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willregelmann/self-consistency

https://github.com/willregelmann/self-consistency · scanned 2026-06-16 00:58 UTC (2 months, 1 week ago)

20 raw signals (0 security + 20 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 12 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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66.7% cov · 12 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 6 Low 3 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 12 Crowd 0 Layer: Network 2 Frontend 1 Security 1 Cicd 3 Quality 5

Exclude dismissed / FP Exclude test files

All 439 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
`main`	software	healthy	`scripts/send_email.py:26`
`im_re_ratio`	software	healthy	`programs/co-emergence/tests/denv_scaling.py:22`
`entropy`	software	healthy	`programs/co-emergence/tests/denv_scaling.py:33`
`run_single`	software	healthy	`programs/co-emergence/tests/denv_scaling.py:40`
`main`	software	healthy	`programs/co-emergence/tests/denv_scaling.py:83`
`saturating`	software	healthy	`programs/co-emergence/tests/denv_scaling.py:175`
`power_law`	software	healthy	`programs/co-emergence/tests/denv_scaling.py:179`
`saturating_offset`	software	healthy	`programs/co-emergence/tests/denv_scaling.py:183`
`test_fixed_point_converges`	software	healthy	`programs/co-emergence/tests/test_toy_model_n4.py:39`
`test_no_imaginary_coherence`	software	healthy	`programs/co-emergence/tests/test_toy_model_n4.py:21`
`test_density_matrix_valid`	software	healthy	`programs/co-emergence/tests/test_toy_model_n4.py:48`
`test_has_imaginary_coherence`	software	healthy	`programs/co-emergence/tests/test_toy_model_n4.py:44`
`test_spectral_radius_below_one`	software	healthy	`programs/co-emergence/tests/test_toy_model_n4.py:55`
`test_purity_below_one`	software	healthy	`programs/co-emergence/tests/test_toy_model_n4.py:59`
`von_neumann_entropy`	software	healthy	`programs/co-emergence/tests/interference_metric.py:39`
`real_part_state`	software	healthy	`programs/co-emergence/tests/interference_metric.py:50`
`interference_relative_entropy`	software	healthy	`programs/co-emergence/tests/interference_metric.py:60`
`interference_hs`	software	healthy	`programs/co-emergence/tests/interference_metric.py:69`
`relative_entropy`	software	healthy	`programs/co-emergence/tests/interference_metric.py:78`
`align_global_phase`	software	healthy	`programs/co-emergence/tests/interference_metric.py:105`
`interference_global`	software	healthy	`programs/co-emergence/tests/interference_metric.py:111`
`interference_global_closed_form`	software	healthy	`programs/co-emergence/tests/interference_metric.py:129`
`test_n4_riemannian`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:32`
`test_n8_riemannian_all_subsystems`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:37`
`test_n16_riemannian`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:43`
`test_global_riemannian`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:47`
`test_n4_lorentzian`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:55`
`test_n8_lorentzian`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:60`
`test_global_lorentzian_sizes`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:64`
`_random_density`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:74`
`test_nonnegative_random`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:79`
`test_real_part_is_valid_density_matrix`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:86`
`test_faithfulness_zero_iff_real`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:98`
`test_relative_entropy_identity`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:112`
`test_concavity_bound_holds`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:120`
`_reduced_metric`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:131`
`test_monotone_in_theta`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:141`
`test_quadratic_at_small_theta`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:147`
`test_closed_form_matches_random`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:158`
`test_closed_form_matches_fixed_points`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:166`
`model_n4_lor`	software	healthy	`programs/co-emergence/tests/conftest.py:12`
`model_n4_riem`	software	healthy	`programs/co-emergence/tests/conftest.py:20`
`fp_n4_lor`	software	healthy	`programs/co-emergence/tests/conftest.py:28`
`fp_n4_riem`	software	healthy	`programs/co-emergence/tests/conftest.py:36`
`_make_n8_h`	software	healthy	`programs/co-emergence/tests/conftest.py:45`
`model_n8_lor`	software	healthy	`programs/co-emergence/tests/conftest.py:51`
`model_n8_riem`	software	healthy	`programs/co-emergence/tests/conftest.py:59`
`fp_n8_lor`	software	healthy	`programs/co-emergence/tests/conftest.py:67`
`fp_n8_riem`	software	healthy	`programs/co-emergence/tests/conftest.py:75`
`_make_n16_h`	software	healthy	`programs/co-emergence/tests/conftest.py:84`

