Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add DVNghiem/FlowDeck --skill saga-architecturegit clone --depth 1 https://github.com/DVNghiem/FlowDeckWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/dvnghiem/flowdeck/saga-architecture)<a href="https://agentmods.dev/skills/dvnghiem/flowdeck/saga-architecture"><img src="https://agentmods.dev/badge/skills/dvnghiem/flowdeck/saga-architecture.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00016 | $0.00929 |
| Opus 5 | $0.00008 | $0.00464 |
| Sonnet 5 | $0.00003 | $0.00186 |
| Haiku 4.5 | $0.00002 | $0.00093 |
Grade A, and why
saga-architecture scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 120 lines — stays where its author put it; the contents beside it link to each section on GitHub.
saga-architecture
When to Activate
When coordinating distributed operations across multiple services or data stores where ACID transactions are not available and compensating actions are needed to maintain eventual consistency.
Steps
- Identify the saga participants - Determine which services or components participate in the distributed operation.
- Define the saga choreography or orchestration - Choose whether sagas will be choreographed (event-driven) or orchestrated (central coordinator).
- Define each step with corresponding compensation - For every forward action, define what compensating action undoes it.
- Implement idempotent operations - Ensure each step can be safely retried and compensation can be safely reapplied.
- Handle saga failures with compensation - On failure, execute compensations in reverse order (for orchestrating sagas) or react to failure events (for choreographing sagas).
- Persist saga state - Store saga state to survive process crashes and enable recovery.
- Add timeout and retry logic - Detect stuck sagas and advance or compensate accordingly.
Examples
// Saga State
interface SagaState<T> {
id: string
currentStep: number
data: T
status: 'pending' | 'in_progress' | 'completed' | 'compensating' | 'failed'
}
// Orchestrating Saga - Central coordinator manages steps
class OrderProcessingSaga {
private readonly steps: SagaStep[]
constructor(
private readonly sagaOrchestrator: SagaOrchestrator,
private readonly inventoryService: InventoryService,
private readonly paymentService: PaymentService,
private readonly shippingService: ShippingService
) {
this.steps = [
{
name: 'reserve_inventory',
execute: (state) => this.inventoryService.reserve(state.orderId, state.items),
compensate: (state) => this.inventoryService.release(state.orderId, state.items)
},
{
name: 'process_payment',
execute: (state) => this.paymentService.charge(state.orderId, state.total),
compensate: (state) => this.paymentService.refund(state.orderId, state.total)
},
{
name: 'initiate_shipping',
execute: (state) => this.shippingService.createShipment(state.orderId),
compensate: (state) => this.shippingService.cancelShipment(state.shipmentId)
}
]
}
async execute(orderId: string): Promise<void> {
const state: SagaState<OrderSagaData> = {
id: generateId(),
currentStep: 0,
data: { orderId, items: [], total: 0 },
status: 'in_progress'
}
await this.sagaOrchestrator.start(state, this.steps)
}
}
// Choreography-based Saga - Events trigger reactions
class OrderCreatedHandler {
constructor(private readonly eventBus: EventBus) {}
async handle(event: OrderCreatedEvent): Promise<void> {
// Step 1: Reserve inventory
try {
await this.inventoryService.reserve(event.orderId, event.items)
this.eventBus.publish(new InventoryReservedEvent(event.orderId))
} catch (error) {
this.eventBus.publish(new InventoryReservationFailedEvent(event.orderId, error.message))
}
}
}
class InventoryReservedHandler {
async handle(event: InventoryReservedEvent): Promise<void> {
// Step 2: Process payment
try {
await this.paymentService.charge(event.orderId, event.total)
this.eventBus.publish(new PaymentProcessedEvent(event.orderId))
} catch (error) {
// Compensate by releasing inventory
this.eventBus.publish(new InventoryReleaseRequestedEvent(event.orderId))
}
}
}
// Idempotent Step Implementation
class PaymentService {
async charge(orderId: string, amount: Money): Promise<TransactionId> {
const existingTx = await this.transactionRepo.findByOrderId(orderId)
if (existingTx) {
return existingTx.id // Idempotent: return existing instead of charging again
}
const transaction = await this.paymentGateway.charge(amount)
await this.transactionRepo.save({ orderId, transaction })
return transaction.id
}
}
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 120 lines · 16 tokens per session scan A f64c76efd575
saga-architecture is a skill published in the GitHub repository DVNghiem/FlowDeck (25 stars, last pushed 19d ago), licensed MIT. It adds 16 tokens to every session and 929 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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