arena.h, headers/drivers/usbblk.h, headers/drivers/xhci.h, headers/kernel.h, headers/kernel/console_in.h
• program | files=221 | mentions=447 | drivers/pcm2.c, drivers/usbblk.c, drivers/usbhid.c, drivers/xhci.c, headers/drivers/pci.h, headers/kernel.h, headers/sched.h, headers/seccomp_bpf.h, headers/shell.h, headers/vga_fb.h
• can | files=219 | mentions=277 | arch/x86/boot/stage2.S, drivers/sb16.c, drivers/usbhid.c, drivers/xhci.c, fs/fat32.c, fs/kfile.c, fs/pcache.c, headers/drivers/usbhid.h, headers/kernel.h, headers/pcache.h
• under | files=212 | mentions=230 | drivers/pcm2.c, drivers/usbblk.c, drivers/usbhid.c, fs/kfile.c, fs/pcache.c, fs/vfs.c, fs/zip.c, headers/arch/x86/cpu_setup.h, headers/fat32.h, headers/fsimg.h
• see | files=192 | mentions=201 | drivers/xhci.c, fs/kfile.c, fs/pcache.c, headers/arch/x86/hal_io.h, headers/ext4.h, headers/kernel.h, headers/pcache.h, headers/sched.h, headers/sign.h, kernel/console_in.c
• doomgeneric | files=188 | mentions=211 | headers/vga_fx.h, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/config.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c, progs/doomgeneric/d_event.h, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c
• version | files=186 | mentions=378 | drivers/nvme.c, headers/abi.h, headers/drivers/nvme.h, headers/drivers/xhci.h, headers/httpd.h, headers/minifs.h, headers/tls.h, kernel/abi.c, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h
• but | files=186 | mentions=198 | drivers/usbhid.c, fs/ext4.c, headers/net.h, kernel/console.c, kernel/console_in.c, kernel/percpu_rq.c, kernel/sched.c, kernel/shell.c, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h
• later | files=184 | mentions=198 | drivers/usbblk.c, drivers/usbhid.c, fs/ext4.c, fs/kfile.c, headers/arch/x86/hal_io.h, headers/arena.h, headers/drivers/pci.h, headers/pipe.h, kernel/console_in.c, kernel/mm/cow.c
• more | files=182 | mentions=196 | drivers/usbblk.c, fs/pcache.c, headers/drivers/pci.h, headers/pcache.h, kernel/panic.c, kernel/sched.c, kernel/vga_fb.c, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h
• either | files=182 | mentions=187 | drivers/usbhid.c, drivers/xhci.c, fs/pcache.c, headers/drivers/pci.h, headers/drivers/xhci.h, headers/pcache.h, kernel/console_in.c, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h
• public | files=179 | mentions=355 | headers/sign.h, headers/tls.h, headers/vga_fb.h, kernel/ed25519.c, net/tls_crypto.c, net/tls_x509.c, progs/doomgeneric/am_map.c, progs/doomgeneric/am_map.h, progs/doomgeneric/d_englsh.h, progs/doomgeneric/d_event.c
• gnu | files=178 | mentions=349 | 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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h, progs/doomgeneric/d_loop.c
• even | files=176 | mentions=178 | headers/ext4.h, kernel/syscalls.c, 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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c
• purpose | files=175 | mentions=175 | kernel/mm/paging.c, 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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h
• published | files=174 | mentions=175 | kernel/rcu.c, kernel/sched.c, 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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c
• software | files=172 | mentions=499 | drivers/pcspk.c, mcp/minios_mcp.py, 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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c
• terms | files=172 | mentions=175 | headers/wm_window.h, kernel/vga_fb.c, 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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c
• general | files=171 | mentions=341 | headers/kernel.h, 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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h
• option | files=171 | mentions=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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h, progs/doomgeneric/d_loop.c
• foundation | files=171 | mentions=172 | headers/vma.h, 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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h
• hope | files=171 | mentions=171 | kernel/shell.c, 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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h
