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Projections Skill

projections

Build or query TES projections (current state views). State is derived from TES events - projections are the queryable current truth.

SKILL.md

Full skill instructions

Projections Skill

Core Principle

State is derived from TES events. Projections are the queryable current truth.


Projection Types

ProjectionPurposeKey
ItemCurrentStateCurrent state of an itemitem canonical_id
ListingCurrentStateCurrent listing statuslisting canonical_id
ParticipantInventoryWhat a user ownsparticipant canonical_id
CampaignStateCampaign metricscampaign canonical_id

Durable Object Pattern

// workers/​projections/​ItemProjection.js

export class ItemProjection {
  constructor(state, env) {
    this.state = state;
    this.env = env;
  }

  async fetch(request) {
    const url = new URL(request.url);

    if (request.method === "GET") {
      const currentState = await this.state.storage.get("state");
      return Response.json(currentState || { error: "Not found" });
    }

    if (request.method === "POST" && url.pathname === "/​apply-event") {
      const event = await request.json();
      return this.applyEvent(event);
    }
  }

  async applyEvent(event) {
    // Idempotency check
    const processedEvents = await this.state.storage.get("processed") || [];
    if (processedEvents.includes(event.id)) {
      return Response.json({ status: "already_processed" });
    }

    // Get current state
    let state = await this.state.storage.get("state") || this.initialState();

    // Apply event
    state = this.reduce(state, event);
    state.last_event_id = event.id;
    state.last_updated = event.timestamp;

    // Save
    await this.state.storage.put("state", state);
    await this.state.storage.put("processed", [...processedEvents.slice(-100), event.id]);

    return Response.json({ status: "applied", state });
  }

  reduce(state, event) {
    switch (event.type) {
      case "item.captured":
        return { ...state, status: "captured", media: event.payload.image_urls };
      case "item.identified":
        return { ...state, status: "identified", product_ref: event.payload.product_ref };
      case "item.listed":
        return { ...state, status: "listed", listing_id: event.payload.listing_id };
      case "item.sold":
        return { ...state, status: "sold", sold_at: event.timestamp };
      default:
        return state;
    }
  }

  initialState() {
    return { status: "unknown", created_at: new Date().toISOString() };
  }
}

Querying Projections

// Get current item state
async function getItemState(env, itemId) {
  const doId = env.ITEM_PROJECTION.idFromName(itemId);
  const stub = env.ITEM_PROJECTION.get(doId);

  const response = await stub.fetch(new Request("https://do/"));
  return response.json();
}

// In API handler
const itemState = await getItemState(env, "ptc_item_abc123");

TES Router (Event Fan-out)

// workers/​tes-router.js

export default {
  async queue(batch, env) {
    for (const message of batch.messages) {
      const event = message.body;

      // Route to appropriate projections
      const routes = getRoutes(event);

      await Promise.all(routes.map(async (route) => {
        const doId = env[route.binding].idFromName(route.key);
        const stub = env[route.binding].get(doId);

        await stub.fetch(new Request("https://do/​apply-event", {
          method: "POST",
          body: JSON.stringify(event),
        }));
      }));

      message.ack();
    }
  },
};

function getRoutes(event) {
  const routes = [];

  if (event.entity_type === "item") {
    routes.push({ binding: "ITEM_PROJECTION", key: event.entity_id });
  }

  if (event.type === "item.sold") {
    routes.push({ binding: "LISTING_PROJECTION", key: event.payload.listing_id });
    routes.push({ binding: "PARTICIPANT_PROJECTION", key: event.payload.seller_id });
    routes.push({ binding: "PARTICIPANT_PROJECTION", key: event.payload.buyer_id });
  }

  return routes;
}

Anti-Patterns

  • Querying D1 for "current truth" instead of projections
  • Mutating projection state without event
  • Global projections (hot-key bottleneck)
  • Not handling idempotency

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