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

Label	Layer	Status	Path
`AUTONOMY.md`	software	healthy	`AUTONOMY.md`
`README.md`	software	healthy	`README.md`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`LICENSE`	software	healthy	`LICENSE`
`requirements.txt`	software	healthy	`requirements.txt`
`AGENTS.md`	software	healthy	`AGENTS.md`
`METHODOLOGY.md`	software	healthy	`METHODOLOGY.md`
`EXPERIMENT.md`	software	healthy	`EXPERIMENT.md`
`scout.md`	software	healthy	`automation/routines/scout.md`
`governor.md`	software	healthy	`automation/routines/governor.md`
`worker.md`	software	healthy	`automation/routines/worker.md`
`red-team.md`	software	healthy	`automation/routines/red-team.md`
`README.md`	software	healthy	`automation/routines/README.md`
`librarian.md`	software	healthy	`automation/routines/librarian.md`
`reviewer.md`	software	healthy	`automation/routines/reviewer.md`
`responder.md`	software	healthy	`automation/routines/responder.md`
`case-studies.md`	software	healthy	`docs/case-studies.md`
`EXPERIMENTAL_PARAMETERS.md`	software	healthy	`docs/EXPERIMENTAL_PARAMETERS.md`
`agent-workflow.md`	software	healthy	`docs/agent-workflow.md`
`ARCHITECTURE.md`	software	healthy	`docs/ARCHITECTURE.md`
`EXPERIMENTAL_DATA_INDEX.md`	software	healthy	`docs/EXPERIMENTAL_DATA_INDEX.md`
`RESEARCH_FINDINGS_SYNTHESIS.md`	software	healthy	`docs/RESEARCH_FINDINGS_SYNTHESIS.md`
`EXPERIMENTS_SUMMARY.md`	software	healthy	`docs/EXPERIMENTS_SUMMARY.md`
`NOISE_KERNEL_INPUTS.md`	software	healthy	`docs/NOISE_KERNEL_INPUTS.md`
`send_email.py`	software	healthy	`scripts/send_email.py`
`require-clean-sources.sh`	software	healthy	`scripts/hooks/require-clean-sources.sh`
`README.md`	software	healthy	`programs/signature-change-boundary/README.md`
`OBJECTIVES.md`	software	healthy	`programs/signature-change-boundary/OBJECTIVES.md`
`2026-06-05-fixed-background-note.md`	software	healthy	`programs/signature-change-boundary/notes/2026-06-05-fixed-b…`
`README.md`	software	healthy	`programs/fixed-point-existence/README.md`
`OBJECTIVES.md`	software	healthy	`programs/fixed-point-existence/OBJECTIVES.md`
`2026-03-02-A1-Hs-bound-derivation.md`	software	healthy	`programs/fixed-point-existence/explorations/2026-03-02-A1-H…`
`2026-06-14-FPE1-massless-case.md`	software	healthy	`programs/fixed-point-existence/explorations/2026-06-14-FPE1…`
`README.md`	software	healthy	`programs/co-emergence/README.md`
`OBJECTIVES.md`	software	healthy	`programs/co-emergence/OBJECTIVES.md`
`denv_scaling.py`	software	healthy	`programs/co-emergence/tests/denv_scaling.py`
`test_toy_model_n4.py`	software	healthy	`programs/co-emergence/tests/test_toy_model_n4.py`
`interference_metric.py`	software	healthy	`programs/co-emergence/tests/interference_metric.py`
`test_interference_metric.py`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py`
`__init__.py`	software	healthy	`programs/co-emergence/tests/__init__.py`
`conftest.py`	software	healthy	`programs/co-emergence/tests/conftest.py`
`2026-03-04-toy-model.py`	software	healthy	`programs/co-emergence/tests/2026-03-04-toy-model.py`
`test_toy_model_n8.py`	software	healthy	`programs/co-emergence/tests/test_toy_model_n8.py`
`mixed_dimensions.py`	software	healthy	`programs/co-emergence/tests/mixed_dimensions.py`
`measure_pw_conditioning.py`	software	healthy	`programs/co-emergence/tests/measure_pw_conditioning.py`
`pw_unitarity_test.py`	software	healthy	`programs/co-emergence/tests/pw_unitarity_test.py`
`test_toy_model_n16.py`	software	healthy	`programs/co-emergence/tests/test_toy_model_n16.py`
`scaling_study.py`	software	healthy	`programs/co-emergence/tests/scaling_study.py`
`toy_model.py`	software	healthy	`programs/co-emergence/tests/toy_model.py`
`pw_emergent_unitarity.py`	software	healthy	`programs/co-emergence/tests/pw_emergent_unitarity.py`

