juyterman1000/entroly

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https://github.com/juyterman1000/entroly · scanned 2026-05-15 06:14 UTC (3 weeks ago) · 10 languages

257 findings (67 legacy + 190 scanner) 28th percentile · Python · large (100-500K LoC) Scanner says 70 (lower by 4)

File as issue Image v2 schema

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 3 weeks ago · v1 · 48 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 2026-05-18-v5 calibration-aware

Component	Sub-score	Weight	Contribution
`structure_score`	75.0	0.15	11.25
`security_score`	33.0	0.25	8.25
`testing_score`	85.0	0.20	17.00
`documentation_score`	89.0	0.15	13.35
`practices_score`	90.0	0.15	13.50
`code_quality`	27.8	0.10	2.78
Overall		1.00	66.1

Calibrated penalty buckets (security_score): agent: 2.2 Â· docker: 8.3 Â· threat: 56.5

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 23 Medium 11 Low 10 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 48 9-layer 0 Crowd 0 Layer: Cicd 8 Quality 20 Security 19 Software 1

Exclude dismissed / FP Exclude test files

All 3659 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
`run_real_mcp_test`	software	healthy	`run_real_mcp_test.py:10`
`test_fisher_increases_with_entropy`	software	healthy	`tests/test_egtc_v2.py:62`
`test_fisher_fourth_root_shape`	software	healthy	`tests/test_egtc_v2.py:71`
`test_fisher_zero_entropy_doesnt_collapse`	software	healthy	`tests/test_egtc_v2.py:86`
`test_fisher_scale_parameter`	software	healthy	`tests/test_egtc_v2.py:91`
`test_correction_range`	software	healthy	`tests/test_egtc_v2.py:111`
`test_no_double_counting_entropy`	software	healthy	`tests/test_egtc_v2.py:125`
`test_vagueness_monotone_increasing`	software	healthy	`tests/test_egtc_v2.py:146`
`test_sufficiency_monotone_decreasing`	software	healthy	`tests/test_egtc_v2.py:158`
`test_entropy_monotone_increasing`	software	healthy	`tests/test_egtc_v2.py:170`
`test_bounds_parametric`	software	healthy	`tests/test_egtc_v2.py:195`
`test_extreme_inputs`	software	healthy	`tests/test_egtc_v2.py:204`
`test_negative_inputs_clamped`	software	healthy	`tests/test_egtc_v2.py:214`
`test_above_one_inputs_clamped`	software	healthy	`tests/test_egtc_v2.py:219`
`test_precision_tasks_lower_than_creative`	software	healthy	`tests/test_egtc_v2.py:232`
`test_unknown_task_type_fallback`	software	healthy	`tests/test_egtc_v2.py:243`
`test_high_dispersion_lowers_temperature`	software	healthy	`tests/test_egtc_v2.py:257`
`test_single_fragment_no_dispersion`	software	healthy	`tests/test_egtc_v2.py:271`
`test_turn_zero_unchanged`	software	healthy	`tests/test_egtc_v2.py:287`
`test_monotone_decreasing`	software	healthy	`tests/test_egtc_v2.py:292`
`test_converges_to_c_min`	software	healthy	`tests/test_egtc_v2.py:301`
`test_never_below_tau_min`	software	healthy	`tests/test_egtc_v2.py:311`
`test_custom_convergence_rate`	software	healthy	`tests/test_egtc_v2.py:316`
`test_half_convergence_at_ln2_over_lambda`	software	healthy	`tests/test_egtc_v2.py:332`
`test_exact_formula`	software	healthy	`tests/test_egtc_v2.py:347`
`test_explicit_temperature_preserved`	software	healthy	`tests/test_egtc_v2.py:368`
`test_no_temperature_gets_injected`	software	healthy	`tests/test_egtc_v2.py:373`
`test_temperature_zero_is_explicit`	software	healthy	`tests/test_egtc_v2.py:378`
`test_original_body_not_mutated`	software	healthy	`tests/test_egtc_v2.py:384`
`test_openai_new_system_message`	software	healthy	`tests/test_egtc_v2.py:399`
`test_openai_prepend_to_existing_system`	software	healthy	`tests/test_egtc_v2.py:406`
`test_anthropic_new_system`	software	healthy	`tests/test_egtc_v2.py:414`
`test_anthropic_prepend_to_existing`	software	healthy	`tests/test_egtc_v2.py:419`
`test_anthropic_system_content_blocks`	software	healthy	`tests/test_egtc_v2.py:424`
`test_injection_doesnt_mutate_original`	software	healthy	`tests/test_egtc_v2.py:434`
`test_anthropic_by_path`	software	healthy	`tests/test_egtc_v2.py:446`
`test_openai_by_path`	software	healthy	`tests/test_egtc_v2.py:449`
`test_anthropic_by_api_key_header`	software	healthy	`tests/test_egtc_v2.py:452`
`test_openai_with_authorization`	software	healthy	`tests/test_egtc_v2.py:455`
`test_both_headers_prefers_openai`	software	healthy	`tests/test_egtc_v2.py:458`
`test_simple_string_content`	software	healthy	`tests/test_egtc_v2.py:470`
`test_content_blocks`	software	healthy	`tests/test_egtc_v2.py:474`
`test_last_user_message`	software	healthy	`tests/test_egtc_v2.py:481`
`test_no_user_message`	software	healthy	`tests/test_egtc_v2.py:489`
`test_empty_messages`	software	healthy	`tests/test_egtc_v2.py:493`
`test_gpt4o_budget`	software	healthy	`tests/test_egtc_v2.py:504`
`test_claude_opus_budget`	software	healthy	`tests/test_egtc_v2.py:509`
`test_unknown_model_uses_default`	software	healthy	`tests/test_egtc_v2.py:514`
`test_prefix_matching`	software	healthy	`tests/test_egtc_v2.py:519`
`test_empty_fragments_returns_empty`	software	healthy	`tests/test_egtc_v2.py:531`

