Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.

lightseekorg/tokenspeed

https://github.com/lightseekorg/tokenspeed · scanned 2026-05-16 22:31 UTC (19 hours, 52 minutes ago) · 10 languages

746 findings (51 legacy + 695 scanner) 60th percentile · Python · large (100-500K LoC) Scanner says 70 (higher by 3)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 19 hours, 52 minutes ago · v1 · 746 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all

All 6761 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.

LabelLayerStatusPath
is_in_ci software healthy test/test_utils.py:23
is_in_amd_ci software healthy test/test_utils.py:28
is_blackwell_system software healthy test/test_utils.py:33
auto_config_device software healthy test/test_utils.py:55
_serve_process software healthy test/test_utils.py:59
_dump software healthy test/test_utils.py:74
_wait_for_server_health software healthy test/test_utils.py:97
popen_serve_server software healthy test/test_utils.py:134
lcs software healthy test/test_utils.py:194
calculate_rouge_l software healthy test/test_utils.py:211
_evalscope_executable software healthy test/test_utils.py:227
_iter_evalscope_scores software healthy test/test_utils.py:261
_parse_evalscope_stdout software healthy test/test_utils.py:279
_load_evalscope_score software healthy test/test_utils.py:294
run_evalscope software healthy test/test_utils.py:315
write_github_step_summary software healthy test/test_utils.py:364
get_dtype_str software healthy test/runners.py:60
get_top_logprobs software healthy test/runners.py:71
get_token_ids_logprobs software healthy test/runners.py:77
__init__ software healthy test/runners.py:386
start_model_process software healthy test/runners.py:136
forward software healthy test/runners.py:474
terminate software healthy test/runners.py:246
__enter__ software healthy test/runners.py:516
__exit__ software healthy test/runners.py:519
forward_generation_raw software healthy test/runners.py:524
load_lora_adapter software healthy test/runners.py:468
unload_lora_adapter software healthy test/runners.py:471
batch_forward software healthy test/runners.py:498
batch_forward_generation_raw software healthy test/runners.py:653
monkey_patch_gemma2_sdpa software healthy test/runners.py:672
_check_and_enable_sdpa software healthy test/runners.py:680
check_close_model_outputs software healthy test/runners.py:687
test_aiohttp_timeout_has_sock_subtimeouts software healthy test/test_bench_timeout.py:39
test_per_request_timeout_constant_is_positive software healthy test/test_bench_timeout.py:61
test_await_with_per_request_timeout_returns_failed_output_o… software healthy test/test_bench_timeout.py:66
stuck_request software healthy test/test_bench_timeout.py:72
test_await_with_per_request_timeout_passes_through_success software healthy test/test_bench_timeout.py:87
fast_request software healthy test/test_bench_timeout.py:91
test_concurrent_stuck_request_does_not_block_gather software healthy test/test_bench_timeout.py:105
stuck software healthy test/test_bench_timeout.py:109
healthy software healthy test/test_bench_timeout.py:113
_split software healthy test/cli/test_argsplit.py:28
test_orchestrator_only_flags_are_consumed software healthy test/cli/test_argsplit.py:32
test_orchestrator_default_timeouts software healthy test/cli/test_argsplit.py:39
test_model_fans_out_to_both software healthy test/cli/test_argsplit.py:46
test_model_path_alias_also_fans_out software healthy test/cli/test_argsplit.py:52
test_user_host_port_go_to_gateway_only software healthy test/cli/test_argsplit.py:62
test_chat_template_overrides_to_gateway_only software healthy test/cli/test_argsplit.py:68
test_tool_call_parser_overrides_to_gateway_only software healthy test/cli/test_argsplit.py:75

