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sentania-labs/vcf-content-factory

https://github.com/sentania-labs/vcf-content-factory · scanned 2026-06-16 00:07 UTC (2 months, 2 weeks ago)

142 raw signals (0 security + 142 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 120 actionable findings from 1 signal source. 22 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
61.0
/100
Security checks
61
0 findings
System graph
61
77.8% cov · 120 findings
Critical
2
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 2 High 1 Medium 17 Low 59 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 120 Crowd 0 Layer: Software 24 Frontend 1 Security 3 Cicd 2 Quality 90
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 61.0/100 with 77.8% coverage. It contains 2763 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 142 findings — concentrated in quality (107), software (28), security (3). Risk profile is high: 2 critical, 1 high, 17 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 79 of 120 actionable findings. 142 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.

critical System graph security Secrets conf 1.00 Possible secret in vcfops_managementpacks/adapter_framework/src/com/vcfcf/adapter/stitch/AmbientCredential.java
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
vcfops_managementpacks/adapter_framework/src/com/vcfcf/adapter/stitch/AmbientCredential.java:93
critical System graph security Secrets conf 1.00 Possible secret in vcfops_managementpacks/builder.py
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
vcfops_managementpacks/builder.py:594
high System graph security security conf 1.00 Insecure pattern 'tls_verify_false' in scripts/vks_marker_recon_v8.py:78
Found a known-risky pattern (tls_verify_false). Review and replace if possible.
scripts/vks_marker_recon_v8.py:78 Tls verify false
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/agents/customgroup-author.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/customgroup-author.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/agents/dashboard-author.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/dashboard-author.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/agents/report-author.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/report-author.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/agents/supermetric-author.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/supermetric-author.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/agents/symptom-author.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/symptom-author.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/agents/view-author.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/view-author.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/bundle.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/commands/bundle.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/settings.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.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vcfops-content-model/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.
.claude/skills/vcfops-content-model/SKILL.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vcfops-project-conventions/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.
.claude/skills/vcfops-project-conventions/SKILL.md VerificationClaude instruction
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 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/publish-buildkit.yml CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/validate-content.py:64
`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 — vcfops_managementpacks/sdk_builder.py:175
`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 — vcfops_packaging/cli.py:859
`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 — vcfops_packaging/publish.py:229
`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 Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 24 placeholder/mock markers across 14 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 774 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 2 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.
lines 51, 57
.github/workflows/publish-buildkit.yml:51, 57 (2 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Tests conf 1.00 Low test-to-source ratio
22 tests / 108 src (ratio 0.20).
low System graph quality Integrity conf 1.00 15 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: vcfops_packaging/cli.py:main, vcfops_dashboards/cli.py:main 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.
15 occurrences
repo-level (15 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: vcfops_packaging/handler.py:ok, vcfops_packaging/handler.py:ok, vcfops_packaging/handler.py:ok 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 sepa…
3 occurrences
repo-level (3 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: vcfops_packaging/handler.py:delete, vcfops_alerts/handler.py:delete, vcfops_symptoms/handler.py:delete, vcfops_customgroups/handler.py:delete This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hyg…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_latest_url_legacy` in vcfops_packaging/readme_gen.py:674
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 `_make_factory_copy` in tests/test_cli_phase4.py:74
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 `dash_data_copy` in vcfops_extractor/extractor.py:1256
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 `deleted_legacy` in vcfops_packaging/publish.py:1220
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 `demand_driven_capacity_v2` in tests/test_defect_gate.py:475
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 `demand_driven_capacity_v2` in tests/test_dep_walker_phase15.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 `demand_driven_capacity_v2` in tests/test_publish_phase3.py:156
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 `demand_driven_capacity_v2` in tests/test_publish_pr_mode_v4.py:127
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 `demand_driven_capacity_v2` in tests/test_release_builder_phase2.py:6
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 `demand_driven_capacity_v2` in tests/test_third_party_routing.py:219
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 `demand_driven_capacity_v2` in vcfops_packaging/cli.py:933
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 `demand_driven_capacity_v2` in vcfops_packaging/defects.py:47
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 `demand_driven_capacity_v2` in vcfops_packaging/release_types.py:116
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 `supervisor_cp_old` in scripts/vks_marker_recon.py:87
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: cmd_analyze
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_packaging/cli.py:338
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_build
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_packaging/cli.py:34
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_build_discrete
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_packaging/cli.py:418
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_bundle
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_packaging/cli.py:1282
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_check_staleness
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_packaging/cli.py:439
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_defect_gate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_packaging/cli.py:489
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_delete
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_alerts/cli.py:213
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_disable
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_alerts/cli.py:201
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_enable
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_alerts/cli.py:189
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: cmd_list
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
vcfops_alerts/cli.py:143
vcfops_managementpacks/cli.py:144
vcfops_packaging/cli.py:263
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_refresh_describe
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_packaging/cli.py:302
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_render
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_managementpacks/cli.py:182
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_render_export
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_managementpacks/cli.py:216
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_sync
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_packaging/cli.py:586
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_sync
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_alerts/cli.py:151
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_update_readme
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_packaging/cli.py:398
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: cmd_validate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
vcfops_alerts/cli.py:69
vcfops_managementpacks/cli.py:68
vcfops_packaging/cli.py:141
low System graph software Dead code conf 1.00 Possibly dead Python function: render_diamond
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/excalidraw_to_svg.py:66
low System graph software Dead code conf 1.00 Possibly dead Python function: render_ellipse
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/excalidraw_to_svg.py:50
low System graph software Dead code conf 1.00 Possibly dead Python function: render_line
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/excalidraw_to_svg.py:152
low System graph software Dead code conf 1.00 Possibly dead Python function: render_rect
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/excalidraw_to_svg.py:34
low System graph software Dead code conf 1.00 Possibly dead Python function: render_text
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/excalidraw_to_svg.py:80
low System graph software Dead code conf 1.00 Possibly dead Python function: res_identifiers
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/dell_relationship_audit.py:254
low System graph software Dead code conf 1.00 Possibly dead Python function: resolve_alert_recommendations
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vcfops_alerts/loader.py:484
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: scripts/_compliance_normalize.py (1528 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: vcfops_dashboards/loader.py (1392 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: vcfops_dashboards/render.py (1593 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: vcfops_extractor/extractor.py (2254 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: vcfops_managementpacks/adapter_framework/src/com/vcfcf/adapter/VcfCfAdapter.java (1269 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: vcfops_managementpacks/builder.py (1934 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: vcfops_managementpacks/loader.py (3097 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: vcfops_managementpacks/pak_compare.py (1316 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: vcfops_managementpacks/render.py (3098 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: vcfops_managementpacks/render_template.py (1201 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: vcfops_managementpacks/sdk_builder.py (2697 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: vcfops_packaging/cli.py (1738 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: vcfops_packaging/publish.py (1371 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: vcfops_packaging/templates/install.py (2557 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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