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tedthizzy/ai-bubble

https://github.com/tedthizzy/ai-bubble · scanned 2026-06-16 00:31 UTC (2 months, 2 weeks ago)

87 raw signals (5 security + 82 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 70 actionable findings from 2 signal sources. 23 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
73.8
/100
Security checks
74
3 findings
System graph
74
88.9% cov · 67 findings
Critical
2
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 2 High 1 Medium 9 Low 46 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 3 System graph 67 Crowd 0 Layer: Quality 39 Security 6 Software 20 Hardware 1 Frontend 1 Cicd 3
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Scan summary Repository scanned at 73.8/100 with 88.9% coverage. It contains 3640 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 82 findings — concentrated in quality (52), software (20), security (5). Risk profile is high: 1 critical, 0 high, 8 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 58 of 70 actionable findings. 93 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical Security checks security auth conf 0.78 3 occurrences Foundry mined security auth guardrail gaps: tedthizzy/ai-bubble
Graph query export: Security/auth changes without enough guardrails Query id: security_auth_guardrail_gaps Query type: motif_query Intent: Assumption-check security/auth examples requiring stronger tests or CI. Motif: security_auth_without_guardrails Training usage: assumption_check Graph gold labe…
3 occurrences
repo-level (3 hits)
critical System graph security Secrets conf 1.00 Possible secret in scripts/install_gds_neo4j_desktop.sh
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
scripts/install_gds_neo4j_desktop.sh:47
high Security checks quality Practices conf 0.84 4 occurrences Foundry mined bad chains: tedthizzy/ai-bubble
Comment chain pattern product: bad_chains Repo: tedthizzy/ai-bubble Thread: tedthizzy/ai-bubble#4 Outcome: not_resolved_or_not_observed Thread label: thread_has_human_issue_without_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifacts, source_grap…
4 occurrences
repo-level (4 hits)
medium Security checks quality Practices conf 0.70 4 occurrences Foundry mined unresolved feedback: tedthizzy/ai-bubble
Graph query export: Human feedback without linked fix evidence Query id: unresolved_feedback Query type: motif_query Intent: Negative/unresolved examples that should not be hallucinated into fixes. Motif: unlinked_feedback_needs_evidence Training usage: negative_or_unresolved Graph gold label: need…
4 occurrences
repo-level (4 hits)
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
astral-sh/setup-uv@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/ci.yml:18 CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/refresh-and-deploy.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in viz/index.html:197
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
viz/index.html:197 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in viz/track_record.html:102
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
viz/track_record.html:102 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'weak_hash' in viz/graph_data.json:1
Found a known-risky pattern (weak_hash). Review and replace if possible.
viz/graph_data.json:1 Weak hash
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/bubble/cli.py:63
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
low System graph hardware Coverage conf 1.00 Containers defined but no K8s/orchestration manifest found
Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.
