Scan timing: clone 3.51s · analysis 8.32s · 20.3 MB · GitHub API rate-limit (preflight)
https://github.com/Luce-Org/lucebox-hub
· scanned 2026-06-05 17:25 UTC (4 days, 22 hours ago)
· 10 languages
278 raw signals (154 security + 124 graph) 55th percentile · Cpp · medium (20-100K LoC) System graph score 82 (lower by 16)
Last scanned 4 days, 22 hours ago · v2 · 108 actionable findings from 2 signal sources. 108 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.
| Component | Sub-score | Weight | Contribution |
|---|---|---|---|
structure_score |
60.0 | 0.15 | 9.00 |
security_score |
66.9 | 0.25 | 16.73 |
testing_score |
62.0 | 0.20 | 12.40 |
documentation_score |
100.0 | 0.15 | 15.00 |
practices_score |
67.0 | 0.15 | 10.05 |
code_quality |
27.0 | 0.10 | 2.70 |
| Overall | 1.00 | 65.9 |
All 949 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.
| Label | Layer | Status | Path |
|---|---|---|---|
_half_dtype |
software | healthy | optimizations/megakernel/model.py:13 |
_load_op |
software | healthy | optimizations/megakernel/model.py:43 |
max_safe_decode_blocks |
software | dead | optimizations/megakernel/model.py:52 |
set_decode_blocks |
software | dead | optimizations/megakernel/model.py:58 |
load_weights |
software | healthy | optimizations/megakernel/model.py:66 |
_w |
software | healthy | optimizations/megakernel/model.py:86 |
_pack_layer_weights |
software | healthy | optimizations/megakernel/model.py:160 |
__init__ |
software | healthy | optimizations/megakernel/model.py:183 |
alloc_prefill_scratch |
software | healthy | optimizations/megakernel/model.py:262 |
step |
software | healthy | optimizations/megakernel/model.py:274 |
reset |
software | healthy | optimizations/megakernel/model.py:297 |
generate |
software | healthy | optimizations/megakernel/model.py:305 |
prefill |
software | healthy | optimizations/megakernel/diag_phase2_metrics.py:54 |
prefill |
software | healthy | optimizations/megakernel/bench_pp_tg.py:60 |
parse_args |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:31 |
build_exact_prompt_ids |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:50 |
alloc_prefill_buffers |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:60 |
get_prefill_op |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:82 |
run_prefill |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:89 |
decode_steps |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:126 |
benchmark_prefill |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:138 |
benchmark_decode |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:151 |
emit_result |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:184 |
run_correctness |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:189 |
run_pp |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:232 |
run_tg |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:273 |
build_child_cmd |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:310 |
filter_child_stderr |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:337 |
run_child |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:349 |
main |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py:375 |
prefill |
software | healthy | optimizations/megakernel/diag_prefill_kernels.py:49 |
_detect_arch |
software | healthy | optimizations/megakernel/setup.py:7 |
_int_env |
software | healthy | optimizations/megakernel/setup.py:23 |
prefill |
software | healthy | optimizations/megakernel/build_corpus.py:119 |
our_prefill |
software | healthy | optimizations/megakernel/final_bench.py:66 |
parse_args |
software | healthy | optimizations/megakernel/final_bench_nvfp4.py:32 |
build_exact_prompt_ids |
software | healthy | optimizations/megakernel/final_bench_nvfp4.py:52 |
alloc_prefill_buffers |
