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tonyandrewmeyer/mastodon-operator

https://github.com/tonyandrewmeyer/mastodon-operator · scanned 2026-06-16 00:40 UTC (2 months, 1 week ago)

79 raw signals (0 security + 79 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 63 actionable findings from 1 signal source. 16 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
75.1
/100
Security checks
75
0 findings
System graph
75
77.8% cov · 63 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 0 Medium 18 Low 39 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 63 Crowd 0 Layer: Software 30 Network 1 Frontend 1 Security 17 Quality 14
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Scan summary Repository scanned at 75.1/100 with 77.8% coverage. It contains 792 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 79 findings — concentrated in software (30), quality (30), security (17). Risk profile is high: 1 critical, 0 high, 18 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 58 of 63 actionable findings. 79 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 System graph security Secrets conf 1.00 Possible secret in lib/charms/data_platform_libs/v0/data_interfaces.py
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
lib/charms/data_platform_libs/v0/data_interfaces.py:3689
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 docs/transcripts/html/index.html:181
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/transcripts/html/index.html:181 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/index.html:774
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/index.html:774 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-001.html:4711
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-001.html:4711 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-002.html:481
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-002.html:481 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-003.html:538
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-003.html:538 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-004.html:298
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-004.html:298 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-005.html:1567
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-005.html:1567 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-006.html:4097
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-006.html:4097 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-007.html:2380
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-007.html:2380 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-008.html:595
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-008.html:595 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-009.html:498
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-009.html:498 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-010.html:1590
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-010.html:1590 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-011.html:242
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/page-011.html:242 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/transcripts/html/ubuntu/index.html:186
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/transcripts/html/ubuntu/index.html:186 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'domparser_html_parse' in docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/index.html:840
Found a known-risky pattern (domparser_html_parse). Review and replace if possible.
docs/transcripts/html/ubuntu/1f8f0f59-6f51-4151-8ed4-85d7920ab31e/index.html:840 Domparser html parse
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 network Security conf 1.00 Privileged port 587 in use
Port 587 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
README.md Ports
low System graph quality Integrity conf 1.00 17 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: lib/charms/data_platform_libs/v0/s3.py:diff, lib/charms/data_platform_libs/v0/data_interfaces.py:diff 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'…
17 occurrences
repo-level (17 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: lib/charms/data_platform_libs/v0/data_interfaces.py:get_encoded_dict, lib/charms/data_platform_libs/v0/data_interfaces.py:get, lib/charms/data_platform_libs/v0/data_interfaces.py:get This is *the* AI-coder failure mode (4× more duplication in vibe-co…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: lib/charms/data_platform_libs/v0/data_interfaces.py:raise_status, lib/charms/data_platform_libs/v0/data_interfaces.py:raise_status, lib/charms/data_platform_libs/v0/data_interfaces.py:raise_status, lib/charms/data_platform_libs/v0/data_interfaces.py:r…
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: lib/charms/data_platform_libs/v0/data_interfaces.py:wrapper, lib/charms/data_platform_libs/v0/data_interfaces.py:wrapper, lib/charms/data_platform_libs/v0/data_interfaces.py:wrapper, lib/charms/data_platform_libs/v0/data_interfaces.py:wrapper This is…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_load_v1` in lib/charms/tls_certificates_interface/v4/tls_certificates.py:174
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: clear_statuses
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:2031
low System graph software Dead code conf 1.00 Possibly dead Python function: decorator
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:681
low System graph software Dead code conf 1.00 Possibly dead Python function: has_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:1077
low System graph software Dead code conf 1.00 Possibly dead Python function: is_resource_created
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:2166
low System graph software Dead code conf 1.00 Possibly dead Python function: resolve_status
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:2015
low System graph software Dead code conf 1.00 Possibly dead Python function: set_access_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/s3.py:377
low System graph software Dead code conf 1.00 Possibly dead Python function: set_attributes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/s3.py:497
low System graph software Dead code conf 1.00 Possibly dead Python function: set_bucket
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/s3.py:365
low System graph software Dead code conf 1.00 Possibly dead Python function: set_credentials
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:1911
low System graph software Dead code conf 1.00 Possibly dead Python function: set_database
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:3439
low System graph software Dead code conf 1.00 Possibly dead Python function: set_delete_older_than_days
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/s3.py:485
low System graph software Dead code conf 1.00 Possibly dead Python function: set_endpoint
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/s3.py:413
low System graph software Dead code conf 1.00 Possibly dead Python function: set_endpoints
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:5515
low System graph software Dead code conf 1.00 Possibly dead Python function: set_entity_credentials
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:1924
low System graph software Dead code conf 1.00 Possibly dead Python function: set_path
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/s3.py:401
low System graph software Dead code conf 1.00 Possibly dead Python function: set_prefix_databases
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:3451
low System graph software Dead code conf 1.00 Possibly dead Python function: set_read_only_endpoints
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:3479
low System graph software Dead code conf 1.00 Possibly dead Python function: set_read_only_uris
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:3513
low System graph software Dead code conf 1.00 Possibly dead Python function: set_region
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/s3.py:425
low System graph software Dead code conf 1.00 Possibly dead Python function: set_replset
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:3491
low System graph software Dead code conf 1.00 Possibly dead Python function: set_s3_api_version
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/s3.py:473
low System graph software Dead code conf 1.00 Possibly dead Python function: set_s3_uri_style
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/s3.py:437
low System graph software Dead code conf 1.00 Possibly dead Python function: set_secret_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/s3.py:389
low System graph software Dead code conf 1.00 Possibly dead Python function: set_storage_class
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/s3.py:449
low System graph software Dead code conf 1.00 Possibly dead Python function: set_tls
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:1942
low System graph software Dead code conf 1.00 Possibly dead Python function: set_tls_ca
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:5533
low System graph software Dead code conf 1.00 Possibly dead Python function: set_tls_ca_chain
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/s3.py:461
low System graph software Dead code conf 1.00 Possibly dead Python function: set_uris
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:5506
low System graph software Dead code conf 1.00 Possibly dead Python function: set_version
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:5524
low System graph software Dead code conf 1.00 Possibly dead Python function: wrapper
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/charms/data_platform_libs/v0/data_interfaces.py:685
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: lib/charms/data_platform_libs/v0/data_interfaces.py (5782 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/charms/grafana_agent/v0/cos_agent.py (1472 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/charms/tls_certificates_interface/v4/tls_certificates.py (2591 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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