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sanskrit-lexicon/MWS

https://github.com/sanskrit-lexicon/MWS · scanned 2026-06-16 00:03 UTC (2 months, 3 weeks ago)

86 raw signals (0 security + 86 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 67 actionable findings from 1 signal source. 19 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
77.2
/100
Security checks
77
0 findings
System graph
77
77.8% cov · 67 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 10 Low 42 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 67 Crowd 0 Layer: Software 27 Security 1 Cicd 3 Quality 36
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Scan summary Repository scanned at 77.2/100 with 77.8% coverage. It contains 3139 nodes across 1 cross-layer flows, written primarily in mixed languages. Engine surfaced 86 findings — concentrated in quality (49), software (30), cicd (6). 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 52 of 67 actionable findings. 86 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/settings.local.json
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/settings.local.json VerificationClaude instruction
medium System graph cicd CI/CD security conf 1.00 4 occurrences GitHub Action is tag-pinned rather than SHA-pinned
github/codeql-action/init@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
3 files, 4 locations
.github/workflows/codeql.yml:29, 35 (2 hits)
.github/workflows/dependabot-auto-merge.yml:24
.github/workflows/semgrep.yml:41
CI/CD securitySupply chainGithub actions
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/dependabot-auto-merge.yml CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — mwsissues/apps/unique_eng/dictionaryapi.py:24
`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 — papers/microanalysis/analysis/phase4_rollout.py:412
`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 — papers/microanalysis/analysis/push_pwg_dict_profile.py:338
`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 — papers/microanalysis/analysis/push_pwg_roadmap.py:300
`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 18 placeholder/mock markers across 11 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 367 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Maintenance conf 1.00 62 TODO/FIXME markers
High count of TODO/FIXME/HACK markers — track them as issues so they're not forgotten.
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 2824 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 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/codeql.yml:26 CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 11 places
Functions with the same first-5-line body hash: Lithuanian/parseheadline.py:parseheadline, mwverbs/parseheadline.py:parseheadline, mwsupplement/freshlook/parseheadline.py:parseheadline, mwauthorities/ls/20220628-rv/parseheadline.py:parseheadline This is *the* AI-coder failure mode (4× more duplica…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: verbs01/verbs1_merge.py:write1_helper_k1_L, verbs01/verbs1_merge.py:write1 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.
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 29 places
Functions with the same first-5-line body hash: Lithuanian/filter.py:init_entries, mwverbs/mwverb.py:init_entries, mwsupplement/freshlook/changes.py:init_entries, mwsupplement/freshlook/additions.py:init_entries This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see htt…
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: verbs01/verbs1_merge.py:init_mwverbs, mwverbs/mwverbs1.py:init_mwverbs, mwverbs/mwverbs2.py:init_mwverbs 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 th…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 6 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: mwtranscode/transcoder.py:transcoder_fsm, mwauthorities/ls/20211005-panini/transcoder.py:transcoder_fsm, mwsissues/issue178/code1/transcoder.py:transcoder_fsm, mwsissues/issue153/transcode/transcoder.py:transcoder_fsm This is *the* AI-coder failure m…
6 occurrences
repo-level (6 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: mwtranscode/mw_transcode2.py:convert_metaline, mwtranscode/mw_transcode1.py:convert_metaline, mwtranscode/mw_transcode.py:convert_metaline, mwauthorities/ls/20211005-panini/mw_transcode_lines.py:convert_metaline This is *the* AI-coder failure mode (4…
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 7 places
Functions with the same first-5-line body hash: mwtranscode/mw_transcode2.py:convert, mwtranscode/mw_transcode1.py:convert, mwtranscode/mw_transcode.py:convert, mwauthorities/ls/20211005-panini/mw_transcode_lines.py:convert This is *the* AI-coder failure mode (4× more duplication in vibe-coded rep…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `count_cdsl_old` in mwsissues/issue65/lang_tags_count1.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 quality Integrity conf 1.00 Old/deprecated-named symbol `lsextract_v1` in mwauthorities/ls/20220628-rv/lsextract_v1.py:2
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 `lsextract_v1` in mwauthorities/ls/issue134/lsextract_v1.py:2
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: change1
