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amitgangrade/StrictPy

https://github.com/amitgangrade/StrictPy · scanned 2026-06-17 01:33 UTC (1 month, 2 weeks ago)

81 raw signals (0 security + 81 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ +1.1 (diff) · 65 actionable findings from 1 signal source. 16 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
77.8
/100
Security checks
78
0 findings
System graph
78
77.8% cov · 65 findings
Critical
0
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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 12 Low 51 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 65 Crowd 0 Layer: Software 30 Network 2 Security 1 Cicd 1 Quality 31
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Scan summary Repository scanned at 77.8/100 with 77.8% coverage. It contains 937 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 81 findings — concentrated in quality (46), software (30), network (2). 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 63 of 65 actionable findings. 81 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 Agent instructions conf 1.00 Agent authority lacks a verifier contract: CLAUDE.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.
CLAUDE.md VerificationClaude instruction
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 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
dtolnay/rust-toolchain@stable can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 70, 73
.github/workflows/ci.yml:70, 73 (2 hits)
CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — bench/harness.py:995
`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 — bench/net_harness.py:713
`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 — bench/tabular_harness.py:1001
`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 — comprehensive_bench/v2/run_v2.py:192
`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
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 134 placeholder/mock markers across 13 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 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.
examples/crawler_comparison/crawler.py Ports
medium System graph network Security conf 1.00 Privileged port 32 in use
Port 32 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
bench/net_harness.py Ports
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 345 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 9 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: examples/games/snake/assets/_generate_assets.py:square_wave, examples/games/space_shooter/assets/_generate_assets.py:square_wave This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consol…
9 occurrences
repo-level (9 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: examples/games/snake/assets/_generate_assets.py:write_wav, examples/games/tetris/assets/_generate_assets.py:write_wav, examples/games/space_shooter/assets/_generate_assets.py:write_wav This is *the* AI-coder failure mode (4× more duplication in vibe-…
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: comprehensive_bench/v2/programs/ds_virtual_dispatch.py:area, comprehensive_bench/v2/programs/ds_virtual_dispatch.py:area, comprehensive_bench/v2/programs/ds_virtual_dispatch.py:area, comprehensive_bench/v2/programs/ds_virtual_dispatch.py:area This is…
5 occurrences
repo-level (5 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: bench/tabular_harness.py:m48_gen_sort_by, bench/tabular_harness.py:m48_gen_pivot_table, bench/tabular_harness.py:m48_gen_rolling_mean, bench/tabular_harness.py:m48_gen_describe This is *the* AI-coder failure mode (4× more duplication in vibe-coded re…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: examples/parser_comparison/parser.py:impl, examples/parser_comparison/parser.py:impl, examples/parser_comparison/parser.py:impl, examples/parser_comparison/parser.py:impl This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — …
3 occurrences
repo-level (3 hits)
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 `results_v2` in comprehensive_bench/v2/make_report.py:1
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 `run_v2` in comprehensive_bench/v2/run_v2.py:8
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 `u101_v2` in examples/kvstore_comparison/kvstore.py:132
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: client
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
comprehensive_bench/v2/programs/sys_tcp_echo.py:17
low System graph software Dead code conf 1.00 Possibly dead Python function: crawler_worker
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/crawler_comparison/crawler.py:58
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_btree
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/harness.py:497
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_heapsort
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/harness.py:591
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_json_roundtrip
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/harness.py:703
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_matmul
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/harness.py:401
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_nqueens
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/harness.py:268
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_regex_match
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/harness.py:746
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_sha256
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/harness.py:793
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_sieve
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/harness.py:344
low System graph software Dead code conf 1.00 Possibly dead Python function: m48_gen_describe
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/tabular_harness.py:531
low System graph software Dead code conf 1.00 Possibly dead Python function: m48_gen_filter
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/tabular_harness.py:376
low System graph software Dead code conf 1.00 Possibly dead Python function: m48_gen_group_by_cat_via_strings
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/tabular_harness.py:583
low System graph software Dead code conf 1.00 Possibly dead Python function: m48_gen_group_by_pandas_categorical
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/tabular_harness.py:644
low System graph software Dead code conf 1.00 Possibly dead Python function: m48_gen_group_by_str
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/tabular_harness.py:556
low System graph software Dead code conf 1.00 Possibly dead Python function: m48_gen_group_sum
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/tabular_harness.py:425
low System graph software Dead code conf 1.00 Possibly dead Python function: m48_gen_merge_cat_via_strings
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/tabular_harness.py:703
low System graph software Dead code conf 1.00 Possibly dead Python function: m48_gen_merge_inner
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/tabular_harness.py:451
low System graph software Dead code conf 1.00 Possibly dead Python function: m48_gen_merge_str
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/tabular_harness.py:674
low System graph software Dead code conf 1.00 Possibly dead Python function: m48_gen_pivot_table
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/tabular_harness.py:482
low System graph software Dead code conf 1.00 Possibly dead Python function: m48_gen_read_csv
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/tabular_harness.py:365
low System graph software Dead code conf 1.00 Possibly dead Python function: m48_gen_rolling_mean
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/tabular_harness.py:506
low System graph software Dead code conf 1.00 Possibly dead Python function: m48_gen_sort_by
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/tabular_harness.py:402
low System graph software Dead code conf 1.00 Possibly dead Python function: m48_gen_unique_cat_via_strings
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/tabular_harness.py:842
low System graph software Dead code conf 1.00 Possibly dead Python function: m51_gen_merge_cat_codes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/tabular_harness.py:734
low System graph software Dead code conf 1.00 Possibly dead Python function: map_parser
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/parser_comparison/parser.py:24
low System graph software Dead code conf 1.00 Possibly dead Python function: producer
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
comprehensive_bench/v2/programs/sys_channel_throughput.py:7
low System graph software Dead code conf 1.00 Possibly dead Python function: run_mock_server
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/crawler_comparison/crawler.py:26
low System graph software Dead code conf 1.00 Possibly dead Python function: worker
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
comprehensive_bench/v2/programs/sys_lock_contention.py:11
low System graph software Dead code conf 1.00 Possibly dead Python function: worker
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
comprehensive_bench/v2/programs/sys_threads_spawn.py:7
low System graph quality Complexity conf 1.00 Very large file: bench/harness.py (1723 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: bench/tabular_harness.py (1473 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: compiler/src/ir.rs (6943 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: compiler/src/lexer.rs (1625 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: compiler/src/parser.rs (2566 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: compiler/src/pretty.rs (1707 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: compiler/src/resolver.rs (8104 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: compiler/src/typecheck.rs (3206 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: shared/src/native.rs (3396 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: vm/src/interp.rs (3357 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: vm/src/jit.rs (1524 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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