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

salus-ryan/opencodeprojects

https://github.com/salus-ryan/opencodeprojects · scanned 2026-06-16 00:00 UTC (2 months, 3 weeks ago)

29 raw signals (4 security + 25 graph)

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

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 29 actionable findings from 2 signal sources. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
94.4
/100
Security checks
94
4 findings
System graph
94
66.7% cov · 25 findings
Critical
1
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 1 High 2 Medium 7 Low 17 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 4 System graph 25 Crowd 0 Layer: Quality 14 Software 11 Frontend 1 Security 2 Cicd 1
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 94.4/100 with 66.7% coverage. It contains 153 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 25 findings — concentrated in software (11), quality (10), security (2). Risk profile is low: 0 critical, 0 high, 6 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 27 of 29 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical Security checks quality Practices conf 0.82 Foundry mined mock as real or placeholder: salus-ryan/opencodeprojects
Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real Query id: mock_as_real_or_placeholder Query type: motif_query Intent: Hard negatives for fake completeness and missing real data paths. Motif: mock_as_real_or_placeholder Training usage: hard_negative Graph gol…
high Security checks quality Practices conf 0.84 Foundry mined bad chains: salus-ryan/opencodeprojects
Comment chain pattern product: bad_chains Repo: salus-ryan/opencodeprojects Thread: salus-ryan/opencodeprojects#1 Outcome: self_attested_unverified Thread label: thread_has_human_issue_and_fix_context Source graph label: source_artifact_without_verification_graph Reasons: source_graph_has_real_arti…
high Security checks quality Testing conf 0.78 Foundry mined test ci gap after feedback: salus-ryan/opencodeprojects
Graph query export: Feedback exposes missing tests or CI Query id: test_ci_gap_after_feedback Query type: motif_query Intent: Hard negatives for feedback/fix chains without adequate guardrails. Motif: test_ci_gap_after_feedback Training usage: hard_negative Graph gold label: supported_by_high_confi…
medium Security checks quality maintenance conf 0.70 Foundry mined blueprint gap alignment: salus-ryan/opencodeprojects
Graph query export: Human feedback aligned with blueprint or architecture gaps Query id: blueprint_gap_alignment Query type: motif_query Intent: Curriculum-gap examples connecting issue threads to helicopter-view gaps. Motif: blueprint_gap_alignment Training usage: curriculum_gap Graph gold label: …
medium System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in skills/bbid/bbid.py:29
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
skills/bbid/bbid.py:29 Subprocess shell true
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 cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Placeholder conf 1.00 Runtime service client appears to use placeholder configuration
A runtime source file appears to wire Supabase/Firebase/AI/payment-style clients to placeholder URLs, keys, or fallback values. In the Fable corpus this often means the UI/API shape is present while the backend service is not actually configured.
Runtime configService clientGenerated repo pattern
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 10 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Integrity conf 1.00 22 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `CASCADE_BIG_MODEL`, `CASCADE_DRAFT_MODEL`, `CASCADE_MAX_COST_USD`, `CASCADE_MAX_TOKENS`, `CASCADE_THRESHOLD`, `EMAIL_MAX_BODY_CHARS`, `FABLE_AUDIT_DIR`, `FABLE_AUDIT_RETENTION_DAYS` + 14 more. Add them (with a placeholder/comment) to .env.example …
config drift
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 42 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 quality Integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: skills/xmpp-send/xmpp-send.py:main, skills/xmpp-register/xmpp-register.py:main 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.
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: skills/swarm/swarm.py:load_key, skills/xmpp-agent-bridge/xmpp-agent-bridge.py:load_key, skills/cascade/cascade.py:load_key This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate …
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 software Dead code conf 1.00 Possibly dead Python function: do_DELETE
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
proxy/audit_proxy.py:428
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/key-prompt-server.py:146
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.
proxy/audit_proxy.py:377
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/key-prompt-server.py:154
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.
proxy/audit_proxy.py:396
low System graph software Dead code conf 1.00 Possibly dead Python function: do_PUT
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
proxy/audit_proxy.py:425
low System graph software Dead code conf 1.00 Possibly dead Python function: do_register
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/xmpp-register/xmpp-register.py:17
low System graph software Dead code conf 1.00 Possibly dead Python function: go
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/xmpp-send/xmpp-send.py:20
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/key-prompt-server.py:143
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.
proxy/audit_proxy.py:348
low System graph software Dead code conf 1.00 Possibly dead Python function: rotation_loop
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
proxy/audit_proxy.py:517
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
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/00b87ac6-fa52-42a8-801d-d54aaffba19e/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/00b87ac6-fa52-42a8-801d-d54aaffba19e/

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.