Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo

RobertIlisei/MARVIN

https://github.com/RobertIlisei/MARVIN · scanned 2026-06-15 23:53 UTC (2 months, 3 weeks ago)

201 raw signals (0 security + 201 graph)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 174 actionable findings from 1 signal source. 27 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
56.6
/100
Security checks
57
0 findings
System graph
57
88.9% cov · 174 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 8 Medium 70 Low 31 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 174 Crowd 0 Layer: Software 9 Frontend 16 Security 33 Cicd 3 Quality 113

All 2315 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
shoot software healthy scripts/dev-screenshot.mjs:shoot
describe software healthy scripts/vitest-shim.mjs:describe
it software healthy scripts/vitest-shim.mjs:it
test software healthy scripts/vitest-shim.mjs:test
beforeEach software healthy scripts/vitest-shim.mjs:beforeEach
afterEach software healthy scripts/vitest-shim.mjs:afterEach
expect software healthy scripts/vitest-shim.mjs:expect
describe software healthy scripts/run-tests-via-jiti.mjs:describe
it software healthy scripts/run-tests-via-jiti.mjs:it
beforeEach software healthy scripts/run-tests-via-jiti.mjs:beforeEach
afterEach software healthy scripts/run-tests-via-jiti.mjs:afterEach
deepEqual software healthy scripts/run-tests-via-jiti.mjs:deepEqual
describeContains software healthy scripts/run-tests-via-jiti.mjs:describeContains
expect software healthy scripts/run-tests-via-jiti.mjs:expect
to software healthy scripts/run-tests-via-jiti.mjs:to
deepEqualAsymmetric software healthy scripts/run-tests-via-jiti.mjs:deepEqualAsymmetric
patchedExpect software healthy scripts/run-tests-via-jiti.mjs:patchedExpect
slugify software healthy scripts/build-knowledge-graph.py:59
short_id software healthy scripts/build-knowledge-graph.py:63
relpath software healthy scripts/build-knowledge-graph.py:67
collect_files software healthy scripts/build-knowledge-graph.py:74
parse_markdown software healthy scripts/build-knowledge-graph.py:103
assemble_graph software healthy scripts/build-knowledge-graph.py:199
to_node_link software healthy scripts/build-knowledge-graph.py:222
main software healthy scripts/build-knowledge-graph.py:253
_call_claude software healthy .claude/skills/skill-creator/scripts/improve_description.py…
improve_description software healthy .claude/skills/skill-creator/scripts/improve_description.py…
main software healthy .claude/skills/skill-creator/scripts/improve_description.py…
split_eval_set software healthy .claude/skills/skill-creator/scripts/run_loop.py:24
run_loop software healthy .claude/skills/skill-creator/scripts/run_loop.py:47
print_eval_stats software healthy .claude/skills/skill-creator/scripts/run_loop.py:154
main software healthy .claude/skills/skill-creator/scripts/run_loop.py:244
should_exclude software healthy .claude/skills/skill-creator/scripts/package_skill.py:27
package_skill software healthy .claude/skills/skill-creator/scripts/package_skill.py:42
main software healthy .claude/skills/skill-creator/scripts/package_skill.py:111
generate_html software healthy .claude/skills/skill-creator/scripts/generate_report.py:16
aggregate_runs software healthy .claude/skills/skill-creator/scripts/generate_report.py:227
score_class software healthy .claude/skills/skill-creator/scripts/generate_report.py:244
main software healthy .claude/skills/skill-creator/scripts/generate_report.py:304
parse_skill_md software healthy .claude/skills/skill-creator/scripts/utils.py:7
validate_skill software healthy .claude/skills/skill-creator/scripts/quick_validate.py:12
calculate_stats software healthy .claude/skills/skill-creator/scripts/aggregate_benchmark.py…
load_run_results software healthy .claude/skills/skill-creator/scripts/aggregate_benchmark.py…
aggregate_results software healthy .claude/skills/skill-creator/scripts/aggregate_benchmark.py…
generate_benchmark software healthy .claude/skills/skill-creator/scripts/aggregate_benchmark.py…
generate_markdown software healthy .claude/skills/skill-creator/scripts/aggregate_benchmark.py…
main software healthy .claude/skills/skill-creator/scripts/aggregate_benchmark.py…
find_project_root software healthy .claude/skills/skill-creator/scripts/run_eval.py:22
run_single_query software dead .claude/skills/skill-creator/scripts/run_eval.py:35
run_eval software healthy .claude/skills/skill-creator/scripts/run_eval.py:184

