File Storage & Sandbox Backends for Pydantic AI: console tools for file operations, Docker-isolated sandboxes for safe execution, and permission system with presets for access control. Enables secure multi-user handling and testing in agents via in-memory, local, or containerized storage.
vstorm-co/pydantic-ai-backend holds a health index of 90 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (96/100) and lowest on Security (58/100). It was last updated today. A single contributor accounts for most of its recent work.
90
overall / 100
Excellent
Software 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.
90
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 76 is calibrated to 90 on the published index scale (record calibration 2026-08-02).
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.
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:pydantic-ai-backend@0.2.18; advisories assessed against the repository dependency graph instead
More detail
Star and fork history 0 ★ / 23 ⇿
0Stars
23Forks
35Releases
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 2Patch 33
OpenSSF Scorecard 5.8 / 10
5.8aggregate
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).Scorecard v5.5.0 · 2026-08-01 09:32 UTC
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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"headline": "chore(release): 0.2.13 — fix LocalBackend CR doubling on Windows (#53)",
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"body": "Path.write_text() opens in text mode, translating \\n to os.linesep on\nwrite while leaving existing \\r untouched. Content already containing\n\\r\\n (commonly emitted by LLMs) became \\r\\r\\n on Windows, leaving files\nwith blank lines between every line of code.\n\nStrip \\r before writing so text mode re-adds clean platform-native line\nendings, regardless of the line endings in the incoming content.\n\nFixes #51\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "Merge pull request #50 from vstorm-co/feat/0.2.11",
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"body": "…_file\n\nBump version 0.2.10 → 0.2.11 and add the CHANGELOG entry for #48, which\nadds document_support / max_document_bytes to create_console_toolset so\nread_file returns PDFs as BinaryContent(application/pdf) for document-capable\nmodels, kept separate from image_support.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "Split PDF/document handling out from the image path so the two content\nkinds stay clearly distinct and can evolve independently (e.g. OCR for\nimages, native document understanding or text-extraction fallbacks for\nPDF/DOCX).\n\n- Add a dedicated `document_support` flag and `max_document_bytes` limit\n \n[…]\nary_within_limit` for the not-found/empty and\n size-limit guards. read_file checks image_support then document_support\n in both edit_format variants.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
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"body": "# Conflicts:\n#\tCHANGELOG.md",
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"headline": "Merge remote-tracking branch 'origin/main' into feat/0.2.9",
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"headline": "Merge pull request #43 from vstorm-co/chore/ci-action-bumps",
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"body": "Folds the action bumps (#41) under a release tag so downstream Renovate\nin pydantic-deep picks them up.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"headline": "Merge pull request #36 from vstorm-co/fix/93",
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"body": "Add TestKillProcTree class with two cases that monkeypatch sys.platform\nto win32 and pass a MagicMock for the subprocess. Without these tests\nthe Windows branch (lines 706-708) was unreachable on Linux/macOS CI.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"body": "Review fixes for the async_execute path:\n\n- Launch the subprocess with start_new_session=True on Unix so cancelled\n or timed-out runs can kill the whole process tree via os.killpg.\n Previously proc.kill() only terminated the shell, leaving grandchildren\n (e.g. the actual `sleep` inside `sh -c \"sl\n[…]\nandchild dies after cancelling the parent task on\n Unix. Skipped on Windows.\n\nAlso bump version to 0.2.7 and update CHANGELOG.md.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"is_bot": false,
"headline": "Merge pull request #34 from vstorm-co/fix/33",
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"headline": "fix: linting & typing",
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
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{
"name": "Branch-Protection",
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"reason": "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",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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{
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{
"name": "CII-Best-Practices",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
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{
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{
"name": "Contributors",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
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{
"name": "Dangerous-Workflow",
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"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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{
"name": "Dependency-Update-Tool",
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"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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{
"name": "Fuzzing",
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"reason": "project is not fuzzed",
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},
{
"name": "License",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
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{
"name": "Packaging",
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"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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{
"name": "Pinned-Dependencies",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
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{
"name": "SAST",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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{
"name": "Security-Policy",
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"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
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{
"name": "Token-Permissions",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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{
"name": "Vulnerabilities",
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"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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],
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"source": {
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"metrics": {
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"notes": [
{
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{
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{
"key": "forks",
"name": "Forks",
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{
"key": "watchers",
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]
},
{
"key": "community_health",
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"name": "Community health",
"note": null,
"notes": [],
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"inputs": {
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"has_license": true,
"readme_badges": null,
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"components": [
{
"key": "readme",
"name": "README",
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{
"key": "license",
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"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
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"code": "license_standard",
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{
"code": "license_spdx",
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],
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{
"key": "contributing_guide",
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"max_points": 18
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{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
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{
"key": "issue_template",
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"detail": null,
"points": 0,
"status": "missed",
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{
"key": "pr_template",
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"max_points": 6.3
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{
"key": "ecosystem_adoption",
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"notes": [
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"code": "weights_renormalized",
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],
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"components": [
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"key": "monthly_downloads",
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"points": 70.4,
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],
"max_points": 80
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{
"key": "registry_dependents",
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"points": 0,
"status": "excluded",
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],
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{
"key": "governance",
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"key": "maintainer_resilience",
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"key": "bus_factor",
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"code": "bus_factor",
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{
"key": "commit_distribution",
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{
"key": "contributor_breadth",
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{
"key": "openssf_scorecard_contributors",
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},
{
"key": "responsiveness",
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"notes": [
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"code": "excluded_no_data",
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"code": "weights_renormalized",
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"components": [
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{
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{
"key": "openssf_scorecard_code_review",
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]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
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"inputs": {
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"components": [
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"key": "verified_domain",
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{
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{
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{
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],
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},
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"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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"warnings": [
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"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index pypi:pydantic-ai-backend@0.2.18; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-08-01T09:32:35.244272Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/v/vstorm-co/pydantic-ai-backend.svg",
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}
Related records
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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 v2.3.1, schema v0.27.0 — full methodology · metrics wiki.
