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tonysu17/reasoning-on-a-manifold

https://github.com/tonysu17/reasoning-on-a-manifold · scanned 2026-06-16 00:40 UTC (2 months, 1 week ago)

47 raw signals (0 security + 47 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 39 actionable findings from 1 signal source. 8 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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All 948 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
_arm_complete software healthy build_steering_arms.py:50
_print_arm_table software healthy build_steering_arms.py:54
_cross_arm_replication software healthy build_steering_arms.py:64
main software healthy build_steering_arms.py:82
cosine software healthy 06b_steering_composition.py:56
load_steering_vector software healthy 06b_steering_composition.py:63
load_activations software healthy 06b_steering_composition.py:76
project_to_pooled_subspace software healthy 06b_steering_composition.py:83
project_to_tangent_bundle software healthy 06b_steering_composition.py:93
compose_pair software healthy 06b_steering_composition.py:98
main software healthy 06b_steering_composition.py:137
_ser software healthy 06b_steering_composition.py:206
smooth_curve software healthy compute_layer_triangulation.py:66
find_peak_with_plateau software healthy compute_layer_triangulation.py:77
is_curve_flat software healthy compute_layer_triangulation.py:109
triangulate_behaviour software healthy compute_layer_triangulation.py:124
_peak software healthy compute_layer_triangulation.py:134
load_phase5_curves software healthy compute_layer_triangulation.py:189
load_phase5_nulls software healthy compute_layer_triangulation.py:207
holm_bonferroni software healthy compute_layer_triangulation.py:225
load_phase5c_curves software healthy compute_layer_triangulation.py:273
load_phase7b_curves software healthy compute_layer_triangulation.py:288
render_summary_md software healthy compute_layer_triangulation.py:301
plot_curves software healthy compute_layer_triangulation.py:365
main software healthy compute_layer_triangulation.py:418
parse_args software healthy 11_trajectory_analysis.py:38
setup_logging software healthy 11_trajectory_analysis.py:60
_load_summary_df software healthy 11_trajectory_analysis.py:67
_group_comparison_records software healthy 11_trajectory_analysis.py:78
main software healthy 11_trajectory_analysis.py:132
probe_accuracy_at_layer software healthy 05c_cross_layer_probing.py:57
probe_all_layers_all_behaviours software healthy 05c_cross_layer_probing.py:120
pca_subspace software healthy 05c_cross_layer_probing.py:172
principal_angle_mean_deg software healthy 05c_cross_layer_probing.py:178
subspace_angle_evolution software healthy 05c_cross_layer_probing.py:185
main software healthy 05c_cross_layer_probing.py:225
sample_hypersphere software healthy power_analysis_curvature.py:68
sample_flat_disk software healthy power_analysis_curvature.py:82
run_diagnostics software healthy power_analysis_curvature.py:98
compute_power software healthy power_analysis_curvature.py:143
write_csv software healthy power_analysis_curvature.py:207
write_summary software healthy power_analysis_curvature.py:216
make_plot software healthy power_analysis_curvature.py:262
main software healthy power_analysis_curvature.py:302
parse_args software healthy 12_cbs_ablation.py:42
setup_logging software healthy 12_cbs_ablation.py:73
_load_tier_acts software healthy 12_cbs_ablation.py:80
_load_adding_knowledge_centroid software healthy 12_cbs_ablation.py:123
_failstop_template software healthy 12_cbs_ablation.py:138
main software healthy 12_cbs_ablation.py:167

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

LabelLayerStatusPath
build_steering_arms.py software healthy build_steering_arms.py
06b_steering_composition.py software healthy 06b_steering_composition.py
run_multiannotator_pipeline.sh software healthy run_multiannotator_pipeline.sh
compute_layer_triangulation.py software healthy compute_layer_triangulation.py
11_trajectory_analysis.py software healthy 11_trajectory_analysis.py
build_phase6.py software healthy build_phase6.py
05c_cross_layer_probing.py software healthy 05c_cross_layer_probing.py
power_analysis_curvature.py software healthy power_analysis_curvature.py
12_cbs_ablation.py software healthy 12_cbs_ablation.py
02b_generate_baseline_chains.py software healthy 02b_generate_baseline_chains.py
validate_pilot_lengths.py software healthy validate_pilot_lengths.py
02_generate_chains.py software healthy 02_generate_chains.py
skills-lock.json software healthy skills-lock.json
verify_base_model.py software healthy verify_base_model.py
05_pca_analysis.py software healthy 05_pca_analysis.py
07b_activation_patching.py software healthy 07b_activation_patching.py
09_cbs_geometry.py software healthy 09_cbs_geometry.py
05b_geometric_diagnostics.py software healthy 05b_geometric_diagnostics.py
README.md software healthy README.md
PROGRESS.md software healthy PROGRESS.md
make_fresh_figures.py software healthy make_fresh_figures.py
check_chain_quality.py software healthy check_chain_quality.py
tier1_geometry_nulls.py software healthy tier1_geometry_nulls.py
run_remaining_phases.sh software healthy run_remaining_phases.sh
01_generate_tasks.py software healthy 01_generate_tasks.py
08_annotate_cbs.py software healthy 08_annotate_cbs.py
04_cleanup_tasks.py software healthy 04_cleanup_tasks.py
04_extract_activations.py software healthy 04_extract_activations.py
CONFOUNDS_AND_REMEDIATION.md software healthy CONFOUNDS_AND_REMEDIATION.md
05d_subtype_clustering.py software healthy 05d_subtype_clustering.py
run_rerun_local.sh software healthy run_rerun_local.sh
06_build_steering.py software healthy 06_build_steering.py
predict_saturation.py software healthy predict_saturation.py
tier1_effective_n.py software healthy tier1_effective_n.py
robustness_geometry.py software healthy robustness_geometry.py
compare_annotators.py software healthy compare_annotators.py
10_trajectory_build.py software healthy 10_trajectory_build.py
AUDIT.md software healthy AUDIT.md
07_evaluate_steering.py software healthy 07_evaluate_steering.py
pooling_sweep.py software healthy pooling_sweep.py
.env.example software healthy .env.example
00_pilot_gate.py software healthy 00_pilot_gate.py
04b_extract_annotator.py software healthy 04b_extract_annotator.py
pyproject.toml software healthy pyproject.toml
13_baseline_replication.py software healthy 13_baseline_replication.py
render_html.py software healthy render_html.py
make_explainer_figs.py software healthy make_explainer_figs.py
INVENTORY.md software healthy INVENTORY.md
verify_annotation_completeness.py software healthy verify_annotation_completeness.py
03_annotate_chains.py software healthy 03_annotate_chains.py

