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vrvfin/signals-india

https://github.com/vrvfin/signals-india · scanned 2026-06-16 00:53 UTC (2 months, 1 week ago)

96 raw signals (0 security + 96 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 86 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
83.6
/100
Security checks
84
0 findings
System graph
84
66.7% cov · 86 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 0 Medium 29 Low 50 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 86 Crowd 0 Layer: Software 29 Network 24 Frontend 1 Quality 32
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Scan summary Repository scanned at 83.6/100 with 66.7% coverage. It contains 1219 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 96 findings — concentrated in quality (42), software (29), network (24). Risk profile is low: 0 critical, 0 high, 29 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 79 of 86 actionable findings. 96 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/fetch_gf_csv.py:142
`subprocess.Popen(...)` 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/fetch_gf_filtered.py:155
`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/fetch_quarterly_guidance.py:99
`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 network Security conf 1.00 Privileged port 1 in use
Port 1 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/fundamentals.yml Ports
medium System graph network Security conf 1.00 Privileged port 10 in use
Port 10 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/phase2.yml Ports
medium System graph network Security conf 1.00 Privileged port 11 in use
Port 11 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/phase2.yml Ports
medium System graph network Security conf 1.00 Privileged port 12 in use
Port 12 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/phase2.yml Ports
medium System graph network Security conf 1.00 Privileged port 13 in use
Port 13 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/backfill_nightly.yml Ports
medium System graph network Security conf 1.00 Privileged port 14 in use
Port 14 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/phase2.yml Ports
medium System graph network Security conf 1.00 Privileged port 15 in use
Port 15 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/backfill_nightly.yml Ports
medium System graph network Security conf 1.00 Privileged port 16 in use
Port 16 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/phase2.yml Ports
medium System graph network Security conf 1.00 Privileged port 17 in use
Port 17 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/backfill_nightly.yml Ports
medium System graph network Security conf 1.00 Privileged port 19 in use
Port 19 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/backfill_nightly.yml Ports
medium System graph network Security conf 1.00 Privileged port 2 in use
Port 2 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/phase2.yml Ports
medium System graph network Security conf 1.00 Privileged port 20 in use
Port 20 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/phase2.yml Ports
medium System graph network Security conf 1.00 Privileged port 21 in use
Port 21 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/phase2.yml Ports
medium System graph network Security conf 1.00 Privileged port 23 in use
Port 23 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/phase2.yml Ports
medium System graph network Security conf 1.00 Privileged port 3 in use
Port 3 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/phase2.yml Ports
medium System graph network Security conf 1.00 Privileged port 30 in use
Port 30 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/phase2.yml Ports
medium System graph network Security conf 1.00 Privileged port 4 in use
Port 4 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/phase2.yml Ports
medium System graph network Security conf 1.00 Privileged port 40 in use
Port 40 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/phase2.yml Ports
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/backfill_nightly.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/phase2.yml Ports
medium System graph network Security conf 1.00 Privileged port 6 in use
Port 6 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/phase2.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/backfill_nightly.yml Ports
medium System graph network Security conf 1.00 Privileged port 8 in use
Port 8 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/phase2.yml Ports
medium System graph network Security conf 1.00 Privileged port 9 in use
Port 9 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/phase2.yml Ports
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
5 test file(s) for 94 source file(s) (ratio 0.05). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Integrity conf 1.00 25 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `DAILY_GEMINI_KEY_1`, `DAILY_GEMINI_KEY_2`, `FOCUS_OUT_DIR`, `GDRIVE_OAUTH_CLIENT_SECRET_JSON`, `GDRIVE_OAUTH_CLIENT_SECRET_PATH`, `GDRIVE_OAUTH_TOKEN_JSON`, `GDRIVE_OAUTH_TOKEN_PATH`, `GEMINI_API_KEY` + 17 more. Add them (with a placeholder/commen…
config drift
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, operator-readme. 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 716 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 11 places
Functions with the same first-5-line body hash: scripts/ingest_fundamentals.py:download_csv, scripts/_extractor_base.py:download_bytes, scripts/scrape_results_table.py:download_bytes, scripts/strategy_pead.py:download_parquet This is *the* AI-coder failure mode (4× more duplication in vibe-coded r…
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 12 places
Functions with the same first-5-line body hash: scripts/strategy_ma_respect.py:get_drive, scripts/strategy_darvas.py:get_drive, scripts/market_state.py:get_drive, scripts/ingest_fii_dii.py:get_drive_service This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 15 places
Functions with the same first-5-line body hash: scripts/strategy_ma_respect.py:log, scripts/build_company_universe.py:log, scripts/strategy_darvas.py:log, scripts/cleanup_company_docs.py:log This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hy…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 16 places
Functions with the same first-5-line body hash: scripts/strategy_ma_respect.py:download_parquet, scripts/strategy_darvas.py:download_parquet, scripts/market_state.py:download_parquet, scripts/market_state.py:download_csv This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos …
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 19 places
Functions with the same first-5-line body hash: scripts/ingest_fundamentals.py:get_or_create_subfolder, scripts/_extractor_base.py:get_or_create_subfolder, scripts/strategy_ma_respect.py:get_or_create_subfolder, scripts/build_company_universe.py:get_or_create_subfolder This is *the* AI-coder failu…
duplicatesduplication
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: app.py:load_csv, app.py:load_parquet 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.