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
ModelOutput software healthy test/runners.py:85
HFRunner software healthy test/runners.py:99
RTRunner software healthy test/runners.py:383
_P software healthy test/cli/test_proc.py:45
_TTYBuffer software healthy test/cli/test_logo.py:41
_FakeHealth software healthy test/cli/_fixtures/fake_engine.py:34
_Servicer software healthy test/cli/_fixtures/fake_engine.py:51
DeviceBackend software healthy test/ci_system/ci_register.py:43
CIRegistry software healthy test/ci_system/ci_register.py:48
RegistryVisitor software healthy test/ci_system/ci_register.py:80
TestFile software healthy test/ci_system/ci_utils.py:26
ProcessGroupManager software healthy test/ci_system/process_group_manager.py:72
ModelCase software healthy test/runtime/test_prefix_cache_e2e.py:49
TestPrefixCacheDisabled software healthy test/runtime/test_prefix_cache_e2e.py:150
TestPrefixCacheEnabled software healthy test/runtime/test_prefix_cache_e2e.py:190
TestPrefixCacheDisabledOutputQuality software healthy test/runtime/test_prefix_cache_e2e.py:230
TestV4SlidingWindowGroupsSmoke software healthy test/runtime/test_v4_sliding_window_groups_smoke.py:53
TestAttentionBackendChoices software healthy test/runtime/test_server_args_attention_backends.py:30
_Backend software healthy test/runtime/test_mxfp4_weights.py:19
TestMxfp4Weights software healthy test/runtime/test_mxfp4_weights.py:27
TestWeightLoaderPrefetch software healthy test/runtime/test_weight_loader_prefetch.py:18
TestSamplingBackendRegistryDefaults software healthy test/runtime/test_sampling_backend_registry.py:18
_StubTokenizerManager software healthy test/runtime/test_inline_detokenizer_receiver.py:85
_StubReqObj software healthy test/runtime/test_inline_detokenizer_receiver.py:194
TestFlagOffRegression software healthy test/runtime/test_inline_detokenizer_receiver.py:235
TestInlineBasicEmit software healthy test/runtime/test_inline_detokenizer_receiver.py:282
TestOutputIdsShape software healthy test/runtime/test_inline_detokenizer_receiver.py:367
TestStopTrimmingPassThrough software healthy test/runtime/test_inline_detokenizer_receiver.py:431
TestPerRequestIndependence software healthy test/runtime/test_inline_detokenizer_receiver.py:513
TestSubprocessVsInlineParity software healthy test/runtime/test_inline_detokenizer_receiver.py:629
TestSeedHandling software healthy test/runtime/test_inline_detokenizer_receiver.py:780
_LogprobReqObj software healthy test/runtime/test_inline_detokenizer_receiver.py:841
TestInlineLogprobPassThrough software healthy test/runtime/test_inline_detokenizer_receiver.py:881
_Sender software healthy test/runtime/test_generation_output_processor.py:32
_Tokenizer software healthy test/runtime/test_generation_output_processor.py:40
_Metrics software healthy test/runtime/test_generation_output_processor.py:48
_ForwardOp software healthy test/runtime/test_generation_output_processor.py:52
_ExecutionResult software healthy test/runtime/test_generation_output_processor.py:62
DeepseekV4AttentionOpsTest software healthy test/runtime/test_deepseek_v4_attention_ops.py:213
_FakeGrammar software healthy test/runtime/test_grammar_cache_timeout.py:65
_GatedBackend software healthy test/runtime/test_grammar_cache_timeout.py:72
GrammarBackendCacheTests software healthy test/runtime/test_grammar_cache_timeout.py:89
GrammarManagerTimeoutTests software healthy test/runtime/test_grammar_cache_timeout.py:286
_FakeScheduler software healthy test/runtime/test_async_llm_cancel.py:34
_StubAsyncLLM software healthy test/runtime/test_async_llm_cancel.py:44
_StubReqObj software healthy test/runtime/test_async_llm_cancel.py:65
TestWaitOneResponseCancellation software healthy test/runtime/test_async_llm_cancel.py:89
TestAsyncLLMSatisfiesEngineClient software healthy test/runtime/test_async_llm_protocol.py:35
TestDeepseekV4MegaMoE software healthy test/runtime/test_deepseek_v4_mega_moe.py:21
TestCLIConfigCompat software healthy test/runtime/test_cli_config_compat.py:26

