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.

Gen-Verse/Open-AgentRL

https://github.com/Gen-Verse/Open-AgentRL.git · scanned 2026-05-16 02:01 UTC (2 weeks, 6 days ago) · 10 languages

611 findings (221 legacy + 390 scanner) 0th percentile · Python · large (100-500K LoC) Scanner says 63 (lower by 17)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 6 days ago · v1 · 202 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Score breakdown â 2026-05-17-v4 calibration-aware
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 9.9 0.25 2.48
testing_score 67.0 0.20 13.40
documentation_score 79.0 0.15 11.85
practices_score 30.0 0.15 4.50
code_quality 46.8 0.10 4.68
Overall 1.00 45.9
Calibrated penalty buckets (security_score): web: 1.6 · agent: 3.2 · authz: 6.4 · docker: 54.3 · threat: 42.1 · journey: 11.8
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all

All 8652 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
run_local software healthy coding_eval.py:7
run_local_async software healthy coding_eval.py:10
run_remote software healthy coding_eval.py:13
run_remote_async software healthy coding_eval.py:17
get_config software healthy coding_eval.py:22
begin_with software healthy coding_eval.py:27
make_init_bash software healthy coding_eval.py:33
init_node software healthy coding_eval.py:69
init_hosts software healthy coding_eval.py:72
env_prefix software healthy coding_eval.py:79
policy_sample software healthy coding_eval.py:86
reward_sample software healthy coding_eval.py:106
aggregate software healthy coding_eval.py:129
execute software healthy coding_eval.py:141
reward software healthy coding_eval.py:162
clear_dir software healthy coding_eval.py:206
run_local software healthy coding_rl.py:7
run_local_async software healthy coding_rl.py:10
run_remote software healthy coding_rl.py:13
run_remote_async software healthy coding_rl.py:17
get_config software healthy coding_rl.py:22
begin_with software healthy coding_rl.py:27
make_init_bash software healthy coding_rl.py:33
init_node software healthy coding_rl.py:69
init_hosts software healthy coding_rl.py:72
env_prefix software healthy coding_rl.py:79
policy_sample software healthy coding_rl.py:86
reward_sample software healthy coding_rl.py:106
env_sample software healthy coding_rl.py:128
aggregate software healthy coding_rl.py:151
execute software healthy coding_rl.py:163
reward software healthy coding_rl.py:184
train software healthy coding_rl.py:197
clear_dir software healthy coding_rl.py:268
get_config software healthy alfworld_eval.py:7
begin_with software healthy alfworld_eval.py:19
sample software healthy alfworld_eval.py:23
reward software healthy alfworld_eval.py:36
run_local software healthy osworld_eval.py:10
run_local_async software healthy osworld_eval.py:13
run_remote software healthy osworld_eval.py:16
run_remote_async software healthy osworld_eval.py:20
get_config software healthy osworld_eval.py:25
begin_with software healthy osworld_eval.py:30
make_init_bash software healthy osworld_eval.py:35
write_export software healthy osworld_eval.py:52
cleanup_orphan_instances_and_logs software healthy osworld_eval.py:96
env_prefix software healthy osworld_eval.py:183
init_hosts software healthy osworld_eval.py:189
start_serve software healthy osworld_eval.py:200

