HKUDS/Vibe-Trading — Repobility public scan

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

HKUDS/Vibe-Trading

https://github.com/HKUDS/Vibe-Trading · scanned 2026-07-23 19:48 UTC (4 days, 17 hours ago) · 10 languages

172 raw signals (39 security + 133 graph) 61st percentile · Python · medium (20-100K LoC)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 17 hours ago · v6 · last Δ +6.0 (diff) · 159 actionable findings from 2 signal sources. 9 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON

Security checks

100.0% cov · 133 findings

click to filter

Score breakdown â 2026-05-17-v4 calibration-aware

Component	Sub-score	Weight	Contribution
`structure_score`	60.0	0.15	9.00
`security_score`	58.3	0.25	14.57
`testing_score`	95.0	0.20	19.00
`documentation_score`	88.0	0.15	13.20
`practices_score`	75.0	0.15	11.25
`code_quality`	61.2	0.10	6.12
Overall		1.00	73.1

Calibrated penalty buckets (security_score): web: 1.6 Â· agent: 6.9 Â· authz: 8.4 Â· threat: 21.6 Â· journey: 3.3

Severity distribution — click a segment to filter

Active filters: layer: quality × excluding tests × Reset all

Severity: Critical 0 High 24 Medium 73 Low 51 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 26 System graph 133 Crowd 0 Layer: Quality 86 Security 43 Cicd 3 Software 17 Frontend 6 Hardware 1 Dependencies 1 Api 2

Exclude dismissed / FP Exclude test files

Scan summary Repository scanned at 74.1/100 with 100.0% coverage. It contains 14060 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 133 findings — concentrated in quality (81), security (26), software (16). Risk profile is high: 0 critical, 12 high, 70 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 86 of 159 actionable findings. 168 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 start` — agent/src/channels/feishu.py:760

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…

agent/src/channels/feishu.py:760 Sync io in asyncPerformance

low Security checks quality Error handling conf 1.00 3 occurrences [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level.

Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types.

3 files, 3 locations

agent/api_server.py:731

agent/cli.py:342

agent/src/ui_services.py:421

low Security checks quality Error handling conf 1.00 3 occurrences [ERR002] Empty Catch Block: Empty catch blocks hide errors.

Log the error or rethrow it. Use console.error() at minimum.

3 files, 3 locations

frontend/src/components/chat/RunCompleteCard.tsx:29

frontend/src/components/layout/Layout.tsx:38

frontend/src/pages/Compare.tsx:214

low Security checks quality Quality conf 0.60 3 occurrences Duplicated implementation block across source files

Duplicate implementation blocks are maintenance debt. Keep them visible, but they are not a high-severity defect unless the duplicated logic is security-sensitive or drifting.

3 files, 3 locations

agent/backtest/optimizers/mean_variance.py:35

agent/backtest/runner.py:203

frontend/src/pages/Compare.tsx:107

duplicationquality

high Security checks quality Quality conf 0.80 3 occurrences localStorage write failures are swallowed silently

localStorage quotas are small and writes can fail. Catching storage errors without a user-visible warning causes silent data loss when notes, images, or snapshots exceed quota.

3 files, 3 locations

wiki/docs/main.js:44

wiki/main.js:29

wiki/theme.js:26

medium Security checks quality Quality conf 0.78 Public web service has no security.txt

security.txt gives researchers and customers a safe disclosure channel. Public web apps and APIs should publish it under /.well-known/security.txt.

.well-known/security.txt

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/alpha-zoo/SKILL.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.

agent/src/skills/alpha-zoo/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/ashare-pre-st-filter/SKILL.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.

agent/src/skills/ashare-pre-st-filter/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/behavioral-finance/SKILL.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.

agent/src/skills/behavioral-finance/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/bottleneck-hunter/SKILL.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.

agent/src/skills/bottleneck-hunter/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/candlestick/SKILL.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.

agent/src/skills/candlestick/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/chanlun/SKILL.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.

agent/src/skills/chanlun/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/corporate-events/SKILL.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.

agent/src/skills/corporate-events/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/correlation-regime/SKILL.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.

agent/src/skills/correlation-regime/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/cross-market-strategy/SKILL.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.

agent/src/skills/cross-market-strategy/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/crypto-derivatives/SKILL.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.

agent/src/skills/crypto-derivatives/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/doc-reader/SKILL.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.

agent/src/skills/doc-reader/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/earnings-forecast/SKILL.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.

agent/src/skills/earnings-forecast/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/eastmoney/SKILL.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.

agent/src/skills/eastmoney/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/elliott-wave/SKILL.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.

agent/src/skills/elliott-wave/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/etf-analysis/SKILL.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.

agent/src/skills/etf-analysis/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/event-driven/SKILL.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.

