Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo

NathanNeurotic/SeekDeep-DiscordBot

https://github.com/NathanNeurotic/SeekDeep-DiscordBot · scanned 2026-06-16 04:34 UTC (1 month, 4 weeks ago)

42 raw signals (0 security + 42 graph)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 4 weeks ago · v1 · 36 actionable findings from 1 signal source. 6 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
85.7
/100
Security checks
86
0 findings
System graph
86
66.7% cov · 36 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 1 Medium 7 Low 24 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 36 Crowd 0 Layer: Software 13 Security 2 Quality 21
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 85.7/100 with 66.7% coverage. It contains 1478 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 42 findings — concentrated in quality (27), software (13), security (2). Risk profile is high: 0 critical, 1 high, 7 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 31 of 36 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.

high System graph quality Integrity conf 1.00 Blocking `time.sleep(...)` inside `async def post_launcher` — gui_endpoints.py:1909
Sync I/O inside an async function blocks the event loop. While `time.sleep(...)` is running, *all* other coroutines on this loop are paused — silent throughput collapse under concurrency. Use the async equivalent (`httpx.AsyncClient`, `asyncio.sleep`, `aiofiles`) or wrap with `await asyncio.to_thre…
gui_endpoints.py:1909 Sync io in asyncPerformance
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — smoke_test.mjs:2212
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
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 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 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — gui_endpoints.py:2550
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
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 Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 24 placeholder/mock markers across 3 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low System graph quality Integrity conf 1.00 76 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `ANTHROPIC_API_BASE_URL`, `ANTHROPIC_API_KEY`, `ANTHROPIC_PROBE_TIMEOUT_SECS`, `ANTHROPIC_TIMEOUT_SECS`, `ANTHROPIC_VERSION`, `CHAT_FREQUENCY_PENALTY`, `CHAT_TOP_P`, `CI` + 68 more. Add them (with a placeholder/comment) to .env.example so onboardin…
config drift
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: ci, tests. 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 243 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 / 6 src (ratio 0.17).
low System graph quality Integrity conf 1.00 7 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: gui_endpoints.py:post_launcher_bot_kill_all, gui_endpoints.py:post_launcher 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.
7 occurrences
repo-level (7 hits)
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: gui_endpoints.py:run, gui_endpoints.py:run, gui_endpoints.py:run, gui_endpoints.py:run 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 Integrity conf 1.00 Old/deprecated-named symbol `fix_copy` in gui_endpoints.py:2343
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 `show_unused` in warmup_local_cache.py:260
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: build_manifest
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
release_signing.py:226
low System graph software Dead code conf 1.00 Possibly dead Python function: ed25519_publickey
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
release_signing.py:163
low System graph software Dead code conf 1.00 Possibly dead Python function: ed25519_sign
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
release_signing.py:170
low System graph software Dead code conf 1.00 Possibly dead Python function: manifest_to_bytes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
release_signing.py:240
low System graph software Dead code conf 1.00 Possibly dead Python function: rank_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gui_endpoints.py:3658
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
local_ai_server.py:3260
low System graph software Dead code conf 1.00 Possibly dead Python function: require_gui_token
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gui_endpoints.py:434
low System graph software Dead code conf 1.00 Possibly dead Python function: require_gui_token
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
local_ai_server.py:1072
low System graph software Dead code conf 1.00 Possibly dead Python function: run_bootstrap
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gui_endpoints.py:3462
low System graph software Dead code conf 1.00 Possibly dead Python function: run_install
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gui_endpoints.py:5507
low System graph software Dead code conf 1.00 Possibly dead Python function: set_description
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
local_ai_server.py:3251
low System graph software Dead code conf 1.00 Possibly dead Python function: set_postfix
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
local_ai_server.py:3257
low System graph software Dead code conf 1.00 Possibly dead Python function: set_postfix_str
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
local_ai_server.py:3258
low System graph quality Complexity conf 1.00 Very large file: gui_endpoints.py (7111 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: local_ai_server.py (6334 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: smoke_test.mjs (2431 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/fcd3aa91-3029-4581-881a-36ccd7befa9e/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/fcd3aa91-3029-4581-881a-36ccd7befa9e/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.