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

Label	Layer	Status	Path
`TestFisherBase`	software	healthy	`tests/test_egtc_v2.py:59`
`TestSigmoidCorrection`	software	healthy	`tests/test_egtc_v2.py:108`
`TestMonotonicity`	software	healthy	`tests/test_egtc_v2.py:143`
`TestBounds`	software	healthy	`tests/test_egtc_v2.py:187`
`TestTaskTypeOrdering`	software	healthy	`tests/test_egtc_v2.py:229`
`TestDispersion`	software	healthy	`tests/test_egtc_v2.py:254`
`TestTrajectoryConvergence`	software	healthy	`tests/test_egtc_v2.py:284`
`TestTrajectoryMath`	software	healthy	`tests/test_egtc_v2.py:329`
`TestUserOverride`	software	healthy	`tests/test_egtc_v2.py:365`
`TestContextInjection`	software	healthy	`tests/test_egtc_v2.py:396`
`TestProviderDetection`	software	healthy	`tests/test_egtc_v2.py:444`
`TestMessageExtraction`	software	healthy	`tests/test_egtc_v2.py:468`
`TestTokenBudget`	software	healthy	`tests/test_egtc_v2.py:502`
`TestContextBlockFormat`	software	healthy	`tests/test_egtc_v2.py:529`
`TestTunableCoefficients`	software	healthy	`tests/test_egtc_v2.py:579`
`TestRustEntropyScore`	software	healthy	`tests/test_egtc_v2.py:619`
`TestVaguenessAlwaysPresent`	software	healthy	`tests/test_egtc_v2.py:673`
`TestEndToEnd`	software	healthy	`tests/test_egtc_v2.py:708`
`TestAutotuneConfig`	software	healthy	`tests/test_egtc_v2.py:761`
`TestEdgeCases`	software	healthy	`tests/test_egtc_v2.py:799`
`TestDetectProviderPath`	software	healthy	`tests/test_proxy_providers.py:52`
`TestDetectProviderHeaders`	software	healthy	`tests/test_proxy_providers.py:91`
`TestDetectProviderBodyFormat`	software	healthy	`tests/test_proxy_providers.py:122`
`TestDetectProviderOpenAICompat`	software	healthy	`tests/test_proxy_providers.py:165`
`TestExtractUserMessageGemini`	software	healthy	`tests/test_proxy_providers.py:193`
`TestExtractModelGeminiURL`	software	healthy	`tests/test_proxy_providers.py:259`
`TestInjectContextGeminiNew`	software	healthy	`tests/test_proxy_providers.py:287`
`TestInjectContextGeminiExisting`	software	healthy	`tests/test_proxy_providers.py:314`
`TestContextWindowGemini`	software	healthy	`tests/test_proxy_providers.py:345`
`TestApplyTemperatureGemini`	software	healthy	`tests/test_proxy_providers.py:375`
`TestApplyTemperatureGeminiOverride`	software	healthy	`tests/test_proxy_providers.py:399`
`TestProviderFallback`	software	healthy	`tests/test_proxy_providers.py:420`
`TestProxyConfigGemini`	software	healthy	`tests/test_proxy_providers.py:445`
`TestIDERealisticScenarios`	software	healthy	`tests/test_proxy_providers.py:466`
`TestOpenRouterMultiProvider`	software	healthy	`tests/test_proxy_providers.py:694`
`TestStreamingDetection`	software	healthy	`tests/test_proxy_providers.py:767`
`TestEndToEndFormatChain`	software	healthy	`tests/test_proxy_providers.py:808`
`TestRustPageRank`	software	healthy	`tests/test_pagerank_integration.py:24`
`TestDaemonPageRankPrioritization`	software	healthy	`tests/test_pagerank_integration.py:133`
`TestEvolutionLoggerSourceTracking`	software	healthy	`tests/test_pagerank_integration.py:261`
`TestDaemonLifecycle`	software	healthy	`tests/test_pagerank_integration.py:346`
`TestVaultConfigIntegration`	software	healthy	`tests/test_pagerank_integration.py:432`
`TestPythonFallbackEngine`	software	healthy	`tests/test_pagerank_integration.py:468`
`TestSuffixAutomaton`	software	healthy	`tests/test_bipt.py:31`
`TestIdentifierExtraction`	software	healthy	`tests/test_bipt.py:104`
`TestBIPTFullyGrounded`	software	healthy	`tests/test_bipt.py:148`
`TestBIPTInvented`	software	healthy	`tests/test_bipt.py:182`
`TestBIPTEdgeCases`	software	healthy	`tests/test_bipt.py:218`
`TestBIPTComplexity`	software	healthy	`tests/test_bipt.py:259`
`TestBIPTNovelDetection`	software	healthy	`tests/test_bipt.py:276`