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
README.md software healthy README.md
CLAUDE.md software healthy CLAUDE.md
ACKNOWLEDGEMENTS.md software healthy ACKNOWLEDGEMENTS.md
.pre-commit-config.yaml software healthy .pre-commit-config.yaml
AGENTS.md software healthy AGENTS.md
Dockerfile software healthy docker/Dockerfile
__init__.py software healthy test/__init__.py
test_utils.py software healthy test/test_utils.py
runners.py software healthy test/runners.py
test_bench_timeout.py software healthy test/test_bench_timeout.py
__init__.py software healthy test/cli/__init__.py
test_argsplit.py software healthy test/cli/test_argsplit.py
test_proc.py software healthy test/cli/test_proc.py
test_cli_dispatch.py software healthy test/cli/test_cli_dispatch.py
test_serve_smg_unit.py software healthy test/cli/test_serve_smg_unit.py
test_logprefix.py software healthy test/cli/test_logprefix.py
test_serve_smg_integration.py software healthy test/cli/test_serve_smg_integration.py
test_logo.py software healthy test/cli/test_logo.py
__init__.py software healthy test/cli/_fixtures/__init__.py
fake_engine.py software healthy test/cli/_fixtures/fake_engine.py
cuda_coredump.py software healthy test/ci_system/cuda_coredump.py
install_deps_rocm.sh software healthy test/ci_system/install_deps_rocm.sh
install_deps.sh software healthy test/ci_system/install_deps.sh
cleanup_amd_gpu_state.sh software healthy test/ci_system/cleanup_amd_gpu_state.sh
ci_register.py software healthy test/ci_system/ci_register.py
ci_utils.py software healthy test/ci_system/ci_utils.py
pipeline.py software healthy test/ci_system/pipeline.py
process_group_manager.py software healthy test/ci_system/process_group_manager.py
test_pipeline.py software healthy test/ci_system/test_pipeline.py
README.md software healthy test/agentic_benchmark/tokenspeed/README.md
collect_outputs.py software healthy test/agentic_benchmark/tokenspeed/collect_outputs.py
agentic_bench.sh software healthy test/agentic_benchmark/tokenspeed/agentic_bench.sh
attn_tp4_moe_tp4.sh software healthy test/agentic_benchmark/tokenspeed/configs/attn_tp4_moe_tp4.…
attn_tp4_moe_ep4.sh software healthy test/agentic_benchmark/tokenspeed/configs/attn_tp4_moe_ep4.…
attn_dp8_moe_tp8.sh software healthy test/agentic_benchmark/tokenspeed/configs/attn_dp8_moe_tp8.…
attn_dp8_moe_ep8.sh software healthy test/agentic_benchmark/tokenspeed/configs/attn_dp8_moe_ep8.…
attn_tp8_moe_tp8.sh software healthy test/agentic_benchmark/tokenspeed/configs/attn_tp8_moe_tp8.…
attn_tp8_moe_ep8.sh software healthy test/agentic_benchmark/tokenspeed/configs/attn_tp8_moe_ep8.…
README.md software healthy test/agentic_benchmark/trtllm/README.md
collect_outputs.py software healthy test/agentic_benchmark/trtllm/collect_outputs.py
agentic_bench.sh software healthy test/agentic_benchmark/trtllm/agentic_bench.sh
attn_tp4_moe_ep4.yaml software healthy test/agentic_benchmark/trtllm/configs/attn_tp4_moe_ep4.yaml
attn_dp8_moe_tp8.yaml software healthy test/agentic_benchmark/trtllm/configs/attn_dp8_moe_tp8.yaml
attn_tp4_moe_tp4.yaml software healthy test/agentic_benchmark/trtllm/configs/attn_tp4_moe_tp4.yaml
attn_tp8_moe_ep8.yaml software healthy test/agentic_benchmark/trtllm/configs/attn_tp8_moe_ep8.yaml
attn_dp8_moe_ep8.yaml software healthy test/agentic_benchmark/trtllm/configs/attn_dp8_moe_ep8.yaml
attn_tp8_moe_tp8.yaml software healthy test/agentic_benchmark/trtllm/configs/attn_tp8_moe_tp8.yaml
run_ci_suite.py software healthy test/runtime/run_ci_suite.py
test_prefix_cache_e2e.py software healthy test/runtime/test_prefix_cache_e2e.py
test_v4_sliding_window_groups_smoke.py software healthy test/runtime/test_v4_sliding_window_groups_smoke.py