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 23 places
Functions with the same first-5-line body hash: scripts/ingest_fundamentals.py:find_file, scripts/_extractor_base.py:find_file, scripts/strategy_ma_respect.py:find_file, scripts/build_company_universe.py:find_file This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see h…
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: scripts/daily_focus.py:open_in_obsidian, scripts/fetch_latest_research.py:open_in_obsidian, scripts/synthesise_company_docs.py:open_in_obsidian This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-h…
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 5 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: scripts/ingest_fundamentals.py:get_drive, scripts/strategy_pead.py:get_drive, scripts/ingest_ohlcv.py:get_drive_service, scripts/strategy_canslim.py:get_drive This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://…
5 occurrences
repo-level (5 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: scripts/_extractor_base.py:get_drive, scripts/cleanup_company_docs.py:get_drive, scripts/scrape_results_table.py:get_drive, scripts/ingest_company_docs.py:get_drive This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see ht…
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 Docs conf 1.00 No README detected
No README file was found. Generated repos without README context are hard to operate, validate, or safely hand off.
ReadmeRepo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `hours_old` in scripts/cleanup_company_docs.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 `skipped_old` in scripts/ingest_company_docs.py:366
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: board_of
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/build_company_universe.py:251
low System graph software Dead code conf 1.00 Possibly dead Python function: build_summary_section
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/llm_summariser.py:376
low System graph software Dead code conf 1.00 Possibly dead Python function: cheapness_pctile
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/build_valuation.py:105
low System graph software Dead code conf 1.00 Possibly dead Python function: exch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/build_company_universe.py:256
low System graph software Dead code conf 1.00 Possibly dead Python function: hit
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/company_deep_report.py:307
low System graph software Dead code conf 1.00 Possibly dead Python function: load_coverage
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/backfill_coverage.py:114
low System graph software Dead code conf 1.00 Possibly dead Python function: page_ask
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:3310
low System graph software Dead code conf 1.00 Possibly dead Python function: page_company_intel
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:926
low System graph software Dead code conf 1.00 Possibly dead Python function: page_deep_dive
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:3075
low System graph software Dead code conf 1.00 Possibly dead Python function: page_doc_upload
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:2839
low System graph software Dead code conf 1.00 Possibly dead Python function: page_doc_viewer
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:1315
low System graph software Dead code conf 1.00 Possibly dead Python function: page_fraud_tracker
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:3393
low System graph software Dead code conf 1.00 Possibly dead Python function: page_graphs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:2169
low System graph software Dead code conf 1.00 Possibly dead Python function: page_guidance
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:1104
low System graph software Dead code conf 1.00 Possibly dead Python function: page_market_overview
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:1735
low System graph software Dead code conf 1.00 Possibly dead Python function: page_market_trends
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:1547
low System graph software Dead code conf 1.00 Possibly dead Python function: page_portfolio
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:2624
low System graph software Dead code conf 1.00 Possibly dead Python function: page_scorecard
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:3486
low System graph software Dead code conf 1.00 Possibly dead Python function: page_signals
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:1834
low System graph software Dead code conf 1.00 Possibly dead Python function: page_stock_detail
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:1934
low System graph software Dead code conf 1.00 Possibly dead Python function: page_strategy_docs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:2157
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_rss_bytes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/news_fetch.py:129
low System graph software Dead code conf 1.00 Possibly dead Python function: release_extract_lock
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/extract_concall.py:248
low System graph software Dead code conf 1.00 Possibly dead Python function: summarise_company
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/llm_summariser.py:299
low System graph software Dead code conf 1.00 Possibly dead Python function: try_float
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/_extractor_base.py:308
low System graph software Dead code conf 1.00 Possibly dead Python function: update_drive_company_page
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/llm_summariser.py:415
low System graph software Dead code conf 1.00 Possibly dead Python function: volume_breakout_signals
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/strategy_volume.py:159
low System graph software Dead code conf 1.00 Possibly dead Python function: volume_vcp_signals
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/strategy_volume.py:204
low System graph software Dead code conf 1.00 Possibly dead Python function: write_datewise_summary
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/llm_summariser.py:444
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: app.py (3895 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: scripts/company_deep_report.py (1557 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: scripts/extract_concall.py (1969 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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