• implied | files=171 | mentions=171 | kernel/shell.c, 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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h
• modify | files=171 | mentions=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, progs/doomgeneric/d_event.h, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h
• license | files=170 | mentions=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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h, progs/doomgeneric/d_loop.c
• warranty | files=170 | mentions=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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h, progs/doomgeneric/d_loop.c
• copyright | files=170 | mentions=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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h, progs/doomgeneric/d_loop.c
• useful | files=170 | mentions=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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h, progs/doomgeneric/d_loop.c
• details | files=170 | mentions=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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h, progs/doomgeneric/d_loop.c
• distributed | files=170 | mentions=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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h, progs/doomgeneric/d_loop.c
• fitness | files=170 | mentions=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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h, progs/doomgeneric/d_loop.c
• merchantability | files=170 | mentions=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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h, progs/doomgeneric/d_loop.c
• particular | files=170 | mentions=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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h, progs/doomgeneric/d_loop.c
• redistribute | files=170 | mentions=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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h, progs/doomgeneric/d_loop.c
• howard | files=168 | mentions=168 | headers/rtc.h, 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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h
• simon | files=167 | mentions=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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c, progs/doomgeneric/d_iwad.h, progs/doomgeneric/d_loop.c
• description | files=159 | mentions=169 | fs/kfile.c, kernel/syscalls.c, 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, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_iwad.c
• one | files=158 | mentions=629 | arch/x86/boot/stage2.S, boot/uefi_stub.c, drivers/kbd.c, drivers/pcm2.c, drivers/usbblk.c, drivers/usbhid.c, drivers/virtio_blk.c, drivers/virtio_net.c, drivers/xhci.c, fs/ext4.c
• kernel | files=152 | mentions=376 | arch/x86/boot/stage2.S, boot/uefi_stub.c, drivers/sb16.c, drivers/xhci.c, fs/kfile.c, fs/zip.c, headers/arch/x86/boot/bootdefs.h, headers/arch/x86/msr.h, headers/arena.h, headers/audio.h
• read | files=149 | mentions=454 | arch/x86/boot/stage1.S, arch/x86/boot/stage2.S, boot/uefi_stub.c, drivers/block.c, drivers/ide.c, drivers/kbd.c, drivers/mouse.c, drivers/nvme.c, drivers/rtc.c, drivers/sb16.c
• inc | files=146 | mentions=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, progs/doomgeneric/d_event.h, progs/doomgeneric/d_items.c, progs/doomgeneric/d_items.h, progs/doomgeneric/d_loop.c, progs/doomgeneric/d_loop.h
• docstring | files=139 | mentions=1160 | boot/uefi_stub.c, drivers/block.c, drivers/kbd.c, drivers/mouse.c, drivers/sb16.c, drivers/usbblk.c, drivers/usbhid.c, drivers/virtio_blk.c, drivers/virtio_net.c, drivers/xhci.c
• mini | files=136 | mentions=253 | arch/x86/boot/stage1.S, arch/x86/boot/stage2.S, boot/uefi_stub.c, drivers/block.c, drivers/ide.c, fs/kfile.c, fs/minifs.c, fs/pcache.c, fs/zip.c, headers/arch/x86/boot/bootdefs.h
• max | files=131 | mentions=595 | boot/uefi_stub.c, drivers/nvme.c, drivers/pcspk.c, drivers/rtc.c, drivers/usbblk.c, drivers/usbhid.c, drivers/virtio_net.c, drivers/xhci.c, fs/kfile.c, fs/ramdisk.c
• when | files=131 | mentions=413 | drivers/block.c, drivers/kbd.c, drivers/sb16.c, drivers/usbblk.c, drivers/usbhid.c, drivers/virtio_blk.c, drivers/virtio_net.c, drivers/xhci.c, fs/kfile.c, fs/pcache.c
• every | files=131 | mentions=304 | drivers/usbblk.c, drivers/usbhid.c, drivers/virtio_blk.c, drivers/virtio_net.c, drivers/xhci.c, fs/ext4.c, fs/minifs.c, fs/pcache.c, fs/zip.c, headers/arch/x86/hal_io.h
