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zhang2023-byte/stella-hvs

https://github.com/zhang2023-byte/stella-hvs · scanned 2026-06-16 01:13 UTC (2 months, 1 week ago)

71 raw signals (0 security + 71 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 51 actionable findings from 1 signal source. 20 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
73.8
/100
Security checks
74
0 findings
System graph
74
66.7% cov · 51 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 11 Low 37 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 51 Crowd 0 Layer: Software 20 Frontend 1 Security 3 Cicd 2 Quality 25
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Scan summary Repository scanned at 73.8/100 with 66.7% coverage. It contains 3337 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 71 findings — concentrated in quality (42), software (20), cicd (5). Risk profile is low: 0 critical, 0 high, 11 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 48 of 51 actionable findings. 71 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 — pages/catalog-viewer.js:1090
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 Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — src/stella/web/assets/catalog-viewer.js:1090
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 authority lacks a verifier contract: skills/hvs-candidates-extraction/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.
skills/hvs-candidates-extraction/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/hvs-candidates-merge/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.
skills/hvs-candidates-merge/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/hvs-dynamics-calculate/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.
skills/hvs-dynamics-calculate/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 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/deploy-pages.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in pages/catalog-viewer.js:1936
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
pages/catalog-viewer.js:1936 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/stella/web/assets/catalog-viewer.js:1936
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/stella/web/assets/catalog-viewer.js:1936 Direct innerhtml assignment
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/stella/benchmark/extraction_run.py:111
`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
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 105 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 4 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.
lines 28, 31, 36, 42
.github/workflows/deploy-pages.yml:28, 31, 36, 42 (4 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 17 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/validate_catalog_review.py:load_json, scripts/validate_catalog_extraction.py:load_json 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 sepa…
17 occurrences
repo-level (17 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: scripts/inventory_catalog_candidates.py:main, scripts/init_catalog_review.py:main, scripts/init_hvs_candidates.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 d…
2 occurrences
repo-level (2 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: scripts/repair_ads_metadata.py:parse_bool, scripts/cleanup_catalog_workflow_outputs.py:parse_bool, scripts/init_catalog_review.py:parse_bool, scripts/fetch_literature.py:parse_bool This is *the* AI-coder failure mode (4× more duplication in vibe-code…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `render_static_index_html_v2` in src/stella/web/catalog_site.py:610
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 `unknown_legacy` in scripts/migrate_data_to_v0_1.py:6
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 `unknown_legacy` in src/stella/lit/schema_models.py:240
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: convert_with_latexml
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/lit/catalog_extraction.py:928
low System graph software Dead code conf 1.00 Possibly dead Python function: convert_with_pandoc
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/lit/catalog_extraction.py:991
low System graph software Dead code conf 1.00 Possibly dead Python function: deepxiv_score_sort_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/lit/pipeline.py:798
low System graph software Dead code conf 1.00 Possibly dead Python function: dump_manifest
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/benchmark/context_pack.py:262
low System graph software Dead code conf 1.00 Possibly dead Python function: find_arxiv_ads_url
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/lit/literature_assets.py:196
low System graph software Dead code conf 1.00 Possibly dead Python function: is_relevant
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/lit/filters.py:67
low System graph software Dead code conf 1.00 Possibly dead Python function: log_ggd_distance_prior
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/dyn/dynamics.py:625
low System graph software Dead code conf 1.00 Possibly dead Python function: log_multivariate_gaussian
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/dyn/dynamics.py:637
low System graph software Dead code conf 1.00 Possibly dead Python function: log_prob
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/dyn/dynamics.py:719
low System graph software Dead code conf 1.00 Possibly dead Python function: month_note_dir
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/lit/pipeline.py:154
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_jobs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/extract_catalog_tables.py:27
low System graph software Dead code conf 1.00 Possibly dead Python function: query_chunk
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/lit/hvs_catalog_enrichment.py:343
low System graph software Dead code conf 1.00 Possibly dead Python function: query_gaia_by_regions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/lit/hvs_candidate_catalog.py:1536
low System graph software Dead code conf 1.00 Possibly dead Python function: query_gaia_by_regions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/lit/hvs_catalog_enrichment.py:338
low System graph software Dead code conf 1.00 Possibly dead Python function: query_simbad_by_identifiers
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/lit/hvs_candidate_catalog.py:1527
low System graph software Dead code conf 1.00 Possibly dead Python function: query_simbad_by_identifiers
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/lit/hvs_catalog_enrichment.py:292
low System graph software Dead code conf 1.00 Possibly dead Python function: query_simbad_by_regions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/lit/hvs_candidate_catalog.py:1530
low System graph software Dead code conf 1.00 Possibly dead Python function: query_simbad_by_regions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/lit/hvs_catalog_enrichment.py:307
low System graph software Dead code conf 1.00 Possibly dead Python function: relevance_sort_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/lit/pipeline.py:407
low System graph software Dead code conf 1.00 Possibly dead Python function: selected_candidates
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/stella/lit/catalog_extraction.py:1289
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: pages/catalog-viewer.js (3268 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: scripts/validate_hvs_candidates.py (2029 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/stella/dyn/dynamics.py (1288 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/stella/lit/catalog_extraction.py (1509 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/stella/lit/hvs_candidate_catalog.py (1830 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/stella/lit/pipeline.py (1340 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/stella/web/assets/catalog-viewer.js (3268 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/test_hvs_candidates_validation.py (1960 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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