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andywongkw0508-rgb/ESPACE_Project_GlacierMoni

https://github.com/andywongkw0508-rgb/ESPACE_Project_GlacierMoni · scanned 2026-06-17 01:33 UTC (1 month, 2 weeks ago)

42 raw signals (0 security + 42 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -15.0 (diff) · 41 actionable findings from 1 signal source. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
61.7
/100
Security checks
62
0 findings
System graph
62
33.3% cov · 41 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 7 Low 34 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 41 Crowd 0 Layer: Software 29 Security 1 Quality 11
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Scan summary Repository scanned at 61.7/100 with 33.3% coverage. It contains 279 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 42 findings — concentrated in software (29), quality (12), security (1). Risk profile is low: 0 critical, 0 high, 7 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 41 of 41 actionable findings. 42 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.

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/marine_biology/memory.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/marine_biology/memory.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/ui_workbench/memory.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/ui_workbench/memory.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/validation/memory.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/validation/memory.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, tests. 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 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 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 Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 28 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: glacier_app/indexes.py:safe_name, glacier_app/preprocessing.py:safe_name 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.
2 occurrences
repo-level (2 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: glacier_app/masks.py:safe_name, glacier_app/boundaries.py:safe_name, glacier_app/result_exports.py:safe_name This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document wh…
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: boundary_finished
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/mask_boundary_mixin.py:223
low System graph software Dead code conf 1.00 Possibly dead Python function: boundary_worker
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/mask_boundary_mixin.py:183
low System graph software Dead code conf 1.00 Possibly dead Python function: build_all_masks
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/mask_boundary_mixin.py:42
low System graph software Dead code conf 1.00 Possibly dead Python function: build_boundary_overlay
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/mask_boundary_mixin.py:161
low System graph software Dead code conf 1.00 Possibly dead Python function: build_selected_mask
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/mask_boundary_mixin.py:14
low System graph software Dead code conf 1.00 Possibly dead Python function: calculate_selected_indexes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/analysis_mixin.py:15
low System graph software Dead code conf 1.00 Possibly dead Python function: clear_basket
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/basket_mixin.py:56
low System graph software Dead code conf 1.00 Possibly dead Python function: copy_selected_preview_path
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/workflow_mixin.py:173
low System graph software Dead code conf 1.00 Possibly dead Python function: copy_selected_scene_id
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/workflow_mixin.py:165
low System graph software Dead code conf 1.00 Possibly dead Python function: delete_selected_preprocess_run
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/preprocess_mixin.py:93
low System graph software Dead code conf 1.00 Possibly dead Python function: export_basket_csv
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/basket_mixin.py:78
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_all_boundaries
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/mask_boundary_mixin.py:65
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_selected_boundary
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/mask_boundary_mixin.py:32
low System graph software Dead code conf 1.00 Possibly dead Python function: focus_basket_scene
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/basket_mixin.py:61
low System graph software Dead code conf 1.00 Possibly dead Python function: index_finished
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/analysis_mixin.py:42
low System graph software Dead code conf 1.00 Possibly dead Python function: index_worker
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/analysis_mixin.py:27
low System graph software Dead code conf 1.00 Possibly dead Python function: load_selected_processing_results
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/analysis_mixin.py:68
low System graph software Dead code conf 1.00 Possibly dead Python function: mask_finished
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/mask_boundary_mixin.py:199
low System graph software Dead code conf 1.00 Possibly dead Python function: mask_worker
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/mask_boundary_mixin.py:175
low System graph software Dead code conf 1.00 Possibly dead Python function: mousewheel
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/preview.py:107
low System graph software Dead code conf 1.00 Possibly dead Python function: move_pan
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/preview.py:104
low System graph software Dead code conf 1.00 Possibly dead Python function: overlay_finished
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/mask_boundary_mixin.py:249
low System graph software Dead code conf 1.00 Possibly dead Python function: overlay_worker
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/mask_boundary_mixin.py:191
low System graph software Dead code conf 1.00 Possibly dead Python function: preprocess_finished
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/preprocess_mixin.py:47
low System graph software Dead code conf 1.00 Possibly dead Python function: preprocess_worker
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/preprocess_mixin.py:31
low System graph software Dead code conf 1.00 Possibly dead Python function: remove_selected_basket_scene
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/basket_mixin.py:46
low System graph software Dead code conf 1.00 Possibly dead Python function: reset_filters
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/filters_mixin.py:140
low System graph software Dead code conf 1.00 Possibly dead Python function: run_preprocessing
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/panels/preprocess_mixin.py:11
low System graph software Dead code conf 1.00 Possibly dead Python function: start_pan
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
glacier_app/preview.py:101
low System graph quality Integrity conf 1.00 Stub function `_on_run_selected` (body is just `pass`/`return`) — glacier_app/panels/workflow_mixin.py:135
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `show_details_text` (body is just `pass`/`return`) — glacier_app/panels/preview_mixin.py:192
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
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