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
REVIEW.md software healthy REVIEW.md
README.md software healthy README.md
pnpm-lock.yaml software healthy pnpm-lock.yaml
CLAUDE.md software healthy CLAUDE.md
package.json software healthy package.json
turbo.json software healthy turbo.json
pnpm-workspace.yaml software healthy pnpm-workspace.yaml
tsconfig.json software healthy tsconfig.json
LICENSE software healthy LICENSE
biome.json software healthy biome.json
vitest.config.ts software healthy vitest.config.ts
tsconfig.base.json software healthy tsconfig.base.json
roadmap.md software healthy docs/roadmap.md
README.md software healthy docs/README.md
credentials.md software healthy docs/security/credentials.md
tool-policy.md software healthy docs/security/tool-policy.md
data-flow.md software healthy docs/security/data-flow.md
api.md software healthy docs/reference/api.md
mcp-servers.md software healthy docs/reference/mcp-servers.md
storage.md software healthy docs/reference/storage.md
env-vars.md software healthy docs/reference/env-vars.md
shortcuts.md software healthy docs/reference/shortcuts.md
cost-tracking.md software healthy docs/operations/cost-tracking.md
observability.md software healthy docs/operations/observability.md
health.md software healthy docs/operations/health.md
sessions.md software healthy docs/operations/sessions.md
local-setup.md software healthy docs/development/local-setup.md
contributing.md software healthy docs/development/contributing.md
testing.md software healthy docs/development/testing.md
workspace.md software healthy docs/development/workspace.md
DEFINITION_OF_DONE.md software healthy docs/reviews/DEFINITION_OF_DONE.md
2026-04-26-full-audit.md software healthy docs/reviews/2026-04-26-full-audit.md
2026-05-17-full-security-audit.md software healthy docs/reviews/2026-05-17-full-security-audit.md
empty-state-redesigned.html software healthy docs/reviews/mockups/empty-state-redesigned.html
top-bar-redesigned.html software healthy docs/reviews/mockups/top-bar-redesigned.html
confirm-prompt-redesigned.html software healthy docs/reviews/mockups/confirm-prompt-redesigned.html
architecture.md software healthy docs/getting-started/architecture.md
overview.md software healthy docs/getting-started/overview.md
quickstart.md software healthy docs/getting-started/quickstart.md
cost-model.md software healthy docs/business/cost-model.md
vision.md software healthy docs/business/vision.md
licensing.md software healthy docs/business/licensing.md
CHANGELOG.md software healthy docs/history/CHANGELOG.md
single-assistant.md software healthy docs/concepts/single-assistant.md
isolation-contract.md software healthy docs/concepts/isolation-contract.md
eight-phase-workflow.md software healthy docs/concepts/eight-phase-workflow.md
confirm-gate.md software healthy docs/concepts/confirm-gate.md
memory-and-adrs.md software healthy docs/concepts/memory-and-adrs.md
advisor-strategy.md software healthy docs/concepts/advisor-strategy.md
graphify-integration.md software healthy docs/concepts/graphify-integration.md

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
docs software healthy docs
security software healthy docs/security
reference software healthy docs/reference
operations software healthy docs/operations
development software healthy docs/development
reviews software healthy docs/reviews
mockups software healthy docs/reviews/mockups
getting-started software healthy docs/getting-started
business software healthy docs/business
history software healthy docs/history
concepts software healthy docs/concepts
guides software healthy docs/guides
decisions software healthy docs/decisions
scripts software healthy scripts
.claude software healthy .claude
commands software healthy .claude/commands
hooks software healthy .claude/hooks
skills software healthy .claude/skills
claude-api software healthy .claude/skills/claude-api
php software healthy .claude/skills/claude-api/php
managed-agents software healthy .claude/skills/claude-api/php/managed-agents
curl software healthy .claude/skills/claude-api/curl
ruby software healthy .claude/skills/claude-api/ruby
managed-agents software healthy .claude/skills/claude-api/ruby/managed-agents
shared software healthy .claude/skills/claude-api/shared
typescript software healthy .claude/skills/claude-api/typescript
claude-api software healthy .claude/skills/claude-api/typescript/claude-api
managed-agents software healthy .claude/skills/claude-api/typescript/managed-agents
csharp software healthy .claude/skills/claude-api/csharp
python software healthy .claude/skills/claude-api/python
claude-api software healthy .claude/skills/claude-api/python/claude-api
managed-agents software healthy .claude/skills/claude-api/python/managed-agents
java software healthy .claude/skills/claude-api/java
managed-agents software healthy .claude/skills/claude-api/java/managed-agents
go software healthy .claude/skills/claude-api/go
managed-agents software healthy .claude/skills/claude-api/go/managed-agents
skill-creator software healthy .claude/skills/skill-creator
scripts software healthy .claude/skills/skill-creator/scripts
references software healthy .claude/skills/skill-creator/references
assets software healthy .claude/skills/skill-creator/assets
agents software healthy .claude/skills/skill-creator/agents
eval-viewer software healthy .claude/skills/skill-creator/eval-viewer
pr-review software healthy .claude/skills/pr-review
test-driven-development software healthy .claude/skills/test-driven-development
theme-factory software healthy .claude/skills/theme-factory
themes software healthy .claude/skills/theme-factory/themes
frontend-design software healthy .claude/skills/frontend-design
internal-comms software healthy .claude/skills/internal-comms
examples software healthy .claude/skills/internal-comms/examples
doc-coauthoring software healthy .claude/skills/doc-coauthoring

