Sally Skills

What is Sally Skills?

Sally Skills is a metered MCP server and REST API that exposes the clinical-grade metabolic-health intelligence behind Sally AI (the AI inside the A1C Insights iOS app) to AI agents. It provides six callable tools for health data sync, lab interpretation, meal analysis, and daily briefings, with per-call USD pricing and no subscription.

How to use Sally Skills?

1. Install A1C Insights on iPhone, sign in to A1C Console, and mint an API key starting with sk-sally-….
2. Drop the MCP server configuration (with the bearer key) into any MCP-aware client such as Claude Code, Claude Desktop, Cursor, or Manus.
3. Restart the agent – all six skills appear as callable tools. Smoke-test with a curl command against the health_sync skill.

Key features of Sally Skills

• Six distinct tools, each with a fixed per-call USD price.
• health_sync (FREE) pulls 64+ biomarkers from wearables and apps.
• chat_with_sally ($0.003) evidence-graded preventive health Q&A.
• analyze_lab_result ($0.008) OCR parses lipid, HbA1c, CBC, and more.
• food_journal ($0.004) grades meal photos with glucose-spike prediction.
• health_insights ($0.003) synthesized morning/afternoon/evening readouts.
• metabolic_overview ($0.005) CGM snapshot – TIR, variability, dawn phenomenon.

Use cases of Sally Skills

• A daily-briefing agent that fetches overnight vitals and activity summaries via health_insights.
• An agent that interprets uploaded lab PDFs with clinical guideline references via analyze_lab_result.
• A coaching agent that grades meal photos and predicts postprandial glucose spikes via food_journal.
• A diabetes management agent that pulls CGM metrics and morning reports via metabolic_overview.
• A general wellness agent that answers preventive health questions citing graded evidence via chat_with_sally.

FAQ from Sally Skills

What does Sally Skills do that a typical AI agent cannot?

Sally Skills bundles clinical-grade metabolic health intelligence – including evidence-graded traditional Chinese medicine Q&A, guideline-referenced lab interpretation, and CGM analytics – that is not natively available in general-purpose LLMs.

How is Sally Skills priced?

Pay-per-call in USD. health_sync is permanently free. Paid skills (e.g., chat_with_sally at $0.003) check the wallet before each call; if the balance is below the price, the server returns 402 payment_required. You top up via the A1C Console billing page (Stripe).

Does Sally Skills store my lab PDFs or meal photos?

No. Lab PDFs and meal photos are not persisted – they flow from the agent through the gateway to the AI service and back, without being uploaded to S3 or GCS. Response schemas are allowlists containing only the fields documented for each skill.

What authentication does Sally Skills require?

A bearer key (sk-sally-…) minted in the A1C Console. The key is the identity – agents never send a user_uuid or email. Multiple keys per A1C account share one wallet. Keys can be revoked instantly via the Console.

Are there any dependencies required to use certain skills?

health_sync and metabolic_overview require an active A1C Insights iOS app that has linked wearable, CGM, or other health data. The other four skills work with just the API key and, for analyze_lab_result and food_journal, an uploaded image or PDF.