Public recordExcellent
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-25 02:27 UTC
laithalsaadoon / microvms-agentd
A verified Rust client stack and in-VM daemon for AWS Lambda MicroVMs: typed trap closures, cost reporting, and a live conformance suite
laithalsaadoon/microvms-agentd holds a health index of 81 out of 100, placing it in the Excellent band. It scores highest on AI Readiness (87/100) and lowest on Community & Adoption (44/100). It was last updated today. A single contributor accounts for most of its recent work.
81
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
81
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe 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.
The weighted overall 69 is calibrated to 81 on the published index scale (record calibration 2026-08-02).
Ownership
Laith Al-SaadoonPersonal account
88 followers63 public repossince Nov 2014Amazon Web Services
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| crates.io | agentdpoints to another repo — not scored | 0.1.2 | 6 | 3 | 217 days ago | agentdaemonisolationsandboxsecuritycommand-line-utilitiesdevelopment-tools |
| crates.io | microvms-protocol | 0.10.0 | 75 | 12 | 0 days ago | awslambdamicrovmsprotocolserdeencodingvirtualization |
| crates.io | microvms-cli | 0.10.0 | 49 | 12 | 0 days ago | awsclilambdamicrovmssandboxcommand-line-utilitiesvirtualization |
| crates.io | microvms-core | 0.10.0 | 61 | 12 | 0 days ago | awslambdamicrovmmicrovmssandboxapi-bindingsvirtualization |
| npm | @theagenticguy/microvms | 0.9.0 | 1,455 | 10 | 0 days ago | microvmslambdaawssandboxmicrovmnapi-rs |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
76
Development activity
60Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 5.5/36 | Commit cadence — 8/52 weeks with commits |
| 18/18 | Commit volume — 313 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Inputs used
| commits_last_year | 313 |
| human_commit_share | 0.49 |
| days_since_last_push | 0 |
| active_weeks_last_year | 8 |
Release discipline
100Exceptional
How it's scored
| 27/27 | Ships releases — 11 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~3.2 days |
| 10/10 | OpenSSF Scorecard: Signed-Releases — 5 out of the last 5 releases have a total of 10 signed artifacts. |
Inputs used
| releases_count | 11 |
| latest_release_tag | v0.10.0 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 3.2 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
44
Popularity & adoption
10Critical
How it's scored
| 9.8/60 | Stars — 5 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 5 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
77Good
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 |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| readme_badges | 16 |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | github.com, shields.io |
| has_pull_request_template | yes |
Ecosystem adoption (downloads)
54Moderate
How it's scored
| 42.9/80 | Monthly downloads — 1,640 downloads/month across crates, npm |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | microvms-protocol, microvms-cli, microvms-core, @theagenticguy/microvms |
| dependents | — |
| ecosystems | crates, npm |
| total_downloads | 555 |
| monthly_downloads | 1,640 |
| unverified_packages_excluded | — |
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
58
Maintainer resilience (bus factor)
13Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0/22.5 | Commit distribution — top contributor authored 100% of commits |
| 1.4/13.5 | Contributor breadth — 1 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
How it's scored
| 41.3/42 | Issue resolution — 98% of issues closed |
| 25.9/30 | PR acceptance — 152/176 decided PRs merged |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 152 |