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

LabelLayerStatusPath
coding_eval.py software healthy coding_eval.py
coding_rl.py software healthy coding_rl.py
alfworld_eval.py software healthy alfworld_eval.py
osworld_eval.py software healthy osworld_eval.py
README.md software healthy README.md
alfworld_rl.py software healthy alfworld_rl.py
CONTRIBUTING.md software healthy CONTRIBUTING.md
setup.py software warning setup.py
pyproject.toml software healthy pyproject.toml
osworld_rl.py software healthy osworld_rl.py
requirements.txt software healthy requirements.txt
README.md software healthy docker/README.md
README.md software healthy docker/verl0.5-cu126-torch2.7-fa2.7.4/README.md
README.md software healthy docker/verl0.5-cu126-torch2.7.1-fa2.8.0/README.md
README.md software healthy docker/verl0.4-cu124-torch2.6-fa2.7.4/README.md
README.md software healthy docker/verl0.5-preview-cu128-torch2.7.1-fa2.8.0/README.md
alfworld_rl_reward.py software healthy reward/alfworld_rl_reward.py
math_utils.py software healthy reward/math_utils.py
execute.py software healthy reward/execute.py
aggregate_data.py software healthy reward/aggregate_data.py
osworld_reward.py software healthy reward/osworld_reward.py
alfworld_reward.py software healthy reward/alfworld_reward.py
rl_aggregate_data.py software healthy reward/rl_aggregate_data.py
osworld_rl_reward.py software healthy reward/osworld_rl_reward.py
llm_rl_reward.py software healthy reward/llm_rl_reward.py
__init__.py software healthy tests/__init__.py
README.md software healthy tests/README.md
test_protocol_on_cpu.py software healthy tests/test_protocol_on_cpu.py
kill_github_tests.sh software healthy tests/kill_github_tests.sh
test_base_config_on_cpu.py software healthy tests/test_base_config_on_cpu.py
test_transformers_ulysses.py software healthy tests/models/test_transformers_ulysses.py
test_transformer.py software healthy tests/models/test_transformer.py
test_megatron_engine.py software healthy tests/models/test_megatron_engine.py
test_import.py software healthy tests/special_sanity/test_import.py
type_coverage_check.py software healthy tests/special_sanity/type_coverage_check.py
check_docstrings.py software healthy tests/special_sanity/check_docstrings.py
check_pr_description.py software healthy tests/special_sanity/check_pr_description.py
validate_structure.py software healthy tests/special_sanity/validate_structure.py
check_api_docs.py software healthy tests/special_sanity/check_api_docs.py
validate_imported_docs.py software healthy tests/special_sanity/validate_imported_docs.py
check_pr_title.py software warning tests/special_sanity/check_pr_title.py
check_docs_time_info.py software healthy tests/special_sanity/check_docs_time_info.py
check_license.py software healthy tests/special_sanity/check_license.py
check_device_api_usage.py software warning tests/special_sanity/check_device_api_usage.py
test_config_docs.py software healthy tests/special_sanity/test_config_docs.py
test_ray_collectives.py software healthy tests/single_controller/test_ray_collectives.py
test_decorator_on_cpu.py software healthy tests/single_controller/test_decorator_on_cpu.py
__init__.py software healthy tests/single_controller/__init__.py
test_rvdz.py software healthy tests/single_controller/test_rvdz.py
test_ray_local_envs_on_cpu.py software healthy tests/single_controller/test_ray_local_envs_on_cpu.py

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

LabelLayerStatusPath
CustomProto software healthy tests/test_protocol_on_cpu.py:423
OriginProto software healthy tests/test_protocol_on_cpu.py:428
SequenceParallelConfig software healthy tests/models/test_transformers_ulysses.py:42
DocstringChecker software healthy tests/special_sanity/check_docstrings.py:25
TemplateFileError software healthy tests/special_sanity/check_pr_description.py:24
PRBodyLoadError software healthy tests/special_sanity/check_pr_description.py:28
PRDescriptionError software healthy tests/special_sanity/check_pr_description.py:32
Actor software healthy tests/single_controller/test_ray_collectives.py:33
Rollout software healthy tests/single_controller/test_ray_collectives.py:47
DecoratorTestWorker software healthy tests/single_controller/test_decorator_on_cpu.py:39
TestWorker software healthy tests/single_controller/test_rvdz.py:19
TestActor software healthy tests/single_controller/test_ray_local_envs_on_cpu.py:27
TestActor software healthy tests/single_controller/test_worker_group_basics.py:42
TestActor software healthy tests/single_controller/test_device_mesh_register.py:25
TestActor software healthy tests/single_controller/test_high_level_scheduling_api.py:24
ModelActor software healthy tests/single_controller/test_driverfunc_to_worker.py:31
HackSelf software healthy tests/single_controller/test_driverfunc_to_worker.py:36
DummyWorker software healthy tests/single_controller/test_data_transfer.py:32
TestAllGatherActor software healthy tests/single_controller/test_worker_group_torch.py:29
TestAllGatherActorV2 software healthy tests/single_controller/test_worker_group_torch.py:49
TestActor software healthy tests/single_controller/test_nested_worker.py:23
TestHighLevelActor software healthy tests/single_controller/test_nested_worker.py:34
Actor software healthy tests/single_controller/test_colocated_workers_fused.py:29
Critic software healthy tests/single_controller/test_colocated_workers_fused.py:40
Actor software healthy tests/single_controller/test_fused_workers_on_cpu.py:28
Critic software healthy tests/single_controller/test_fused_workers_on_cpu.py:39
HybridWorker software healthy tests/single_controller/test_fused_workers_on_cpu.py:57
Actor software healthy tests/single_controller/test_auto_padding_on_cpu.py:30
Actor software healthy tests/single_controller/test_colocated_workers.py:29
Critic software healthy tests/single_controller/test_colocated_workers.py:40
TestActor software healthy tests/single_controller/check_worker_alive/main.py:27
Trainer software healthy tests/single_controller/detached_worker/server.py:44
TestGsm8kInteraction software healthy tests/interactions/test_gsm8k_interaction.py:24
TestInteractionRegistry software healthy tests/interactions/test_interaction_registry.py:30
ImageGeneratorTool software healthy tests/experimental/agent_loop/test_multi_modal.py:59
WeatherTool software healthy tests/experimental/agent_loop/test_basic_agent_loop.py:128
WeatherToolWithData software healthy tests/experimental/agent_loop/test_basic_agent_loop.py:158
Config software healthy tests/utils/test_flops_counter.py:24
TestClass software healthy tests/utils/_test_module.py:17
TestLinearCrossEntropy software healthy tests/utils/test_linear_cross_entropy.py:99
TestDataclass software healthy tests/utils/test_config_on_cpu.py:25
TestTrainConfig software healthy tests/utils/test_config_on_cpu.py:31
TestConfigOnCPU software healthy tests/utils/test_config_on_cpu.py:46
TestPrintCfgCommand software healthy tests/utils/test_config_on_cpu.py:74
TestRolloutSkip software healthy tests/utils/test_rollout_skip_on_cpu.py:74
TestNPUProfilerInitialization software healthy tests/utils/test_special_mstx_profile.py:22
TestNPUProfilerStart software healthy tests/utils/test_special_mstx_profile.py:58
TestNPUProfilerStartStopInteraction software healthy tests/utils/test_special_mstx_profile.py:97
TestNPUProfilerAnnotate software healthy tests/utils/test_special_mstx_profile.py:132
TorchEntropyTP software healthy tests/utils/test_special_linear_cross_entropy_tp.py:79

