https://github.com/scasella/qwen-scope-lab
· scanned 2026-06-16 00:04 UTC (2 months, 3 weeks ago)
172 raw signals (0 security + 172 graph)
Last scanned 2 months, 3 weeks ago · v1 · 153 actionable findings from 1 signal source. 19 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.
All 2436 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 |
|---|---|---|---|
_normalize_gui_target |
software | healthy | modal_app.py:67 |
select_gui_profile |
software | healthy | modal_app.py:71 |
_smoke |
software | healthy | modal_app.py:114 |
smoke_2b |
software | healthy | modal_app.py:159 |
smoke_27b |
software | healthy | modal_app.py:175 |
_th_27b_showdown |
software | healthy | modal_app.py:197 |
gen |
software | healthy | modal_app.py:217 |
steered |
software | healthy | modal_app.py:221 |
truth_holding_27b_showdown |
software | healthy | modal_app.py:271 |
_web_parity |
software | healthy | modal_app.py:278 |
web_parity_2b |
software | healthy | modal_app.py:355 |
_spearman |
software | healthy | modal_app.py:359 |
_manifold_metrics |
software | healthy | modal_app.py:369 |
_residual_manifold_sweep |
software | healthy | modal_app.py:422 |
residual_manifold_sweep_2b |
software | healthy | modal_app.py:507 |
residual_manifold_sweep_27b |
software | healthy | modal_app.py:522 |
_manifold_steer_demo |
software | healthy | modal_app.py:528 |
manifold_steer_demo_2b |
software | healthy | modal_app.py:567 |
manifold_steer_demo_27b |
software | healthy | modal_app.py:582 |
_manifold_vs_linear |
software | healthy | modal_app.py:587 |
_manifold_atlas |
software | healthy | modal_app.py:615 |
manifold_vs_linear_2b |
software | healthy | modal_app.py:691 |
_manifold_naturalness_probe |
software | healthy | modal_app.py:696 |
cumdist |
software | healthy | modal_app.py:788 |
manifold_naturalness_probe_2b |
software | healthy | modal_app.py:761 |
_manifold_behavior_readout_audit |
software | healthy | modal_app.py:773 |
isometry |
software | healthy | modal_app.py:797 |
manifold_behavior_readout_audit_2b |
software | healthy | modal_app.py:858 |
_manifold_pullback_probe |
software | healthy | modal_app.py:870 |
manifold_pullback_probe_2b |
software | healthy | modal_app.py:917 |
_monitor_demo |
software | healthy | modal_app.py:956 |
monitor_demo_2b |
software | healthy | modal_app.py:994 |
_control_demo |
software | healthy | modal_app.py:998 |
control_loop_demo_2b |
software | healthy | modal_app.py:1062 |
_control_scan |
software | healthy | modal_app.py:1066 |
control_loop_scan_2b |
software | healthy | modal_app.py:1118 |
control_loop_sentiment_2b |
software | healthy | modal_app.py:1133 |
_probe_demo |
software | healthy | modal_app.py:1141 |
probe_monitor_demo_2b |
software | healthy | modal_app.py:1185 |
probe_monitor_judge_demo_2b |
software | healthy | modal_app.py:1200 |
_caa_demo |
software | healthy | modal_app.py:1206 |
caa_vs_sae_2b |
software | healthy | modal_app.py:1243 |
_atlas_demo |
software | healthy | modal_app.py:1248 |
method_atlas_2b |
software | healthy | modal_app.py:1281 |
_extrapolate_demo |
software | healthy | modal_app.py:1286 |
manifold_extrapolate_2b |
software | healthy | modal_app.py:1319 |
_emotion_safety_demo |
software | healthy | modal_app.py:1323 |
emotion_safety_2b |
software | healthy | modal_app.py:1395 |
emotion_affection_firmup_2b |
software | healthy | modal_app.py:1410 |
emotion_firmup_gpt54_2b |
software | healthy | modal_app.py:1427 |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
RUNBOOK.md |
software | healthy | RUNBOOK.md |
README.md |
software | healthy | README.md |
modal_app.py |
software | healthy | modal_app.py |
serve_web.py |
software | healthy | serve_web.py |
app.py |
software | healthy | app.py |
CONTRIBUTING.md |
software | healthy | CONTRIBUTING.md |
.env.example |
software | healthy | .env.example |
pyproject.toml |
software | healthy | pyproject.toml |
LICENSE |
software | healthy | LICENSE |
test_truth_holding_distill_v07.py |
software | healthy | tests/test_truth_holding_distill_v07.py |
test_manifold_distill.py |
software | healthy | tests/test_manifold_distill.py |
test_hooks.py |
software | healthy | tests/test_hooks.py |
test_sweep.py |
software | healthy | tests/test_sweep.py |
test_probes.py |
software | healthy | tests/test_probes.py |
test_web_api.py |
software | healthy | tests/test_web_api.py |
test_feature_compare.py |
software | healthy | tests/test_feature_compare.py |
test_benchmark_integration.py |
software | healthy | tests/test_benchmark_integration.py |
test_feature_selection.py |
software | healthy | tests/test_feature_selection.py |
