Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-26 12:34 UTC
Artexis10 / exomem
Self-hosted MCP server that makes your Obsidian/markdown vault searchable — text, PDFs, Office docs, images, audio — from any MCP client. Hybrid retrieval over a typed, governed corpus, sub-second at 50k notes; your files stay plain markdown.
Artexis10/exomem holds a health index of 53 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (77/100) and lowest on Security (20/100). It was last updated today. A single contributor accounts for most of its recent work.
53
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.
53
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
Hugo Ander KiviPersonal account
10 followers24 public repossince Sep 2019Substrate Systems OÜ
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 |
|---|---|---|---|---|---|---|
| PyPI | exomem | 0.33.0 | - | 50 | 0 days ago | agent-memoryai-agentsclaudehybrid-searchknowledge-basemarkdownmcpmcp-serverobsidianragsemantic-search |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
71
Development activity
58Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 3.5/36 | Commit cadence — 5/52 weeks with commits |
| 18/18 | Commit volume — 561 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 | 561 |
| human_commit_share | 0.78 |
| days_since_last_push | 0 |
| active_weeks_last_year | 5 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 51 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~0.5 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 51 |
| latest_release_tag | v0.33.0 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 0.5 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
40
Popularity & adoption
14Critical
How it's scored
| 13.7/60 | Stars — 8 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 8 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
70Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (AGPL-3.0) |
| 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?
48
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 |
Issue & PR responsiveness
47At risk
How it's scored
| 9.3/46.8 | Issue resolution — 20% of issues closed |
| 37.4/38.3 | PR acceptance — 320/327 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/24 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 320 |
| open_issues | 4 |
| closed_issues | 1 |
| issue_closed_ratio | 0.2 |
| closed_unmerged_prs | 7 |
Ownership & stewardship
50Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 7.5/25 | Owner reach — 10 followers of Artexis10 |
| 22.2/25 | Track record — 24 public repos, account ~6 yr old |
Inputs used
| followers | 10 |
| owner_type | User |
| is_verified | — |
| owner_login | Artexis10 |
| public_repos | 24 |
| account_age_days | 2,516 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 50 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | exomem |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
77
Engineering practices
68Moderate
How it's scored
| 24/24 | CI workflows — 6 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 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 | no |
| has_precommit_config | no |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://substratesystems.io/exomem |
| 10/10 | Repository description |
| 10/10 | Topics — 12 topics |
| 0/10 | Wiki |
Inputs used
| topics | agent-memory, ai-agents, claude, hybrid-search, knowledge-base, markdown, mcp, mcp-server, obsidian, rag, self-hosted, semantic-search |
| has_wiki | no |
| homepage | https://substratesystems.io/exomem |
| 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?
20
Security posture
20Critical
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 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 0/24 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 0/10 | Dangerous-Workflow — dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not 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 |
| 1/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 34 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 2 |
Excluded from scoring (no data or not applicable): branch_protection. Remaining weights renormalized.
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.
60
Agent context & guidance
85Excellent
How it's scored
| 45/45 | Agent instructions — AGENTS.md, CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 78 of 78 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 1 |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 6,687 |
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 10/10 | Demonstrated agent practice — 20 of the last 100 commits agent-authored or agent-credited |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 2/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | package-lock.json, uv.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0.2 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
52Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 51.8/55 | Manageable file sizes — 39/673 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 280,633 |
| source_files_sampled | 673 |
| oversized_source_files | 39 |
Machine-readable interfaces
60Moderate
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 40/40 | Runnable examples — examples, sample |
Inputs used
| example_dirs | examples, sample |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
8GitHub stars
1contributors
561commits, last 12 months
0days since last push
51releases
1bus factor
4open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:exomem@0.33.0; advisories assessed against the repository dependency graph instead
More detail
OpenSSF Scorecard 2.0 / 10
2.0aggregate
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 |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 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 0/24 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 0 | Dangerous-Workflow | dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not 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 |
| 2 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 2 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 34 existing vulnerabilities detected |
Direct dependencies 11
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | fastmcp | ==3.4.4 | pyproject.toml |
| PyPI | httpx | >=0.27 | pyproject.toml |
| PyPI | pyyaml | >=6.0 | pyproject.toml |
| PyPI | python-slugify | >=8.0 | pyproject.toml |
| PyPI | python-dotenv | >=1.0 | pyproject.toml |
| PyPI | python-multipart | >=0.0.9 | pyproject.toml |
| PyPI | pyjwt | >=2.8 | pyproject.toml |
| PyPI | rank-bm25 | >=0.2.2 | pyproject.toml |
| PyPI | numpy | >=1.26 | pyproject.toml |
| PyPI | snowballstemmer | >=2.2 | pyproject.toml |
| PyPI | watchdog | >=4.0 | pyproject.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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"key": "openssf_scorecard_code_review",
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"detail": "Found 0/24 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
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}
]
},
{
"key": "stewardship",
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"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
"params": {
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}
},
{
"code": "weights_renormalized",
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},
"components": [
{
"key": "ownership_backing",
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"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
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"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
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"detail": "10 followers of Artexis10",
"points": 7.5,
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"details": [
{
"code": "owner_followers",
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"login": "Artexis10"
}
}
],
"max_points": 25
},
{
"key": "track_record",
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"detail": "24 public repos, account ~6 yr old",
"points": 22.2,
"status": "partial",
"details": [
{
"code": "public_repos",
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}
},
{
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}
],
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]
},
{
"key": "package_maintenance",
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}
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{
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{
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{
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],
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},
{
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"name": "Engineering Quality",
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"weight": 0.2,
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"note": null,
"notes": [],
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{
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}
]
},
{
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}
]
}
],
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},
{
"key": "security",
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"weight": 0.16,
"metrics": [
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}
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},
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},
{
"key": "branch_protection",
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"points": 0,
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{
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},
{
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"points": 0,
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{
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{
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},
{
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},
{
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"points": 0,
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},
{
"key": "fuzzing",
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"points": 0,
"status": "missed",
"details": [],
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},
{
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"details": [],
"max_points": 2.5
},
{
"key": "maintained",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
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"details": [],
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{
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{
"key": "sast",
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},
{
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"points": 0,
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"details": [],
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},
{
"key": "signed_releases",
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"points": 0,
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},
{
"key": "token_permissions",
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"points": 0,
"status": "missed",
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"max_points": 7.5
},
{
"key": "vulnerabilities",
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"points": 0,
"status": "missed",
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"max_points": 7.5
}
]
},
{
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}
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"components": [
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],
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{
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"name": "AI Readiness",
"value": 60,
"weight": 0,
"metrics": [
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},
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{
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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": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index pypi:exomem@0.33.0; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-26T12:34:06.270089Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/Artexis10/exomem.svg",
"full_name": "Artexis10/exomem",
"license_state": "standard",
"license_spdx": "AGPL-3.0"
}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 v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.