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Vambrocop/Researchforge

https://github.com/Vambrocop/Researchforge · scanned 2026-06-16 00:47 UTC (2 months, 1 week ago)

23 raw signals (0 security + 23 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 23 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Combined
72.8
/100
Security checks
73
0 findings
System graph
73
77.8% cov · 23 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
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Severity: Critical 0 High 4 Medium 4 Low 12 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 23 Crowd 0 Layer: Frontend 1 Security 6 Cicd 1 Quality 9 Api 6

All 625 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
_entry software healthy tests/test_multinomial_logit.py:16
test_multinomial_logit_executor software healthy tests/test_multinomial_logit.py:27
test_multinomial_logit_precondition_unmet software healthy tests/test_multinomial_logit.py:53
test_catalog_loads_logistic_regression software healthy tests/test_statistics.py:19
_make_binary_csv software healthy tests/test_statistics.py:31
_make_no_binary_csv software healthy tests/test_statistics.py:43
test_logistic_feasible_with_binary_column software healthy tests/test_statistics.py:54
test_logistic_infeasible_without_binary_column software healthy tests/test_statistics.py:62
_make_logistic_csv software healthy tests/test_statistics.py:75
test_executor_logistic_regression_outputs software healthy tests/test_statistics.py:87
test_catalog_loads_group_comparison software healthy tests/test_statistics.py:106
_make_group_csv software healthy tests/test_statistics.py:115
_make_all_continuous_csv software healthy tests/test_statistics.py:128
test_group_comparison_feasible_with_group_column software healthy tests/test_statistics.py:140
test_group_comparison_infeasible_without_group_column software healthy tests/test_statistics.py:148
test_executor_group_comparison_two_groups software healthy tests/test_statistics.py:157
_catalog_ids software healthy tests/test_catalog_consistency.py:18
test_every_catalog_id_has_executor_branch software healthy tests/test_catalog_consistency.py:26
test_no_duplicate_catalog_ids software healthy tests/test_catalog_consistency.py:33
test_catalog_nonempty software healthy tests/test_catalog_consistency.py:39
_entry software healthy tests/test_rarefaction.py:16
test_rarefaction_executor software healthy tests/test_rarefaction.py:27
test_rarefaction_precondition_unmet software healthy tests/test_rarefaction.py:58
_entry software healthy tests/test_cna.py:18
test_cna_crisp_recovers_structure software healthy tests/test_cna.py:26
test_cna_fuzzy_continuous software healthy tests/test_cna.py:47
test_cna_too_few_factors_degrades software healthy tests/test_cna.py:63
_entry software healthy tests/test_topsis.py:16
test_topsis_ranks_dominant_alternative_first software healthy tests/test_topsis.py:27
test_topsis_precondition_unmet software healthy tests/test_topsis.py:54
test_score_candidate_dimensions software healthy tests/test_discover.py:12
test_discover_ranks_and_dedupes_against_catalog software healthy tests/test_discover.py:22
fetch software healthy tests/test_discover.py:24
test_discover_seed_is_ranked_desc_and_excludes_existing software healthy tests/test_discover.py:36
ids_of software healthy tests/test_discover.py:50
test_ingest_skill_and_markdown software healthy tests/test_ingestion.py:4
test_ingest_empty_inbox software healthy tests/test_ingestion.py:27
test_infer_kind software healthy tests/test_profiler.py:19
test_profile_detects_panel software healthy tests/test_profiler.py:23
_entry software healthy tests/test_permanova.py:16
test_permanova_significant software healthy tests/test_permanova.py:27
test_permanova_null software healthy tests/test_permanova.py:70
test_permanova_precondition_no_group software healthy tests/test_permanova.py:99
test_permanova_precondition_continuous_only software healthy tests/test_permanova.py:113
_entry software healthy tests/test_efa.py:16
test_efa_recovers_two_factors software healthy tests/test_efa.py:27
test_efa_precondition_unmet software healthy tests/test_efa.py:58
_entry software healthy tests/test_diversity.py:16
test_diversity_executor software healthy tests/test_diversity.py:27
test_diversity_known_values software healthy tests/test_diversity.py:44

