Trust and health report
AI-For-Beginners - trust report
Sourced, dated trust signals - maintenance label posture, repository provenance, and security scan status. Not a composite safety grade.
GraphCanon updated Sep 21, 2026 · GitHub synced Sep 21, 2026
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Maintenance
Recency and activity heuristics from public GitHub metadata (maintenance label, momentum); methodology: github_public_v1.
last push 4d ago
+15k stars (30d) · +3 open issues (30d)
Provenance
Repository identity and fork provenance (github_public_v1).
- GitHub repo id: 344190478
- Not a fork
- Verified publisher: organization account
- Computed Sep 21, 2026
Security intelligence
Source-by-source security scan results from public intelligence providers. Missing, partial, or failed queries are shown explicitly and are not treated as clean.
OSV dependency advisories
Published findings- Last query
- Jul 11, 2026
- Scanner
- osv@v1
- Stored findings
- 3
OpenSSF Scorecard
Not queried- Scanner
- openssf-scorecard@v1
Weekly public scans omit some checks at scale.
View source evidenceDependency advisories (deduplicated)
Method and caveats: these are sourced, dated heuristics from public GitHub data and external security intelligence providers. A status like "no published findings from this source" is not a guarantee of safety. Read the full trust methodology · JSON report at /api/graphcanon/tools/microsoft-ai-for-beginners/trust.
Common questions
- Is AI-For-Beginners maintained?
- GraphCanon rates AI-For-Beginners "Very active" (96% maintenance signal from public GitHub metadata, computed Sep 21, 2026). Last push was 4 days ago. This is a recency heuristic, not a guarantee the project will stay maintained.
- Is AI-For-Beginners safe to use?
- Last scanned Jul 11, 2026 (deps profile). Status: 3 low - 3 low finding(s) in the latest scan. GraphCanon does not claim the project is safe or vulnerability-free; review findings on the trust report. GraphCanon does not certify AI-For-Beginners as safe - review maintenance, provenance, and scan findings on this page before adopting.
- Is AI-For-Beginners a fork?
- No. AI-For-Beginners is not flagged as a fork in GitHub metadata at the time of the last refresh.
- Does AI-For-Beginners have known security vulnerabilities?
- Last scanned Jul 11, 2026 (deps profile). Status: 3 low - 3 low finding(s) in the latest scan. GraphCanon does not claim the project is safe or vulnerability-free; review findings on the trust report.
- How often is the AI-For-Beginners trust report updated?
- Trust signals refresh on GitHub ingest/refresh cycles and optional dependency/MCP scans. This report was computed Sep 21, 2026 (methodology github_public_v1).
- What does GraphCanon never claim about AI-For-Beginners?
- We never publish a composite safety grade, pen-test endorsement, or "verified secure" label for AI-For-Beginners. Signals are sourced heuristics with explicit limits - see trust methodology.
- How does GraphCanon assess trust for AI-For-Beginners?
- Signals are sourced from public GitHub metadata and optional dependency/MCP manifest scans, each tagged with methodology version and computed date. GraphCanon does not publish a composite safety grade. Read trust methodology for full scope and limits.