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lightseekorg/tokenspeed

https://github.com/lightseekorg/tokenspeed · scanned 2026-05-16 22:31 UTC (21 hours, 53 minutes ago) · 10 languages

746 findings (51 legacy + 695 scanner) 57th percentile · Python · large (100-500K LoC) Scanner says 70 (higher by 3)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 21 hours, 53 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
Combined
68.1
/100
Repobility
67
51 legacy
9-layer
70
88.9% cov · 695 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
{# ── 2026-05-17 R27 #5: score breakdown panel ────────────────────── Surfaces the score_breakdown JSON that's been silently stored on Repository for months. Turns hidden math into a trust signal. #}
Severity distribution — click a segment to filter
Active filters: layer: software × excluding tests × Reset all
Severity: Critical 0 High 15 Medium 18 Low 213 Source: Legacy 51 9-layer 695 Crowd 0 Layer: Cicd 47 Security 11 Quality 626 Software 48 Hardware 3 Frontend 1 Api 10
Scan summary Repository scanned at 69.6/100 with 88.9% coverage. It contains 6761 nodes across 12 cross-layer flows, written primarily in mixed languages. Engine surfaced 695 findings — concentrated in quality (586), software (45), cicd (43). Risk profile is high: 0 critical, 7 high, 13 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 48 of 746 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high Legacy software ssrf conf 1.00 [SEC029] Server-Side Request Forgery (SSRF) — outbound HTTP from user input: Outbound HTTP request to a user-controlled URL without allowlist validation. Attackers can probe internal services (169.254.169.254 metadata, internal Kubernetes endpoints, file:// URIs), exfiltrate data, or pivot through your network. SSRF is OWASP A10:2021 and a frequent foothold in cloud breaches.
Validate the URL against an allowlist BEFORE fetching: ALLOWED = {'images.example.com', 'cdn.example.com'} host = urlparse(url).hostname if host not in ALLOWED: abort(400) Or use a server-side proxy (Imgproxy / serve-files-only-from-S3) that isolates outbound network access from the request h…
python/tokenspeed/runtime/pd/mini_lb.py:60 ssrflegacy
high Legacy software ssrf conf 1.00 [SEC029] Server-Side Request Forgery (SSRF) — outbound HTTP from user input: Outbound HTTP request to a user-controlled URL without allowlist validation. Attackers can probe internal services (169.254.169.254 metadata, internal Kubernetes endpoints, file:// URIs), exfiltrate data, or pivot through your network. SSRF is OWASP A10:2021 and a frequent foothold in cloud breaches.
Validate the URL against an allowlist BEFORE fetching: ALLOWED = {'images.example.com', 'cdn.example.com'} host = urlparse(url).hostname if host not in ALLOWED: abort(400) Or use a server-side proxy (Imgproxy / serve-files-only-from-S3) that isolates outbound network access from the request h…
python/tokenspeed/runtime/cache/storage/mooncake_store/mooncake_store.py:288 ssrflegacy
high Legacy software ssrf conf 1.00 [SEC029] Server-Side Request Forgery (SSRF) — outbound HTTP from user input: Outbound HTTP request to a user-controlled URL without allowlist validation. Attackers can probe internal services (169.254.169.254 metadata, internal Kubernetes endpoints, file:// URIs), exfiltrate data, or pivot through your network. SSRF is OWASP A10:2021 and a frequent foothold in cloud breaches.
Validate the URL against an allowlist BEFORE fetching: ALLOWED = {'images.example.com', 'cdn.example.com'} host = urlparse(url).hostname if host not in ALLOWED: abort(400) Or use a server-side proxy (Imgproxy / serve-files-only-from-S3) that isolates outbound network access from the request h…
python/tokenspeed/bench.py:285 ssrflegacy
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: python/tokenspeed/version.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/benchmark/__main__.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/numerics/__main__.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/activation/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/activation/flashinfer.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/embedding/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/embedding/flashinfer.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/kvcache/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/layernorm/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/layernorm/flashinfer.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/moe/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/quantization/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/quantization/flashinfer.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/routing/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/sampling/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/sampling/flashinfer.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/plugins/__main__.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/thirdparty/deep_gemm/utils/layout.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-mla/python/tokenspeed_mla/_triton.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code conf 1.00 Possibly dead Python function: alloc_fn
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/ops/moe/triton.py:825 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: convert_sf_from_mma_layout
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/utils.py:343 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: convert_sf_to_mma_layout
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/utils.py:267 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: create_module
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/_triton.py:61 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: cutlass_to_torch_dtype
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/utils.py:64 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: decorator
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/registry.py:328 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: error_fn
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/registry.py:387 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: finalize_options
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/setup.py:753 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: generate_tensors
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/fmha.py:3513 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: generate_tensors
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:4371 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: generate_tensors
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:4189 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: grid
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/ops/gemm/triton.py:439 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: initialize_options
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/setup.py:750 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: parse_mma_tiler
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:4506 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: parse_mma_tiler
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:4329 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: parse_nested_comma_separated_ints
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/fmha.py:3625 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: silu_and_mul_masked_post_quant_fwd
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/ops/moe/deepep.py:116 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: softmax_loop
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/fmha.py:2349 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: tolerance
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/numerics/quantize.py:46 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: tolerance
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/numerics/moe.py:44 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: tolerance
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/numerics/gemm.py:61 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: trtllm_create_ipc_workspace_for_allgather_fusion
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/thirdparty/cuda/trtllm.py:402 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: trtllm_create_ipc_workspace_for_reduce_scatter_fusion
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/thirdparty/cuda/trtllm.py:550 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: trtllm_destroy_ipc_workspace_for_allgather_fusion
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/thirdparty/cuda/trtllm.py:448 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: trtllm_destroy_ipc_workspace_for_minimax
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/thirdparty/cuda/trtllm.py:874 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: trtllm_destroy_ipc_workspace_for_reduce_scatter_fusion
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/thirdparty/cuda/trtllm.py:595 dead-code
{# ── 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. #}
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