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RamiAltai/agentman

https://github.com/RamiAltai/agentman · scanned 2026-06-15 23:46 UTC (2 months, 4 weeks ago)

22 raw signals (10 security + 12 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 4 weeks ago · v1 · 18 actionable findings from 2 signal sources. 15 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
98.1
/100
Security checks
98
6 findings
System graph
98
77.8% cov · 12 findings
Critical
1
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 1 High 3 Medium 6 Low 5 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 6 System graph 12 Crowd 0 Layer: Quality 14 Security 3 Frontend 1
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Scan summary Repository scanned at 98.1/100 with 77.8% coverage. It contains 213 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 12 findings — concentrated in quality (9), security (2), frontend (1). Risk profile is high: 0 critical, 1 high, 3 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 14 of 18 actionable findings. 33 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 Foundry mined security auth guardrail gaps: RamiAltai/agentman
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…
high Security checks quality Practices conf 0.80 2 occurrences Foundry mined docs only runtime fix: RamiAltai/agentman
Graph query export: Docs-only response to runtime or integration issue Query id: docs_only_runtime_fix Query type: motif_query Intent: Assumption-check examples where docs or claims are not enough proof. Motif: docs_only_runtime_fix Training usage: assumption_check Graph gold label: weak_supervisio…
2 occurrences
repo-level (2 hits)
high Security checks quality Quality conf 0.76 5 occurrences Foundry mined schema ui api mismatch: RamiAltai/agentman
Graph query export: Schema, UI, and API mismatch Query id: schema_ui_api_mismatch Query type: motif_query Intent: Assumption-check examples for data-path consistency across layers. Motif: schema_ui_api_mismatch Training usage: assumption_check Graph gold label: weak_supervision_needs_review Repo: R…
5 occurrences
repo-level (5 hits)
medium Security checks quality Practices conf 0.62 11 occurrences Foundry mined assumption checks: RamiAltai/agentman
Comment chain pattern product: assumption_checks Repo: RamiAltai/agentman Thread: RamiAltai/agentman#9 Outcome: ambiguous_needs_more_evidence Thread label: thread_needs_classification Source graph label: source_artifact_without_verification_graph Reasons: source_graph_has_real_artifacts, link_quali…
11 occurrences
repo-level (11 hits)
medium Security checks quality maintenance conf 0.70 Foundry mined blueprint gap alignment: RamiAltai/agentman
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 Security checks quality Practices conf 0.70 Foundry mined unresolved feedback: RamiAltai/agentman
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…
medium System graph quality Tests conf 1.00 CI is configured but no tests are detected
A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal.
CI/CDConfig theaterRepo hardening
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
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: cmd/am/server_test.go (2685 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: cmd/am/store.go (2732 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: cmd/am/store_test.go (3585 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: cmd/am/web/app.js (2706 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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