test_app_tables.py |
software | healthy | tests/test_app_tables.py |
test_steering_distill.py |
software | healthy | tests/test_steering_distill.py |
test_app_tabs.py |
software | healthy | tests/test_app_tabs.py |
test_benchmark_metrics.py |
software | healthy | tests/test_benchmark_metrics.py |
test_emotion_sets.py |
software | healthy | tests/test_emotion_sets.py |
test_truth_holding.py |
software | healthy | tests/test_truth_holding.py |
test_config.py |
software | healthy | tests/test_config.py |
test_steering_effect.py |
software | healthy | tests/test_steering_effect.py |
test_distill_quality.py |
software | healthy | tests/test_distill_quality.py |
test_benchmark_controls.py |
software | healthy | tests/test_benchmark_controls.py |
test_recipe_schema.py |
software | healthy | tests/test_recipe_schema.py |
test_web_api_distill.py |
software | healthy | tests/test_web_api_distill.py |
test_truth_holding_distill_v09.py |
software | healthy | tests/test_truth_holding_distill_v09.py |
test_monitor.py |
software | healthy | tests/test_monitor.py |
test_mixture_dial_distill.py |
software | healthy | tests/test_mixture_dial_distill.py |
test_no_secret_logging.py |
software | healthy | tests/test_no_secret_logging.py |
test_judge.py |
software | healthy | tests/test_judge.py |
test_recipe_store.py |
software | healthy | tests/test_recipe_store.py |
test_truth_holding_distill_v10.py |
software | healthy | tests/test_truth_holding_distill_v10.py |
test_sae_loader.py |
software | healthy | tests/test_sae_loader.py |
test_behavior_sets.py |
software | healthy | tests/test_behavior_sets.py |
test_modal_gui_config.py |
software | healthy | tests/test_modal_gui_config.py |
test_baselines.py |
software | healthy | tests/test_baselines.py |
test_truth_holding_v06.py |
software | healthy | tests/test_truth_holding_v06.py |
test_serve_web.py |
software | healthy | tests/test_serve_web.py |
test_probe_schema.py |
software | healthy | tests/test_probe_schema.py |
test_safety_metrics.py |
software | healthy | tests/test_safety_metrics.py |
test_generation_path.py |
software | healthy | tests/test_generation_path.py |
test_mlx_backend.py |
software | healthy | tests/test_mlx_backend.py |
test_feature_labels.py |
software | healthy | tests/test_feature_labels.py |
test_autopilot_candidate_ranking.py |
software | healthy | tests/test_autopilot_candidate_ranking.py |
test_behavior_readout.py |
software | healthy | tests/test_behavior_readout.py |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
GuiProfile |
software | healthy | modal_app.py:21 |
TinyInner |
software | healthy | tests/test_hooks.py:6 |
TinyModel |
software | healthy | tests/test_hooks.py:19 |
_DirectionStubBackend |
software | healthy | tests/test_steering_distill.py:333 |
_FakeJudge |
software | healthy | tests/test_judge.py:22 |
_AlwaysComply |
software | healthy | tests/test_judge.py:39 |
FakeTokenizer |
software | healthy | tests/test_generation_path.py:9 |
FakeInner |
software | healthy | tests/test_generation_path.py:20 |
FakeCausalLM |
software | healthy | tests/test_generation_path.py:28 |
StubMlx |
software | healthy | tests/test_mlx_backend.py:65 |
_StubHandle |
software | healthy | tests/test_mlx_backend.py:95 |
CandidateSource |
software | healthy | scripts/mixture_dial_validate.py:51 |
ArmDefinition |
software | healthy | scripts/mixture_dial_validate.py:59 |
Judge |
software | healthy | qwen_scope_lab/judge.py:23 |
OpenRouterJudge |
software | healthy | qwen_scope_lab/judge.py:36 |
_DevTokenizer |
software | healthy | qwen_scope_lab/dev_backend.py:88 |
_Inner |
software | healthy | qwen_scope_lab/dev_backend.py:142 |
_DevModel |
software | healthy | qwen_scope_lab/dev_backend.py:150 |
_DevSAELoader |
software | healthy | qwen_scope_lab/dev_backend.py:181 |
FeatureActivation |
software | healthy | qwen_scope_lab/schemas.py:6 |
TokenFeatures |
software | healthy | qwen_scope_lab/schemas.py:11 |
RecipeValidationError |
software | healthy | qwen_scope_lab/recipe_schema.py:15 |
TargetBehavior |
software | healthy | qwen_scope_lab/recipe_schema.py:29 |
ModelMetadata |
software | healthy | qwen_scope_lab/recipe_schema.py:37 |
Intervention |
software | healthy | qwen_scope_lab/recipe_schema.py:45 |
ManifoldSpec |
software | healthy | qwen_scope_lab/recipe_schema.py:55 |
DiscoveryMetadata |
software | healthy | qwen_scope_lab/recipe_schema.py:69 |
FeatureRecipe |
software | healthy | qwen_scope_lab/recipe_schema.py:79 |
InspectReq |
software | healthy | qwen_scope_lab/web_api.py:119 |
CompareReq |
software | healthy | qwen_scope_lab/web_api.py:126 |
