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tardigrde/gcpath

https://github.com/tardigrde/gcpath · scanned 2026-06-16 00:29 UTC (2 months, 2 weeks ago)

39 raw signals (0 security + 39 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 31 actionable findings from 1 signal source. 8 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
76.5
/100
Security checks
77
0 findings
System graph
77
77.8% cov · 31 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 4 Low 24 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 31 Crowd 0 Layer: Software 13 Frontend 1 Security 1 Cicd 2 Quality 14
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Scan summary Repository scanned at 76.5/100 with 77.8% coverage. It contains 1063 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 39 findings — concentrated in quality (19), software (13), cicd (5). Risk profile is low: 0 critical, 0 high, 7 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 28 of 31 actionable findings. 39 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: skills/gcpath/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/gcpath/SKILL.md VerificationSkill file
medium System graph cicd CI/CD security conf 1.00 4 occurrences GitHub Action is tag-pinned rather than SHA-pinned
astral-sh/setup-uv@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 4 locations
.github/workflows/ci.yml:22, 36 (2 hits)
.github/workflows/release.yml:27, 48 (2 hits)
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/release.yml CI/CD securitySupply chainGithub actions
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 73 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 6 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: src/gcpath/serializers.py:toon_labels, src/gcpath/serializers.py:toon_tags 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.
6 occurrences
repo-level (6 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: src/gcpath/core.py:path_escape, src/gcpath/core.py:path, src/gcpath/core.py:path 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.
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: src/gcpath/_vendor/toon_format/encoders.py:encode_array, src/gcpath/_vendor/toon_format/encoders.py:encode_inline_primitive_array, src/gcpath/_vendor/toon_format/encoders.py:encode_array_of_arrays, src/gcpath/_vendor/toon_format/encoders.py:encode_mix…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `asset_v1` in src/gcpath/loaders.py:10
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 `asset_v1` in tests/test_core.py:341
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 `asset_v1` in tests/test_loaders.py:76
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 `sample_cache_v2` in tests/test_cache.py:29
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: at_end
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gcpath/_vendor/toon_format/_scanner.py:122
low System graph software Dead code conf 1.00 Possibly dead Python function: configure_logging
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gcpath/_vendor/toon_format/logging_config.py:70
low System graph software Dead code conf 1.00 Possibly dead Python function: current
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gcpath/_vendor/toon_format/_scanner.py:108
low System graph software Dead code conf 1.00 Possibly dead Python function: find_closing_quote
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gcpath/_vendor/toon_format/_string_utils.py:105
low System graph software Dead code conf 1.00 Possibly dead Python function: glob_matcher
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gcpath/filters.py:104
low System graph software Dead code conf 1.00 Possibly dead Python function: has_more_at_depth
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gcpath/_vendor/toon_format/_scanner.py:151
low System graph software Dead code conf 1.00 Possibly dead Python function: is_tabular_array
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gcpath/_vendor/toon_format/encoders.py:301
low System graph software Dead code conf 1.00 Possibly dead Python function: regex_matcher
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gcpath/filters.py:97
low System graph software Dead code conf 1.00 Possibly dead Python function: repair_hooks
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gcpath/hooks.py:210
low System graph software Dead code conf 1.00 Possibly dead Python function: skip_deeper_than
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gcpath/_vendor/toon_format/_scanner.py:162
low System graph software Dead code conf 1.00 Possibly dead Python function: split_at_unquoted_char
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gcpath/_vendor/toon_format/_parsing_utils.py:121
low System graph software Dead code conf 1.00 Possibly dead Python function: toon_dashboard
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gcpath/toon.py:81
low System graph software Dead code conf 1.00 Possibly dead Python function: toon_help
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gcpath/toon.py:70
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: src/gcpath/cli.py (2505 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_cli.py (1981 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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