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
AssertionError software healthy scripts/run-tests-via-jiti.mjs:AssertionError
ReviewHandler software healthy .claude/skills/skill-creator/eval-viewer/generate_review.py…
MCPConnection software healthy .claude/skills/mcp-builder/scripts/connections.py:13
MCPConnectionStdio software healthy .claude/skills/mcp-builder/scripts/connections.py:73
MCPConnectionSSE software healthy .claude/skills/mcp-builder/scripts/connections.py:88
MCPConnectionHTTP software healthy .claude/skills/mcp-builder/scripts/connections.py:100
PPTXSchemaValidator software healthy .claude/skills/docx/scripts/office/validators/pptx.py:10
RedliningValidator software healthy .claude/skills/docx/scripts/office/validators/redlining.py:…
BaseSchemaValidator software healthy .claude/skills/docx/scripts/office/validators/base.py:12
DOCXSchemaValidator software healthy .claude/skills/docx/scripts/office/validators/docx.py:16
PPTXSchemaValidator software healthy .claude/skills/pptx/scripts/office/validators/pptx.py:10
RedliningValidator software healthy .claude/skills/pptx/scripts/office/validators/redlining.py:…
BaseSchemaValidator software healthy .claude/skills/pptx/scripts/office/validators/base.py:12
DOCXSchemaValidator software healthy .claude/skills/pptx/scripts/office/validators/docx.py:16
PPTXSchemaValidator software healthy .claude/skills/xlsx/scripts/office/validators/pptx.py:10
RedliningValidator software healthy .claude/skills/xlsx/scripts/office/validators/redlining.py:…
BaseSchemaValidator software healthy .claude/skills/xlsx/scripts/office/validators/base.py:12
DOCXSchemaValidator software healthy .claude/skills/xlsx/scripts/office/validators/docx.py:16
RectAndField software healthy .claude/skills/pdf/scripts/check_bounding_boxes.py:9
lists software healthy sidecar/packages/ui/src/utils.ts:lists
of software healthy sidecar/packages/runtime/tests/fs-sandbox.test.ts:of

LabelLayerStatusPath
/page.tsx frontend healthy sidecar/src/app/page.tsx
/apps frontend healthy sidecar/tests/file-tree-filter.test.ts
/sidecar frontend healthy sidecar/tests/file-tree-filter.test.ts
/sidecar/src frontend healthy sidecar/tests/file-tree-filter.test.ts
/sidecar/src/components frontend healthy sidecar/tests/file-tree-filter.test.ts
/sidecar/src/components/brain frontend healthy sidecar/tests/file-tree-filter.test.ts
/sidecar/src/components/brain/scout-orb.tsx frontend healthy sidecar/tests/file-tree-filter.test.ts
/sidecar/src/components/brain/advisor-orb.tsx frontend healthy sidecar/tests/file-tree-filter.test.ts
/sidecar/src/components/file-tree frontend healthy sidecar/tests/file-tree-filter.test.ts
/sidecar/src/components/file-tree/file-tree.tsx frontend healthy sidecar/tests/file-tree-filter.test.ts
/sidecar/src/app frontend healthy sidecar/tests/file-tree-filter.test.ts
/sidecar/src/app/page.tsx frontend healthy sidecar/tests/file-tree-filter.test.ts
/sidecar/package.json frontend healthy sidecar/tests/file-tree-filter.test.ts
/README.md frontend healthy sidecar/tests/file-tree-filter.test.ts
/tmp/out.png frontend healthy sidecar/packages/runtime/src/personality.ts
/api/files/write/create frontend healthy sidecar/src/components/file-tree/use-fs-mutations.ts
/api/files/write/save frontend healthy sidecar/src/components/file-tree/use-fs-mutations.ts
/api/files/write/rename frontend healthy sidecar/src/components/file-tree/use-fs-mutations.ts
/api/files/write/move frontend healthy sidecar/src/components/file-tree/use-fs-mutations.ts
/api/files/write/delete frontend healthy sidecar/src/components/file-tree/use-fs-mutations.ts