software | healthy | optimizations/megakernel/final_bench_nvfp4.py:65 |
get_prefill_op |
software | healthy | optimizations/megakernel/final_bench_nvfp4.py:87 |
run_prefill |
software | healthy | optimizations/megakernel/final_bench_nvfp4.py:94 |
benchmark_megakernel |
software | healthy | optimizations/megakernel/final_bench_nvfp4.py:158 |
benchmark_hf |
software | healthy | optimizations/megakernel/final_bench_nvfp4.py:241 |
main |
software | healthy | optimizations/megakernel/final_bench_nvfp4.py:307 |
_load_op |
software | healthy | optimizations/megakernel/model_nvfp4.py:73 |
_resolve_backend |
software | healthy | optimizations/megakernel/model_nvfp4.py:93 |
_resolve_prefill_mode |
software | healthy | optimizations/megakernel/model_nvfp4.py:102 |
_resolve_prefill_graph |
software | healthy | optimizations/megakernel/model_nvfp4.py:116 |
_resolve_prefill_tc |
software | healthy | optimizations/megakernel/model_nvfp4.py:121 |
_quantize_matrix_nvfp4 |
software | healthy | optimizations/megakernel/model_nvfp4.py:126 |
_quantize_matrix_nvfp4_lm |
software | healthy | optimizations/megakernel/model_nvfp4.py:143 |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
README.md |
software | healthy | README.md |
CONTRIBUTING.md |
software | healthy | CONTRIBUTING.md |
pyproject.toml |
software | healthy | pyproject.toml |
thinking-budget.md |
software | healthy | docs/specs/thinking-budget.md |
props-endpoint.md |
software | healthy | docs/specs/props-endpoint.md |
openapi-props.yaml |
software | healthy | docs/specs/openapi-props.yaml |
model-cards.md |
software | healthy | docs/specs/model-cards.md |
check_uv_workspace.sh |
software | healthy | scripts/check_uv_workspace.sh |
torch_bindings.cpp |
software | healthy | optimizations/megakernel/torch_bindings.cpp |
model.py |
software | healthy | optimizations/megakernel/model.py |
diag_phase2_metrics.py |
software | healthy | optimizations/megakernel/diag_phase2_metrics.py |
README.md |
software | healthy | optimizations/megakernel/README.md |
bench_pp_tg.py |
software | healthy | optimizations/megakernel/bench_pp_tg.py |
bench_pp_tg_nvfp4.py |
software | healthy | optimizations/megakernel/bench_pp_tg_nvfp4.py |
diag_prefill_kernels.py |
software | healthy | optimizations/megakernel/diag_prefill_kernels.py |
RESULTS.md |
software | healthy | optimizations/megakernel/RESULTS.md |
README_PASCAL.md |
software | healthy | optimizations/megakernel/README_PASCAL.md |
setup.py |
software | healthy | optimizations/megakernel/setup.py |
build_corpus.py |
software | healthy | optimizations/megakernel/build_corpus.py |
bench.py |
software | warning | optimizations/megakernel/bench.py |
final_bench.py |
software | healthy | optimizations/megakernel/final_bench.py |
pyproject.toml |
software | healthy | optimizations/megakernel/pyproject.toml |
half_type.h |
software | healthy | optimizations/megakernel/half_type.h |
_phase2_variant.py |
software | warning | optimizations/megakernel/_phase2_variant.py |
final_bench_nvfp4.py |
software | healthy | optimizations/megakernel/final_bench_nvfp4.py |
model_nvfp4.py |
software | healthy | optimizations/megakernel/model_nvfp4.py |
wmma.json |
software | healthy | optimizations/megakernel/corpus/wmma.json |
wmma_p3.json |
software | healthy | optimizations/megakernel/corpus/wmma_p3.json |
wmma_p4.json |
software | healthy | optimizations/megakernel/corpus/wmma_p4.json |
wmma_p7.json |
software | healthy | optimizations/megakernel/corpus/wmma_p7.json |
baseline.json |
software | healthy | optimizations/megakernel/corpus/baseline.json |
wmma_p8.json |
software | healthy | optimizations/megakernel/corpus/wmma_p8.json |
wmma_p6cleanup.json |
software | healthy | optimizations/megakernel/corpus/wmma_p6cleanup.json |
README.md |
software | healthy | optimizations/pflash/README.md |