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

Label	Layer	Status	Path
`TestN4Riemannian`	software	healthy	`programs/co-emergence/tests/test_toy_model_n4.py:13`
`TestN4Lorentzian`	software	healthy	`programs/co-emergence/tests/test_toy_model_n4.py:36`
`TestZeroOnRiemannian`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:29`
`TestPositiveOnLorentzian`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:54`
`TestProperties`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:72`
`TestThetaScaling`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:130`
`TestGlobalClosedForm`	software	healthy	`programs/co-emergence/tests/test_interference_metric.py:157`
`TestComposition`	software	healthy	`programs/co-emergence/tests/test_toy_model_n8.py:15`
`TestBornRule`	software	healthy	`programs/co-emergence/tests/test_toy_model_n8.py:68`
`TestInterference`	software	healthy	`programs/co-emergence/tests/test_toy_model_n8.py:140`
`TestThreeLevelComposition`	software	healthy	`programs/co-emergence/tests/test_toy_model_n16.py:16`
`TestCompositionN16`	software	healthy	`programs/co-emergence/tests/test_toy_model_n16.py:58`
`TestBornRuleN16`	software	healthy	`programs/co-emergence/tests/test_toy_model_n16.py:80`
`TestInterferenceN16`	software	healthy	`programs/co-emergence/tests/test_toy_model_n16.py:106`
`TestRobustness`	software	healthy	`programs/co-emergence/tests/test_toy_model_n16.py:132`
`TestDensityMatrixN16`	software	healthy	`programs/co-emergence/tests/test_toy_model_n16.py:159`
`CoEmergenceModel`	software	healthy	`programs/co-emergence/tests/toy_model.py:19`
`DerivedWeightModel`	software	healthy	`programs/co-emergence/tests/derived_weight.py:73`
`TestModeDichotomy`	software	healthy	`programs/co-emergence/tests/test_derived_weight.py:53`
`TestDerivedEqualsStipulated`	software	healthy	`programs/co-emergence/tests/test_derived_weight.py:85`
`TestPureEuclidean`	software	healthy	`programs/co-emergence/tests/test_derived_weight.py:118`
`TestPureLorentzian`	software	healthy	`programs/co-emergence/tests/test_derived_weight.py:138`
`TestRealPolarization`	software	healthy	`programs/co-emergence/tests/test_derived_weight.py:194`
`TestConjugation`	software	healthy	`programs/co-emergence/tests/test_derived_weight.py:222`
`Reference`	software	healthy	`tools/verify_citations.py:84`

Label	Layer	Status	Path
`automation`	software	healthy	`automation`
`routines`	software	healthy	`automation/routines`
`docs`	software	healthy	`docs`
`scripts`	software	healthy	`scripts`
`hooks`	software	healthy	`scripts/hooks`
`programs`	software	healthy	`programs`
`signature-change-boundary`	software	healthy	`programs/signature-change-boundary`
`notes`	software	healthy	`programs/signature-change-boundary/notes`
`fixed-point-existence`	software	healthy	`programs/fixed-point-existence`
`explorations`	software	healthy	`programs/fixed-point-existence/explorations`
`co-emergence`	software	healthy	`programs/co-emergence`
`tests`	software	healthy	`programs/co-emergence/tests`
`explorations`	software	healthy	`programs/co-emergence/explorations`
`gaussian-gravitational-decoherence`	software	healthy	`programs/gaussian-gravitational-decoherence`
`.claude`	software	healthy	`.claude`
`tests`	software	healthy	`.claude/tests`
`citation-claim-support`	software	healthy	`.claude/tests/citation-claim-support`
`commands`	software	healthy	`.claude/commands`
`tools`	software	healthy	`tools`
`metrics`	software	healthy	`metrics`
`.github`	software	healthy	`.github`
`workflows`	software	healthy	`.github/workflows`
`explorations`	software	healthy	`explorations`
`governance`	software	healthy	`explorations/governance`