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

LabelLayerStatusPath
PowerCell software healthy power_analysis_curvature.py:131
_BatchEncoding software healthy tests/test_gpt_oss_integration.py:41
FakeFastTokenizer software healthy tests/test_gpt_oss_integration.py:55
_Block software healthy tests/test_gpt_oss_integration.py:85
_Inner software healthy tests/test_gpt_oss_integration.py:94
FakeGptOss software healthy tests/test_gpt_oss_integration.py:101
_TmplTok software healthy tests/test_gpt_oss_integration.py:133
_RecTok software healthy tests/test_gpt_oss_integration.py:138
_BrokenTok software healthy tests/test_gpt_oss_integration.py:150
TransformerStyle software healthy tests/test_gpt_oss_integration.py:217
NoLayers software healthy tests/test_gpt_oss_integration.py:228
_GenTokGptOss software healthy tests/test_gpt_oss_integration.py:339
_GenTokDeepseek software healthy tests/test_gpt_oss_integration.py:350
_GenModel software healthy tests/test_gpt_oss_integration.py:360
SteeredModel software healthy src/steered_inference.py:88
PatchResult software healthy src/activation_patching.py:55
NullResult software healthy src/nulls.py:37
IDResult software healthy src/intrinsic_dim.py:37
ActivationCache software healthy src/hooks.py:21
CurvatureResult software healthy src/curvature.py:39
CBSResult software healthy src/cbs/schemas.py:44
CBSAnnotatedSentence software healthy src/cbs/schemas.py:98
ChainTrajectory software healthy src/cbs/schemas.py:119
SonnetClient software healthy src/cbs/annotation.py:147
ProxyClient software healthy src/cbs/annotation.py:158
CBSAblationModel software healthy src/cbs/ablation.py:161
MockSonnetClient software healthy src/cbs/tests/test_annotation.py:30
FakeTokenizer software healthy src/cbs/tests/test_chain_gen_temperature.py:101
Inputs software healthy src/cbs/tests/test_chain_gen_temperature.py:109
FakeModel software healthy src/cbs/tests/test_chain_gen_temperature.py:120
_FakeModel software healthy src/cbs/tests/test_ablation.py:114

LabelLayerStatusPath
tests software healthy tests
results software healthy results
supervisor_meeting software healthy results/supervisor_meeting
tier1_robustness software healthy results/tier1_robustness
R1-1.5B software healthy results/tier1_robustness/R1-1.5B
_STALE_pre_fix_20260605 software healthy results/_STALE_pre_fix_20260605
trajectory software healthy results/_STALE_pre_fix_20260605/trajectory
R1-1.5B-smoke software healthy results/_STALE_pre_fix_20260605/trajectory/R1-1.5B-smoke
layer27 software healthy results/_STALE_pre_fix_20260605/trajectory/R1-1.5B-smoke/la…
layer17 software healthy results/_STALE_pre_fix_20260605/trajectory/R1-1.5B-smoke/la…
cbs software healthy results/_STALE_pre_fix_20260605/cbs
R1-1.5B-smoke software healthy results/_STALE_pre_fix_20260605/cbs/R1-1.5B-smoke
cross_model software healthy results/_STALE_pre_fix_20260605/cbs/cross_model
R1-1.5B software healthy results/_STALE_pre_fix_20260605/cbs/R1-1.5B
quality_reports software healthy results/quality_reports
steering_vectors software healthy results/steering_vectors
R1-1.5B software healthy results/steering_vectors/R1-1.5B
base_model_verification software healthy results/base_model_verification
pooling_sweep software healthy results/pooling_sweep
R1-1.5B software healthy results/pooling_sweep/R1-1.5B
pool_first software healthy results/pooling_sweep/R1-1.5B/pool_first
pool_last software healthy results/pooling_sweep/R1-1.5B/pool_last
robustness software healthy results/robustness
.claude software healthy .claude
writeup software healthy writeup
src software healthy src
cbs software healthy src/cbs
tests software healthy src/cbs/tests
configs software healthy configs

LabelLayerStatusPath
repobility-clone-s9hdkr0r software healthy /tmp/repobility-clone-s9hdkr0r

LabelLayerStatusPath
gpu (detected) hardware healthy run_multiannotator_pipeline.sh

LabelLayerStatusPath
vps::aws hardware healthy 03_annotate_chains.py
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