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wordingone/ember

https://github.com/wordingone/ember · scanned 2026-06-16 00:59 UTC (2 months, 1 week ago)

220 raw signals (92 security + 128 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 120 actionable findings from 2 signal sources. 285 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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Combined
98.8
/100
Security checks
99
8 findings
System graph
99
88.9% cov · 112 findings
Critical
2
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
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Severity: Critical 2 High 9 Medium 25 Low 42 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 8 System graph 112 Crowd 0 Layer: Quality 86 Security 8 Software 24 Frontend 1 Cicd 1

All 2544 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
est_tokens software healthy research/floor-probes-20260611/bias_analysis.py:10
analyze_leg software healthy research/floor-probes-20260611/bias_analysis.py:15
_build_levers software healthy scripts/c04_pretrain_prestage.py:65
_latest_basename software healthy scripts/c04_pretrain_prestage.py:114
_config_sha256 software healthy scripts/c04_pretrain_prestage.py:119
check_config software healthy scripts/c04_pretrain_prestage.py:127
check_governor software healthy scripts/c04_pretrain_prestage.py:137
check_wsd_schedule software healthy scripts/c04_pretrain_prestage.py:154
check_checkpoint_resume software healthy scripts/c04_pretrain_prestage.py:187
check_optimizer_wired software healthy scripts/c04_pretrain_prestage.py:224
lookup_bench_tok_s software healthy scripts/c04_pretrain_prestage.py:259
check_bench_tok_s software healthy scripts/c04_pretrain_prestage.py:292
check_optimizer_matches_pick software healthy scripts/c04_pretrain_prestage.py:311
analyze software healthy scripts/c04_pretrain_prestage.py:330
selftest software healthy scripts/c04_pretrain_prestage.py:395
_receipt_dir_override software healthy scripts/c04_pretrain_prestage.py:528
_receipt_dir_restore software healthy scripts/c04_pretrain_prestage.py:535
main software healthy scripts/c04_pretrain_prestage.py:542
load_samples software healthy scripts/g1_paired.py:41
mcnemar_exact software healthy scripts/g1_paired.py:52
paired_bootstrap software healthy scripts/g1_paired.py:62
mde_paired software healthy scripts/g1_paired.py:73
compare software healthy scripts/g1_paired.py:81
fire_cell software healthy scripts/g1_paired.py:110
main software healthy scripts/g1_paired.py:129
_selftest software healthy scripts/g1_paired.py:185
_ts software healthy scripts/c04_batched_ns5_bench.py:61
_harness_sha software healthy scripts/c04_batched_ns5_bench.py:65
_run_bench software healthy scripts/c04_batched_ns5_bench.py:75
fwd_fn software healthy scripts/c04_batched_ns5_bench.py:94
step software healthy scripts/c04_batched_ns5_bench.py:135
run_and_emit software healthy scripts/c04_batched_ns5_bench.py:274
_verify_receipt_schema software healthy scripts/c04_batched_ns5_bench.py:308
selftest software healthy scripts/c04_batched_ns5_bench.py:323
main software healthy scripts/c04_batched_ns5_bench.py:397
paired_bootstrap_ci software healthy scripts/fp33_surpass_verdict.py:53
mcnemar_exact_p software healthy scripts/fp33_surpass_verdict.py:75
_ratio_within software healthy scripts/fp33_surpass_verdict.py:89
matched_compute software healthy scripts/fp33_surpass_verdict.py:99
_deltas software healthy scripts/fp33_surpass_verdict.py:128
_ci_excludes_zero_favor software healthy scripts/fp33_surpass_verdict.py:151
_paired_pass software healthy scripts/fp33_surpass_verdict.py:156
_discordant software healthy scripts/fp33_surpass_verdict.py:170
eval_A1 software dead scripts/fp33_surpass_verdict.py:182
eval_A2 software dead scripts/fp33_surpass_verdict.py:198
eval_A3 software dead scripts/fp33_surpass_verdict.py:229
eval_B1 software dead scripts/fp33_surpass_verdict.py:262
eval_B2 software dead scripts/fp33_surpass_verdict.py:299
eval_B3 software healthy scripts/fp33_surpass_verdict.py:321
eval_B4 software dead scripts/fp33_surpass_verdict.py:345