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
docker software healthy docker
test software healthy test
cli software healthy test/cli
_fixtures software healthy test/cli/_fixtures
ci_system software healthy test/ci_system
agentic_benchmark software healthy test/agentic_benchmark
tokenspeed software healthy test/agentic_benchmark/tokenspeed
configs software healthy test/agentic_benchmark/tokenspeed/configs
trtllm software healthy test/agentic_benchmark/trtllm
configs software healthy test/agentic_benchmark/trtllm/configs
runtime software healthy test/runtime
models software healthy test/runtime/models
distributed software healthy test/runtime/distributed
cache software healthy test/runtime/cache
storage software healthy test/runtime/cache/storage
mooncake_store software healthy test/runtime/cache/storage/mooncake_store
benchmark software healthy test/runtime/benchmark
kernels software healthy test/runtime/kernels
ci software healthy test/ci
eval software healthy test/ci/eval
ut software healthy test/ci/ut
perf software healthy test/ci/perf
docs software healthy docs
serving software healthy docs/serving
configuration software healthy docs/configuration
recipes software healthy docs/recipes
guides software healthy docs/guides
tokenspeed-mla software healthy tokenspeed-mla
python software healthy tokenspeed-mla/python
tokenspeed_mla software healthy tokenspeed-mla/python/tokenspeed_mla
tokenspeed-kernel software healthy tokenspeed-kernel
test software healthy tokenspeed-kernel/test
ops software healthy tokenspeed-kernel/test/ops
thirdparty software healthy tokenspeed-kernel/test/thirdparty
python software healthy tokenspeed-kernel/python
tokenspeed_kernel software healthy tokenspeed-kernel/python/tokenspeed_kernel
ops software healthy tokenspeed-kernel/python/tokenspeed_kernel/ops
routing software healthy tokenspeed-kernel/python/tokenspeed_kernel/ops/routing
gemm software healthy tokenspeed-kernel/python/tokenspeed_kernel/ops/gemm
attention software healthy tokenspeed-kernel/python/tokenspeed_kernel/ops/attention
flash_mla software healthy tokenspeed-kernel/python/tokenspeed_kernel/ops/attention/fl…
tokenspeed_mla software healthy tokenspeed-kernel/python/tokenspeed_kernel/ops/attention/to…
flash_attn software healthy tokenspeed-kernel/python/tokenspeed_kernel/ops/attention/fl…
flashinfer software healthy tokenspeed-kernel/python/tokenspeed_kernel/ops/attention/fl…
triton software healthy tokenspeed-kernel/python/tokenspeed_kernel/ops/attention/tr…
quantization software healthy tokenspeed-kernel/python/tokenspeed_kernel/ops/quantization
activation software healthy tokenspeed-kernel/python/tokenspeed_kernel/ops/activation
moe software healthy tokenspeed-kernel/python/tokenspeed_kernel/ops/moe
layernorm software healthy tokenspeed-kernel/python/tokenspeed_kernel/ops/layernorm
kvcache software healthy tokenspeed-kernel/python/tokenspeed_kernel/ops/kvcache

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
metadata cicd healthy .github/workflows/release-tokenspeed-kernel.yml
build-wheel cicd healthy .github/workflows/release-tokenspeed-kernel.yml
build-sdist cicd healthy .github/workflows/release-tokenspeed-kernel.yml
release cicd healthy .github/workflows/release-tokenspeed-kernel.yml
build-wheel cicd healthy .github/workflows/release-tokenspeed-scheduler.yml
build-sdist cicd healthy .github/workflows/release-tokenspeed-scheduler.yml
release cicd healthy .github/workflows/release-tokenspeed-scheduler.yml
lint cicd healthy .github/workflows/lint.yml
test cicd healthy .github/workflows/scheduler-cpp-test.yml
test cicd healthy .github/workflows/scheduler-python-test.yml
build cicd healthy .github/workflows/docs.yml
deploy cicd healthy .github/workflows/docs.yml
update cicd healthy .github/workflows/update-tokenspeed-kernel-mla.yml
cancel-on-close cicd healthy .github/workflows/pr-test.yml
scan cicd healthy .github/workflows/pr-test.yml
unit-test cicd healthy .github/workflows/pr-test.yml
finish cicd healthy .github/workflows/pr-test.yml
update cicd healthy .github/workflows/update-tokenspeed-mla-version.yml
stale cicd healthy .github/workflows/stale.yml
build cicd healthy .github/workflows/release-docker.yml
publish cicd healthy .github/workflows/release-pypi.yml
update cicd healthy .github/workflows/update-tokenspeed-kernel-flashinfer.yml