pyproject.toml |
software | healthy | optimizations/pflash/pyproject.toml |
niah_gen.py |
software | healthy | optimizations/pflash/tests/niah_gen.py |
bench_niah_cpp.py |
software | healthy | optimizations/pflash/tests/bench_niah_cpp.py |
__init__.py |
software | healthy | optimizations/pflash/pflash/__init__.py |
dflash_client.py |
software | healthy | optimizations/pflash/pflash/dflash_client.py |
config.py |
software | warning | optimizations/pflash/pflash/config.py |
CODEX.md |
software | healthy | server/CODEX.md |
README.md |
software | healthy | server/README.md |
RESULTS.md |
software | healthy | server/RESULTS.md |
pyproject.toml |
software | healthy | server/pyproject.toml |
DEVELOPER.md |
software | healthy | server/DEVELOPER.md |
cuda_runtime.h |
software | healthy | server/hip_compat/cuda_runtime.h |
cuda_bf16.h |
software | healthy | server/hip_compat/cuda_bf16.h |
mma.h |
software | healthy | server/hip_compat/mma.h |
cuda_fp16.h |
software | healthy | server/hip_compat/cuda_fp16.h |
test_tokenizer.py |
software | healthy | server/tests/test_tokenizer.py |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
docs |
software | healthy | docs |
specs |
software | healthy | docs/specs |
scripts |
software | healthy | scripts |
optimizations |
software | healthy | optimizations |
megakernel |
software | healthy | optimizations/megakernel |
corpus |
software | healthy | optimizations/megakernel/corpus |
pflash |
software | healthy | optimizations/pflash |
tests |
software | healthy | optimizations/pflash/tests |
pflash |
software | healthy | optimizations/pflash/pflash |
server |
software | healthy | server |
hip_compat |
software | healthy | server/hip_compat |
tests |
software | healthy | server/tests |
test |
software | healthy | server/test |
docs |
software | healthy | server/docs |
scripts |
software | healthy | server/scripts |
fixtures |
software | healthy | server/scripts/fixtures |
agent_prompts |
software | healthy | server/scripts/fixtures/agent_prompts |
placement |
software | healthy | server/scripts/placement |
eval |
software | healthy | server/eval |
examples |
software | healthy | server/examples |
include |
software | healthy | server/include |
deps |
software | healthy | server/deps |
bsa_stubs |
software | healthy | server/deps/bsa_stubs |
c10 |
software | healthy | server/deps/bsa_stubs/c10 |
cuda |
software | healthy | server/deps/bsa_stubs/c10/cuda |
ATen |
software | healthy | server/deps/bsa_stubs/ATen |
cuda |
software | healthy | server/deps/bsa_stubs/ATen/cuda |
src |
software | healthy | server/src |
ipc |
software | healthy | server/src/ipc |
hip_compat |
software | healthy | server/src/hip_compat |
common |
software | healthy | server/src/common |
draft |
software | healthy | server/src/draft |
server |
software | healthy | server/src/server |
qwen3 |
software | healthy | server/src/qwen3 |
placement |
software | healthy | server/src/placement |
qwen35moe |
software | healthy | server/src/qwen35moe |
laguna |
software | healthy | server/src/laguna |
qwen35 |
software | healthy | server/src/qwen35 |
gemma4 |
software | healthy | server/src/gemma4 |
share |
software | healthy | share |
model_cards |
software | healthy | share/model_cards |
.github |
software | healthy | .github |
workflows |
software | healthy | .github/workflows |
harness |
software | healthy | harness |
benchmarks |
software | healthy | harness/benchmarks |
clients |
software | healthy | harness/clients |
| Label | Layer | Status | Path |
|---|---|---|---|
Decoder |
software | healthy | optimizations/megakernel/model.py:180 |
Decoder |
software | healthy | optimizations/megakernel/model_nvfp4.py:499 |
DflashClient |
software | healthy | optimizations/pflash/pflash/dflash_client.py:54 |
CppTokenizer |