| open_issues | 1 |
| closed_issues | 61 |
| prs_merged_7d | 23 |
| prs_decided_7d | 23 |
| prs_merged_30d | 25 |
| prs_decided_30d | 25 |
| issue_closed_ratio | 0.984 |
| closed_unmerged_prs | 24 |
| first_time_authors_30d | 0 |
| first_time_prs_merged_30d | 0 |
| first_time_prs_decided_30d | 0 |
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
Ownership & stewardship
61Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 14/25 | Owner reach — 88 followers of laithalsaadoon |
| 25/25 | Track record — 63 public repos, account ~11 yr old |
Inputs used
| followers | 88 |
| owner_type | User |
| is_verified | — |
| owner_login | laithalsaadoon |
| public_repos | 63 |
| account_age_days | 4,342 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Exceptional
How it's scored
| 25/25 | Published & resolvable — 4 package(s) on crates, npm |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 12 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | microvms-protocol, microvms-cli, microvms-core, @theagenticguy/microvms |
| ecosystems | crates, npm |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
86
Engineering practices
84Excellent
How it's scored
| 24/24 | CI workflows — 9 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — agentd/Cargo.toml ([lints]), biome.json, microvms-cli/Cargo.toml ([lints]), microvms-core/Cargo.toml ([lints]), microvms-js/Cargo.toml ([lints]), microvms-py/Cargo.toml ([lints]), model/Cargo.toml ([lints]), protocol/Cargo.toml ([lints]), ruff.toml |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://laithalsaadoon.github.io/microvms-agentd/ |
| 10/10 | Repository description |
| 10/10 | Topics — 5 topics |
| 0/10 | Wiki |
Inputs used
| topics | aws-lambda, formal-verification, microvm, rust, stateright |
| has_wiki | no |
| homepage | https://laithalsaadoon.github.io/microvms-agentd/ |
| docs_site | https://laithalsaadoon.github.io/microvms-agentd/ |
| 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?
76
Security posture
76Good
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 5/5 | Fuzzing — project is fuzzed |
| 2.5/2.5 | License — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — no data |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 7.5/7.5 | Signed-Releases — 5 out of the last 5 releases have a total of 10 signed artifacts. |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 7.5 |
Excluded from scoring (no data or not applicable): Pinned-Dependencies. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
87
Agent context & guidance
100Exceptional
How it's scored
| 45/45 | Agent instructions — CLAUDE.md, site/authored/agents.md |
| 15/15 | Machine-readable docs (llms.txt) — llms.txt served by the project website (https://laithalsaadoon.github.io/microvms-agentd/llms.txt) |
| 40/40 | Legible commit history — 45 of 49 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | yes |
| llms_txt_url | https://laithalsaadoon.github.io/microvms-agentd/llms.txt |
| legible_history_share | 0.918 |
| agent_instruction_files | CLAUDE.md, site/authored/agents.md |
| agent_instruction_max_bytes | 3,426 |
Verify loop (build / test / typecheck)
91Excellent
How it's scored
| 18/18 | One-command bootstrap — mise.toml |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — agentd/Cargo.toml ([lints]), biome.json, microvms-cli/Cargo.toml ([lints]), microvms-core/Cargo.toml ([lints]), microvms-js/Cargo.toml ([lints]), microvms-py/Cargo.toml ([lints]), model/Cargo.toml ([lints]), protocol/Cargo.toml ([lints]), ruff.toml |
| 11/11 | Static type checking — microvms-py/py.typed, site/tsconfig.json |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 2/10 | Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited |
