Primitives

fai-tune-16-copilot-teams-extension

Tune Play 16 Teams extension behavior with command routing, intent matching, adaptive card payloads, and auth flow.

fai-tune-17-ai-observability

Tune Play 17 observability settings for traces, semantic metrics, alert thresholds, and log retention policy.

fai-tune-18-prompt-management

Tune Play 18 prompt management with version gates, A/B split, rollback policy, and template lint checks.

fai-tune-19-edge-ai-phi4

Tune Play 19 edge deployment for Phi-4 with quantization, device constraints, and offline fallback behavior.

fai-tune-20-anomaly-detection

Tune Play 20 anomaly detection with window sizing, seasonality handling, threshold calibration, and alert suppression.

fai-tune-21-agentic-rag

Tune Play 21 agentic RAG with planner depth, retrieval fan-out, reranker policy, and citation strictness.

fai-tune-22-multi-agent-swarm

Tune Play 22 swarm behavior with role assignment, consensus thresholds, conflict policy, and budget controls.

fai-tune-23-browser-automation-agent

Tune Play 23 browser automation with selector strategy, retry policy, anti-flake waits, and safety restrictions.

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.