software | healthy | server/tests/test_tokenizer.py:34 |
TokenizerTest |
software | healthy | server/tests/test_tokenizer.py:87 |
TestSuite |
software | healthy | server/tests/test_server_comprehensive.py:33 |
SmokeTest |
software | healthy | server/tests/test_server_smoke.py:23 |
TestHealth |
software | healthy | server/scripts/test_server_integration.py:90 |
TestModels |
software | healthy | server/scripts/test_server_integration.py:102 |
TestChatCompletionsNonStreaming |
software | healthy | server/scripts/test_server_integration.py:125 |
TestSamplingParameters |
software | healthy | server/scripts/test_server_integration.py:216 |
TestChatCompletionsStreaming |
software | healthy | server/scripts/test_server_integration.py:394 |
TestReasoning |
software | healthy | server/scripts/test_server_integration.py:477 |
TestResponsesAPI |
software | healthy | server/scripts/test_server_integration.py:526 |
TestAnthropicAPI |
software | healthy | server/scripts/test_server_integration.py:662 |
TestErrors |
software | healthy | server/scripts/test_server_integration.py:728 |
TestConsistency |
software | healthy | server/scripts/test_server_integration.py:750 |
TestStopSequences |
software | healthy | server/scripts/test_server_integration.py:780 |
ProcessLog |
software | healthy | server/scripts/phase_split_dual_gpu.py:81 |
PFlashDaemon |
software | healthy | server/scripts/phase_split_dual_gpu.py:114 |
GpuMonitor |
software | healthy | server/scripts/phase_split_dual_gpu.py:193 |
CompressionCase |
software | healthy | server/scripts/phase_split_dual_gpu.py:333 |
PflashDaemon |
software | healthy | server/scripts/laguna_pflash_niah.py:212 |
LagunaDaemon |
software | healthy | server/scripts/laguna_pflash_niah.py:264 |
TestDflashLaunchArgs |
software | healthy | server/scripts/placement/test_dflash_args.py:9 |
ClientSpec |
software | healthy | harness/client_test_runner.py:44 |
ServerProfile |
software | healthy | harness/client_test_runner.py:112 |
HarnessError |
software | healthy | harness/client_test_runner.py:197 |
Handler |
software | healthy | harness/clients/llamacpp_compat_proxy.py:375 |
Handler |
software | healthy | harness/clients/session_inject_proxy.py:29 |
| Label | Layer | Status | Path |
|---|---|---|---|
port:18181 |
network | healthy | server/scripts/test_server_prefix_cache.py |
port:8765 |
network | healthy | server/scripts/quality_ab_simple.py |
port:18184 |
network | healthy | server/scripts/test_full_compress_cache.py |
port:18290 |
network | healthy | server/scripts/bench_agent_loop.py |
port:18291 |
network | healthy | server/scripts/bench_agent_loop.py |
port:18182 |
network | healthy | server/scripts/test_multi_turn_prefix_cache.py |
| Label | Layer | Status | Path |
|---|---|---|---|
password_literal::harness/clients/run_openwebui_tools.sh |
security | healthy | harness/clients/run_openwebui_tools.sh |
password_literal::harness/clients/run_openwebui.sh |
security | healthy | harness/clients/run_openwebui.sh |
| Label | Layer | Status | Path |
|---|---|---|---|
uv-workspace |
cicd | healthy | .github/workflows/ci.yml |
build |
cicd | healthy | .github/workflows/ci.yml |
| Label | Layer | Status | Path |
|---|---|---|---|
SUBMODULE_PAT |
cicd | healthy | — |
CUDA_PATH |
cicd | healthy | — |
| Label | Layer | Status | Path |
|---|---|---|---|
repobility-clone-qfl5hm6i |
software | healthy | /tmp/repobility-clone-qfl5hm6i |
| Label | Layer | Status | Path |
|---|---|---|---|
127.0.0.1 |
network | healthy | server/scripts/test_server_prefix_cache.py |
| Label | Layer | Status | Path |
|---|---|---|---|
gpu (detected) |
hardware | healthy | docs/specs/openapi-props.yaml |
| Label | Layer | Status | Path |
|---|---|---|---|
gha::ci |
cicd | healthy | .github/workflows/ci.yml |
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