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shreyas-chickerur/investor-mimic-bot

https://github.com/shreyas-chickerur/investor-mimic-bot · scanned 2026-06-16 00:11 UTC (2 months, 2 weeks ago)

112 raw signals (10 security + 102 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 69 actionable findings from 2 signal sources. 143 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
68.6
/100
Security checks
69
6 findings
System graph
69
88.9% cov · 63 findings
Critical
1
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 1 High 3 Medium 11 Low 41 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 6 System graph 63 Crowd 0 Layer: Quality 37 Software 26 Network 3 Cicd 3
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Scan summary Repository scanned at 68.6/100 with 88.9% coverage. It contains 2238 nodes across 14 cross-layer flows, written primarily in mixed languages. Engine surfaced 102 findings — concentrated in quality (37), cicd (36), software (26). Risk profile is low: 0 critical, 0 high, 14 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 56 of 69 actionable findings. 212 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 Security checks quality Practices conf 0.82 6 occurrences Foundry mined mock as real or placeholder: shreyas-chickerur/investor-mimic-bot
Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real Query id: mock_as_real_or_placeholder Query type: motif_query Intent: Hard negatives for fake completeness and missing real data paths. Motif: mock_as_real_or_placeholder Training usage: hard_negative Graph gol…
6 occurrences
repo-level (6 hits)
high Security checks quality Practices conf 0.84 29 occurrences Foundry mined bad chains: shreyas-chickerur/investor-mimic-bot
Comment chain pattern product: bad_chains Repo: shreyas-chickerur/investor-mimic-bot Thread: shreyas-chickerur/investor-mimic-bot#9 Outcome: ambiguous_needs_more_evidence Thread label: thread_has_human_issue_and_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_…
29 occurrences
repo-level (29 hits)
high Security checks quality Quality conf 0.76 5 occurrences Foundry mined schema ui api mismatch: shreyas-chickerur/investor-mimic-bot
Graph query export: Schema, UI, and API mismatch Query id: schema_ui_api_mismatch Query type: motif_query Intent: Assumption-check examples for data-path consistency across layers. Motif: schema_ui_api_mismatch Training usage: assumption_check Graph gold label: supported_by_high_confidence_link Rep…
5 occurrences
repo-level (5 hits)
high Security checks quality Testing conf 0.78 18 occurrences Foundry mined test ci gap after feedback: shreyas-chickerur/investor-mimic-bot
Graph query export: Feedback exposes missing tests or CI Query id: test_ci_gap_after_feedback Query type: motif_query Intent: Hard negatives for feedback/fix chains without adequate guardrails. Motif: test_ci_gap_after_feedback Training usage: hard_negative Graph gold label: supported_by_verificati…
18 occurrences
repo-level (18 hits)
medium Security checks quality Practices conf 0.62 17 occurrences Foundry mined assumption checks: shreyas-chickerur/investor-mimic-bot
Comment chain pattern product: assumption_checks Repo: shreyas-chickerur/investor-mimic-bot Thread: shreyas-chickerur/investor-mimic-bot#8 Outcome: ambiguous_needs_more_evidence Thread label: thread_needs_classification Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_…
17 occurrences
repo-level (17 hits)
medium Security checks quality Practices conf 0.70 35 occurrences Foundry mined unresolved feedback: shreyas-chickerur/investor-mimic-bot
Graph query export: Human feedback without linked fix evidence Query id: unresolved_feedback Query type: motif_query Intent: Negative/unresolved examples that should not be hallucinated into fixes. Motif: unlinked_feedback_needs_evidence Training usage: negative_or_unresolved Graph gold label: need…
35 occurrences
repo-level (35 hits)
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 license. 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 cicd CI/CD security conf 1.00 6 occurrences GitHub Action is tag-pinned rather than SHA-pinned
dawidd6/action-send-mail@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
3 files, 6 locations
.github/workflows/daily_trading.yml:1023, 1152, 1203, 1297 (4 hits)
.github/workflows/api_health_check.yml:130
.github/workflows/resend_email.yml:64
CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/daily_trading.yml CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/diagnose.py:132
`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 Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 33 placeholder/mock markers across 8 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 network Security conf 1.00 Privileged port 45 in use
Port 45 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/daily_trading.yml Ports
medium System graph network Security conf 1.00 Privileged port 5 in use
Port 5 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/daily_trading.yml Ports
medium System graph network Security conf 1.00 Privileged port 7 in use
Port 7 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/daily_trading.yml Ports
low System graph quality Integrity conf 1.00 48 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `ALPACA_LIVE_ENABLED`, `ALPACA_PAPER`, `ALPHA_VANTAGE_API_KEY`, `ALPHA_VANTAGE_PREMIUM`, `AUTO_SYNC_OK`, `AUTO_SYNC_ON_RECON_FAIL`, `AUTO_UPDATE_DATA`, `DATA_MAX_AGE_HOURS` + 40 more. Add them (with a placeholder/comment) to .env.example so onboard…
config drift
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 607 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 cicd CI/CD security conf 1.00 29 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
7 files, 29 locations
.github/workflows/daily_trading.yml:68, 71, 310, 570, 586, 757, 766, 776, +1 more (9 hits)
.github/workflows/ci_tests.yml:24, 27, 65, 85, 88, 107, 163 (7 hits)
.github/workflows/ml_retrain.yml:23, 26, 118 (3 hits)
.github/workflows/portfolio_snapshot.yml:27, 30, 70 (3 hits)
.github/workflows/sync_database.yml:20, 23, 105 (3 hits)
.github/workflows/api_health_check.yml:19, 22 (2 hits)
