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.
Borrowing it
Nothing to install: this file belongs to bubblelabai/BubbleLab. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/bubblelabai/BubbleLab/main/.claude/skills/create-bubble/SKILL.mdgit 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/skills/bubblelabai/bubblelab/create-bubble)<a href="https://agentmods.dev/skills/bubblelabai/bubblelab/create-bubble"><img src="https://agentmods.dev/badge/skills/bubblelabai/bubblelab/create-bubble/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/bubblelabai/bubblelab/create-bubble"><img src="https://agentmods.dev/badge/skills/bubblelabai/bubblelab/create-bubble.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Privilege Escalation · line 21 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
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 | $0.00027 | $0.01708 |
| Opus 5.5 | $0.00011 | $0.00683 |
| Sonnet 5.5 | $0.00005 | $0.00342 |
| Haiku 4.5 | $0.00003 | $0.00171 |
Grade A, and why
create-bubble 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 2mo 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 — 222 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Create Bubble Skill
Create a new Bubble integration for: $ARGUMENTS
Follow the CREATE_BUBBLE_README.md guide at packages/bubble-core/CREATE_BUBBLE_README.md exactly.
Step 1: Gather Requirements
Before writing any code, ask the user:
- Service name: What external service is this integrating with?
- Operations: What operations should this bubble support? (single or multiple)
- Authentication: What auth type? (
none,apikey,oauth,basic) - Credentials: What credential types are needed? (API key, access token, etc.)
Step 2: Create Folder Structure
All bubbles use this folder structure in packages/bubble-core/src/bubbles/service-bubble/{service-name}/:
{service-name}/
├── {service-name}.schema.ts # All Zod schemas
├── {service-name}.utils.ts # Utility functions (optional)
├── {service-name}.ts # Main bubble class
├── index.ts # Exports
├── {service-name}.test.ts # Unit tests
└── {service-name}.integration.flow.ts # Integration flow test
Step 3: Create Schema File ({service-name}.schema.ts)
Include:
- Parameter schema with
.describe()on ALL fields - Result schema with
successanderrorfields - Both INPUT and OUTPUT type exports
- Use
z.discriminatedUnion()for multi-operation bubbles - Use
z.transform()overz.preprocess()for type preservation - Always include
credentialsfield
Step 4: Create Main Bubble Class ({service-name}.ts)
Required static properties:
service,authType,bubbleName,type,schema,resultSchemashortDescription,longDescription,alias
Use INPUT type for generic constraint:
export class {ServiceName}Bubble<
T extends {ServiceName}ParamsInput = {ServiceName}ParamsInput,
> extends ServiceBubble<T, Extract<{ServiceName}Result, { operation: T['operation'] }>>
Implement:
constructorwith default valueschooseCredential()methodperformAction()method with operation switch
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.
- 2mo ago First seen · 222 lines · 27 tokens per session scan A 4d371a475e17
create-bubble is a skill published in the GitHub repository bubblelabai/BubbleLab (1,099 stars, last pushed 6mo ago), licensed Apache-2.0. It adds 27 tokens to every session and 1,708 once invoked, about $0.0001 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.
create-bubble compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| create-bubblebubblelabai/BubbleLab | Skill | 1.1k | 6mo ago | Apache-2.0 | A | 27 | Claude Code |
| knowledge-shared-api-and-runtime-schemasechoVic/blade-code | Skill | 181 | 24d ago | MIT | A | 149 | Claude Code, Codex |
| knowledge-interaction-surfaces-cli-bootstrap-headless-and-printechoVic/blade-code | Skill | 181 | 24d ago | MIT | A | 160 | Claude Code, Codex |
| knowledge-interaction-surfaces-hono-server-api-and-streamingechoVic/blade-code | Skill | 181 | 24d ago | MIT | A | 156 | Claude Code, Codex |
| knowledge-model-and-provider-runtimeechoVic/blade-code | Skill | 181 | 24d ago | MIT | A | 152 | Claude Code, Codex |
| knowledge-tool-contracts-and-registryechoVic/blade-code | Skill | 181 | 24d ago | MIT | A | 156 | Claude Code, Codex |
| supabasemnlt/teleport | Skill | 8 | 6mo ago | MIT | B | 67 | Claude Code, Codex |