{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "scanner-12f7a253d3687588", "name": "Possibly dead Python function: create_module", "shortDescription": {"text": "Possibly dead Python function: create_module"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a8ffa291702c9903", "name": "Possibly dead Python function: find_spec", "shortDescription": {"text": "Possibly dead Python function: find_spec"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-84f48b0caa0a73db", "name": "Possibly dead Python function: forward", "shortDescription": {"text": "Possibly dead Python function: forward"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-847ca33de2bde8a9", "name": "Possibly dead Python function: forward", "shortDescription": {"text": "Possibly dead Python function: forward"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-152338535e7d7f11", "name": "Possibly dead Python function: forward", "shortDescription": {"text": "Possibly dead Python function: forward"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-588abda51a671d40", "name": "Possibly dead Python function: remap_one", "shortDescription": {"text": "Possibly dead Python function: remap_one"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-763bcf738252910b", "name": "Possibly dead Python function: forward", "shortDescription": {"text": "Possibly dead Python function: forward"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-36c54b693f07477a", "name": "Possibly dead Python function: barrier_then_gather_preds", "shortDescription": {"text": "Possibly dead Python function: barrier_then_gather_preds"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-bf874a3a971c57ee", "name": "Possibly dead Python function: find_spec", "shortDescription": {"text": "Possibly dead Python function: find_spec"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3b66779acc238907", "name": "Possibly dead Python function: patched_forward_one_chunk", "shortDescription": {"text": "Possibly dead Python function: patched_forward_one_chunk"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-573cc6785549b8aa", "name": "Possibly dead Python function: patched_stage_backward", "shortDescription": {"text": "Possibly dead Python function: patched_stage_backward"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a6d4548e802219ae", "name": "Possibly dead Python function: patched_forward_one_chunk", "shortDescription": {"text": "Possibly dead Python function: patched_forward_one_chunk"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a0116906097328aa", "name": "Possibly dead Python function: patched_stage_backward", "shortDescription": {"text": "Possibly dead Python function: patched_stage_backward"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f37ebe88213d2532", "name": "Privileged port 32 in use", "shortDescription": {"text": "Privileged port 32 in use"}, "fullDescription": {"text": "Port 32 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-e291a17b16b55ae7", "name": "Privileged port 12 in use", "shortDescription": {"text": "Privileged port 12 in use"}, "fullDescription": {"text": "Port 12 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-702715fd0dcd2371", "name": "Privileged port 20 in use", "shortDescription": {"text": "Privileged port 20 in use"}, "fullDescription": {"text": "Port 20 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-9b94f4e0cec2e064", "name": "Privileged port 16 in use", "shortDescription": {"text": "Privileged port 16 in use"}, "fullDescription": {"text": "Port 16 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-5fec2e4b77ed6b08", "name": "Privileged port 24 in use", "shortDescription": {"text": "Privileged port 24 in use"}, "fullDescription": {"text": "Port 24 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2b7df290acb6b409", "name": "Privileged port 49 in use", "shortDescription": {"text": "Privileged port 49 in use"}, "fullDescription": {"text": "Port 49 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "10 test file(s) for 121 source file(s) (ratio 0.08). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-141b30a41e03817b", "name": "No license file detected", "shortDescription": {"text": "No license file detected"}, "fullDescription": {"text": "No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 536 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-72b2a6250083a784", "name": "Placeholder or mock-heavy implementation detected", "shortDescription": {"text": "Placeholder or mock-heavy implementation detected"}, "fullDescription": {"text": "Found 56 placeholder/mock markers across 23 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-9d79c4077342a7d0", "name": "Runtime service client appears to use placeholder configuration", "shortDescription": {"text": "Runtime service client appears to use placeholder configuration"}, "fullDescription": {"text": "A runtime source file appears to wire Supabase/Firebase/AI/payment-style clients to placeholder URLs, keys, or fallback values. In the Fable corpus this often means the UI/API shape is present while the backend service is not actually configured."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2d0c7b7ab8f8aacf", "name": "Critical user flow still appears backed by mock or placeholder data", "shortDescription": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "fullDescription": {"text": "A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-cf4d5f01192f4051", "name": "Commented-code block (6 lines) in phase9_post_training_ppo_trace/multimodal_sft_dataset.py:118", "shortDescription": {"text": "Commented-code block (6 lines) in phase9_post_training_ppo_trace/multimodal_sft_dataset.py:118"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e5f5ef3b5ab04a82", "name": "Commented-code block (5 lines) in phase5_distillation_deprecated/kd_loss.py:130", "shortDescription": {"text": "Commented-code block (5 lines) in phase5_distillation_deprecated/kd_loss.py:130"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-1b1eddddfc03bd7f", "name": "Legacy-named symbol `phase5_distillation_deprecated` in phase5_distillation_deprecated/train_kd.py:43", "shortDescription": {"text": "Legacy-named