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

LabelLayerStatusPath
GOAL.md software healthy GOAL.md
nc2-own-technique-contract.md software healthy nc2-own-technique-contract.md
README.md software healthy README.md
STATE.md software healthy STATE.md
GOAL-prompt-4k.md software healthy GOAL-prompt-4k.md
LICENSE software healthy LICENSE
GOAL-paste.md software healthy GOAL-paste.md
tokenizer.json software healthy tokenizer/tokenizer.json
nck-invariants.json software healthy config/nck-invariants.json
nck-schedule.json software healthy config/nck-schedule.json
nck-c10.json software healthy config/nck-c10.json
nck-invariants.json software healthy config/nck-baseline/nck-invariants.json
sp6c-seat-adapter-v0.md software healthy docs/sp6c-seat-adapter-v0.md
c04-pick-decision-table-v1.md software healthy docs/c04-pick-decision-table-v1.md
fp21b-prong-a-disposition.md software healthy docs/fp21b-prong-a-disposition.md
band-a-4b-dispatch-template.md software healthy docs/band-a-4b-dispatch-template.md
sleep-consolidation-spec-v0.md software healthy docs/sleep-consolidation-spec-v0.md
ember-completeness.md software healthy docs/ember-completeness.md
sp6b-designation-rule-v0.md software healthy docs/sp6b-designation-rule-v0.md
fp44-multimodal-optimizer-decision.md software healthy docs/fp44-multimodal-optimizer-decision.md
nck-event-loop-v0.md software healthy docs/nck-event-loop-v0.md
ledger-schema-v3.md software healthy docs/ledger-schema-v3.md
fp34-owned-band-prereg-v1.md software healthy docs/fp34-owned-band-prereg-v1.md
hardest-problems-register-v1.md software healthy docs/hardest-problems-register-v1.md
nck-invariant-contract-v0.md software healthy docs/nck-invariant-contract-v0.md
fp41-graded-probe-spec-v1.md software healthy docs/fp41-graded-probe-spec-v1.md
gate-stats-review-v1.md software healthy docs/gate-stats-review-v1.md
work-ahead-ledger.md software healthy docs/work-ahead-ledger.md
c04-muon-ceiling-analysis.md software healthy docs/c04-muon-ceiling-analysis.md
sp6b-duty-battery-spec-v1.md software healthy docs/sp6b-duty-battery-spec-v1.md
leo-trigger-readiness.md software healthy docs/leo-trigger-readiness.md
citation-policy-search-to-ember.md software healthy docs/citation-policy-search-to-ember.md
ember-owned-substrate-diagnostic.md software healthy docs/ember-owned-substrate-diagnostic.md
c04-gate-time-playbook.md software healthy docs/c04-gate-time-playbook.md
nck-spec-v0.md software healthy docs/nck-spec-v0.md
paradigm-flip-register.md software healthy docs/paradigm-flip-register.md
c04-candidate-grid-v1.md software healthy docs/c04-candidate-grid-v1.md
density-ab-spec-v1.md software healthy docs/density-ab-spec-v1.md
world-model-compiler-decision.md software healthy docs/world-model-compiler-decision.md
deviations.md software healthy docs/deviations.md
nck-invariants-v0.md software healthy docs/nck-invariants-v0.md
c52-scaffold-off-test-v1.md software healthy docs/c52-scaffold-off-test-v1.md
growth-operator-compile-target-decision.md software healthy docs/growth-operator-compile-target-decision.md
registry-dispatch-gate-spec-v0.md software healthy docs/registry-dispatch-gate-spec-v0.md
fp36-1b-info-interpretation-v0.md software healthy docs/fp36-1b-info-interpretation-v0.md
pretrain-launch-authorization-brief.md software healthy docs/pretrain-launch-authorization-brief.md
sp6-duty-battery-v0.md software healthy docs/sp6-duty-battery-v0.md
pretrain-launch-authorization-brief-multimodal.md software healthy docs/pretrain-launch-authorization-brief-multimodal.md
launch-target-multimodal-reconciliation.md software healthy docs/launch-target-multimodal-reconciliation.md
index.md software healthy docs/index.md

