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davistroy/claude-marketplace

https://github.com/davistroy/claude-marketplace · scanned 2026-06-17 01:53 UTC (1 month, 1 week ago)

57 raw signals (0 security + 57 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ -2.8 (diff) · 33 actionable findings from 1 signal source. 24 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
73.9
/100
Security checks
74
0 findings
System graph
74
66.7% cov · 33 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 4 Medium 15 Low 12 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 33 Crowd 0 Layer: Software 4 Security 6 Cicd 1 Quality 22
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Scan summary Repository scanned at 73.9/100 with 66.7% coverage. It contains 2675 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 57 findings — concentrated in quality (30), cicd (17), security (6). Risk profile is high: 0 critical, 4 high, 15 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 29 of 33 actionable findings. 57 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.

high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/personal-plugin/skills/jetson-audit/SKILL.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
plugins/personal-plugin/skills/jetson-audit/SKILL.md:61 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/personal-plugin/skills/spark-audit/SKILL.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
plugins/personal-plugin/skills/spark-audit/SKILL.md:110 SecretsSkill file
high System graph security security conf 1.00 Insecure pattern 'eval_used' in plugins/personal-plugin/skills/security-analysis/SKILL.md:142
Found a known-risky pattern (eval_used). Review and replace if possible.
plugins/personal-plugin/skills/security-analysis/SKILL.md:142 Eval used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in plugins/personal-plugin/skills/security-analysis/SKILL.md:142
Found a known-risky pattern (exec_used). Review and replace if possible.
plugins/personal-plugin/skills/security-analysis/SKILL.md:142 Exec used
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/agents/sonnet-implementer.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/agents/sonnet-implementer.md VerificationClaude instruction
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 authority lacks a verifier contract: plugins/personal-plugin/references/templates/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.
plugins/personal-plugin/references/templates/skill.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/personal-plugin/skills/accessibility-annotator/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.
plugins/personal-plugin/skills/accessibility-annotator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/personal-plugin/skills/brain-entry/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.
plugins/personal-plugin/skills/brain-entry/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/personal-plugin/skills/lab-notebook/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.
plugins/personal-plugin/skills/lab-notebook/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/personal-plugin/skills/security-analysis/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.
plugins/personal-plugin/skills/security-analysis/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/personal-plugin/skills/ship/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.
plugins/personal-plugin/skills/ship/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/personal-plugin/skills/spark-recon/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.
plugins/personal-plugin/skills/spark-recon/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/personal-plugin/skills/ultra-plan/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.
plugins/personal-plugin/skills/ultra-plan/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/slide-gen/skills/sg-optimize/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.
plugins/slide-gen/skills/sg-optimize/SKILL.md VerificationSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: plugins/personal-plugin/skills/arch-review/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
plugins/personal-plugin/skills/arch-review/SKILL.md:286 Supply chainSkill file
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 62 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 17 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.
2 files, 17 locations
.github/workflows/test.yml:21, 24, 56, 59, 91, 94, 126, 129, +4 more (12 hits)
.github/workflows/validate.yml:16, 19, 206, 225, 228 (5 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 8 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: plugins/personal-plugin/tools/visual-explainer/src/visual_explainer/cli.py:is_interactive, plugins/personal-plugin/tools/visual-explainer/src/visual_explainer/api_setup.py:is_interactive This is *the* AI-coder failure mode (4× more duplication in vib…
8 occurrences
repo-level (8 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: plugins/bpmn-plugin/tools/bpmn2drawio/src/bpmn2drawio/models.py:has_coordinates, plugins/bpmn-plugin/tools/bpmn2drawio/src/bpmn2drawio/models.py:has_coordinates, plugins/bpmn-plugin/tools/bpmn2drawio/src/bpmn2drawio/models.py:has_coordinates This is …
2 occurrences
repo-level (2 hits)
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: plugins/personal-plugin/tools/visual-explainer/src/visual_explainer/prompt_generator.py:generate_prompts, plugins/personal-plugin/tools/visual-explainer/src/visual_explainer/prompt_generator.py:generate_infographic_prompts, plugins/personal-plugin/too…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_returns_copy` in plugins/personal-plugin/tools/visual-explainer/tests/test_page_templates.py:111
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: generate_summary
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/personal-plugin/tools/visual-explainer/src/visual_explainer/output.py:436
low System graph software Dead code conf 1.00 Possibly dead Python function: load_checkpoint_from_path
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/personal-plugin/tools/visual-explainer/src/visual_explainer/output.py:878
low System graph software Dead code conf 1.00 Possibly dead Python function: save_concepts
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/personal-plugin/tools/visual-explainer/src/visual_explainer/output.py:416
low System graph software Dead code conf 1.00 Possibly dead Python function: save_metadata
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/personal-plugin/tools/visual-explainer/src/visual_explainer/output.py:396
low System graph quality Complexity conf 1.00 Very large file: plugins/bpmn-plugin/tools/bpmn2drawio/tests/test_coverage_gaps.py (1512 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: plugins/personal-plugin/tools/visual-explainer/src/visual_explainer/cli.py (1792 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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