Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo
82 of your 101 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 1.33s · analysis 2.06s · 0.9 MB · GitHub API rate-limit (preflight)

safishamsi/graphify

https://github.com/safishamsi/graphify · scanned 2026-06-05 09:47 UTC (5 days, 16 hours ago) · 10 languages

277 raw signals (95 security + 182 graph) 81st percentile · Python · small (2-20K LoC) System graph score 94 (lower by 13)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 16 hours ago · v2 · 110 actionable findings from 2 signal sources. 75 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
89.7
/100
Security checks
85
37 findings
System graph
94
100.0% cov · 73 findings
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 75.0 0.15 11.25
security_score 100.0 0.25 25.00
testing_score 87.0 0.20 17.40
documentation_score 74.0 0.15 11.10
practices_score 72.0 0.15 10.80
code_quality 52.4 0.10 5.24
Overall 1.00 80.8
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 1 Medium 3 Low 52 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 37 System graph 73 Crowd 0 Layer: Quality 80 Software 25 Cicd 2 Api 1 Frontend 1 Security 1
Scan summary Quality grade A- (81/100). Dimensions: security 100, maintainability 75. 95 findings (2 security). 11,397 lines analyzed.

Showing 56 of 110 actionable findings. 185 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.

low Security checks quality Quality conf 1.00 ✓ Repobility [MINED006] Overcatch Baseexception: except BaseException: ... — prevents Ctrl+C and SystemExit from working.
Review and fix per the pattern semantics. See CWE-705 / for context.
graphify/watch.py:163
high Security checks quality Quality conf 1.00 ✓ Repobility 24 occurrences `self._parse_challenge` used but never assigned in __init__
Method `auth_flow` of class `DigestAuth` reads `self._parse_challenge`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
4 files, 24 locations
worked/httpx/raw/client.py:78, 79, 84, 93, 96, 99, 102, 105, +10 more (18 hits)
worked/httpx/raw/transport.py:47, 51, 73 (3 hits)
worked/httpx/raw/auth.py:66, 67 (2 hits)
worked/httpx/raw/models.py:106
low Security checks cicd CI/CD security conf 0.90 ✓ Repobility 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
Action `actions/checkout` pinned to mutable ref `@v4` uses a mutable tag or branch. Pin external actions to a reviewed full commit SHA when the workflow is security-sensitive.
lines 17, 20
.github/workflows/ci.yml:17, 20 (2 hits)
CI/CD securitySupply chainGitHub Actions
low Security checks quality Error handling conf 1.00 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level.
Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types.
worked/httpx/raw/auth.py:112
low Security checks quality Error handling conf 1.00 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level.
Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types.
graphify/__main__.py:212
low Security checks quality Error handling conf 0.55 ✓ Repobility 25 occurrences Broad exception handler needs review
This handler catches Exception/BaseException. It is actionable when it swallows errors without logging, re-raising, or returning a structured error. Handlers that intentionally convert exceptions into typed error results should not be treated as high risk.
7 files, 25 locations
graphify/extract.py:31, 234, 416, 602, 769, 939, 1090, 1263, +6 more (14 hits)
graphify/detect.py:71, 102, 111, 220, 262 (5 hits)
graphify/ingest.py:75, 142 (2 hits)
graphify/cluster.py:88
graphify/watch.py:83
worked/example/raw/parser.py:77
worked/mixed-corpus/raw/cluster.py:88
Error handlingquality
medium System graph cicd CI/CD security conf 1.00 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
astral-sh/[email protected] can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 28, 64
.github/workflows/ci.yml:28, 64 (2 hits)
CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/skillgen/gen.py:555
`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.). Either auth lives in custom code, in a separate service, or is missing.
auth
low Security checks quality Quality conf 0.60 4 occurrences Duplicated implementation block across source files
Duplicate implementation blocks are maintenance debt. Keep them visible, but they are not a high-severity defect unless the duplicated logic is security-sensitive or drifting.
4 files, 4 locations
graphify/serve.py:37
worked/mixed-corpus/raw/analyze.py:1
worked/mixed-corpus/raw/build.py:1
worked/mixed-corpus/raw/cluster.py:1
duplicationquality
low Security checks quality Documentation No LICENSE file
Add a LICENSE file to your repository. Use choosealicense.com to pick the right license (MIT for permissive, Apache 2.0 for patent protection, GPL for copyleft).
low System graph software Dead code candidate conf 1.00 File has no detected symbols: graphify/manifest.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: tools/skillgen/__main__.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
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: worked/httpx/raw/client.py:request, worked/httpx/raw/client.py:request 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.
17 occurrences
repo-level (17 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: worked/httpx/raw/transport.py:handle_request, worked/httpx/raw/transport.py:handle_request, worked/httpx/raw/transport.py:handle_request, worked/httpx/raw/transport.py:handle_request This is *the* AI-coder failure mode (4× more duplication in vibe-co…
2 occurrences
