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ahaNotAki/lobster-cc

https://github.com/ahaNotAki/lobster-cc · scanned 2026-06-17 01:29 UTC (1 month, 2 weeks ago)

33 raw signals (0 security + 33 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 -12.3 (diff) · 23 actionable findings from 1 signal source. 10 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
64.4
/100
Security checks
64
0 findings
System graph
64
77.8% cov · 23 findings
Critical
0
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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 0 High 0 Medium 4 Low 19 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 23 Crowd 0 Layer: Software 12 Hardware 2 Security 2 Cicd 1 Quality 6
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Scan summary Repository scanned at 64.4/100 with 77.8% coverage. It contains 923 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 33 findings — concentrated in quality (15), software (12), hardware (3). Risk profile is low: 0 critical, 0 high, 4 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 23 of 23 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.

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 hardware Security conf 1.00 Dockerfile runs as root: Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/remote_control/dashboard/static/dashboard.html:229
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/remote_control/dashboard/static/dashboard.html:229 Direct innerhtml assignment
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 Debug conf 1.00 Debug logging residue appears in source files
Found 31 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 hardware Supply chain conf 1.00 2 occurrences Docker base image is tag-pinned but not digest-pinned: python:3.12-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
lines 1, 9
Dockerfile:1, 9 (2 hits)
containersPinned dependencies
low System graph cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/ci.yml:20 CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 6 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: src/remote_control/core/store.py:conn, src/remote_control/core/store.py:conn 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.
6 occurrences
repo-level (6 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 5 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: src/remote_control/wecom/message_source.py:start, src/remote_control/wecom/message_source.py:start, src/remote_control/wecom/message_source.py:start This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-c…
5 occurrences
repo-level (5 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in src/remote_control/server.py:165
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 quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in tests/test_message_source.py:299
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: api_status
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/remote_control/dashboard/routes.py:127
low System graph software Dead code conf 1.00 Possibly dead Python function: api_tab
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/remote_control/dashboard/routes.py:220
low System graph software Dead code conf 1.00 Possibly dead Python function: api_task_detail
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/remote_control/dashboard/routes.py:181
low System graph software Dead code conf 1.00 Possibly dead Python function: dashboard_page
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/remote_control/dashboard/routes.py:120
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_callback
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/remote_control/relay/app.py:193
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_fetch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/remote_control/relay/app.py:247
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_health
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/remote_control/relay/app.py:266
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/remote_control/wecom/gateway.py:57
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_verify
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/remote_control/wecom/gateway.py:42
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_verify
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/remote_control/relay/app.py:228
low System graph software Dead code conf 1.00 Possibly dead Python function: login_page
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/remote_control/dashboard/routes.py:95
low System graph software Dead code conf 1.00 Possibly dead Python function: login_submit
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/remote_control/dashboard/routes.py:102
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