• file | files=129 | mentions=602 | boot/uefi_stub.c, fs/ext4.c, fs/fat32.c, fs/fsimg.c, fs/kfile.c, fs/minifs.c, fs/pcache.c, fs/ramdisk.c, fs/vfs.c, fs/zip.c

Verb Edges

• free --depends_on--> progs (strength 1.00)
• free --depends_on--> without (strength 0.99)
• progs --depends_on--> version (strength 0.99)
• any --depends_on--> free (strength 0.98)
• any --depends_on--> progs (strength 0.98)
• any --depends_on--> without (strength 0.98)
• doomgeneric --depends_on--> progs (strength 0.98)
• free --depends_on--> program (strength 0.98)
• program --depends_on--> progs (strength 0.98)
• program --depends_on--> without (strength 0.98)
• progs --depends_on--> program (strength 0.98)
• without --depends_on--> progs (strength 0.98)
• any --depends_on--> program (strength 0.97)
• can --depends_on--> progs (strength 0.97)
• free --depends_on--> any (strength 0.97)
• free --depends_on--> can (strength 0.97)
• free --depends_on--> version (strength 0.97)
• program --depends_on--> free (strength 0.97)
• progs --depends_on--> doomgeneric (strength 0.97)
• under --depends_on--> progs (strength 0.97)
• under --depends_on--> without (strength 0.97)
• without --depends_on--> free (strength 0.97)
• any --depends_on--> can (strength 0.96)
• any --depends_on--> version (strength 0.96)
• can --depends_on--> any (strength 0.96)
• can --depends_on--> free (strength 0.96)
• can --depends_on--> program (strength 0.96)
• can --depends_on--> without (strength 0.96)
• doomgeneric --depends_on--> version (strength 0.96)
• program --depends_on--> any (strength 0.96)
• progs --depends_on--> can (strength 0.96)
• progs --depends_on--> free (strength 0.96)
• progs --depends_on--> without (strength 0.96)
• under --depends_on--> free (strength 0.96)
• under --depends_on--> program (strength 0.96)
• without --depends_on--> any (strength 0.96)
• without --depends_on--> can (strength 0.96)
• without --depends_on--> program (strength 0.96)
• but --depends_on--> progs (strength 0.95)
• can --depends_on--> version (strength 0.95)
• doomgeneric --depends_on--> program (strength 0.95)
• free --depends_on--> see (strength 0.95)
• gnu --depends_on--> progs (strength 0.95)
• later --depends_on--> progs (strength 0.95)
• more --depends_on--> progs (strength 0.95)
• program --depends_on--> can (strength 0.95)
• program --depends_on--> version (strength 0.95)
• progs --depends_on--> any (strength 0.95)
• progs --depends_on--> but (strength 0.95)
• progs --depends_on--> more (strength 0.95)

Dialectic

• Thesis: any centralizes 239 files; Antithesis: but pulls 186 files with 181 shared (Jaccard 0.74); Synthesis: should they merge, split by layer, or keep depends_on explicit?
• Thesis: any centralizes 239 files; Antithesis: can pulls 219 files with 195 shared (Jaccard 0.74); Synthesis: should they merge, split by layer, or keep depends_on explicit?
• Thesis: any centralizes 239 files; Antithesis: copyright pulls 170 files with 170 shared (Jaccard 0.71); Synthesis: should they merge, split by layer, or keep bridges explicit?
• Thesis: any centralizes 239 files; Antithesis: description pulls 159 files with 159 shared (Jaccard 0.67); Synthesis: should they merge, split by layer, or keep bridges explicit?
• Thesis: any centralizes 239 files; Antithesis: details pulls 170 files with 170 shared (Jaccard 0.71); Synthesis: should they merge, split by layer, or keep bridges explicit?
• Thesis: any centralizes 239 files; Antithesis: distributed pulls 170 files with 170 shared (Jaccard 0.71); Synthesis: should they merge, split by layer, or keep bridges explicit?
• Thesis: any centralizes 239 files; Antithesis: doomgeneric pulls 188 files with 170 shared (Jaccard 0.66); Synthesis: should they merge, split by layer, or keep depends_on explicit?
• Thesis: any centralizes 239 files; Antithesis: either pulls 182 files with 178 shared (Jaccard 0.73); Synthesis: should they merge, split by layer, or keep bridges explicit?
• Thesis: any centralizes 239 files; Antithesis: even pulls 176 files with 171 shared (Jaccard 0.70); Synthesis: should they merge, split by layer, or keep bridges explicit?
• Thesis: any centralizes 239 files; Antithesis: fitness pulls 170 files with 170 shared (Jaccard 0.71); Synthesis: should they merge, split by layer, or keep bridges explicit?