Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo

Chris97924/Parallax-Kernel

https://github.com/Chris97924/Parallax-Kernel · scanned 2026-06-17 01:23 UTC (1 month, 2 weeks ago)

95 raw signals (0 security + 95 graph)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ +12.0 (diff) · 84 actionable findings from 1 signal source. 11 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
88.7
/100
Security checks
89
0 findings
System graph
89
88.9% cov · 84 findings
Critical
0
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 0 High 4 Medium 6 Low 38 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 84 Crowd 0 Layer: Software 10 Network 2 Hardware 1 Security 6 Quality 65
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 88.7/100 with 88.9% coverage. It contains 4372 nodes across 15 cross-layer flows, written primarily in mixed languages. Engine surfaced 95 findings — concentrated in quality (75), software (10), security (6). Risk profile is high: 0 critical, 4 high, 6 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 48 of 84 actionable findings. 95 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.

high System graph security auth conf 1.00 FastAPI POST `post_backfill` without auth dependency — parallax/server/routes/backfill.py:26
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
parallax/server/routes/backfill.py:26 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `post_event` without auth dependency — parallax/server/routes/event.py:26
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
parallax/server/routes/event.py:26 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `post_ingest_claim` without auth dependency — parallax/server/routes/ingest.py:91
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
parallax/server/routes/ingest.py:91 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `post_ingest_memory` without auth dependency — parallax/server/routes/ingest.py:39
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
parallax/server/routes/ingest.py:39 securityAuth fastapi unauth mutation
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 security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in parallax/server/viewer.py:127
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
parallax/server/viewer.py:127 Direct innerhtml assignment
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
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 12 placeholder/mock markers across 9 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph network Security conf 1.00 Privileged port 10 in use
Port 10 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
scripts/burn-in-monitor.sh Ports
medium System graph network Security conf 1.00 Privileged port 2 in use
Port 2 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
scripts/burn-in-monitor.sh Ports
low System graph quality Integrity conf 1.00 31 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `ANTHROPIC_API_KEY`, `AWS_ENDPOINT_URL`, `CROSSWALK_BACKFILL_BATCH_LIMIT`, `DISCORD_WEBHOOK`, `DUAL_READ`, `DUAL_READ_LOG_DIR`, `GMAIL_SMTP_HOST`, `GMAIL_SMTP_PORT` + 23 more. Add them (with a placeholder/comment) to .env.example so onboarding does…
config drift
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 143 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 hardware Supply chain conf 1.00 2 occurrences Docker base image is tag-pinned but not digest-pinned: python:3.11-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
lines 3, 14
Dockerfile:3, 14 (2 hits)
containersPinned dependencies
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 10 places
Functions with the same first-5-line body hash: parallax/migrations/m0010_memory_cards.py:up, parallax/migrations/m0005_claim_metadata_fk.py:up, parallax/migrations/m0002_events_append_only.py:up, parallax/migrations/m0011_crosswalk.py:up This is *the* AI-coder failure mode (4× more duplication in…
duplicatesduplication
low System graph quality Integrity conf 1.00 9 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: plugins/parallax-session-hook/hook.py:enqueue, parallax/wal.py:enqueue This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
9 occurrences
repo-level (9 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: parallax/retrieval/embeddings.py:embed, parallax/retrieval/embeddings.py:embed, parallax/retrieval/embeddings.py:embed This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or d…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: parallax/canary/triggers.py:record, parallax/canary/triggers.py:record, parallax/canary/triggers.py:record, parallax/canary/triggers.py:record This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hy…
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: parallax/canary/triggers.py:evaluate, parallax/canary/triggers.py:evaluate, parallax/canary/triggers.py:evaluate, parallax/canary/triggers.py:evaluate This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 7 places
Functions with the same first-5-line body hash: parallax/canary/triggers.py:reset, parallax/canary/triggers.py:reset, parallax/canary/triggers.py:reset, parallax/canary/triggers.py:reset This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygien…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_evict_old` in parallax/router/circuit_breaker.py:114
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 `claim_metadata_old` in parallax/migrations/m0005_claim_metadata_fk.py:52
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 `create_backup` in parallax/cli.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 `create_backup` in parallax/restore.py:3
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 `create_backup` in tests/test_backup_cloud.py:21
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 `create_backup` in tests/test_backup_restore.py:21
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 `events_old` in parallax/migrations/m0006_events_session_id.py:42
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 `laned3_seed_v1` in tests/router/test_backfill_runner.py:55
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 `laned3_seed_v1` in tests/router/test_real_adapter_integration.py:123
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 `restore_backup` in parallax/backup.py:19
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 `schema_v2` in eval/longmemeval/ablate_fallback.py:26
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 `schema_v2` in eval/longmemeval/sweep_thresholds.py:30
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 `schema_v2` in tests/smoke/test_pipeline_v2.py:14
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 `utils_v2` in parallax/hooks.py:77
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 `utils_v2` in parallax/retrieve.py:327
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 `utils_v2` in tests/test_retrieve_api.py:236
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 `write_run_report_v2` in eval/longmemeval/schema_v2.py:52
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: all_triggers
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
parallax/canary/triggers.py:355
low System graph software Dead code conf 1.00 Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/discord-relay.py:136
low System graph software Dead code conf 1.00 Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/gmail-smtp-relay.py:354
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/discord-relay.py:99
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/gmail-smtp-relay.py:287
low System graph software Dead code conf 1.00 Possibly dead Python function: dump_via_memories
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/longmemeval/store.py:91
low System graph software Dead code conf 1.00 Possibly dead Python function: force_running
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
parallax/canary/rollback.py:311
low System graph software Dead code conf 1.00 Possibly dead Python function: iter_stage
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
parallax/canary/outcomes.py:230
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/discord-relay.py:145
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/gmail-smtp-relay.py:360
low System graph quality Complexity conf 1.00 Very large file: tests/apex/test_audit_db.py (1342 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/integration/test_m6_ingest_pipeline.py (1905 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/37a80445-3e2c-4ee2-8be9-943fb35563ec/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/37a80445-3e2c-4ee2-8be9-943fb35563ec/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.