LabelLayerStatusPath
auth::.claude/skills/claude-api/php/managed-agents/README.md security healthy .claude/skills/claude-api/php/managed-agents/README.md
auth::sidecar/packages/runtime/src/models.ts security healthy sidecar/packages/runtime/src/models.ts
auth::.claude/skills/claude-api/go/managed-agents/README.md security healthy .claude/skills/claude-api/go/managed-agents/README.md
auth::sidecar/packages/project-context/src/infra-probes.ts security healthy sidecar/packages/project-context/src/infra-probes.ts
auth::sidecar/packages/runtime/src/session.ts security healthy sidecar/packages/runtime/src/session.ts
auth::sidecar/packages/runtime/src/project-skill-discoverer… security healthy sidecar/packages/runtime/src/project-skill-discoverer.ts
auth::sidecar/packages/runtime/src/auth.ts security healthy sidecar/packages/runtime/src/auth.ts
auth::.claude/skills/claude-api/java/managed-agents/README.… security healthy .claude/skills/claude-api/java/managed-agents/README.md
auth::sidecar/packages/runtime/src/auth-config.ts security healthy sidecar/packages/runtime/src/auth-config.ts
auth::sidecar/packages/runtime/src/suggestion-rules.ts security healthy sidecar/packages/runtime/src/suggestion-rules.ts
auth::.claude/skills/skill-creator/SKILL.md security healthy .claude/skills/skill-creator/SKILL.md
auth::sidecar/packages/graphify-bridge/src/refresh-docs.ts security healthy sidecar/packages/graphify-bridge/src/refresh-docs.ts
auth::.claude/skills/security-audit/SKILL.md security healthy .claude/skills/security-audit/SKILL.md
auth::sidecar/packages/project-context/src/fingerprint.ts security healthy sidecar/packages/project-context/src/fingerprint.ts
auth::.claude/skills/claude-api/ruby/managed-agents/README.… security healthy .claude/skills/claude-api/ruby/managed-agents/README.md

LabelLayerStatusPath
postgresql data healthy sidecar/packages/project-context/src/fingerprint.ts
postgres data healthy sidecar/packages/project-context/src/infra-probes.ts
redis data healthy sidecar/packages/project-context/src/infra-probes.ts

LabelLayerStatusPath
vps::aws hardware healthy .claude/skills/skill-creator/SKILL.md
vps::gcp hardware healthy .claude/skills/skill-creator/SKILL.md
vps::azure hardware healthy .claude/skills/skill-creator/SKILL.md

LabelLayerStatusPath
generic_api_key::sidecar/packages/runtime/tests/honeycomb-c… security healthy sidecar/packages/runtime/tests/honeycomb-config.test.ts
generic_api_key::sidecar/packages/runtime/tests/honeycomb-c… security healthy sidecar/packages/runtime/tests/honeycomb-config.test.ts
generic_api_key::sidecar/packages/runtime/tests/honeycomb-t… security healthy sidecar/packages/runtime/tests/honeycomb-telemetry.test.ts

LabelLayerStatusPath
port:64 network healthy pnpm-lock.yaml
port:16 network healthy pnpm-lock.yaml

LabelLayerStatusPath
Home frontend healthy sidecar/src/app/page.tsx
RootLayout frontend healthy sidecar/src/app/layout.tsx

LabelLayerStatusPath
MINISIGN_SECRET_KEY cicd healthy —
MINISIGN_PASSWORD cicd healthy —

LabelLayerStatusPath
repobility-clone-6yjdbqph software healthy /tmp/repobility-clone-6yjdbqph

LabelLayerStatusPath
127.0.0.1 network healthy scripts/bundle-sidecar.sh

LabelLayerStatusPath
gpu (detected) hardware healthy sidecar/src/components/brain/marvin-brain.tsx

LabelLayerStatusPath
gha::release cicd healthy .github/workflows/release.yml

LabelLayerStatusPath
build cicd healthy .github/workflows/release.yml
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/6745f6c9-fd48-4e50-9c48-a565f0270adf/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/6745f6c9-fd48-4e50-9c48-a565f0270adf/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.