symbol `phase5_distillation_deprecated` in phase5_distillation_deprecated/train_kd.py:43"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-bc4c86fc1c4901f2", "name": "Legacy-named symbol `phase5_distillation_deprecated` in phase5_distillation_deprecated/tests/test_kd_loss.py:11", "shortDescription": {"text": "Legacy-named symbol `phase5_distillation_deprecated` in phase5_distillation_deprecated/tests/test_kd_loss.py:11"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-bf18fd01feca5f72", "name": "Commented-code block (8 lines) in phase5_distillation_deprecated/miniplm/train_continued_pretrain.py:79", "shortDescription": {"text": "Commented-code block (8 lines) in phase5_distillation_deprecated/miniplm/train_continued_pretrain.py:79"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d32e89ba94751359", "name": "Stub function `load_state_dict` (body is just `pass`/`return`) \u2014 phase5_distillation_deprecated/miniplm/train_continued_", "shortDescription": {"text": "Stub function `load_state_dict` (body is just `pass`/`return`) \u2014 phase5_distillation_deprecated/miniplm/train_continued_pretrain.py:106"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-05e274dc8c7cbee6", "name": "Network/subprocess call without timeout or try/except \u2014 Raising_PRs/PR7_sglang_kda_causal_conv1d_fp16/smoke_pr7.py:69", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 Raising_PRs/PR7_sglang_kda_causal_conv1d_fp16/smoke_pr7.py:69"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-a2ac88ecd95129db", "name": "Stub function `exec_module` (body is just `pass`/`return`) \u2014 Raising_PRs/PR8_sglang_fp8_moe_blackwell_shmem/smoke_pr8.py", "shortDescription": {"text": "Stub function `exec_module` (body is just `pass`/`return`) \u2014 Raising_PRs/PR8_sglang_fp8_moe_blackwell_shmem/smoke_pr8.py:68"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-47314cfff524de79", "name": "Commented-code block (6 lines) in Raising_PRs/PR1_sglang_disable_shm_mm/repro_disable_shm_mm_race.py:94", "shortDescription": {"text": "Commented-code block (6 lines) in Raising_PRs/PR1_sglang_disable_shm_mm/repro_disable_shm_mm_race.py:94"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6334aa5efd9f4c0c", "name": "Network/subprocess call without timeout or try/except \u2014 Raising_PRs/PR1_sglang_disable_shm_mm/repro_disable_shm_mm_race.", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 Raising_PRs/PR1_sglang_disable_shm_mm/repro_disable_shm_mm_race.py:83"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-609ff8f2ae29ea0e", "name": "Commented-code block (6 lines) in Raising_PRs/PR13c_fla_norm_kernels_sm120/repro_l2norm.py:9", "shortDescription": {"text": "Commented-code block (6 lines) in Raising_PRs/PR13c_fla_norm_kernels_sm120/repro_l2norm.py:9"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e09463a7073917c9", "name": "Commented-code block (7 lines) in phase11_rlhf_grpo_infra/dump_dummy_hf_ckpt.py:143", "shortDescription": {"text": "Commented-code block (7 lines) in phase11_rlhf_grpo_infra/dump_dummy_hf_ckpt.py:143"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8ffe46398f063422", "name": "Commented-code block (15 lines) in phase11_rlhf_grpo_infra/eval_sft_3ep_qualitative.py:32", "shortDescription": {"text": "Commented-code block (15 lines) in phase11_rlhf_grpo_infra/eval_sft_3ep_qualitative.py:32"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e893b17ba9d65522", "name": "Network/subprocess call without timeout or try/except \u2014 phase11_rlhf_grpo_infra/probe_memory.py:42", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 phase11_rlhf_grpo_infra/probe_memory.py:42"}, "fullDescription": {"text": "`subprocess.check_output(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-71dfe0f22e482c34", "name": "Commented-code block (11 lines) in phase11_rlhf_grpo_infra/dcp_to_hf_kimi_attn_res_vl.py:256", "shortDescription": {"text": "Commented-code block (11 lines) in phase11_rlhf_grpo_infra/dcp_to_hf_kimi_attn_res_vl.py:256"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3e95d4e778589b0b", "name": "Commented-code block (6 lines) in phase11_rlhf_grpo_infra/dump_qwen3_attn_res_smoke.py:51", "shortDescription": {"text": "Commented-code block (6 lines) in phase11_rlhf_grpo_infra/dump_qwen3_attn_res_smoke.py:51"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8c691e5b34b4b9e2", "name": "Commented-code block (8 lines) in phase11_rlhf_grpo_infra/bench_inference_dtype.py:39", "shortDescription": {"text": "Commented-code block (8 lines) in phase11_rlhf_grpo_infra/bench_inference_dtype.py:39"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f82516b15745c7b2", "name": "Commented-code block (7 lines) in phase11_rlhf_grpo_infra/rlhf/llava_caption_task.py:143", "shortDescription": {"text": "Commented-code block (7 lines) in phase11_rlhf_grpo_infra/rlhf/llava_caption_task.py:143"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d08f8a5aa6b4dbc4", "name": "Commented-code block (10 lines) in phase11_rlhf_grpo_infra/rlhf/teacher_scorer.py:39", "shortDescription": {"text": "Commented-code block (10 lines) in phase11_rlhf_grpo_infra/rlhf/teacher_scorer.py:39"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-dfc4f574725d6e5b", "name": "Commented-code block (5 lines) in phase11_rlhf_grpo_infra/rlhf/run_grpo_llava_kimi.py:55", "shortDescription": {"text": "Commented-code block (5 lines) in phase11_rlhf_grpo_infra/rlhf/run_grpo_llava_kimi.py:55"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-1efe4cade20b529c", "name": "Commented-code block (5 lines) in phase11_rlhf_grpo_infra/rlhf/run_grpo_kimi_attn_res.py:258", "shortDescription": {"text": "Commented-code block (5 lines) in phase11_rlhf_grpo_infra/rlhf/run_grpo_kimi_attn_res.py:258"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-1aabfb8d6f4d5dc0", "name": "Commented-code block (5 lines) in phase11_rlhf_grpo_infra/rlhf/teacher_gqa_eval.py:62", "shortDescription": {"text": "Commented-code block (5 lines) in phase11_rlhf_grpo_infra/rlhf/teacher_gqa_eval.py:62"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. 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