SteerReq |
software | healthy | qwen_scope_lab/web_api.py:133 |
SweepReq |
software | healthy | qwen_scope_lab/web_api.py:143 |
NoteReq |
software | healthy | qwen_scope_lab/web_api.py:153 |
BenchmarkReq |
software | healthy | qwen_scope_lab/web_api.py:163 |
AtlasReq |
software | healthy | qwen_scope_lab/web_api.py:176 |
ManifoldFitReq |
software | healthy | qwen_scope_lab/web_api.py:183 |
ManifoldSteerReq |
software | healthy | qwen_scope_lab/web_api.py:188 |
ManifoldCompareReq |
software | healthy | qwen_scope_lab/web_api.py:201 |
ManifoldSaeReq |
software | healthy | qwen_scope_lab/web_api.py:213 |
ManifoldPullbackReq |
software | healthy | qwen_scope_lab/web_api.py:219 |
AutopilotReq |
software | healthy | qwen_scope_lab/web_api.py:229 |
MonitorDiscoverReq |
software | healthy | qwen_scope_lab/web_api.py:243 |
MonitorScoreReq |
software | healthy | qwen_scope_lab/web_api.py:251 |
MonitorShootoutReq |
software | healthy | qwen_scope_lab/web_api.py:259 |
CollateralReq |
software | healthy | qwen_scope_lab/web_api.py:269 |
ControlLoopReq |
software | healthy | qwen_scope_lab/web_api.py:279 |
MonitorRobustnessReq |
software | healthy | qwen_scope_lab/web_api.py:297 |
ProbeDiscoverReq |
software | healthy | qwen_scope_lab/web_api.py:307 |
ProbeScoreReq |
software | healthy | qwen_scope_lab/web_api.py:318 |
SteerDirectionReq |
software | healthy | qwen_scope_lab/web_api.py:327 |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
tests |
software | healthy | tests |
docs |
software | healthy | docs |
writeups |
software | healthy | docs/writeups |
experiments |
software | healthy | docs/experiments |
scripts |
software | healthy | scripts |
qwen_scope_lab |
software | healthy | qwen_scope_lab |
experiments |
software | healthy | qwen_scope_lab/experiments |
recipes |
software | healthy | recipes |
json_validity_fake_smoke |
software | healthy | recipes/json_validity_fake_smoke |
concise_autopilot |
software | healthy | recipes/concise_autopilot |
concise_answers_l1_f2_v1 |
software | healthy | recipes/concise_answers_l1_f2_v1 |
web |
software | healthy | web |
examples |
software | healthy | examples |
mixture_dial |
software | healthy | examples/mixture_dial |
reports |
software | healthy | reports |
manifold_census |
software | healthy | reports/manifold_census |
mixture_dial_pilot |
software | healthy | reports/mixture_dial_pilot |
arms |
software | healthy | reports/mixture_dial_pilot/arms |
naive_stratified |
software | healthy | reports/mixture_dial_pilot/arms/naive_stratified |
0 |
software | healthy | reports/mixture_dial_pilot/arms/naive_stratified/0 |
eval_report |
software | healthy | reports/mixture_dial_pilot/arms/naive_stratified/0/eval_rep… |
1 |
software | healthy | reports/mixture_dial_pilot/arms/naive_stratified/1 |
eval_report |
software | healthy | reports/mixture_dial_pilot/arms/naive_stratified/1/eval_rep… |
random_same_size |
software | healthy | reports/mixture_dial_pilot/arms/random_same_size |
0 |
software | healthy | reports/mixture_dial_pilot/arms/random_same_size/0 |
eval_report |
software | healthy | reports/mixture_dial_pilot/arms/random_same_size/0/eval_rep… |
1 |
software | healthy | reports/mixture_dial_pilot/arms/random_same_size/1 |
eval_report |
software | healthy | reports/mixture_dial_pilot/arms/random_same_size/1/eval_rep… |
calib_frac_0.50 |
software | healthy | reports/mixture_dial_pilot/arms/calib_frac_0.50 |
0 |
software | healthy | reports/mixture_dial_pilot/arms/calib_frac_0.50/0 |
eval_report |
software | healthy | reports/mixture_dial_pilot/arms/calib_frac_0.50/0/eval_repo… |
1 |
software | healthy | reports/mixture_dial_pilot/arms/calib_frac_0.50/1 |
eval_report |
software | healthy | reports/mixture_dial_pilot/arms/calib_frac_0.50/1/eval_repo… |
truth_only |
software | healthy | reports/mixture_dial_pilot/arms/truth_only |
0 |
software | healthy | reports/mixture_dial_pilot/arms/truth_only/0 |
1 |
software | healthy | reports/mixture_dial_pilot/arms/truth_only/1 |
eval_report |
software | healthy | reports/mixture_dial_pilot/arms/truth_only/1/eval_report |
steering_distill |
software | healthy | reports/steering_distill |
th_v10_publication |
software | healthy | reports/steering_distill/th_v10_publication |
judge |
software | healthy | reports/steering_distill/th_v10_publication/judge |
teacher_9b_expansion |
software | healthy | reports/steering_distill/th_v10_publication/teacher_9b_expa… |
eval |
software | healthy | reports/steering_distill/th_v10_publication/eval |
source_audit_9b_expansion |
software | healthy | reports/steering_distill/th_v10_publication/source_audit_9b… |
