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Automate Codacy tasks to streamline code quality checks and governance.
This is a prompt-style skill from an open community repository; the material itself does not require local secrets and does not include direct local code execution. Caution is still warranted because it is designed to route tasks through external Rube MCP/Composio and a Codacy connection, so actual use may send task-related data to a remote toolchain.
The skill itself claims no local API keys are needed, but it requires establishing a Codacy connection via RUBE_MANAGE_CONNECTIONS and completing an auth-link flow, meaning real functionality depends on third-party account authorization. No extra plaintext API key is requested in the material, but there is still the ordinary risk surface of external credentials being used to access or act on a Codacy account.
The README explicitly instructs users to add the remote MCP endpoint `https://rube.app/mcp` and references the Composio/Codacy toolchain; tool search, connection management, and execution likely send task content, arguments, and session information to those services. The endpoint is clearly declared and aligned with the stated function, so this is ordinary network egress rather than a red flag, but users should assume relevant operational data leaves the local environment.
The system marks this as prompt-only, and the provided content is mainly workflow guidance and call sequencing, with no embedded local scripts, install commands, or privilege-escalation requests. The execution described is through external MCP tools rather than granting this skill direct local code execution capability.
The material does not claim direct read/write access to local files or system resources, but it is intended to automate Codacy operations through remote tools and may access projects, analysis results, or related metadata visible through the connected Codacy account. No obvious overbroad local permission request is shown, but account-side data scope should still be constrained by least privilege.
The source is an open GitHub repository, and the system indicates open-source status plus strong community adoption (64.7k stars), both of which are significant risk-reducing signals. The license and maintenance status are unclear, and the skill also depends on external Rube MCP/Composio services, so supply-chain transparency is not perfect; however, the current material shows no red flags such as closed-source exfiltration, spoofed provenance, or obvious malicious injection.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "codacy-automation" skill from askskill: 1. Download https://raw.githubusercontent.com/ComposioHQ/awesome-claude-skills/master/composio-skills/codacy-automation/SKILL.md 2. Save it as ~/.claude/skills/codacy-automation/SKILL.md 3. Reload skills and tell me it's ready
Automate Codacy operations through Composio's Codacy toolkit via Rube MCP.
Toolkit docs: composio.dev/toolkits/codacy
RUBE_MANAGE_CONNECTIONS with toolkit codacyRUBE_SEARCH_TOOLS first to get current tool schemasGet Rube MCP: Add https://rube.app/mcp as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works.
RUBE_SEARCH_TOOLS respondsRUBE_MANAGE_CONNECTIONS with toolkit codacyAlways discover available tools before executing workflows:
RUBE_SEARCH_TOOLS
queries: [{use_case: "Codacy operations", known_fields: ""}]
session: {generate_id: true}
This returns available tool slugs, input schemas, recommended execution plans, and known pitfalls.
RUBE_SEARCH_TOOLS
queries: [{use_case: "your specific Codacy task"}]
session: {id: "existing_session_id"}
RUBE_MANAGE_CONNECTIONS
toolkits: ["codacy"]
session_id: "your_session_id"
RUBE_MULTI_EXECUTE_TOOL
tools: [{
tool_slug: "TOOL_SLUG_FROM_SEARCH",
arguments: {/* schema-compliant args from search results */}
}]
memory: {}
session_id: "your_session_id"
RUBE_SEARCH_TOOLSRUBE_MANAGE_CONNECTIONS shows ACTIVE status before executing toolsmemory in RUBE_MULTI_EXECUTE_TOOL calls, even if empty ({})| Operation | Approach |
|---|---|
| Find tools | RUBE_SEARCH_TOOLS with Codacy-specific use case |
| Connect | RUBE_MANAGE_CONNECTIONS with toolkit codacy |
| Execute | RUBE_MULTI_EXECUTE_TOOL with discovered tool slugs |
| Bulk ops | RUBE_REMOTE_WORKBENCH with run_composio_tool() |
| Full schema | RUBE_GET_TOOL_SCHEMAS for tools with schemaRef |
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