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upside2002-maker/ai-dev-system-

https://github.com/upside2002-maker/ai-dev-system- · scanned 2026-06-16 00:46 UTC (2 months, 1 week ago)

42 raw signals (0 security + 42 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 42 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
86.8
/100
Security checks
87
0 findings
System graph
87
77.8% cov · 42 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 0 Medium 5 Low 34 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 42 Crowd 0 Layer: Software 27 Frontend 1 Security 1 Cicd 1 Quality 12
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Scan summary Repository scanned at 86.8/100 with 77.8% coverage. It contains 1281 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 42 findings — concentrated in software (27), quality (12), frontend (1). Risk profile is low: 0 critical, 0 high, 5 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 39 of 42 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: CLAUDE.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
CLAUDE.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license, ci. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
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 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
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 73 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 Tests conf 1.00 Low test-to-source ratio
1 tests / 5 src (ratio 0.20).
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/aida_kernel.py:main, scripts/aida_claim.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 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: build
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:255
low System graph software Dead code conf 1.00 Possibly dead Python function: build_requested
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:727
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_accept
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:516
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_adapters
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_kernel.py:675
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_builtin_covers
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_capabilities.py:101
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_check
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:1248
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_contradict
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:583
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_decision
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:538
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_eval
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_kernel.py:647
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_eval
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_claim.py:322
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_fact
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:439
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_field
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_registry.py:94
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_gate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_kernel.py:611
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_gate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_claim.py:336
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_has
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_registry.py:116
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_inbox
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:254
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_kinds
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_claim.py:349
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_promote
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:447
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_show
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:923
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_slugs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_registry.py:88
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_stale
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:531
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_status
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_capabilities.py:91
low System graph software Dead code conf 1.00 Possibly dead Python function: show_actions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:776
low System graph software Dead code conf 1.00 Possibly dead Python function: show_contradictions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:900
low System graph software Dead code conf 1.00 Possibly dead Python function: show_decisions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:856
low System graph software Dead code conf 1.00 Possibly dead Python function: show_facts
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:821
low System graph software Dead code conf 1.00 Possibly dead Python function: show_inbox
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/aida_ledger.py:885
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/aida_ledger.py (1383 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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