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

LabelLayerStatusPath
docker software healthy docker
verl0.5-cu126-torch2.7-fa2.7.4 software healthy docker/verl0.5-cu126-torch2.7-fa2.7.4
verl0.5-cu126-torch2.7.1-fa2.8.0 software healthy docker/verl0.5-cu126-torch2.7.1-fa2.8.0
verl0.4-cu124-torch2.6-fa2.7.4 software healthy docker/verl0.4-cu124-torch2.6-fa2.7.4
verl0.5-preview-cu128-torch2.7.1-fa2.8.0 software healthy docker/verl0.5-preview-cu128-torch2.7.1-fa2.8.0
reward software healthy reward
tests software healthy tests
models software healthy tests/models
special_sanity software healthy tests/special_sanity
single_controller software healthy tests/single_controller
base software healthy tests/single_controller/base
check_worker_alive software healthy tests/single_controller/check_worker_alive
detached_worker software healthy tests/single_controller/detached_worker
special_npu software healthy tests/special_npu
interactions software healthy tests/interactions
experimental software healthy tests/experimental
agent_loop software healthy tests/experimental/agent_loop
utils software healthy tests/utils
megatron software healthy tests/utils/megatron
ckpt software healthy tests/utils/ckpt
reward_score software healthy tests/utils/reward_score
reward_score software healthy tests/utils/reward_score/reward_score
dataset software healthy tests/utils/dataset
debug software healthy tests/utils/debug
special_standalone software healthy tests/special_standalone
special_e2e software healthy tests/special_e2e
ppo_trainer software healthy tests/special_e2e/ppo_trainer
expert_parallel software healthy tests/special_e2e/ppo_trainer/expert_parallel
sft software healthy tests/special_e2e/sft
generation software healthy tests/special_e2e/generation
envs software healthy tests/special_e2e/envs
digit_completion software healthy tests/special_e2e/envs/digit_completion
workers software healthy tests/workers
config software healthy tests/workers/config
actor software healthy tests/workers/actor
reward_manager software healthy tests/workers/reward_manager
critic software healthy tests/workers/critic
engine software healthy tests/workers/engine
rollout software healthy tests/workers/rollout
resource software healthy tests/workers/rollout/resource
tool_configs software healthy tests/workers/rollout/resource/tool_configs
rollout_vllm software healthy tests/workers/rollout/rollout_vllm
rollout_sglang software healthy tests/workers/rollout/rollout_sglang
perf software healthy tests/workers/rollout/perf
special_distributed software healthy tests/special_distributed
trainer software healthy tests/trainer
ppo software healthy tests/trainer/ppo
config software healthy tests/trainer/config
docs software healthy docs
advance software healthy docs/advance