| 8/8 | Automated maintenance — 3 of the last 100 commits are automated dependency updates |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | Cargo.lock, pnpm-lock.yaml, uv.lock |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | mise.toml |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | microvms-py/py.typed, site/tsconfig.json |
| agent_commit_share | 0.01 |
| toolchain_manifests | Cargo.toml, agentd/Cargo.toml, agentd/fuzz/Cargo.toml, microvms-cli/Cargo.toml, microvms-core/Cargo.toml, microvms-js/Cargo.toml, microvms-py/Cargo.toml, model/Cargo.toml, protocol/Cargo.toml |
| dependency_bot_commit_share | 0.03 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
Code legibility for models
96Exceptional
How it's scored
| 45/45 | Type-checkable code — Rust (statically typed) |
| 50.6/55 | Manageable file sizes — 22/277 source files over 60KB |
Inputs used
| primary_language | Rust |
| largest_source_bytes | 340,990 |
| source_files_sampled | 277 |
| oversized_source_files | 22 |
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
| interfaces_expected_of | network-service |
Key facts
5GitHub stars
1contributors
313commits, last 12 months
0days since last push
11releases
1bus factor
1open issues
crates.io, npm, PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- Could not fetch crates package 'agentd-model' from its registry
- crates package 'agentd' points at a different repository (https://github.com/sibyllinesoft/agentd); excluded from ecosystem scoring
- Could not fetch crates package 'microvms-js' from its registry
- Could not fetch crates package 'microvms-py' from its registry
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
OpenSSF Scorecard 7.5 / 10
7.5aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 10 | Fuzzing | project is fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow detected |
| n/a | Pinned-Dependencies | internal error: internal error: invalid Dockerfile: unterminated heredoc |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file detected |
| 10 | Signed-Releases | 5 out of the last 5 releases have a total of 10 signed artifacts. |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 88
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| crates.io | protocol | 0.10.0 | agentd/Cargo.toml |
| crates.io | axum | 0.8.9 | agentd/Cargo.toml |
| crates.io | tower-http | 0.7 | agentd/Cargo.toml |
| crates.io | tokio | 1.53 | agentd/Cargo.toml |
| crates.io | http-body-util | 0.1 | agentd/Cargo.toml |
| crates.io | bytes | 1 | agentd/Cargo.toml |
| crates.io | serde | 1 | agentd/Cargo.toml |
| crates.io | serde_json | 1 | agentd/Cargo.toml |
| crates.io | tar | 0.4.46 | agentd/Cargo.toml |
| crates.io | subtle | 2.6 | agentd/Cargo.toml |
| crates.io | nix | 0.31 | agentd/Cargo.toml |
| crates.io | tempfile | 3 | agentd/Cargo.toml |
| crates.io | tracing | 0.1 | agentd/Cargo.toml |
| crates.io | tracing-subscriber | 0.3 | agentd/Cargo.toml |
| crates.io | futures-util | 0.3 | agentd/Cargo.toml |
| crates.io | tokio-util | 0.7 | agentd/Cargo.toml |
| crates.io | base64 | 0.23 | agentd/Cargo.toml |
| crates.io | const-hex | 1.19 | agentd/Cargo.toml |
| crates.io | getrandom | 0.4 | agentd/Cargo.toml |
| crates.io | schemars | 1.2.2 | agentd/Cargo.toml |
| crates.io | snow | 0.10 | agentd/Cargo.toml |
| crates.io | x25519-dalek | 3 | agentd/Cargo.toml |
| crates.io | microvms-core | 0.10.0 | microvms-cli/Cargo.toml |
| crates.io | clap | 4.6.6 | microvms-cli/Cargo.toml |
| crates.io | ratatui | 0.30.2 | microvms-cli/Cargo.toml |
| crates.io | serde | 1 | microvms-cli/Cargo.toml |
| crates.io | serde_json | 1 | microvms-cli/Cargo.toml |
| crates.io | tokio | 1.53 | microvms-cli/Cargo.toml |
