# Shuffle/Shuffle — health index 75/100 (Good)

> Inspection of the public repository Shuffle/Shuffle by inspect.software. It holds a health index of 75 out of 100, placing it in the Good band. The index is a signal derived from publicly visible practice, not a warranty, a security audit, or an endorsement, and it is independent of payment.

- Repository: https://github.com/Shuffle/Shuffle
- Report page: https://inspect.software/software/Shuffle/Shuffle
- Full JSON report: https://inspect.software/api/repositories/Shuffle/Shuffle/report
- Badge: https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/Shuffle/Shuffle.svg
- Inspected: 2026-08-31
- Methodology: metrics 2.10.0, report schema 0.34.0 (https://inspect.software/methodology.md)

## Category summary

| Category | Weight | Index | Band |
|---|---|---|---|
| Vitality | 21% | 89/100 | Excellent |
| Community & Adoption | 17% | 79/100 | Good |
| Sustainability & Governance | 23% | 58/100 | Moderate |
| Engineering Quality | 19% | 60/100 | Moderate |
| Security | 16% | 42/100 | Weak |
| AI Readiness | 4% | 44/100 | Weak |

The weighted overall 65 is calibrated to 75 on the published index scale (record calibration 2026-08-02).

## Repository facts

| Field | Value |
|---|---|
| Description | Shuffle: A general purpose security automation platform. Our focus is on collaboration and resource sharing. |
| Classification | network-service, web-ui |
| Homepage | https://shuffler.io |
| Primary language | JavaScript |
| License | AGPL-3.0 |
| Stars | 2,423 |
| Forks | 428 |
| Created | 2020-05-07 |
| Last push | 2026-08-27 |
| Latest release | v2.2.2-rc3 |
| Commits (last year) | 481 |
| Bus factor | 1 |
| Topics | automation, cybersecurity, openapi, shuffle, security, workflow-editor, integrations, mitre-attack, discord, soar, security-orchestrator, orchestration, security-automation, orchestrator, orchestrator-gui |

## Vitality — 89/100 (Excellent)

Is the project alive — is code being written and are releases shipping? Weight: 21% of the overall index.

### Development activity — 81/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Push recency | met | 36 / 36 | last push 4 days ago |
| Commit cadence | partial | 24.2 / 36 | 35/52 weeks with commits |
| Commit volume | met | 18 / 18 | 481 commits in the last year |
| OpenSSF Scorecard: Maintained | partial | 3 / 10 | 0 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 3 |

### Release discipline — 100/100 (Exceptional)

Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Ships releases | met | 27 / 27 | 76 releases published |
| Release recency | met | 36 / 36 | latest release 46 days ago |
| Release cadence | met | 27 / 27 | a release every ~12.5 days |
| OpenSSF Scorecard: Signed-Releases | excluded | 0 / 10 | no releases found |

### Abandonment — 100/100 (Exceptional)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Project is still maintained | met | 100 / 100 | last human commit 108 days ago |

## Community & Adoption — 79/100 (Good)

Does the project have users, downloads, attention, and a welcoming setup for contributors? Weight: 17% of the overall index.

### Popularity & adoption — 86/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Stars | partial | 54.9 / 60 | 2,423 stars |
| Forks | partial | 21.9 / 25 | 428 forks |
| Watchers | partial | 8.8 / 15 | 40 watchers |

### Community health — 70/100 (Good)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| README | met | 22.5 / 22.5 | — |
| License | met | 22.5 / 22.5 | recognized license (AGPL-3.0) |
| CONTRIBUTING guide | met | 18 / 18 | — |
| Code of conduct | not met | 0 / 13.5 | — |
| Issue template | not met | 0 / 7.2 | — |
| PR template | not met | 0 / 6.3 | — |

## Sustainability & Governance — 58/100 (Moderate)

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep? Weight: 23% of the overall index.

### Maintainer resilience (bus factor) — 40/100 (Weak)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Bus factor | partial | 9 / 54 | 1 contributor(s) cover half of all commits |
| Commit distribution | partial | 7.4 / 22.5 | top contributor authored 67% of commits |
| Contributor breadth | met | 13.5 / 13.5 | 39 contributors |
| OpenSSF Scorecard: Contributors | met | 10 / 10 | project has 13 contributing companies or organizations |

### Issue & PR responsiveness — 50/100 (Moderate)

Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Issue resolution | partial | 25.9 / 42 | 62% of issues closed |
| PR acceptance | partial | 15.8 / 30 | 371/704 decided PRs merged |
| Newcomer PR acceptance | excluded | 0 / 13 | no first-time contributor's PR decided in 30d |
| OpenSSF Scorecard: Code-Review | partial | 1.5 / 15 | Found 2/15 approved changesets -- score normalized to 1 |

### Ownership & stewardship — 88/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Ownership backing | met | 30 / 30 | organization-owned |
| Verified domain | met | 20 / 20 | — |
| Owner reach | partial | 15.7 / 25 | 150 followers of Shuffle |
| Track record | partial | 22.8 / 25 | 34 public repos, account ~5 yr old |

## Engineering Quality — 60/100 (Moderate)

Are baseline engineering and documentation practices in place? Weight: 19% of the overall index.