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/20211005-panini/change1a.py:21
low System graph software Dead code conf 1.00 Possibly dead Python function: change2
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/20211005-panini/change1a.py:29
low System graph software Dead code conf 1.00 Possibly dead Python function: change3
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/20211005-panini/change1a.py:35
low System graph software Dead code conf 1.00 Possibly dead Python function: init_pw_mw
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
verbs01/verb_mw_map.py:32
low System graph software Dead code conf 1.00 Possibly dead Python function: init_suggests
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/20211005-panini/change1a.py:246
low System graph software Dead code conf 1.00 Possibly dead Python function: matchlineP
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwsupplement/freshlook/undorenum.py:133
low System graph software Dead code conf 1.00 Possibly dead Python function: old_refactor_1
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/issue134/make_change_noref.py:183
low System graph software Dead code conf 1.00 Possibly dead Python function: old_refactor_2
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/issue134/make_change_noref.py:206
low System graph software Dead code conf 1.00 Possibly dead Python function: reasons_update
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/20211005-panini/change1a.py:40
low System graph software Dead code conf 1.00 Possibly dead Python function: sortF
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/20211005-panini/change1a.py:98
low System graph software Dead code conf 1.00 4 occurrences Possibly dead Python function: test1
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
4 files, 4 locations
mwauthorities/ls/20211005-panini/mw_transcode_lines.py:123
mwtranscode/mw_transcode.py:125
mwtranscode/mw_transcode1.py:126
mwtranscode/mw_transcode2.py:128
low System graph software Dead code conf 1.00 Possibly dead Python function: tipformat_0
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/issue135/lsextract_all.py:120
low System graph software Dead code conf 1.00 Possibly dead Python function: transcoder_get_dir
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwtranscode/transcoder.py:409
low System graph software Dead code conf 1.00 Possibly dead Python function: transcoder_processElements
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwtranscode/transcoder.py:381
low System graph software Dead code conf 1.00 Possibly dead Python function: transcoder_processElements
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/20211005-panini/transcoder.py:381
low System graph software Dead code conf 1.00 Possibly dead Python function: transcoder_processElements_callback
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwtranscode/transcoder.py:398
low System graph software Dead code conf 1.00 Possibly dead Python function: transcoder_processElements_callback
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/20211005-panini/transcoder.py:398
low System graph software Dead code conf 1.00 Possibly dead Python function: unused_convert_totab
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwsupplement/freshlook/tabconvert.py:65
low System graph software Dead code conf 1.00 Possibly dead Python function: unused_filter_mwverbs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
verbs01/verbs1_merge.py:28
low System graph software Dead code conf 1.00 Possibly dead Python function: unused_normal_3parms
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/20220628-rv/lsextract_v1.py:158
low System graph software Dead code conf 1.00 Possibly dead Python function: unused_normal_3parms
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/issue134/lsextract_v1.py:158
low System graph software Dead code conf 1.00 Possibly dead Python function: unused_write_lscases
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/20220628-rv/lsextract_all.py:214
low System graph software Dead code conf 1.00 Possibly dead Python function: unused_write_lscases
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/issue134/lsextract_all.py:214
low System graph software Dead code conf 1.00 Possibly dead Python function: write1h_helper_k1_L
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
verbs01/verbs1_merge.py:242
low System graph software Dead code conf 1.00 Possibly dead Python function: write_lscases_irreg
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/issue134/make_change_noref.py:313
low System graph software Dead code conf 1.00 Possibly dead Python function: write_suggest_instances
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/20211005-panini/change1a.py:207
low System graph software Dead code conf 1.00 Possibly dead Python function: write_suggest_stats
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mwauthorities/ls/20211005-panini/change1a.py:103
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: mwsissues/issue144/rename_copy_main.sh (1333 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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