training |
software | healthy | reports/steering_distill/th_v10_publication/training |
jailbreak_wild |
software | healthy | reports/jailbreak_wild |
sae_audit |
software | healthy | reports/sae_audit |
agent_boundary |
software | healthy | reports/agent_boundary |
agent_boundary_addressee |
software | healthy | reports/agent_boundary_addressee |
emotion_manifold |
software | healthy | reports/emotion_manifold |
manifold_c05 |
software | healthy | reports/manifold_c05 |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
GET /api/status |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/inspect |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/compare |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/atlas |
api | healthy | qwen_scope_lab/web_api.py |
GET /api/manifold/presets |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/manifold/fit |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/manifold/steer |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/manifold/compare |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/manifold/sae_coverage |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/manifold/pullback |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/monitor/discover |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/monitor/score |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/monitor/shootout |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/collateral |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/control_loop |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/monitor/robustness |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/probe/discover |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/probe/score |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/probes |
api | healthy | qwen_scope_lab/web_api.py |
GET /api/probes |
api | healthy | qwen_scope_lab/web_api.py |
GET /api/probes/{probe_id} |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/probe/steer |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/caa_vs_sae |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/method_atlas |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/emotion_coupling |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/safety_geometry |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/jailbreak_detection |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/jailbreak_hardening |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/jailbreak_screen |
api | healthy | qwen_scope_lab/web_api.py |
GET /api/distill/examples |
api | healthy | qwen_scope_lab/web_api.py |
GET /api/distill/examples/{example_id} |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/distill/summarize |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/distill/compile |
api | healthy | qwen_scope_lab/web_api.py |
GET /demo |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/monitor/stream |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/steer |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/sweep |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/benchmark |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/autopilot |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/recipes |
api | healthy | qwen_scope_lab/web_api.py |
GET /api/notebook |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/notebook |
api | healthy | qwen_scope_lab/web_api.py |
GET /api/recipes |
api | healthy | qwen_scope_lab/web_api.py |
GET /api/recipes/{recipe_id} |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/monitors |
api | healthy | qwen_scope_lab/web_api.py |
GET /api/monitors |
api | healthy | qwen_scope_lab/web_api.py |
GET /api/monitors/{monitor_id} |
api | healthy | qwen_scope_lab/web_api.py |
POST /api/jobs |
api | healthy | qwen_scope_lab/web_api.py |
GET /api/jobs |
api | healthy | qwen_scope_lab/web_api.py |
GET /api/jobs/{job_id} |
api | healthy | qwen_scope_lab/web_api.py |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
repobility-clone-zqh83r_2 |
software | healthy | /tmp/repobility-clone-zqh83r_2 |
| Label | Layer | Status | Path |
|---|---|---|---|
127.0.0.1 |
network | healthy | README.md |
| Label | Layer | Status | Path |
|---|---|---|---|
gpu (detected) |
hardware | healthy | README.md |
| Label | Layer | Status | Path |
|---|---|---|---|
gha::ci |
cicd | healthy | .github/workflows/ci.yml |
| Label | Layer | Status | Path |
|---|---|---|---|
test |
cicd | healthy | .github/workflows/ci.yml |
This page is publicly accessible at:
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