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 denyszhak/pystack-skills --skill python-message-bus-outboxgit clone --depth 1 https://github.com/denyszhak/pystack-skillsWrote 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/denyszhak/pystack-skills/python-message-bus-outbox)<a href="https://agentmods.dev/skills/denyszhak/pystack-skills/python-message-bus-outbox"><img src="https://agentmods.dev/badge/skills/denyszhak/pystack-skills/python-message-bus-outbox/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/denyszhak/pystack-skills/python-message-bus-outbox"><img src="https://agentmods.dev/badge/skills/denyszhak/pystack-skills/python-message-bus-outbox.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00218 | $0.04423 |
| Opus 5.5 | $0.00087 | $0.01769 |
| Sonnet 5.5 | $0.00044 | $0.00885 |
| Haiku 4.5 | $0.00022 | $0.00442 |
Grade A, and why
python-message-bus-outbox 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 1mo 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 — 481 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Message bus and outbox
Event-driven architecture is a first-class option, not an exotic one. If your service publishes events to Kafka, consumes from RabbitMQ, or even just decouples in-process side effects via a local bus, this skill encodes the canonical shape.
The pattern earns its keep when:
- Multiple consumers need the same event (place order → email + analytics + webhook + warehouse)
- Side effects must survive crashes — the outbox ensures at-least-once delivery even if the publishing process dies after commit
- You're crossing process boundaries (publishing to Kafka / RabbitMQ / Redis Streams / NATS / SQS)
- You want loose coupling between use cases (saga / process manager)
- You're integrating with external services that already publish events you can subscribe to
The pattern is overkill when your service has exactly one consumer of an event AND no cross-process needs — await self._emailer.send(...) directly works fine for that case. The line is "do I need pub/sub semantics, or am I just sequencing function calls?"
This skill encodes the in-process bus + outbox + consumer/producer layout modernized for async Python.
When to use this skill
- The service is event-driven (publishes, consumes, or both)
- You're adding Kafka / RabbitMQ / Redis Streams / NATS / SQS integration
- You need at-least-once delivery via the outbox pattern
- You're building a saga / process manager
- You want to decouple in-process side effects from the use case that triggered them
Layout — where things go
Inbound and outbound are different concerns; the layout reflects that.
app/
clients/ # OUTBOUND: anything we call or publish TO
openai.py
stripe.py
kafka.py # KafkaProducer wrapper (publish methods only)
rabbitmq.py # publisher side
consumers/ # INBOUND: anything we subscribe TO
__init__.py # provide_consumers() — registers consumers in lifespan
order_consumer.py # subscribes to "orders" topic, dispatches to services
payment_consumer.py
events/ # in-process domain events (frozen dataclasses)
order.py # OrderPlaced, OrderCancelled
schemas/
events.py # CROSS-PROCESS event wire shapes (Pydantic, for serialization)
outbox/ # outbox table model + dispatcher worker
__init__.py
model.py # OutboxEntry (SA model)
dispatcher.py # background worker that drains the outbox
handlers/ # in-process handlers (for the local message bus)
email_on_order_placed.py
analytics_on_order_placed.py
common/
message_bus.py # the in-process bus
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.
- 1mo ago First seen · 481 lines · 218 tokens per session scan A 3e823b2d5b00
python-message-bus-outbox is a skill published in the GitHub repository denyszhak/pystack-skills (4 stars, last pushed 5mo ago), licensed MIT. It adds 218 tokens to every session and 4,423 once invoked, about $0.0009 per session on Opus 5.5. 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 2026-08-31.
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