| crates.io | toml | 1 | microvms-cli/Cargo.toml |
| crates.io | globset | 0.4 | microvms-cli/Cargo.toml |
| crates.io | tar | 0.4.46 | microvms-cli/Cargo.toml |
| crates.io | unicode-width | 0.2 | microvms-cli/Cargo.toml |
| crates.io | sha2 | 0.11 | microvms-cli/Cargo.toml |
| crates.io | const-hex | 1.19 | microvms-cli/Cargo.toml |
| crates.io | notify | 8 | microvms-cli/Cargo.toml |
| crates.io | protocol | 0.10.0 | microvms-core/Cargo.toml |
| crates.io | thiserror | 2.0.19 | microvms-core/Cargo.toml |
| crates.io | serde | 1 | microvms-core/Cargo.toml |
| crates.io | serde_json | 1 | microvms-core/Cargo.toml |
| crates.io | rust_decimal | 1.42 | microvms-core/Cargo.toml |
| crates.io | jiff | 0.2 | microvms-core/Cargo.toml |
| crates.io | rust_decimal_macros | 1.40 | microvms-core/Cargo.toml |
| crates.io | aws-config | 1.10 | microvms-core/Cargo.toml |
| crates.io | aws-credential-types | 1.3 | microvms-core/Cargo.toml |
| crates.io | aws-sigv4 | 1.5 | microvms-core/Cargo.toml |
| crates.io | reqwest | 0.13 | microvms-core/Cargo.toml |
| crates.io | http | 1.5 | microvms-core/Cargo.toml |
| crates.io | backon | 1.6 | microvms-core/Cargo.toml |
| crates.io | zip | 8.6 | microvms-core/Cargo.toml |
| crates.io | sha2 | 0.11 | microvms-core/Cargo.toml |
| crates.io | tokio | 1.53 | microvms-core/Cargo.toml |
| crates.io | futures-util | 0.3 | microvms-core/Cargo.toml |
| crates.io | tokio-tungstenite | 0.30 | microvms-core/Cargo.toml |
| crates.io | base64 | 0.23 | microvms-core/Cargo.toml |
| crates.io | const-hex | 1.19 | microvms-core/Cargo.toml |
| crates.io | getrandom | 0.4 | microvms-core/Cargo.toml |
| crates.io | percent-encoding | 2.3 | microvms-core/Cargo.toml |
| crates.io | snow | 0.10 | microvms-core/Cargo.toml |
| crates.io | x25519-dalek | 3 | microvms-core/Cargo.toml |
| crates.io | microvms-core | 0.10.0 | microvms-js/Cargo.toml |
| crates.io | protocol | 0.10.0 | microvms-js/Cargo.toml |
| crates.io | napi | 3 | microvms-js/Cargo.toml |
| crates.io | napi-derive | 3 | microvms-js/Cargo.toml |
| crates.io | serde_json | 1 | microvms-js/Cargo.toml |
| crates.io | tokio | 1.53 | microvms-js/Cargo.toml |
| crates.io | microvms-core | 0.10.0 | microvms-py/Cargo.toml |
| crates.io | protocol | 0.10.0 | microvms-py/Cargo.toml |
| crates.io | serde_json | 1 | microvms-py/Cargo.toml |
| crates.io | pyo3 | 0.29 | microvms-py/Cargo.toml |
| crates.io | tokio | 1.53 | microvms-py/Cargo.toml |
| crates.io | stateright | 0.31 | model/Cargo.toml |
| crates.io | serde | 1 | protocol/Cargo.toml |
| crates.io | schemars | 1.2.2 | protocol/Cargo.toml |
| crates.io | serde_json | 1 | protocol/Cargo.toml |
| npm | @astrojs/markdown-satteri | 0.3.8 | site/package.json |
| npm | @astrojs/starlight | 0.41.10 | site/package.json |
| npm | @expressive-code/plugin-collapsible-sections | 0.44.1 | site/package.json |
| npm | @expressive-code/plugin-line-numbers | 0.44.1 | site/package.json |
| npm | astro | 7.2.9 | site/package.json |
| npm | astro-og-canvas | 0.13.0 | site/package.json |
| npm | beautiful-mermaid | 1.1.3 | site/package.json |
| npm | canvaskit-wasm | 0.42.0 | site/package.json |
| npm | satteri | 0.10.5 | site/package.json |
| npm | starlight-base-path | 0.2.1 | site/package.json |
| npm | starlight-links-validator | 0.25.3 | site/package.json |
| npm | starlight-llms-txt | 0.11.0 | site/package.json |
| npm | starlight-md-txt | 0.1.0 | site/package.json |
| npm | starlight-scroll-to-top | 1.0.1 | site/package.json |
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
Feedback
Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.
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 v2.10.0, schema v0.34.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — crates.io, npm.