Bubble Lab is an open-core workflow engine that runs and coordinates automated tasks across tools, APIs, and other systems. It powers Bubble Lab’s Slack-based AI operator platform and can also be hosted and extended independently by teams, organizations, and developers. The catalogue entries provide rules, skills, and instructions for working with the engine.
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.
git clone --depth 1 https://github.com/bubblelabai/BubbleLabWrote 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/rules/bubblelabai/bubblelab/api)<a href="https://agentmods.dev/rules/bubblelabai/bubblelab/api"><img src="https://agentmods.dev/badge/rules/bubblelabai/bubblelab/api/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/rules/bubblelabai/bubblelab/api"><img src="https://agentmods.dev/badge/rules/bubblelabai/bubblelab/api.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 | $0.00010 | $0.00091 |
| Opus 5.5 | $0.00004 | $0.00036 |
| Sonnet 5.5 | $0.00002 | $0.00018 |
| Haiku 4.5 | $0.00001 | $0.00009 |
Grade A, and why
api 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.
What it actually says
Always use pnpm bun test to test backend so it will properly load the setup files Any shared schemas between front/backend should be written to /packages/bubble-shared-schemas. For the types to show up properly have to run pnpm build:core whenever something changes since it is separate package. Inspect webhook.test to see how tests are written
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 · 9 lines · 10 tokens per session scan A ba5f1a1e543a
api is a cursor rule published in the GitHub repository bubblelabai/BubbleLab (1,098 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 10 tokens to every session and 91 once invoked, about $0.0000 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 2026-08-30.
Other cursor rules, from other repositories
provider-proxy
Every provider request follows providers[].proxy.
provider-devin
Devin transport framing, identity, and response semantics.
architecture
This document outlines the fundamental architectural principles and patterns for the mcp-debug codebase. Adherence to these guidelines is mandatory to maintain a clean, decoupled, and testable system.
unit-tests-todos
When proposing/writing unit test specs.
hatch3r-contract-testing
Consumer-driven and spec-driven contract testing between services — Pact, Schemathesis, Dredd, pact-broker can-i-deploy gate.
testing
Vitest toolchain and testing discipline - two runtimes, no watch for agents, authoring gate, junk patterns.