Public recordModerate
Software health reportschema 0.23.0 · metrics 1.13.0 · 2026-07-21 15:50 UTC
omnimind-ai / OmniInfer
Unified, efficient, and easy-to-use inference infrastructure for edge AI || 面向端侧 AI 的统一、高效、易用的推理基础设施
omnimind-ai/OmniInfer holds a health index of 61 out of 100, placing it in the Moderate band. It scores highest on Vitality (84/100) and lowest on Security (25/100). It was last updated today. A single contributor accounts for most of its recent work.
61
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
61
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
omnimind.aiOrganization
48 followers18 public repossince May 2025
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
84
Development activity
74Good
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 12.5/36 | Commit cadence — 18/52 weeks with commits |
| 18/18 | Commit volume — 1,109 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — no data |
Inputs used
| commits_last_year | 1,109 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 18 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 31 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~2.4 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 31 |
| latest_release_tag | v0.3.9 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 2.4 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
62
Popularity & adoption
55Moderate
How it's scored
| 47.2/60 | Stars — 810 stars |
| 7.5/25 | Forks — 9 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 9 |
| stars | 810 |
| watchers | 1 |
| growth_state | organic |
| growth_factor_pct | 100 |
Community health
70Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
57
Maintainer resilience (bus factor)
24Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 2.7/22.5 | Commit distribution — top contributor authored 88% of commits |
| 9.5/13.5 | Contributor breadth — 7 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — no data |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 7 |
| top_contributor_share | 0.881 |
Issue & PR responsiveness
99Excellent
How it's scored
| 46.8/46.8 | Issue resolution — 100% of issues closed |
| 37.5/38.3 | PR acceptance — 146/149 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — no data |
Inputs used
| merged_prs | 146 |
| open_issues | 0 |
| closed_issues | 4 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 3 |
Ownership & stewardship
54Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 12.2/25 | Owner reach — 48 followers of omnimind-ai |
| 11.7/25 | Track record — 18 public repos, account ~1 yr old |
Inputs used
| followers | 48 |
| owner_type | Organization |
| is_verified | — |
| owner_login | omnimind-ai |
| public_repos | 18 |
| account_age_days | 430 |
Engineering Quality
Are baseline engineering and documentation practices in place?
66
Engineering practices
60Moderate
How it's scored
| 24/24 | CI workflows — 3 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
75Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
25
Security posture
25Critical
How it's scored
| 0/30 | Security policy (SECURITY.md) |
| 0/25 | Dependabot config |
| 25/25 | Dependency lockfiles — Cargo.lock |
| 0/20 | CodeQL workflow |
Inputs used
| source | file_signals |
| lockfiles | Cargo.lock |
| manifests | Cargo.toml |
| has_codeql_workflow | no |
| has_security_policy | no |
| has_dependabot_config | no |
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
61
Agent context & guidance
40At risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 100 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 1 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
62Moderate
How it's scored
| 12.6/18 | One-command bootstrap — Cargo.toml, android/omniinfer-server/build.gradle.kts, crates/omniinfer-cli/Cargo.toml (toolchain convention, no task runner) |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — Rust (statically typed) |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | Cargo.lock |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | Cargo.toml, android/omniinfer-server/build.gradle.kts, crates/omniinfer-cli/Cargo.toml, crates/omniinfer-core/Cargo.toml |
| dependency_bot_commit_share | 0 |
Code legibility for models
99Excellent
How it's scored
| 45/45 | Type-checkable code — Rust (statically typed) |
| 53.9/55 | Manageable file sizes — 2/98 source files over 60KB |
Inputs used
| primary_language | Rust |
| largest_source_bytes | 64,280 |
| source_files_sampled | 98 |
| oversized_source_files | 2 |
Key facts
810GitHub stars
7contributors
1,109commits, last 12 months
0days since last push
31releases
1bus factor
0open issues
crates.iopackage ecosystems
Data collection warnings
- Could not fetch crates package 'omniinfer-cli' from its registry
- Could not fetch crates package 'omniinfer-core' from its registry
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- OpenSSF Scorecard did not return a usable result (2026/07/21 15:49:52 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks
More detail
Star and fork history 810 ★ / 9 ⇿
810Stars
9Forks
29Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 3Patch 26
Direct dependencies 27
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| crates.io | anyhow | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | axum | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | base64 | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | bytes | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | clap | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | clap_complete | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | crossterm | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | flate2 | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | http-body-util | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | hyper | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | hyper-util | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | omniinfer-core | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | rand | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | serde | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | serde_json | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | sha2 | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | sysinfo | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | tar | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | tokio | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | tokio-stream | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | ureq | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | zip | — | crates/omniinfer-cli/Cargo.toml |
| crates.io | serde | — | crates/omniinfer-core/Cargo.toml |
| crates.io | serde_json | — | crates/omniinfer-core/Cargo.toml |
| crates.io | rand | — | crates/omniinfer-core/Cargo.toml |
| crates.io | thiserror | — | crates/omniinfer-core/Cargo.toml |
| crates.io | ureq | — | crates/omniinfer-core/Cargo.toml |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
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{
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{
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{
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{
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],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Could not fetch crates package 'omniinfer-cli' from its registry",
"Could not fetch crates package 'omniinfer-core' from its registry",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"OpenSSF Scorecard did not return a usable result (2026/07/21 15:49:52 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks"
],
"report_type": "repository",
"generated_at": "2026-07-21T15:50:34.093928Z",
"schema_version": "0.23.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/omnimind-ai/OmniInfer.svg",
"full_name": "omnimind-ai/OmniInfer",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.23.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.