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

Label	Layer	Status	Path
`.mcp.json`	software	healthy	`.mcp.json`
`BIPT.md`	software	healthy	`BIPT.md`
`README.md`	software	healthy	`README.md`
`run_real_proxy_test.py`	software	warning	`run_real_proxy_test.py`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`run_real_mcp_test.py`	software	healthy	`run_real_mcp_test.py`
`RESEARCH.md`	software	healthy	`RESEARCH.md`
`CONTRIBUTING.md`	software	healthy	`CONTRIBUTING.md`
`Dockerfile`	software	healthy	`Dockerfile`
`BENCHMARKS.md`	software	healthy	`BENCHMARKS.md`
`pyproject.toml`	software	healthy	`pyproject.toml`
`SECURITY.md`	software	healthy	`SECURITY.md`
`docker-compose.yml`	software	healthy	`docker-compose.yml`
`ruff.toml`	software	healthy	`ruff.toml`
`devcontainer.json`	software	healthy	`.devcontainer/devcontainer.json`
`test_egtc_v2.py`	software	healthy	`tests/test_egtc_v2.py`
`test_hallucination_live.py`	software	healthy	`tests/test_hallucination_live.py`
`claude_code_demo.html`	software	healthy	`tests/claude_code_demo.html`
`test_deep_functional.py`	software	healthy	`tests/test_deep_functional.py`
`test_mcp_protocol.py`	software	healthy	`tests/test_mcp_protocol.py`
`test_proxy_providers.py`	software	healthy	`tests/test_proxy_providers.py`
`_proxy_e2e.py`	software	healthy	`tests/_proxy_e2e.py`
`test_pagerank_integration.py`	software	healthy	`tests/test_pagerank_integration.py`
`test_bipt.py`	software	healthy	`tests/test_bipt.py`
`test_ravs_v2.py`	software	healthy	`tests/test_ravs_v2.py`
`test_integrations_smoke.py`	software	healthy	`tests/test_integrations_smoke.py`
`test_archetype_router.py`	software	healthy	`tests/test_archetype_router.py`
`_run_bench.py`	software	warning	`tests/_run_bench.py`
`test_benchmark_harness.py`	software	healthy	`tests/test_benchmark_harness.py`
`test_qccr.py`	software	healthy	`tests/test_qccr.py`
`test_e2e.py`	software	healthy	`tests/test_e2e.py`
`test_coupling.py`	software	healthy	`tests/test_coupling.py`
`test_ios.py`	software	healthy	`tests/test_ios.py`
`test_causal_attribution.py`	software	healthy	`tests/test_causal_attribution.py`
`_check_vault.py`	software	warning	`tests/_check_vault.py`
`test_context_bridge.py`	software	healthy	`tests/test_context_bridge.py`
`test_zero_token_autonomy.py`	software	healthy	`tests/test_zero_token_autonomy.py`
`test_federation_crossagent.py`	software	healthy	`tests/test_federation_crossagent.py`
`validate_scaffold_real.py`	software	healthy	`tests/validate_scaffold_real.py`
`_check_learning.py`	software	healthy	`tests/_check_learning.py`
`test_witness_provider_shapes.py`	software	healthy	`tests/test_witness_provider_shapes.py`
`test_intensive_functional.py`	software	healthy	`tests/test_intensive_functional.py`
`test_federation_e2e.py`	software	healthy	`tests/test_federation_e2e.py`
`test_context_scaffold.py`	software	healthy	`tests/test_context_scaffold.py`
`check_dashboard.py`	software	warning	`tests/check_dashboard.py`
`test_online_prism.py`	software	healthy	`tests/test_online_prism.py`
`_run_full.py`	software	warning	`tests/_run_full.py`
`test_proxy_e2e_real.py`	software	healthy	`tests/test_proxy_e2e_real.py`
`test_production_e2e.py`	software	healthy	`tests/test_production_e2e.py`
`test_reward_crystallizer.py`	software	healthy	`tests/test_reward_crystallizer.py`