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

LabelLayerStatusPath
GET /ready api healthy OSWorld-main/serve_uitars15.py
GET /health api healthy OSWorld-main/serve_uitars15.py
POST /v1/chat/completions api healthy OSWorld-main/serve_uitars15.py
ANY / api healthy OSWorld-main/monitor/main.py
ANY /task/<task_type>/<task_id> api healthy OSWorld-main/monitor/main.py
ANY /api/tasks api healthy OSWorld-main/monitor/main.py
ANY /api/tasks/brief api healthy OSWorld-main/monitor/main.py
ANY /task/<task_type>/<task_id>/screenshot/<path:filename> api healthy OSWorld-main/monitor/main.py
ANY /task/<task_type>/<task_id>/recording api healthy OSWorld-main/monitor/main.py
ANY /api/task/<task_type>/<task_id> api healthy OSWorld-main/monitor/main.py
ANY /api/config api healthy OSWorld-main/monitor/main.py
ANY /api/available-configs api healthy OSWorld-main/monitor/main.py
ANY /api/current-config api healthy OSWorld-main/monitor/main.py
ANY /api/clear-cache api healthy OSWorld-main/monitor/main.py
ANY /setup/execute api healthy OSWorld-main/desktop_env/server/main.py
ANY /execute api healthy OSWorld-main/desktop_env/server/main.py
ANY /setup/execute_with_verification api healthy OSWorld-main/desktop_env/server/main.py
ANY /execute_with_verification api healthy OSWorld-main/desktop_env/server/main.py
ANY /setup/launch api healthy OSWorld-main/desktop_env/server/main.py
ANY /screenshot api healthy OSWorld-main/desktop_env/server/main.py
ANY /terminal api healthy OSWorld-main/desktop_env/server/main.py
ANY /accessibility api healthy OSWorld-main/desktop_env/server/main.py
ANY /screen_size api healthy OSWorld-main/desktop_env/server/main.py
ANY /window_size api healthy OSWorld-main/desktop_env/server/main.py
ANY /desktop_path api healthy OSWorld-main/desktop_env/server/main.py
ANY /wallpaper api healthy OSWorld-main/desktop_env/server/main.py
ANY /list_directory api healthy OSWorld-main/desktop_env/server/main.py
ANY /file api healthy OSWorld-main/desktop_env/server/main.py
ANY /setup/upload api healthy OSWorld-main/desktop_env/server/main.py
ANY /platform api healthy OSWorld-main/desktop_env/server/main.py
ANY /cursor_position api healthy OSWorld-main/desktop_env/server/main.py
ANY /setup/change_wallpaper api healthy OSWorld-main/desktop_env/server/main.py
ANY /setup/download_file api healthy OSWorld-main/desktop_env/server/main.py
ANY /setup/open_file api healthy OSWorld-main/desktop_env/server/main.py
ANY /setup/activate_window api healthy OSWorld-main/desktop_env/server/main.py
ANY /setup/close_window api healthy OSWorld-main/desktop_env/server/main.py
ANY /start_recording api healthy OSWorld-main/desktop_env/server/main.py
ANY /end_recording api healthy OSWorld-main/desktop_env/server/main.py
ANY /run_python api healthy OSWorld-main/desktop_env/server/main.py
ANY /run_bash_script api healthy OSWorld-main/desktop_env/server/main.py
GET /v1/models api healthy OSWorld-main/mm_agents/llm_server/CogAgent/CogAgent.py
POST /retrieve api healthy examples/sglang_multiturn/search_r1_like/local_dense_retrie…