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

LabelLayerStatusPath
MTPTrainer software healthy scripts/t2_mtp.py:284
ShardDataset software healthy scripts/proxy_speedrun.py:87
ShardDataset software healthy scripts/cuda_graph_ab.py:76
Fp8WeightCacheLinearFn software healthy scripts/fp35c_weight_cache_ab.py:96
_TinyModel software healthy scripts/timeshare_pretrain.py:509
_Muon software healthy scripts/timeshare_pretrain.py:743
PackedShardLoader software healthy scripts/timeshare_pretrain.py:999
_TinyV0 software healthy scripts/timeshare_pretrain.py:1074
_V0Real software healthy scripts/timeshare_pretrain.py:1111
_Tiny software healthy scripts/timeshare_pretrain.py:1380
_RouteStop software healthy scripts/timeshare_pretrain.py:1821
_Yes software healthy scripts/v_compare.py:152
Fp8LinearFunction software healthy scripts/fp33_fp8_linear_ab.py:73
HarnessConfig software healthy scripts/c04_harness.py:54
_TinySegModel software healthy scripts/timeshare_dryrun.py:73
_Timeout software healthy scripts/t3b_diag.py:71
ShardDataset software healthy scripts/selective_recompute_ab.py:69
_FakeSelfAttn software healthy scripts/selective_recompute_ab.py:484
_FakeMLP software healthy scripts/selective_recompute_ab.py:487
_FakeNorm software healthy scripts/selective_recompute_ab.py:489
_FakeLayer software healthy scripts/selective_recompute_ab.py:491
_Headroom software healthy scripts/governor.py:64
SyntheticDataset software healthy scripts/fp35_fused_muon_kernel_ab.py:96
_Muon software healthy scripts/fp35_fused_muon_kernel_ab.py:169
_FakeModel software healthy scripts/fp35_fused_muon_kernel_ab.py:632
Refuse software healthy scripts/e1b_pair_assemble.py:34
_Timeout software healthy scripts/t1_probe.py:152
_Pacer software healthy scripts/t1_probe.py:280
_A software healthy scripts/d_gate.py:195
QKNorm software healthy scripts/ember_model_v0_multimodal.py:27
EmberMultimodalAttention software healthy scripts/ember_model_v0_multimodal.py:237
EmberModelV0Multimodal software healthy scripts/ember_model_v0_multimodal.py:358
ShardWriter software healthy scripts/corpus_acquire.py:178
_Yes software healthy scripts/fp8_vgate.py:247
ShardTokens software healthy scripts/fp44_horizon_optimizer_equiv.py:96
_FakeShardTokens software healthy scripts/fp44_horizon_optimizer_equiv.py:485
Refusal software healthy scripts/fp30b_register_deviations.py:70
RandomPolicy software healthy scripts/arcade.py:45
_A software healthy scripts/arcade.py:106
_Obs software healthy scripts/arcade.py:110
Phase software healthy scripts/heartbeat_runner.py:40
RunnerHalt software healthy scripts/heartbeat_runner.py:232
RoundRunner software healthy scripts/heartbeat_runner.py:238
_MuonBaseline software healthy scripts/fp45_batched_ns5_ab.py:165
_MuonBatched software healthy scripts/fp45_batched_ns5_ab.py:220
_Headroom software healthy scripts/t2_grpo.py:259
ListWriter software healthy scripts/corpus_acquire_selftest.py:50
GainExtractionError software healthy scripts/p_gate.py:148
ShardDataset software healthy scripts/fp35g_width_cond_fp8_ab.py:78
_Fp8WeightCacheFn software healthy scripts/fp35g_width_cond_fp8_ab.py:118

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

LabelLayerStatusPath
tokenizer software healthy tokenizer
config software healthy config
nck-baseline software healthy config/nck-baseline
docs software healthy docs
research software healthy research
external-stack software healthy research/external-stack
drafts software healthy research/drafts
floor-probes-20260611 software healthy research/floor-probes-20260611
math software healthy research/math
scripts software healthy scripts
nck software healthy scripts/nck
density-ab-manifests software healthy density-ab-manifests
.claude software healthy .claude
workflows software healthy .claude/workflows
ledger software healthy ledger
views software healthy ledger/views
corpus-manifests software healthy corpus-manifests
probes software healthy probes
receipts software healthy receipts
configs software healthy configs

LabelLayerStatusPath
port:373 network healthy scripts/eng_sync.sh
port:380 network healthy scripts/eng_sync.sh

LabelLayerStatusPath
repobility-clone-uqzi7d6e software healthy /tmp/repobility-clone-uqzi7d6e

LabelLayerStatusPath
sqlite data healthy scripts/nck/event_loop.py

LabelLayerStatusPath
messages data healthy scripts/nck/selftest_c10_resident.py

LabelLayerStatusPath
6.6.87.2 network healthy receipts/wsl9p-probe-2026-06-10T225917Z.json

LabelLayerStatusPath
gpu (detected) hardware healthy research/gpu-math-multiplier-table-v2-2026-06-11.json
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