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

Label	Layer	Status	Path
`.devcontainer`	software	healthy	`.devcontainer`
`tests`	software	healthy	`tests`
`benchmarks`	software	healthy	`benchmarks`
`docs`	software	healthy	`docs`
`i18n`	software	healthy	`docs/i18n`
`tuning_strategies`	software	healthy	`docs/tuning_strategies`
`assets`	software	healthy	`docs/assets`
`rfcs`	software	healthy	`docs/rfcs`
`research`	software	healthy	`research`
`scripts`	software	healthy	`scripts`
`cookbook`	software	healthy	`cookbook`
`algorithms`	software	healthy	`algorithms`
`bench`	software	healthy	`bench`
`entroly-core`	software	healthy	`entroly-core`
`tests`	software	healthy	`entroly-core/tests`
`src`	software	healthy	`entroly-core/src`
`entroly-wasm`	software	healthy	`entroly-wasm`
`js`	software	healthy	`entroly-wasm/js`
`src`	software	healthy	`entroly-wasm/src`
`examples`	software	healthy	`examples`
`entroly`	software	healthy	`entroly`
`integrations`	software	healthy	`entroly/integrations`
`verifiers`	software	healthy	`entroly/verifiers`
`ravs`	software	healthy	`entroly/ravs`
`collectors`	software	healthy	`entroly/ravs/collectors`
`npm`	software	healthy	`entroly/npm`
`packaging`	software	healthy	`packaging`
`homebrew`	software	healthy	`packaging/homebrew`
`nix`	software	healthy	`packaging/nix`
`aur`	software	healthy	`packaging/aur`
`scoop`	software	healthy	`packaging/scoop`
`proofs`	software	healthy	`proofs`
`bipt`	software	healthy	`proofs/bipt`
`knapsack`	software	healthy	`proofs/knapsack`
`.github`	software	healthy	`.github`
`workflows`	software	healthy	`.github/workflows`

Label	Layer	Status	Path
`linux-x86_64`	cicd	healthy	`.github/workflows/publish-core-wheels.yml`
`linux-aarch64`	cicd	healthy	`.github/workflows/publish-core-wheels.yml`
`macos-universal`	cicd	healthy	`.github/workflows/publish-core-wheels.yml`
`windows`	cicd	healthy	`.github/workflows/publish-core-wheels.yml`
`publish`	cicd	healthy	`.github/workflows/publish-core-wheels.yml`
`build-and-push`	cicd	healthy	`.github/workflows/docker-publish.yml`
`lint`	cicd	healthy	`.github/workflows/ci.yml`
`rust-tests`	cicd	healthy	`.github/workflows/ci.yml`
`integration`	cicd	healthy	`.github/workflows/ci.yml`
`cost-check`	cicd	healthy	`.github/workflows/entroly-cost-check.yml`
`build-and-push`	cicd	healthy	`.github/workflows/entroly-publish.yml`
`publish-pypi`	cicd	healthy	`.github/workflows/entroly-publish.yml`
`publish-npm`	cicd	healthy	`.github/workflows/entroly-publish.yml`
`publish-npm-mcp`	cicd	healthy	`.github/workflows/entroly-publish.yml`
`benchmark`	cicd	healthy	`.github/workflows/benchmark.yml`