Label	Layer	Status	Path
`evaluate`	cicd	healthy	`.github/workflows/constitution-guard.yml`
`dispatch-responder`	cicd	healthy	`.github/workflows/autonomy-event-dispatch.yml`
`dispatch-reviewer`	cicd	healthy	`.github/workflows/autonomy-event-dispatch.yml`
`alert`	cicd	healthy	`.github/workflows/breakthrough-alert.yml`
`digest`	cicd	healthy	`.github/workflows/digest.yml`
`changes`	cicd	healthy	`.github/workflows/semantic-review.yml`
`claim-support`	cicd	healthy	`.github/workflows/semantic-review.yml`
`probe`	cicd	healthy	`.github/workflows/autonomy-identity-probe.yml`
`dependabot`	cicd	healthy	`.github/workflows/automerge.yml`
`changes`	cicd	healthy	`.github/workflows/build-papers.yml`
`pdflatex`	cicd	healthy	`.github/workflows/build-papers.yml`
`scout`	cicd	healthy	`.github/workflows/autonomy-scout.yml`
`governor`	cicd	healthy	`.github/workflows/autonomy-governor.yml`
`reviewer`	cicd	healthy	`.github/workflows/autonomy-reviewer.yml`
`evaluate`	cicd	healthy	`.github/workflows/quorum-gate.yml`
`librarian`	cicd	healthy	`.github/workflows/autonomy-librarian.yml`
`responder`	cicd	healthy	`.github/workflows/autonomy-responder.yml`
`pytest`	cicd	healthy	`.github/workflows/tests.yml`
`run`	cicd	healthy	`.github/workflows/autonomy-routine.yml`
`collect`	cicd	healthy	`.github/workflows/metrics.yml`
`changes`	cicd	healthy	`.github/workflows/verify-citations.yml`
`verify`	cicd	healthy	`.github/workflows/verify-citations.yml`
`worker`	cicd	healthy	`.github/workflows/autonomy-worker.yml`
`red-team`	cicd	healthy	`.github/workflows/autonomy-red-team.yml`

Label	Layer	Status	Path
`gha::constitution-guard`	cicd	healthy	`.github/workflows/constitution-guard.yml`
`gha::autonomy-event-dispatch`	cicd	healthy	`.github/workflows/autonomy-event-dispatch.yml`
`gha::breakthrough-alert`	cicd	healthy	`.github/workflows/breakthrough-alert.yml`
`gha::digest`	cicd	healthy	`.github/workflows/digest.yml`
`gha::semantic-review`	cicd	healthy	`.github/workflows/semantic-review.yml`
`gha::autonomy-identity-probe`	cicd	healthy	`.github/workflows/autonomy-identity-probe.yml`
`gha::automerge`	cicd	healthy	`.github/workflows/automerge.yml`
`gha::build-papers`	cicd	healthy	`.github/workflows/build-papers.yml`
`gha::autonomy-scout`	cicd	healthy	`.github/workflows/autonomy-scout.yml`
`gha::autonomy-governor`	cicd	healthy	`.github/workflows/autonomy-governor.yml`
`gha::autonomy-reviewer`	cicd	healthy	`.github/workflows/autonomy-reviewer.yml`
`gha::quorum-gate`	cicd	healthy	`.github/workflows/quorum-gate.yml`
`gha::autonomy-librarian`	cicd	healthy	`.github/workflows/autonomy-librarian.yml`
`gha::autonomy-responder`	cicd	healthy	`.github/workflows/autonomy-responder.yml`
`gha::tests`	cicd	healthy	`.github/workflows/tests.yml`
`gha::autonomy-routine`	cicd	healthy	`.github/workflows/autonomy-routine.yml`
`gha::metrics`	cicd	healthy	`.github/workflows/metrics.yml`
`gha::verify-citations`	cicd	healthy	`.github/workflows/verify-citations.yml`
`gha::autonomy-worker`	cicd	healthy	`.github/workflows/autonomy-worker.yml`
`gha::autonomy-red-team`	cicd	healthy	`.github/workflows/autonomy-red-team.yml`

Label	Layer	Status	Path
`port:07`	network	healthy	`.github/workflows/digest.yml`
`port:03`	network	healthy	`.github/workflows/autonomy-scout.yml`
`port:05`	network	healthy	`.github/workflows/autonomy-governor.yml`
`port:09`	network	healthy	`.github/workflows/autonomy-governor.yml`
`port:17`	network	healthy	`.github/workflows/autonomy-reviewer.yml`
`port:06`	network	healthy	`.github/workflows/autonomy-reviewer.yml`
`port:18`	network	healthy	`.github/workflows/autonomy-reviewer.yml`
`port:04`	network	healthy	`.github/workflows/autonomy-responder.yml`
`port:08`	network	healthy	`.github/workflows/autonomy-red-team.yml`

Label	Layer	Status	Path
`AUTONOMY_BOT_PAT`	cicd	healthy	`—`
`SMTP_PASSWORD`	cicd	healthy	`—`
`GITHUB_TOKEN`	cicd	healthy	`—`
`SMTP_USERNAME`	cicd	healthy	`—`
`CLAUDE_CODE_OAUTH_TOKEN`	cicd	healthy	`—`

Label	Layer	Status	Path
`repobility-clone-rj3fx6fz`	software	healthy	`/tmp/repobility-clone-rj3fx6fz`

For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.

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willregelmann/self-consistency

Complete repo analysis

function 50+

file 50+

class 25

directory 24

job 24

pipeline 20

port 9

env_var 5

repo 1