Taaitaaiger/jlrs

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.

46 of your 68 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 2.97s · analysis 4.32s · 2.3 MB · GitHub preflight 412ms

https://github.com/Taaitaaiger/jlrs · scanned 2026-06-05 19:30 UTC (4 days, 15 hours ago) · 10 languages

150 raw signals (64 security + 86 graph) 84th percentile · Rust · medium (20-100K LoC) System graph score 86 (lower by 7)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 15 hours ago · v2 · 23 actionable findings from 2 signal sources. 84 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON

55.6% cov · 5 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	60.0	0.15	9.00
`security_score`	100.0	0.25	25.00
`testing_score`	85.0	0.20	17.00
`documentation_score`	76.0	0.15	11.40
`practices_score`	72.0	0.15	10.80
`code_quality`	61.0	0.10	6.10
Overall		1.00	79.3

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 8 Medium 2 Low 2 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 18 System graph 5 Crowd 0 Layer: Software 6 Quality 10 Cicd 4 Api 1 Frontend 1 Security 1

Exclude dismissed / FP Exclude test files

Scan summary Quality grade B+ (79/100). Dimensions: security 100, maintainability 60. 64 findings (29 security). 65,607 lines analyzed.

Showing 12 of 23 actionable findings. 107 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.

low Security checks cicd CI/CD security conf 0.90 ✓ Repobility 8 occurrences GitHub Action is tag-pinned rather than SHA-pinned

Action `actions/checkout` pinned to mutable ref `@v6` uses a mutable tag or branch. Pin external actions to a reviewed full commit SHA when the workflow is security-sensitive.

lines 23, 53, 83, 111, 139, 166, 193, 218

.github/workflows/main.yml:23, 53, 83, 111, 139, 166, 193, 218 (8 hits)

CI/CD securitySupply chainGitHub Actions

high Security checks cicd CI/CD security conf 0.90 ✓ Repobility 7 occurrences GitHub Action is tag-pinned rather than SHA-pinned

Action `dtolnay/rust-toolchain` pinned to mutable ref `@master` uses a mutable tag or branch. Pin external actions to a reviewed full commit SHA when the workflow is security-sensitive.

lines 31, 61, 91, 122, 147, 174, 201

.github/workflows/main.yml:31, 61, 91, 122, 147, 174, 201 (7 hits)

CI/CD securitySupply chainGitHub Actions

high System graph cicd CI/CD security conf 1.00 21 occurrences GitHub Action tracks a moving branch

dtolnay/rust-toolchain@master can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.

3 files, 21 locations

.github/workflows/main.yml:31, 61, 91, 122, 147, 174, 201, 229, +4 more (12 hits)

.github/workflows/beta.yml:28, 55, 82, 110, 131, 195, 259, 324 (8 hits)

.github/workflows/ffi.yml:28

CI/CD securitySupply chainGithub actions

high Security checks software dependencies conf 0.90 GitHub Action `actions/checkout@v4` is 2 major version(s) behind (latest v6.0.3)

`uses: actions/checkout@v4` is 2 major version(s) behind the latest published release v6.0.3. Old action majors run on deprecated runner images / Node versions and miss upstream fixes. This is the exact 'outdated GitHub Action' class Dependabot raises — and which Repobility had no coverage for.

.github/workflows/beta.yml:20

high Security checks software dependencies conf 0.90 3 occurrences GitHub Action `julia-actions/setup-julia@v2` is 1 major version(s) behind (latest v3.0.2)

`uses: julia-actions/setup-julia@v2` is 1 major version(s) behind the latest published release v3.0.2. Old action majors run on deprecated runner images / Node versions and miss upstream fixes. This is the exact 'outdated GitHub Action' class Dependabot raises — and which Repobility had no coverage…

3 files, 3 locations

.github/workflows/beta.yml:23

.github/workflows/ffi.yml:23

.github/workflows/main.yml:26

medium System graph cicd CI/CD security conf 1.00 29 occurrences GitHub Action is tag-pinned rather than SHA-pinned

julia-actions/setup-julia@v2 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.

3 files, 29 locations

.github/workflows/main.yml:26, 56, 86, 115, 118, 142, 169, 196, +4 more (20 hits)

.github/workflows/beta.yml:23, 50, 77, 103, 126, 190, 254, 319 (8 hits)

.github/workflows/ffi.yml:23

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.). Either auth lives in custom code, in a separate service, or is missing.

auth

low Security checks quality Quality conf 0.60 14 occurrences Duplicated implementation block across source files

Duplicate implementation blocks are maintenance debt. Keep them visible, but they are not a high-severity defect unless the duplicated logic is security-sensitive or drifting.

12 files, 14 locations

crates/jlrs_macros/src/derive/valid_field.rs:17, 21 (2 hits)

crates/jlrs_macros/src/derive/valid_layout.rs:17, 21 (2 hits)

crates/jlrs/src/data/managed/delegated_task.rs:74

crates/jlrs/src/data/managed/mod.rs:154

crates/jlrs/src/gc_safe/raw_mutex.rs:11

crates/jlrs/src/runtime/builder/mod.rs:53

crates/jlrs_macros/src/derive/ccall_return.rs:17

crates/jlrs_macros/src/derive/construct_type.rs:21

duplicationquality

high Security checks software dependencies conf 0.90 GitHub Action `ilammy/msvc-dev-cmd@v1` is minor version(s) behind (latest v1.13.0)

`uses: ilammy/msvc-dev-cmd@v1` is minor version(s) behind the latest published release v1.13.0. Old action majors run on deprecated runner images / Node versions and miss upstream fixes. This is the exact 'outdated GitHub Action' class Dependabot raises — and which Repobility had no coverage for.

.github/workflows/beta.yml:106

high Security checks software dependencies conf 0.90 GitHub Action `ilammy/msvc-dev-cmd@v1` is minor version(s) behind (latest v1.13.0)

.github/workflows/main.yml:118

high Security checks software dependencies conf 0.90 GitHub Action `actions/checkout@v6` is patch version(s) behind (latest v6.0.3)

`uses: actions/checkout@v6` is patch version(s) behind the latest published release v6.0.3. Old action majors run on deprecated runner images / Node versions and miss upstream fixes. This is the exact 'outdated GitHub Action' class Dependabot raises — and which Repobility had no coverage for.

.github/workflows/ffi.yml:20

high Security checks software dependencies conf 0.90 GitHub Action `actions/checkout@v6` is patch version(s) behind (latest v6.0.3)

.github/workflows/main.yml:23

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/558239b6-1a2b-4f35-8b95-9f5d320e7ffd/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/558239b6-1a2b-4f35-8b95-9f5d320e7ffd/

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.