LabelLayerStatusPath
gha::release-tokenspeed-kernel cicd healthy .github/workflows/release-tokenspeed-kernel.yml
gha::release-tokenspeed-scheduler cicd healthy .github/workflows/release-tokenspeed-scheduler.yml
gha::lint cicd healthy .github/workflows/lint.yml
gha::scheduler-cpp-test cicd healthy .github/workflows/scheduler-cpp-test.yml
gha::scheduler-python-test cicd healthy .github/workflows/scheduler-python-test.yml
gha::docs cicd healthy .github/workflows/docs.yml
gha::update-tokenspeed-kernel-mla cicd healthy .github/workflows/update-tokenspeed-kernel-mla.yml
gha::pr-test cicd healthy .github/workflows/pr-test.yml
gha::update-tokenspeed-mla-version cicd healthy .github/workflows/update-tokenspeed-mla-version.yml
gha::stale cicd healthy .github/workflows/stale.yml
gha::release-docker cicd healthy .github/workflows/release-docker.yml
gha::release-pypi cicd healthy .github/workflows/release-pypi.yml
gha::update-tokenspeed-kernel-flashinfer cicd healthy .github/workflows/update-tokenspeed-kernel-flashinfer.yml

LabelLayerStatusPath
GET /health api healthy python/tokenspeed/runtime/utils/common.py
GET /health_generate api healthy python/tokenspeed/runtime/utils/common.py
POST /flush_cache api healthy python/tokenspeed/runtime/pd/mini_lb.py
GET /get_server_info api healthy python/tokenspeed/runtime/pd/mini_lb.py
GET /get_model_info api healthy python/tokenspeed/runtime/pd/mini_lb.py
ANY /start_profile api healthy python/tokenspeed/runtime/pd/mini_lb.py
ANY /stop_profile api healthy python/tokenspeed/runtime/pd/mini_lb.py
POST /generate api healthy python/tokenspeed/runtime/pd/mini_lb.py
POST /v1/chat/completions api healthy python/tokenspeed/runtime/pd/mini_lb.py
POST /v1/completions api healthy python/tokenspeed/runtime/pd/mini_lb.py
GET /v1/models api healthy python/tokenspeed/runtime/pd/mini_lb.py
POST /register api healthy python/tokenspeed/runtime/pd/mini_lb.py

LabelLayerStatusPath
127.0.0.1 network healthy test/test_utils.py
8.8.8.8 network healthy python/tokenspeed/runtime/utils/network.py
192.168.0.2 network healthy python/tokenspeed/runtime/utils/server_args.py
10.13.3.232 network healthy python/tokenspeed/runtime/cache/storage/mooncake_store/moon…
2.2.2.2 network healthy python/tokenspeed/runtime/pd/utils.py

LabelLayerStatusPath
WORK_DIR cicd healthy
LIGHTSEEK_BOT_TOKEN cicd healthy
PYPI_TOKEN cicd healthy

LabelLayerStatusPath
repobility-clone-3y7ouewp software healthy /tmp/repobility-clone-3y7ouewp

LabelLayerStatusPath
port:8000 network healthy test/cli/test_argsplit.py

LabelLayerStatusPath
loadbalancer network healthy python/tokenspeed/runtime/utils/server_args.py

LabelLayerStatusPath
image::docker/Dockerfile hardware healthy docker/Dockerfile

LabelLayerStatusPath
gpu (detected) hardware healthy docker/Dockerfile
{# ── 2026-05-17 Round 14: AI-agent bridge footer ────────────────────── Discoverability: the /agents/voting/ guide + MCP manifest exist but aren't linked from anywhere users actually land. Small, opt-in footer. #}
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/36c59998-1773-42d3-8cb0-456402726f35/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/36c59998-1773-42d3-8cb0-456402726f35/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.