repo-level (2 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: worked/httpx/raw/auth.py:auth_flow, worked/httpx/raw/auth.py:auth_flow, worked/httpx/raw/auth.py:auth_flow, worked/httpx/raw/auth.py:auth_flow 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 Old/deprecated-named symbol `bundle_backup` in tests/test_install_references.py:49
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 `bundle_backup` in tests/test_install_roundtrip.py:215
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 `days_old` in graphify/prs.py:80
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 `days_old` in graphify/serve.py:895
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 `G_old` in graphify/analyze.py:527
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 `G_old` in tests/test_analyze.py:301
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 `G_old` in worked/mixed-corpus/raw/analyze.py:438
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_ts_import_alias_does_not_affect_same_named_local_symbol_when_unused` in tests/test_js_import_resolution.py:269
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: extract_blade
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
graphify/extract.py:4047
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_lua
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
graphify/extract.py:4983
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_verilog
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
graphify/extract.py:4615
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_zig
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
graphify/extract.py:6131
low System graph software Dead code conf 1.00 Possibly dead Python function: global_path
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
graphify/global_graph.py:158
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_delete
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
worked/example/raw/api.py:35
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_enrich
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
worked/example/raw/api.py:67
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_get
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
worked/example/raw/api.py:27
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_list
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
worked/example/raw/api.py:43
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_search
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
worked/example/raw/api.py:48
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_upload
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
worked/example/raw/api.py:11
low System graph software Dead code conf 1.00 Possibly dead Python function: head
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
worked/httpx/raw/client.py:107
low System graph software Dead code conf 1.00 Possibly dead Python function: is_known_encoding
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
worked/httpx/raw/utils.py:68
low System graph software Dead code conf 1.00 Possibly dead Python function: magenta
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
graphify/prs.py:45
low System graph software Dead code conf 1.00 Possibly dead Python function: node_in_section
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
graphify/callflow_html.py:899
low System graph software Dead code conf 1.00 Possibly dead Python function: normalize_header_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
worked/httpx/raw/utils.py:19
low System graph software Dead code conf 1.00 Possibly dead Python function: obfuscate_sensitive_headers
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
worked/httpx/raw/utils.py:55
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_content_type
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
worked/httpx/raw/utils.py:39
low System graph software Dead code conf 1.00 Possibly dead Python function: put
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
worked/httpx/raw/client.py:142
low System graph software Dead code conf 1.00 Possibly dead Python function: reprocess_all
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
worked/example/raw/processor.py:64
low System graph software Dead code conf 1.00 Possibly dead Python function: unset_all_cookies
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
worked/httpx/raw/utils.py:63
low System graph software Dead code conf 1.00 Possibly dead Python function: validate_batch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
worked/example/raw/validator.py:52
low System graph quality Integrity conf 1.00 Stub function `close` (body is just `pass`/`return`) — worked/httpx/raw/transport.py:16
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: graphify/__main__.py (4386 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: graphify/callflow_html.py (2020 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: graphify/detect.py (1333 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: graphify/export.py (1390 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: graphify/extract.py (11137 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: graphify/llm.py (1503 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_detect.py (1238 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_languages.py (1555 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_scip_ingest.py (1670 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/98c25ccc-a7b9-4065-aff3-5d6d9386ae7c/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/98c25ccc-a7b9-4065-aff3-5d6d9386ae7c/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.