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wishlidong-afk/hermes

https://github.com/wishlidong-afk/hermes · scanned 2026-06-16 00:59 UTC (2 months, 1 week ago)

101 raw signals (0 security + 101 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 74 actionable findings from 1 signal source. 27 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Combined
99.4
/100
Security checks
99
0 findings
System graph
99
77.8% cov · 74 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 9 Low 49 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 74 Crowd 0 Layer: Software 19 Frontend 1 Security 1 Cicd 1 Quality 52
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Scan summary Repository scanned at 99.4/100 with 77.8% coverage. It contains 3393 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 101 findings — concentrated in quality (69), software (29), frontend (1). Risk profile is low: 0 critical, 0 high, 9 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 58 of 74 actionable findings. 101 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/run_daily.py:20
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/run_deployed_baseline.py:22
`subprocess.check_output(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/hermes_escape_top/scripts/run_daily_package.py:113
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/hermes_escape_top/scripts/serve_workbench.py:88
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/hermes_escape_top/web/server.py:475
`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 cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 22 placeholder/mock markers across 13 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 Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. 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 301 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 13 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: building/source_snapshots/P15_gate7_circuit_breaker_test.py:scorer, building/source_snapshots/P15_gate7_circuit_breaker_test.py:scorer This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). …
13 occurrences
repo-level (13 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: building/source_snapshots/P0_synth_history/scripts/build_synth_history.py:to_dict, building/source_snapshots/P0_seam_fix/scripts/build_synth_history.py:to_dict, src/hermes_escape_top/scripts/build_synth_history.py:to_dict This is *the* AI-coder failu…
5 occurrences
repo-level (5 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: building/source_snapshots/P6_phase3_dry_run/hermes_escape_top/scripts/phase3_dry_run_compare.py:run_phase3_dry_run_compare, building/source_snapshots/P8_phase3_warn_sensitivity/hermes_escape_top/scripts/phase3_warn_sensitivity.py:run_phase3_warn_sensi…
2 occurrences
repo-level (2 hits)
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 quality Integrity conf 1.00 Old/deprecated-named symbol `calibrate_next3_v2` in building/source_snapshots/NEXT3_calibration/hermes_escape_top/tests/test_next3_calibration.py:5
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 `calibrate_next3_v2` in scripts/flag_gate.py:5
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 `calibrate_next3_v2` in scripts/routing_gate.py:23
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 `calibrate_next3_v2` in src/hermes_escape_top/tests/test_next3_calibration.py:5
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 `calibration_v1` in building/source_snapshots/NEXT3_calibration_fast/scripts/calibrate_next3_fast.py:15
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 `calibration_v1` in src/hermes_escape_top/scripts/calibrate_next3.py:11
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 `calibration_v1` in src/hermes_escape_top/scripts/calibrate_next3_fast.py:15
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 `calibration_v2` in building/source_snapshots/P4_phase_ii_config/hermes_escape_top/integration_config.py:142
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 `calibration_v2` in src/hermes_escape_top/integration_config.py:153
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 `max_symbol_delta_vs_old` in building/source_snapshots/P5_phase2_shadow/hermes_escape_top/scripts/phase2_full_backtest_sensitivity.py:279
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 `max_symbol_delta_vs_old` in src/hermes_escape_top/scripts/phase2_full_backtest_sensitivity.py:279
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 `monolith_backup` in src/hermes_escape_top/web/server.py:388
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 `optimize_targets_v1` in building/source_snapshots/P12_gate2_optimizer/pipeline.py:379
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 `optimize_targets_v1` in building/source_snapshots/P16_webui_pcr/render.py:28
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 `optimize_targets_v1` in src/hermes_escape_top/pipeline.py:889
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 `optimize_targets_v1` in src/hermes_escape_top/scripts/run_daily_package.py:403
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 `optimize_targets_v1` in src/hermes_escape_top/tests/test_phase11_backtest.py:65