.github/workflows/resend_email.yml:22, 25 (2 hits)
CI/CD securitySupply chainGithub actions
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: src/integration/dry_run_wrapper.py:is_dry_run, src/integration/dry_run_wrapper.py:is_dry_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 separa…
7 occurrences
repo-level (7 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: src/utils/error_tracker.py:capture, src/utils/error_tracker.py:capture, src/core/database.py:record_error 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 t…
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: src/strategies/strategy_sector_rotation.py:generate_signals, src/strategies/strategy_pairs_trading.py:generate_signals, src/strategies/strategy_news_sentiment.py:generate_signals, src/strategies/strategy_ma_crossover.py:generate_signals This is *the*…
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 `bt_legacy` in tests/unit/test_backtester_parity.py:151
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 `test_legacy_fixture_is_actually_legacy` in tests/unit/test_db_migration_populated.py:110
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: add_daily_return
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/monitoring/performance_metrics.py:51
low System graph software Dead code conf 1.00 Possibly dead Python function: build_kpi_strip
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/generate_daily_email.py:1058
low System graph software Dead code conf 1.00 Possibly dead Python function: build_system_status
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/generate_daily_email.py:1883
low System graph software Dead code conf 1.00 Possibly dead Python function: check_consecutive_failures
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/post_run_expect.py:236
low System graph software Dead code conf 1.00 Possibly dead Python function: check_drawdown
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/post_run_expect.py:112
low System graph software Dead code conf 1.00 Possibly dead Python function: check_invariant_a
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/validate_system.py:81
low System graph software Dead code conf 1.00 Possibly dead Python function: check_invariant_b
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/validate_system.py:97
low System graph software Dead code conf 1.00 Possibly dead Python function: check_invariant_c
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/validate_system.py:121
low System graph software Dead code conf 1.00 Possibly dead Python function: check_invariant_d
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/validate_system.py:139
low System graph software Dead code conf 1.00 Possibly dead Python function: check_invariant_e
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/validate_system.py:173
low System graph software Dead code conf 1.00 Possibly dead Python function: check_invariant_f
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/validate_system.py:195
low System graph software Dead code conf 1.00 Possibly dead Python function: check_kill_switch_not_fired
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/post_run_expect.py:65
low System graph software Dead code conf 1.00 Possibly dead Python function: check_no_critical_errors
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/post_run_expect.py:221
low System graph software Dead code conf 1.00 Possibly dead Python function: check_review_not_overdue
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/post_run_expect.py:154
low System graph software Dead code conf 1.00 Possibly dead Python function: check_run_completed
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/post_run_expect.py:50
low System graph software Dead code conf 1.00 Possibly dead Python function: check_snapshot_fresh
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/post_run_expect.py:203
low System graph software Dead code conf 1.00 Possibly dead Python function: check_unfilled_opg_rate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/post_run_expect.py:129
low System graph software Dead code conf 1.00 Possibly dead Python function: fmt
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/adhoc/verify_against_alpaca.py:29
low System graph software Dead code conf 1.00 Possibly dead Python function: list_artifacts
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/monitoring/artifact_writer.py:253
low System graph software Dead code conf 1.00 Possibly dead Python function: log_dry_run_summary
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/integration/dry_run_wrapper.py:139
low System graph software Dead code conf 1.00 Possibly dead Python function: pnl_bg
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/generate_daily_email.py:596
low System graph software Dead code conf 1.00 Possibly dead Python function: rebalance_needed
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/regime/dynamic_allocator.py:218
low System graph software Dead code conf 1.00 Possibly dead Python function: render_sparkline
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/generate_daily_email.py:422
low System graph software Dead code conf 1.00 Possibly dead Python function: trace_filtered
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/utils/signal_tracer.py:65
low System graph software Dead code conf 1.00 Possibly dead Python function: trace_risk_check
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/utils/signal_tracer.py:106
low System graph software Dead code conf 1.00 Possibly dead Python function: trace_sized
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/utils/signal_tracer.py:85
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: prod/reference/MimicDashboard.reference.jsx (827 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: scripts/export_snapshot.py (1846 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: scripts/generate_daily_email.py (2436 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/core/database.py (2166 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/core/execution_engine.py (4573 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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