Deployment
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 223 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/deploy-pages@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/refresh-and-deploy.yml:60 CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 16 places
Functions with the same first-5-line body hash: src/bubble/ingestion/satellite.py:load_satellite_observations, src/bubble/analysis/equipment_bottlenecks.py:load_equipment_bottlenecks, src/bubble/analysis/demand_side.py:load_demand_side, src/bubble/analysis/power_exposure.py:load_power_exposure Thi…
duplicatesduplication
low System graph quality Integrity conf 1.00 13 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/check_direct_tier_economic_event_duplicates.py:to_row, scripts/check_direct_tier_debt_card_alignment.py:to_row This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or d…
13 occurrences
repo-level (13 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: scripts/check_mixed_evidence_collisions.py:main, scripts/check_direct_tier_economic_event_duplicates.py:main, scripts/check_direct_tier_debt_card_alignment.py:main This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see htt…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: src/bubble/analysis/capital_structure.py:to_dict, src/bubble/analysis/capital_structure.py:to_dict, src/bubble/analysis/capital_structure.py:to_dict, src/bubble/analysis/capital_structure.py:to_dict This is *the* AI-coder failure mode (4× more duplic…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: scripts/build_weak_links.py:main, scripts/build_capital_exposure_graph.py:main, scripts/build_timing_signals.py:main, scripts/build_review_queue.py:main This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/…
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `deterministic_edgar_agreement_v1` in src/bubble/ingestion/edgar/document_acquisition.py:807
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `deterministic_edgar_agreement_v1` in tests/analysis/test_capital_structure.py:203
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `deterministic_edgar_agreement_v1` in tests/analysis/test_review_queue.py:40
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `deterministic_facility_location_name_v1` in src/bubble/ingestion/physical/record_matching.py:494
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `deterministic_name_party_location_capacity_v1` in src/bubble/ingestion/physical/queue_matching.py:467
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `explicit_debt_tranche_context_v1` in tests/ingestion/test_edgar_document_acquisition.py:413
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `extract_deals_and_risks_v1` in src/bubble/extraction/llm.py:97
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `ferc_entities_to_ppas_v1` in src/bubble/ingestion/capital/ppa_extraction.py:218
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in src/bubble/models/base.py:112
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: decide
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/orchestration/langgraph_agents/edgar_extraction_flow.py:58
low System graph software Dead code conf 1.00 Possibly dead Python function: equipment_for
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/ingestion/physical/loader.py:77
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_data
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/orchestration/langgraph_agents/edgar_extraction_flow.py:29
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_data
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/ingestion/sources/ferc.py:179
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_endtag
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/ingestion/sources/ferc.py:175
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_starttag
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/ingestion/sources/ferc.py:170
low System graph software Dead code conf 1.00 Possibly dead Python function: is_ecosystem_deal
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/analysis/ecosystem_scope.py:247
low System graph software Dead code conf 1.00 Possibly dead Python function: is_high_severity
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/models/risk.py:69
low System graph software Dead code conf 1.00 Possibly dead Python function: llm_extract
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/orchestration/langgraph_agents/edgar_extraction_flow.py:37
low System graph software Dead code conf 1.00 Possibly dead Python function: load_edges
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/analysis/circular_financing.py:66
low System graph software Dead code conf 1.00 Possibly dead Python function: observations_for
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/ingestion/physical/loader.py:80
low System graph software Dead code conf 1.00 Possibly dead Python function: permits_for
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/ingestion/physical/loader.py:74
low System graph software Dead code conf 1.00 Possibly dead Python function: primary_counterparty
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/models/deal.py:80
low System graph software Dead code conf 1.00 Possibly dead Python function: progress
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/acquire_edgar_documents.py:33
low System graph software Dead code conf 1.00 Possibly dead Python function: progress
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/build_edgar_exhibit_manifest.py:29
low System graph software Dead code conf 1.00 Possibly dead Python function: queue_items_for
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/ingestion/physical/loader.py:71
low System graph software Dead code conf 1.00 Possibly dead Python function: run_edgar_extraction
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/orchestration/langgraph_agents/edgar_extraction_flow.py:90
low System graph software Dead code conf 1.00 Possibly dead Python function: summarize_collateral_name_sanity
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/quality/collateral_name_sanity.py:48
low System graph software Dead code conf 1.00 Possibly dead Python function: to_tranche_csv_row
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/ingestion/edgar/document_acquisition.py:284
low System graph software Dead code conf 1.00 Possibly dead Python function: with_human_override
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bubble/models/base.py:105
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph quality Complexity conf 1.00 Very large file: scripts/generate_final_burry_report.py (5019 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/bubble/analysis/capital_exposure_graph.py (2597 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/bubble/analysis/materiality_adjudication_results.py (3809 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/bubble/analysis/review_queue.py (1309 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/bubble/ingestion/compute/edgar_extraction.py (1465 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/bubble/ingestion/edgar/document_acquisition.py (2539 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/analysis/test_materiality_adjudication.py (7658 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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