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 `parity_harness_v2` in src/hermes_escape_top/scripts/parity_harness_v2.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 `run_calibration_v2` in building/source_snapshots/NEXT3_calibration/hermes_escape_top/scripts/calibrate_next3_v2.py:125
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 `run_calibration_v2` in src/hermes_escape_top/scripts/calibrate_next3_v2.py:125
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: cvar_constraint
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
building/source_snapshots/P5_phase2_shadow/hermes_escape_top/core/portfolio/sizing_optimizer.py:368
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
src/hermes_escape_top/scripts/serve_workbench.py:167
src/hermes_escape_top/web/mirror_server.py:18
src/hermes_escape_top/web/server.py:491
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
src/hermes_escape_top/scripts/serve_workbench.py:139
src/hermes_escape_top/web/mirror_server.py:41
src/hermes_escape_top/web/server.py:559
low System graph software Dead code conf 1.00 Possibly dead Python function: last_pct
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/hermes_escape_top/core/factors/onchain_mstr_lab.py:139
low System graph software Dead code conf 1.00 Possibly dead Python function: latest_cached_as_of
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/hermes_escape_top/web/refresh.py:384
low System graph software Dead code conf 1.00 Possibly dead Python function: latest_payload
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/hermes_escape_top/scripts/serve_workbench.py:77
low System graph software Dead code conf 1.00 Possibly dead Python function: leader_of
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
building/source_snapshots/P4_market_context/hermes_escape_top/core/features/context.py:54
low System graph software Dead code conf 1.00 Possibly dead Python function: leader_of
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/hermes_escape_top/core/features/context.py:54
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
src/hermes_escape_top/scripts/serve_workbench.py:180
src/hermes_escape_top/web/mirror_server.py:65
src/hermes_escape_top/web/server.py:720
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: neg_utility
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
building/source_snapshots/P4_sizing_optimizer/hermes_escape_top/core/portfolio/sizing_optimizer.py:266
building/source_snapshots/P5_phase2_shadow/hermes_escape_top/core/portfolio/sizing_optimizer.py:362
src/hermes_escape_top/core/portfolio/sizing_optimizer.py:464
low System graph software Dead code conf 1.00 Possibly dead Python function: position_weight
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
building/source_snapshots/P17_ibkr_reconcile/positions.py:54
low System graph software Dead code conf 1.00 Possibly dead Python function: position_weight
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/hermes_escape_top/ibkr/positions.py:61
low System graph software Dead code conf 1.00 Possibly dead Python function: row_at_or_before
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/hermes_escape_top/core/features/indicators.py:113
low System graph software Dead code conf 1.00 Possibly dead Python function: score_results_to_dict
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/hermes_escape_top/core/scoring/scorer.py:239
low System graph software Dead code conf 1.00 Possibly dead Python function: scorer
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
building/source_snapshots/P5_phase2_shadow/hermes_escape_top/scripts/phase2_shadow_compare.py:200
low System graph software Dead code conf 1.00 Possibly dead Python function: scorer
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/hermes_escape_top/scripts/phase2_shadow_compare.py:200
low System graph software Dead code conf 1.00 Possibly dead Python function: verdict
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
building/source_snapshots/P5_phase2_shadow/hermes_escape_top/scripts/phase2_shadow_compare.py:219
low System graph software Dead code conf 1.00 Possibly dead Python function: verdict
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/hermes_escape_top/scripts/phase2_shadow_compare.py:219
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: vol_constraint
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
building/source_snapshots/P4_sizing_optimizer/hermes_escape_top/core/portfolio/sizing_optimizer.py:269
building/source_snapshots/P5_phase2_shadow/hermes_escape_top/core/portfolio/sizing_optimizer.py:365
src/hermes_escape_top/core/portfolio/sizing_optimizer.py:467
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 Integrity conf 1.00 Stub function `log_message` (body is just `pass`/`return`) — src/hermes_escape_top/web/mirror_server.py:65
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: src/hermes_escape_top/pipeline.py (1214 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/hermes_escape_top/web/render.py (3430 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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