LabelLayerStatusPath
.env in repo security healthy OSWorld-main/monitor/.env
password_literal::OSWorld-main/run_multienv_autoglm.py security healthy OSWorld-main/run_multienv_autoglm.py
password_literal::OSWorld-main/run_multienv_autoglm.py security healthy OSWorld-main/run_multienv_autoglm.py
password_literal::OSWorld-main/run_autoglm_v.py security healthy OSWorld-main/run_autoglm_v.py
password_literal::OSWorld-main/run_autoglm_v.py security healthy OSWorld-main/run_autoglm_v.py
password_literal::OSWorld-main/run_autoglm.py security healthy OSWorld-main/run_autoglm.py
password_literal::OSWorld-main/run_autoglm.py security healthy OSWorld-main/run_autoglm.py
password_literal::OSWorld-main/run_multienv_autoglm_v.py security healthy OSWorld-main/run_multienv_autoglm_v.py
password_literal::OSWorld-main/run_multienv_autoglm_v.py security healthy OSWorld-main/run_multienv_autoglm_v.py
password_literal::OSWorld-main/desktop_env/desktop_env.py security healthy OSWorld-main/desktop_env/desktop_env.py
password_literal::OSWorld-main/desktop_env/desktop_env.py security healthy OSWorld-main/desktop_env/desktop_env.py
password_literal::OSWorld-main/desktop_env/evaluators/gette… security healthy OSWorld-main/desktop_env/evaluators/getters/vlc.py
password_literal::OSWorld-main/mm_agents/aguvis_agent.py security healthy OSWorld-main/mm_agents/aguvis_agent.py
password_literal::OSWorld-main/mm_agents/openai_cua_agent.py security healthy OSWorld-main/mm_agents/openai_cua_agent.py
password_literal::OSWorld-main/mm_agents/openai_cua_agent.py security healthy OSWorld-main/mm_agents/openai_cua_agent.py
password_literal::OSWorld-main/mm_agents/uipath_agent.py security healthy OSWorld-main/mm_agents/uipath_agent.py
password_literal::OSWorld-main/mm_agents/agent.py security healthy OSWorld-main/mm_agents/agent.py
password_literal::OSWorld-main/mm_agents/o3_agent.py security healthy OSWorld-main/mm_agents/o3_agent.py
password_literal::OSWorld-main/mm_agents/opencua/opencua_ag… security healthy OSWorld-main/mm_agents/opencua/opencua_agent.py
password_literal::OSWorld-main/mm_agents/opencua/prompts.py security healthy OSWorld-main/mm_agents/opencua/prompts.py
password_literal::OSWorld-main/mm_agents/opencua/opencua_ag… security healthy OSWorld-main/mm_agents/opencua/opencua_agent_local.py

LabelLayerStatusPath
127.0.0.1 network healthy tests/special_e2e/run_genrm_remote.sh
192.168.1.1 network healthy tests/workers/rollout/rollout_sglang/test_http_server_engin…
9.8.0.87 network healthy scripts/install_vllm_sglang_mcore.sh
4.8.1.78 network healthy OSWorld-main/setup.py
120.0.0.0 network healthy OSWorld-main/desktop_env/evaluators/getters/chrome.py
100.68.168.184 network healthy OSWorld-main/desktop_env/controllers/setup.py
101.132.136.195 network healthy OSWorld-main/mm_agents/aguvis_agent.py
123.57.10.166 network healthy OSWorld-main/mm_agents/aguvis_agent.py
10.1.100.71 network healthy recipe/deepeyes/deepeyes.py

LabelLayerStatusPath
port:6379 network healthy tests/single_controller/detached_worker/run.sh
port:2002 network healthy OSWorld-main/run_multienv_aworldguiagent.py
port:1337 network healthy OSWorld-main/evaluation_examples/examples/multi_apps/67890e…
port:8000 network healthy OSWorld-main/mm_agents/llm_server/CogAgent/CogAgent.py
port:8080 network healthy examples/sglang_multiturn/run_qwen3_4b_dapo_multiturn.sh
port:8888 network healthy alfworld_master/docker/docker_run.py
port:500 network healthy recipe/gspo/test_gspo_3b_math_slurm.sh
port:10 network healthy recipe/langgraph_agent/example/run_qwen2.5_3b.sh

LabelLayerStatusPath
vps::aws hardware healthy tests/utils/ckpt/test_esi_save_ckpt_on_cpu.py
vps::azure hardware healthy OSWorld-main/run_multienv_mano.py
vps::gcp hardware healthy OSWorld-main/run_multienv_autoglm.py
vps::ec2 hardware healthy OSWorld-main/desktop_env/providers/aws/provider.py

LabelLayerStatusPath
image::OSWorld-main/monitor/Dockerfile hardware healthy OSWorld-main/monitor/Dockerfile
image::alfworld_master/Dockerfile hardware healthy alfworld_master/Dockerfile
monitor hardware healthy OSWorld-main/monitor/docker-compose.yml

LabelLayerStatusPath
repobility-clone-85g9kdnm software healthy /tmp/repobility-clone-85g9kdnm

LabelLayerStatusPath
sqlite data healthy OSWorld-main/evaluation_examples/examples/thunderbird/dd84e…

LabelLayerStatusPath
gpu (detected) hardware healthy setup.py
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/67cbee14-0162-4d5c-96f7-35bb573129bc/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/67cbee14-0162-4d5c-96f7-35bb573129bc/

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.