agent/src/skills/event-driven/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/execution-model/SKILL.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.

agent/src/skills/execution-model/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/factor-research/SKILL.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.

agent/src/skills/factor-research/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/fund-analysis/SKILL.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.

agent/src/skills/fund-analysis/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/harmonic/SKILL.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.

agent/src/skills/harmonic/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/ichimoku/SKILL.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.

agent/src/skills/ichimoku/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/market-microstructure/SKILL.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.

agent/src/skills/market-microstructure/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/minute-analysis/SKILL.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.

agent/src/skills/minute-analysis/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/mootdx/SKILL.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.

agent/src/skills/mootdx/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/okx-market/SKILL.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.

agent/src/skills/okx-market/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/options-strategy/SKILL.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.

agent/src/skills/options-strategy/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/pair-trading/SKILL.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.

agent/src/skills/pair-trading/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/pine-script/SKILL.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.

agent/src/skills/pine-script/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/regulatory-knowledge/SKILL.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.

agent/src/skills/regulatory-knowledge/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/research-goal/SKILL.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.

agent/src/skills/research-goal/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/seasonal/SKILL.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.

agent/src/skills/seasonal/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/smc/SKILL.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.

agent/src/skills/smc/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/technical-basic/SKILL.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.

agent/src/skills/technical-basic/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/trade-journal/SKILL.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.

agent/src/skills/trade-journal/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/tushare/SKILL.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.

agent/src/skills/tushare/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/valuation-model/SKILL.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.

agent/src/skills/valuation-model/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent/src/skills/vnpy-export/SKILL.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.

agent/src/skills/vnpy-export/SKILL.md VerificationSkill file

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 0.90 Fire-and-forget `fetch()` has no rejection handler — wiki/main.js:42

This fetch result is neither awaited, returned, assigned, nor followed by `.catch(...)`. A network failure can therefore become an unhandled promise rejection. Await/return the promise or attach an explicit rejection handler.

wiki/main.js:42 runtime safetyRobustnessUnhandled promise

medium System graph quality Integrity conf 0.90 Fire-and-forget `fetch()` has no rejection handler — wiki/theme-init.js:15

This fetch result is neither awaited, returned, assigned, nor followed by `.catch(...)`. A network failure can therefore become an unhandled promise rejection. Await/return the promise or attach an explicit rejection handler.

wiki/theme-init.js:15 runtime safetyRobustnessUnhandled promise

medium System graph quality Integrity conf 0.85 Network/subprocess call without timeout or try/except — agent/src/core/runner.py:457

`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.

agent/src/core/runner.py:457 runtime safetyRobustness

medium System graph quality Integrity conf 0.85 Network/subprocess call without timeout or try/except — agent/src/skills/candlestick/example_signal_engine.py:551

`requests.get(...)` 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.

agent/src/skills/candlestick/example_signal_engine.py:551 runtime safetyRobustness

medium System graph quality Integrity conf 0.85 Network/subprocess call without timeout or try/except — agent/src/skills/chanlun/example_signal_engine.py:196

`requests.get(...)` 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.

agent/src/skills/chanlun/example_signal_engine.py:196 runtime safetyRobustness

medium System graph quality Integrity conf 0.85 Network/subprocess call without timeout or try/except — agent/src/skills/elliott-wave/example_signal_engine.py:411

`requests.get(...)` 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.

agent/src/skills/elliott-wave/example_signal_engine.py:411 runtime safetyRobustness

medium System graph quality Integrity conf 0.85 Network/subprocess call without timeout or try/except — agent/src/skills/harmonic/example_signal_engine.py:444

`requests.get(...)` 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.

agent/src/skills/harmonic/example_signal_engine.py:444 runtime safetyRobustness

medium System graph quality Integrity conf 0.85 Network/subprocess call without timeout or try/except — agent/src/skills/ichimoku/example_signal_engine.py:150

`requests.get(...)` 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.

agent/src/skills/ichimoku/example_signal_engine.py:150 runtime safetyRobustness

medium System graph quality Integrity conf 0.85 Network/subprocess call without timeout or try/except — agent/src/skills/multi-factor/example_signal_engine.py:174

`requests.get(...)` 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.

agent/src/skills/multi-factor/example_signal_engine.py:174 runtime safetyRobustness

medium System graph quality Integrity conf 0.85 Network/subprocess call without timeout or try/except — agent/src/skills/pair-trading/example_signal_engine.py:124

`requests.get(...)` 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.

agent/src/skills/pair-trading/example_signal_engine.py:124 runtime safetyRobustness

medium System graph quality Integrity conf 0.85 Network/subprocess call without timeout or try/except — agent/src/skills/seasonal/example_signal_engine.py:114