### Engineering practices — 50/100 (Moderate)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| CI workflows | met | 24 / 24 | 10 workflow(s) |
| Tests present | met | 24 / 24 | — |
| Linter config | not met | 0 / 16 | — |
| Pre-commit hooks | not met | 0 / 9.6 | — |
| .editorconfig | not met | 0 / 6.4 | — |
| OpenSSF Scorecard: CI-Tests | partial | 2 / 20 | 1 out of 6 merged PRs checked by a CI test -- score normalized to 1 |

### Documentation — 75/100 (Good)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| README | met | 30 / 30 | — |
| Documentation directory | not met | 0 / 25 | — |
| Documentation / homepage site | met | 15 / 15 | https://shuffler.io |
| Repository description | met | 10 / 10 | — |
| Topics | met | 10 / 10 | 15 topics |
| Wiki | met | 10 / 10 | — |

## Security — 42/100 (Weak)

Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure? Weight: 16% of the overall index.

### Security posture — 49/100 (Weak)

Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Binary-Artifacts | met | 7.5 / 7.5 | no binaries found in the repo |
| Branch-Protection | partial | 0.8 / 7.5 | branch protection is not maximal on development and all release branches |
| CI-Tests | partial | 0.2 / 2.5 | 1 out of 6 merged PRs checked by a CI test -- score normalized to 1 |
| CII-Best-Practices | not met | 0 / 2.5 | no effort to earn an OpenSSF best practices badge detected |
| Code-Review | partial | 0.8 / 7.5 | Found 2/15 approved changesets -- score normalized to 1 |
| Contributors | met | 2.5 / 2.5 | project has 13 contributing companies or organizations |
| Dangerous-Workflow | met | 10 / 10 | no dangerous workflow patterns detected |
| Dependency-Update-Tool | met | 7.5 / 7.5 | update tool detected |
| Fuzzing | not met | 0 / 5 | project is not fuzzed |
| License | met | 2.5 / 2.5 | license file detected |
| Maintained | partial | 2.2 / 7.5 | 0 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 3 |
| Packaging | met | 5 / 5 | packaging workflow detected |
| Pinned-Dependencies | not met | 0 / 5 | dependency not pinned by hash detected -- score normalized to 0 |
| SAST | partial | 3.5 / 5 | SAST tool detected but not run on all commits |
| Security-Policy | met | 5 / 5 | security policy file detected |
| Signed-Releases | excluded | 0 / 7.5 | no releases found |
| Token-Permissions | not met | 0 / 7.5 | detected GitHub workflow tokens with excessive permissions |
| Vulnerabilities | not met | 0 / 7.5 | 96 existing vulnerabilities detected |

### Dependency advisories — 14/100 (Critical)

Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 1257 resolved dependencies against OSV; 2 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Direct dependencies free of known advisories | partial | 1.4 / 35 | 20 affected: github.com/docker/docker 20.10.1+incompatible (critical 9.9), github.com/docker/docker 20.10.3-0.20210216175712-646072ed6524+incompatible (critical 9.9), github.com/docker/docker 20.10.5+incompatible (critical 9.9), +17 more |
| Indirect dependencies free of known advisories | excluded | 0 / 25 | transitive set not separable from development and test dependencies in this scope |
| No advisories left outstanding | partial | 8.8 / 40 | 17 advisory-carrying package(s) unaddressed past 90 days; oldest published 1655 days ago |

### Malicious dependencies — 100/100 (Exceptional)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| No dependency reported as a malicious package | met | 100 / 100 | no dependency is reported as a malicious package |

### High-Risk Jurisdiction Exposure — 100/100 (Exceptional)

Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Policy exposure multiplier | met | 100 / 100 | no confirmed policy-scope location match |

## AI Readiness — 44/100 (Weak)

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero).

### Agent context & guidance — 36/100 (Weak)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Agent instructions | not met | 0 / 45 | no CLAUDE.md / AGENTS.md / editor rules |
| Machine-readable docs (llms.txt) | met | 15 / 15 | llms.txt served by the project website (https://shuffler.io/llms.txt) |
| Legible commit history | partial | 20.8 / 40 | 39 of 100 human commits state their intent (structured subject or explanatory body) |

### Verify loop (build / test / typecheck) — 50/100 (Moderate)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| One-command bootstrap | partial | 12.6 / 18 | backend/go-app/go.mod, functions/onprem/worker/go.mod (toolchain convention, no task runner) |
| Automated tests | met | 22 / 22 | — |
| Lint / format config | not met | 0 / 11 | — |
| Static type checking | not met | 0 / 11 | — |
| Reproducible environment | met | 10 / 10 | Dockerfile, lockfile |
| Demonstrated agent practice | not met | 0 / 10 | no agent-authored commits among the last 100 |
| Automated maintenance | partial | 5 / 8 | dependency automation configured, none observed in the sampled commits |
| OpenSSF Scorecard: Pinned-Dependencies | not met | 0 / 10 | dependency not pinned by hash detected -- score normalized to 0 |

### Code legibility for models — 45/100 (Weak)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Type-checkable code | not met | 0 / 45 | JavaScript without a type-check config |
| Manageable file sizes | partial | 45.4 / 55 | 32/183 source files over 60KB |

## Collection warnings

- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- Advisory severity resolved for 120 of 124 advisories (lookup cap); the remainder are reported as unknown severity

## What this report is

inspect.software measures public repositories against a single published, versioned methodology and reports the result as a 1–100 health index. Findings are signals derived from what is visible in public repository data — they are not a security audit, a warranty, or an endorsement, and no result depends on payment.

- Methodology, formulas and weights: https://inspect.software/methodology.md
- What a result does and does not claim: https://inspect.software/wiki/signals-not-warranties.md
- Rating bands: https://inspect.software/wiki/scoring-bands.md
- Corrections: https://inspect.software/contact.md
- Index of all documents: https://inspect.software/llms.txt