Primitives

fai-tutorial-generator

Generate production-ready tutorials with prerequisites, runnable code, verification steps, and troubleshooting paths.

fai-update-avm-bicep

No description.

fai-vector-index-create

Create and populate a vector search index in Azure AI Search or Cosmos DB

fai-web-coder

No description.

fai-webapp-testing

No description.

fai-webhook-ai-event

Set up webhooks for AI system events: evaluation results, safety alerts, cost alerts

fai-what-context-needed

No description.

fai-xunit-test

No description.

fai-contributors-report

Include FAI.dev repo stats

fai-daily-ecosystem-report

Daily ecosystem health summary — primitive counts, marketplace stats, validation status, and recent changes across agents, instructions, skills, hooks, and plugins. The morning briefing for the FAI team.

fai-evaluation-regression

Number of previous evaluations for moving average

fai-knowledge-staleness

Monthly check for stale FROOT knowledge modules — scores staleness across docs, plays, primitives, and schemas using a weighted multi-signal algorithm. Generates a freshness dashboard with automated update suggestions.

fai-marketplace-health

Weekly marketplace integrity check — validates all plugin.json files, verifies referenced primitives exist, detects orphaned plugins, and regenerates marketplace.json if needed.

fai-play-portfolio-summary

Aggregated portfolio assessment across all solution plays — dashboard of play health, WAF coverage, technology stack analysis, cost estimation, and ecosystem maturity. Auto-closes previous summary.

fai-play-quality-report

Minimum passing grade (A-F)

fai-play-relevance-check

Interactive slash command to assess whether a solution play is still relevant — checks Azure service availability, pricing changes, SDK deprecations, and alternative patterns.

fai-primitive-pr-review

Automated review of PRs that add or modify primitives — validates naming, frontmatter, schema, WAF alignment, duplicate detection, and file size. Posts structured review comment with verdict.

fai-release-readiness

Preview only — do not create issue

fai-stale-plays-detector

Comma-separated play numbers to exempt (e.g., 01,02)

fai-waf-compliance-check

Per-PR WAF pillar validation — scans changed files for security anti-patterns, reliability gaps, cost waste, operational issues, performance bottlenecks, and responsible AI violations. Produces per-pillar scores (0-100) and compliance matrix.