`requests.get(...)` 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.

agent/src/skills/seasonal/example_signal_engine.py:114 runtime safetyRobustness

medium System graph quality Integrity conf 0.85 Network/subprocess call without timeout or try/except — agent/src/skills/smc/example_signal_engine.py:38

`requests.get(...)` 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.

agent/src/skills/smc/example_signal_engine.py:38 runtime safetyRobustness

medium System graph quality Integrity conf 0.85 Network/subprocess call without timeout or try/except — agent/src/skills/technical-basic/example_signal_engine.py:262

`requests.get(...)` 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.

agent/src/skills/technical-basic/example_signal_engine.py:262 runtime safetyRobustness

medium System graph quality Integrity conf 0.85 Network/subprocess call without timeout or try/except — agent/src/skills/volatility/example_signal_engine.py:129

`requests.get(...)` 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.

agent/src/skills/volatility/example_signal_engine.py:129 runtime safetyRobustness

medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected

Found 56 placeholder/mock markers across 34 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.

Mock dataIncompleteGenerated repo pattern

medium System graph quality Placeholder conf 1.00 Runtime service client appears to use placeholder configuration

A runtime source file appears to wire Supabase/Firebase/AI/payment-style clients to placeholder URLs, keys, or fallback values. In the Fable corpus this often means the UI/API shape is present while the backend service is not actually configured.

Runtime configService clientGenerated repo pattern

low System graph quality Integrity conf 1.00 15 env vars used in code but missing from .env.example

Drift between code and config docs. The first few: `ALLOW_SESSION_MCP_SERVERS`, `ANTHROPIC_API_KEY`, `ANTHROPIC_API_URL`, `ANTHROPIC_BASE_URL`, `COLORFGBG`, `KEY`, `OPENAI_API_BASE`, `OPENAI_API_KEY` + 7 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.

config drift

low System graph quality Debug conf 1.00 Debug logging residue appears in source files

Found 313 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 Integrity conf 1.00 Near-duplicate function bodies in 10 places

Functions with the same substantial AST body hash: agent/src/trading/connectors/binance/sdk.py:196:save_config, agent/src/trading/connectors/mt5/_client.py:161:save_config, agent/src/trading/connectors/futu/sdk.py:202:save_config, agent/src/trading/connectors/trading212/sdk.py:150:save_config This…

duplicatesduplication

low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places

Functions with the same substantial AST body hash: agent/src/channelsui/mcp_presets_api.py:8:normalize_mcp_preset_mentions, agent/src/channelsui/cli_apps_api.py:8:normalize_cli_app_mentions This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hyg…

duplicatesduplication

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `cmsArticleWebOld` in agent/src/tools/stock_news_tool.py:137

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 `files_upload_v2` in agent/src/channels/slack.py:184

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 `group_v2` in agent/src/channels/signal.py:750

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 `jsonp_v2` in agent/backtest/loaders/sina_loader.py:9

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 agent/cli/_legacy.py:3288

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 agent/src/swarm/runtime.py:714

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 agent/src/swarm/store.py:293

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 `receive_v1` in agent/src/channels/feishu.py:578

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 Stub function `confidence` (body is just `pass`/`return`) — agent/src/tools/ocr/llm_vision_ocr.py:281

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 `log_message` (body is just `pass`/`return`) — agent/src/channels/msteams.py:211

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 `on_order` (body is just `pass`/`return`) — agent/src/skills/vnpy-export/scripts/cta_template.py:125

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Complexity conf 1.00 Very large file: agent/cli/_legacy.py (5727 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

low System graph quality Complexity conf 1.00 Very large file: agent/cli/main.py (1465 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

low System graph quality Complexity conf 1.00 Very large file: agent/mcp_server.py (2160 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

low System graph quality Complexity conf 1.00 Very large file: agent/src/agent/loop.py (1613 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

low System graph quality Complexity conf 1.00 Very large file: agent/src/channels/feishu.py (2359 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

low System graph quality Complexity conf 1.00 Very large file: agent/src/channels/signal.py (1420 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

low System graph quality Complexity conf 1.00 Very large file: agent/src/channels/telegram.py (1690 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

low System graph quality Complexity conf 1.00 Very large file: agent/src/channels/weixin.py (1586 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

low System graph quality Complexity conf 1.00 Very large file: agent/tests/test_shadow_account.py (1769 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

low System graph quality Complexity conf 1.00 Very large file: frontend/src/pages/Agent.tsx (1676 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

low System graph quality Complexity conf 1.00 Very large file: frontend/src/pages/AlphaZoo.tsx (1448 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/24442ceb-919f-4593-9d71-d90f26482ad7/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/24442ceb-919f-4593-9d71-d90f26482ad7/

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.