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

LabelLayerStatusPath
README.md software healthy README.md
CLAUDE.md software healthy CLAUDE.md
pyproject.toml software healthy pyproject.toml
test_multinomial_logit.py software healthy tests/test_multinomial_logit.py
test_statistics.py software healthy tests/test_statistics.py
test_catalog_consistency.py software healthy tests/test_catalog_consistency.py
test_rarefaction.py software healthy tests/test_rarefaction.py
test_cna.py software healthy tests/test_cna.py
test_topsis.py software healthy tests/test_topsis.py
test_discover.py software healthy tests/test_discover.py
test_ingestion.py software healthy tests/test_ingestion.py
test_profiler.py software healthy tests/test_profiler.py
test_permanova.py software healthy tests/test_permanova.py
test_efa.py software healthy tests/test_efa.py
test_diversity.py software healthy tests/test_diversity.py
test_dea.py software healthy tests/test_dea.py
test_smoke.py software healthy tests/test_smoke.py
test_meta_regression.py software healthy tests/test_meta_regression.py
test_random_effects.py software healthy tests/test_random_effects.py
test_gam.py software healthy tests/test_gam.py
test_local_moran.py software healthy tests/test_local_moran.py
test_causal_forest.py software healthy tests/test_causal_forest.py
test_glmm.py software healthy tests/test_glmm.py
test_scoring.py software healthy tests/test_scoring.py
test_meta_analysis.py software healthy tests/test_meta_analysis.py
test_qca_necessity.py software healthy tests/test_qca_necessity.py
test_quality.py software healthy tests/test_quality.py
test_dynamic_panel_gmm.py software healthy tests/test_dynamic_panel_gmm.py
test_synthetic_control.py software healthy tests/test_synthetic_control.py
test_config.py software healthy tests/test_config.py
test_quantile_regression.py software healthy tests/test_quantile_regression.py
test_nca.py software healthy tests/test_nca.py
test_poisson.py software healthy tests/test_poisson.py
test_idw.py software healthy tests/test_idw.py
test_fsqca.py software healthy tests/test_fsqca.py
test_mcda_methods.py software healthy tests/test_mcda_methods.py
test_csqca.py software healthy tests/test_csqca.py
test_getis_ord.py software healthy tests/test_getis_ord.py
test_var_granger.py software healthy tests/test_var_granger.py
test_cleaning.py software healthy tests/test_cleaning.py
test_pca.py software healthy tests/test_pca.py
test_executor.py software healthy tests/test_executor.py
test_differential_abundance.py software healthy tests/test_differential_abundance.py
test_novelty.py software healthy tests/test_novelty.py
test_sfa.py software healthy tests/test_sfa.py
test_timeseries.py software healthy tests/test_timeseries.py
test_recommender.py software healthy tests/test_recommender.py
test_catalog.py software healthy tests/test_catalog.py
test_xgboost.py software healthy tests/test_xgboost.py
test_cli.py software healthy tests/test_cli.py

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

LabelLayerStatusPath
tests software healthy tests
docs software healthy docs
superpowers software healthy docs/superpowers
plans software healthy docs/superpowers/plans
specs software healthy docs/superpowers/specs
analysis-catalog software healthy docs/analysis-catalog
scripts software healthy scripts
meta_collection software healthy meta_collection
skills_inbox software healthy skills_inbox
benchmark software healthy benchmark
results software healthy benchmark/results
.claude software healthy .claude
agents software healthy .claude/agents
skills software healthy .claude/skills
add-analysis software healthy .claude/skills/add-analysis
researchforge software healthy researchforge
cleaning software healthy researchforge/cleaning
catalog software healthy researchforge/catalog
entries software healthy researchforge/catalog/entries
candidate_queue software healthy researchforge/catalog/candidate_queue
profiler software healthy researchforge/profiler
ingestion software healthy researchforge/ingestion
benchmark software healthy researchforge/benchmark
web software healthy researchforge/web
static software healthy researchforge/web/static
recommender software healthy researchforge/recommender
executor software healthy researchforge/executor

LabelLayerStatusPath
CleaningStep software healthy researchforge/cleaning/plan.py:21
MethodCandidate software healthy researchforge/catalog/discover.py:75
Catalog software healthy researchforge/catalog/registry.py:15
Precondition software healthy researchforge/catalog/schema.py:14
AnalysisEntry software healthy researchforge/catalog/schema.py:31
CatalogCandidate software healthy researchforge/catalog/candidates.py:25
ColumnInfo software healthy researchforge/profiler/fingerprint.py:21
Issue software healthy researchforge/profiler/fingerprint.py:29
DataFingerprint software healthy researchforge/profiler/fingerprint.py:39
IngestedItem software healthy researchforge/ingestion/ingest.py:22
BenchmarkCase software healthy researchforge/benchmark/cases.py:19
BenchmarkReport software healthy researchforge/benchmark/run.py:20
RunRequest software healthy researchforge/web/app.py:54
FileRequest software healthy researchforge/web/app.py:59
RigorVerdict software healthy researchforge/recommender/rigor.py:17
Recommendation software healthy researchforge/recommender/recommend.py:18
MethodologyScore software healthy researchforge/recommender/scoring.py:63
NoveltyHint software healthy researchforge/recommender/novelty.py:14
RunResult software healthy researchforge/executor/run.py:20

LabelLayerStatusPath
GET / api healthy researchforge/web/app.py
POST /api/analyze api healthy researchforge/web/app.py
POST /api/clean api healthy researchforge/web/app.py
POST /api/reanalyze api healthy researchforge/web/app.py
POST /api/run api healthy researchforge/web/app.py
GET /api/download/{run_name} api healthy researchforge/web/app.py

LabelLayerStatusPath
repobility-clone-pk_g22bi software healthy /tmp/repobility-clone-pk_g22bi

LabelLayerStatusPath
127.0.0.1 network healthy researchforge/cli.py
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