Label	Layer	Status	Path
`auth::entroly-core/src/sast.rs`	security	healthy	`entroly-core/src/sast.rs`
`auth::entroly-core/src/query.rs`	security	healthy	`entroly-core/src/query.rs`
`auth::entroly/multimodal.py`	security	healthy	`entroly/multimodal.py`
`auth::tests/test_cogops_smoke.py`	security	healthy	`tests/test_cogops_smoke.py`
`auth::bench/compare.py`	security	healthy	`bench/compare.py`
`auth::entroly/integrations/discord_gateway.py`	security	healthy	`entroly/integrations/discord_gateway.py`
`auth::entroly-wasm/src/query.rs`	security	healthy	`entroly-wasm/src/query.rs`
`auth::bench/cases.json`	security	healthy	`bench/cases.json`
`auth::entroly-wasm/src/sast.rs`	security	healthy	`entroly-wasm/src/sast.rs`

Label	Layer	Status	Path
`port:9377`	network	healthy	`docker-compose.yml`
`port:9378`	network	healthy	`docker-compose.yml`
`port:8080`	network	healthy	`tests/test_pagerank_integration.py`
`port:6379`	network	healthy	`bench/cases.json`
`port:3000`	network	healthy	`entroly-wasm/test_wasm_e2e.js`
`port:8083`	network	healthy	`examples/stream_claude_server.py`
`port:8000`	network	healthy	`examples/demo_full_experience.py`
`port:9379`	network	healthy	`entroly/daemon.py`

Label	Layer	Status	Path
`redis`	data	healthy	`tests/test_comprehensive_eval.py`
`postgresql`	data	healthy	`tests/test_readme_features_langfuse.py`
`postgres`	data	healthy	`bench/compare.py`
`sqlite`	data	healthy	`entroly-wasm/js/auto_index.js`
`mongodb`	data	healthy	`entroly/multimodal.py`
`clickhouse`	data	healthy	`entroly/auto_index.py`

Label	Layer	Status	Path
`gha::publish-core-wheels`	cicd	healthy	`.github/workflows/publish-core-wheels.yml`
`gha::docker-publish`	cicd	healthy	`.github/workflows/docker-publish.yml`
`gha::ci`	cicd	healthy	`.github/workflows/ci.yml`
`gha::entroly-cost-check`	cicd	healthy	`.github/workflows/entroly-cost-check.yml`
`gha::entroly-publish`	cicd	healthy	`.github/workflows/entroly-publish.yml`
`gha::benchmark`	cicd	healthy	`.github/workflows/benchmark.yml`

Label	Layer	Status	Path
`IMAGE_NAME`	cicd	healthy	`—`
`REGISTRY`	cicd	healthy	`—`
`GITHUB_TOKEN`	cicd	healthy	`—`
`TEST_NPM`	cicd	healthy	`—`
`TESTING_API_TOKEN`	cicd	healthy	`—`
`CORE_PYPI_TOKEN`	cicd	healthy	`—`

Label	Layer	Status	Path
`generic_api_key::tests/test_e2e.py`	security	healthy	`tests/test_e2e.py`
`password_literal::tests/test_rust_cogops.py`	security	healthy	`tests/test_rust_cogops.py`
`password_literal::tests/test_cogops_smoke.py`	security	healthy	`tests/test_cogops_smoke.py`
`password_literal::entroly-core/src/sast.rs`	security	healthy	`entroly-core/src/sast.rs`
`password_literal::entroly-wasm/src/sast.rs`	security	healthy	`entroly-wasm/src/sast.rs`

Label	Layer	Status	Path
`kafka`	data	healthy	`tests/test_hallucination_live.py`
`celery`	data	healthy	`bench/cases.json`
`rabbitmq`	data	healthy	`entroly/multimodal.py`

Label	Layer	Status	Path
`image::Dockerfile`	hardware	healthy	`Dockerfile`
`entroly`	hardware	healthy	`docker-compose.yml`

Label	Layer	Status	Path
`repobility-clone-3sykk3hk`	software	healthy	`/tmp/repobility-clone-3sykk3hk`

Label	Layer	Status	Path
`127.0.0.1`	network	healthy	`entroly/dashboard.py`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`bench/repobench_retrieval.py`

Label	Layer	Status	Path
`vps::aws`	hardware	healthy	`entroly/proxy.py`

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juyterman1000/entroly

Complete repo analysis

function 50+

class 50+

file 50+

directory 36

job 15

auth 9

port 8

database 6

pipeline 6

env_var 6

secret 5

queue 3

container 2

repo 1

service 1

gpu 1

vps 1