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SPS-By-The-Numbers/data-tools

https://github.com/SPS-By-The-Numbers/data-tools · scanned 2026-06-16 00:20 UTC (2 months, 2 weeks ago)

84 raw signals (0 security + 84 graph)

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Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 70 actionable findings from 1 signal source. 14 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
86.6
/100
Security checks
87
0 findings
System graph
87
77.8% cov · 70 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 13 Low 41 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 70 Crowd 0 Layer: Software 27 Frontend 4 Security 1 Cicd 1 Quality 37
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Scan summary Repository scanned at 86.6/100 with 77.8% coverage. It contains 1009 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 84 findings — concentrated in quality (51), software (27), frontend (4). Risk profile is low: 0 critical, 0 high, 13 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 54 of 70 actionable findings. 84 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 Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — docs/contentscripts/scrappers/ospi-stars-reports.js:96
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing ci. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — analysis/montecarlo/acs_population.py:129
`urllib.request.urlopen(...)` 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 — analysis/montecarlo/section4_seattle.py:89
`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 — extractors/odata/ospi-odata-load.py:30
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — extractors/p223_pdf_batch.py:55
`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 — extractors/prr/transit/ocr_bundle.py:48
`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 — extractors/safs/data_reader.py:122
`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 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 15 placeholder/mock markers across 3 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
1 test file(s) for 124 source file(s) (ratio 0.01). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 409 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 first-5-line body hash: extractors/purplebook/section_parser.py:accumulate, extractors/purplebook/section_parser.py:accumulate, extractors/purplebook/section_parser.py:accumulate, extractors/purplebook/section_parser.py:accumulate This is *the* AI-coder failure mode (4× mor…
duplicatesduplication
low System graph quality Integrity conf 1.00 11 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: plot.py:main, analyze.py:main 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.
11 occurrences
repo-level (11 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: extractors/odata/odata.py:transform_complex_field_old, extractors/odata/odata.py:transform_complex_field, extractors/odata/odata.py:transform_complex This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-…
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: extractors/safs/data_reader.py:filename, extractors/safs/data_reader.py:filename, extractors/safs/data_reader.py:filename, extractors/safs/data_reader.py:filename This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see http…
5 occurrences
repo-level (5 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: extractors/purplebook/section_parser.py:init_context, extractors/purplebook/section_parser.py:init_context, extractors/purplebook/section_parser.py:init_context, extractors/purplebook/section_parser.py:init_context This is *the* AI-coder failure mode…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 9 places
Functions with the same first-5-line body hash: extractors/purplebook/section_parser.py:commit, extractors/purplebook/section_parser.py:commit, extractors/purplebook/section_parser.py:commit, extractors/purplebook/section_parser.py:commit This is *the* AI-coder failure mode (4× more duplication in…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `transform_complex_field_old` in extractors/odata/odata.py:21
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_access_csv_arguments
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/safs/access_csv.py:96
low System graph software Dead code conf 1.00 Possibly dead Python function: decimal_or_null
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/safs/access_csv.py:29
low System graph software Dead code conf 1.00 Possibly dead Python function: export_avro
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/safs/data_reader.py:289
low System graph software Dead code conf 1.00 Possibly dead Python function: identity
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/budget/line_tools.py:26
low System graph software Dead code conf 1.00 Possibly dead Python function: identity
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/odata/odata.py:12
low System graph software Dead code conf 1.00 Possibly dead Python function: int_or_null
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/safs/access_csv.py:20
low System graph software Dead code conf 1.00 Possibly dead Python function: just_zero
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/safs/avro_schema.py:89
low System graph software Dead code conf 1.00 Possibly dead Python function: olsRegression
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
analyze.py:100
low System graph software Dead code conf 1.00 Possibly dead Python function: passthru
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/safs/avro_schema.py:63
low System graph software Dead code conf 1.00 Possibly dead Python function: program_activity_or_null
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/safs/access_csv.py:38
low System graph software Dead code conf 1.00 Possibly dead Python function: remove_comma_dollar
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/budget/extractor.py:27
low System graph software Dead code conf 1.00 Possibly dead Python function: rk_model
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
analyze.py:113
low System graph software Dead code conf 1.00 Possibly dead Python function: showDfInfo
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
analyze.py:14
low System graph software Dead code conf 1.00 Possibly dead Python function: staffing_allocations_line_accumulate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/purplebook.py:13
low System graph software Dead code conf 1.00 Possibly dead Python function: title_case
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/safs/access_csv.py:15
low System graph software Dead code conf 1.00 Possibly dead Python function: to_int
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/safs/avro_schema.py:94
low System graph software Dead code conf 1.00 Possibly dead Python function: to_int_or_null
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/safs/avro_schema.py:100
low System graph software Dead code conf 1.00 Possibly dead Python function: to_number_dash_zero
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/budget/line_tools.py:35
low System graph software Dead code conf 1.00 Possibly dead Python function: transform_complex
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/odata/odata.py:344
low System graph software Dead code conf 1.00 Possibly dead Python function: transform_complex_field_old
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/odata/odata.py:21
low System graph software Dead code conf 1.00 Possibly dead Python function: transform_edm_date_to_epoch_days
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/odata/odata.py:39
low System graph software Dead code conf 1.00 Possibly dead Python function: transform_edm_date_to_millis
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/odata/odata.py:52
low System graph software Dead code conf 1.00 Possibly dead Python function: transform_edm_linestring_to_linestring
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/odata/odata.py:83
low System graph software Dead code conf 1.00 Possibly dead Python function: transform_edm_multiline_to_multilineliteral
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/odata/odata.py:69
low System graph software Dead code conf 1.00 Possibly dead Python function: transform_edm_multipoint_to_multipoint
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/odata/odata.py:96
low System graph software Dead code conf 1.00 Possibly dead Python function: transform_edm_multipolygon_to_multipolygon
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/odata/odata.py:109
low System graph software Dead code conf 1.00 Possibly dead Python function: transform_edm_point_to_pointliteral
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/odata/odata.py:59
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — docs/contentscripts/scrappers/ospi-funding-reports.js:122
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — docs/contentscripts/scrappers/ospi-stars-diag.js:70
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — docs/contentscripts/scrappers/ospi-stars-reports.js:112
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph quality Integrity conf 1.00 Stub function `commit` (body is just `pass`/`return`) — extractors/purplebook/section_parser.py:102
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: analysis/montecarlo/scenarios.py (1069 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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