bugbug-automation
by ComposioHQbugbug-automation helps agents automate Bugbug test workflows through Composio Rube MCP, with schema-first tool discovery and connection checks before execution.
This skill scores 66/100, which means it is acceptable for listing but should be presented as a lightweight MCP routing guide rather than a fully worked Bugbug automation playbook. Directory users get enough information to understand when to use it and how to start with Rube MCP, but they should expect to rely on live tool discovery for most operational details.
- Defines a clear activation context: automate Bugbug operations through Composio's Bugbug toolkit via Rube MCP.
- Lists actionable prerequisites and setup steps, including adding https://rube.app/mcp, verifying RUBE_SEARCH_TOOLS, and activating the Bugbug connection via RUBE_MANAGE_CONNECTIONS.
- Strongly instructs agents to call RUBE_SEARCH_TOOLS first, which should reduce schema drift and help agents find current tool slugs and inputs before execution.
- No support files, scripts, references, or README are present beyond SKILL.md, so adoption depends entirely on the short inline instructions.
- The workflow remains tool-discovery driven and does not provide concrete Bugbug task examples, expected parameters, or troubleshooting beyond checking the connection and searching schemas.
Overview of bugbug-automation skill
What bugbug-automation does
The bugbug-automation skill helps an AI agent automate Bugbug test automation tasks through Composio’s Rube MCP integration. It is designed for workflows where the agent must discover the current Bugbug tool schema, confirm the user’s Bugbug connection, and then execute actions using the available Rube MCP tools instead of guessing API names or parameters.
This is not a standalone Bugbug SDK wrapper. The skill is a workflow guide for using the bugbug toolkit exposed through Rube MCP.
Best-fit users and jobs
Use the bugbug-automation skill if you want Claude or another MCP-capable agent to help with Bugbug operations such as managing automated test workflows, inspecting available Bugbug actions, or preparing execution plans based on the tools currently exposed by Composio.
It is most useful for QA engineers, test automation leads, and developers who already use Bugbug and want agent-assisted control without manually checking the toolkit schema each time.
Main differentiator: schema-first execution
The key value of bugbug-automation is its insistence on calling RUBE_SEARCH_TOOLS before any Bugbug action. That matters because MCP tool schemas can change, and Bugbug operations may require specific parameters. A generic prompt may invent tool names; this skill tells the agent to discover available tools first, then act from the returned schema.
Adoption considerations
You need an MCP client that can connect to Rube MCP and a Bugbug account connection that can be activated through RUBE_MANAGE_CONNECTIONS. The repository contains a single SKILL.md, so there are no helper scripts or extended examples. Treat it as a concise operating procedure, not a full test automation framework.
How to Use bugbug-automation skill
bugbug-automation install context
Install the skill from the Composio skills repository:
npx skills add ComposioHQ/awesome-claude-skills --skill bugbug-automation
Then configure Rube MCP in your client using:
https://rube.app/mcp
The skill requires the rube MCP server and depends on these tools being available:
RUBE_SEARCH_TOOLSRUBE_MANAGE_CONNECTIONS- Bugbug toolkit tools returned by discovery
Before asking the agent to run a Bugbug workflow, confirm that RUBE_SEARCH_TOOLS responds.
Required setup before usage
A correct bugbug-automation usage flow starts with connection validation:
- Ask the agent to call
RUBE_SEARCH_TOOLSfor your specific Bugbug use case. - Ask it to call
RUBE_MANAGE_CONNECTIONSwith toolkitbugbug. - If the connection is not
ACTIVE, complete the returned authorization flow. - Only after the Bugbug connection is active should the agent call discovered Bugbug tools.
This sequence prevents two common failures: using stale schemas and attempting actions before the Bugbug account is connected.
Strong prompts that invoke the skill well
A weak prompt is: “Use Bugbug to run my tests.”
A stronger prompt is:
Use the
bugbug-automationskill. First callRUBE_SEARCH_TOOLSfor Bugbug test execution and inspect the returned schemas. Then check thebugbugconnection withRUBE_MANAGE_CONNECTIONS. If active, propose the exact tool call plan before executing. I want to run the regression suite for the checkout flow and summarize failures with links or IDs returned by Bugbug.
This works better because it gives the agent the task, the required discovery step, the authorization check, the target test area, and the expected output format.
Files to read first
Start with:
composio-skills/bugbug-automation/SKILL.md
There are no separate README.md, rules/, references/, or scripts in this skill folder. The most important repository guidance is in SKILL.md: prerequisites, setup, tool discovery, and the core workflow pattern.
bugbug-automation skill FAQ
Is bugbug-automation for Test Automation beginners?
It can help beginners operate through an agent, but it does not teach Bugbug from scratch. You should know what Bugbug project, suite, test, or workflow you want to affect. The skill improves execution reliability by forcing schema discovery; it does not replace basic QA planning.
How is this better than an ordinary prompt?
An ordinary prompt may ask the agent to “use Bugbug” without knowing which tools exist in the current MCP session. The bugbug-automation skill adds a safer pattern: discover tools, verify connection, then execute based on returned schemas. That reduces hallucinated parameters and failed calls.
When should I not use this skill?
Do not use it if you do not have Rube MCP available, cannot authorize a Bugbug connection, or need offline test generation with no live Bugbug access. Also avoid it for broad QA strategy documents where no Bugbug operation is needed; a normal planning prompt is enough.
Does it require Composio or Rube MCP?
Yes. The skill is explicitly built around Composio’s Bugbug toolkit through Rube MCP. The upstream guidance points users to the Bugbug toolkit docs at composio.dev/toolkits/bugbug, but execution depends on Rube MCP tools being available in your client.
How to Improve bugbug-automation skill
Improve bugbug-automation results with better inputs
Give the agent concrete Bugbug intent: project name, suite or test target, environment, whether you want execution or inspection, and what output you need. For example:
Find the available Bugbug tools, verify my connection, then identify whether there is a tool for listing test runs. If available, retrieve recent checkout-flow runs and summarize failed cases by status, test name, and run URL.
Specific targets let the agent search for the right tool schema instead of using a generic “Bugbug operations” query.
Avoid common failure modes
The main failure mode is skipping RUBE_SEARCH_TOOLS. If the agent tries to call a Bugbug tool directly, stop it and ask it to rediscover the schema. Another failure is proceeding before the bugbug connection is ACTIVE; require the connection check whenever a new session starts.
Also avoid asking for destructive or large-scale changes without a confirmation step. Have the agent propose the exact discovered tool calls before executing actions that modify tests, suites, or configurations.
Iterate after the first tool response
After the first Bugbug response, refine based on actual returned fields. If the tool returns run IDs but not URLs, ask the agent to search for a follow-up tool that retrieves run details. If the schema requires filters, provide date ranges, project IDs, suite names, or status values.
Good iteration pattern:
- Discover schema.
- Execute the smallest safe read action.
- Inspect returned identifiers and fields.
- Run targeted follow-up actions.
- Summarize results with evidence from the tool output.
What to add if you extend the skill
The current bugbug-automation guide is intentionally compact. To improve it locally, add examples for your team’s common Bugbug workflows, such as listing test runs, checking failed cases, or triggering a known suite. Keep the schema-first rule intact and document which prompts require approval before execution.