Writer automation

Skill onfire7777/universal-ai-skills-library/skills/writer-automation

Automate Writer tasks via Rube MCP (Composio). Always search tools first for current schemas.From its SKILL.md

Install

npx -y skills add onfire7777/universal-ai-skills-library --skill writer-automation

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SKILL.md

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Writer Automation via Rube MCP

Automate Writer operations through Composio's Writer toolkit via Rube MCP.

Toolkit docs: composio.dev/toolkits/writer

Prerequisites

Rube MCP must be connected (RUBE_SEARCH_TOOLS available)
Active Writer connection via RUBE_MANAGE_CONNECTIONS with toolkit writer
Always call RUBE_SEARCH_TOOLS first to get current tool schemas

Setup

Get 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.

Verify Rube MCP is available by confirming RUBE_SEARCH_TOOLS responds
Call RUBE_MANAGE_CONNECTIONS with toolkit writer
If connection is not ACTIVE, follow the returned auth link to complete setup
Confirm connection status shows ACTIVE before running any workflows

Tool Discovery

Always discover available tools before executing workflows:

RUBE_SEARCH_TOOLS
queries: [{use_case: "Writer operations", known_fields: ""}]
session: {generate_id: true}

This returns available tool slugs, input schemas, recommended execution plans, and known pitfalls.

Core Workflow Pattern

Step 1: Discover Available Tools

RUBE_SEARCH_TOOLS
queries: [{use_case: "your specific Writer task"}]
session: {id: "existing_session_id"}

Step 2: Check Connection

RUBE_MANAGE_CONNECTIONS
toolkits: ["writer"]
session_id: "your_session_id"

Step 3: Execute Tools

RUBE_MULTI_EXECUTE_TOOL
tools: [{
  tool_slug: "TOOL_SLUG_FROM_SEARCH",
  arguments: {/* schema-compliant args from search results */}
}]
memory: {}
session_id: "your_session_id"

Known Pitfalls

Always search first: Tool schemas change. Never hardcode tool slugs or arguments without calling RUBE_SEARCH_TOOLS
Check connection: Verify RUBE_MANAGE_CONNECTIONS shows ACTIVE status before executing tools
Schema compliance: Use exact field names and types from the search results
Memory parameter: Always include memory in RUBE_MULTI_EXECUTE_TOOL calls, even if empty ({})
Session reuse: Reuse session IDs within a workflow. Generate new ones for new workflows
Pagination: Check responses for pagination tokens and continue fetching until complete

Quick Reference

Operation	Approach
Find tools	`RUBE_SEARCH_TOOLS` with Writer-specific use case
Connect	`RUBE_MANAGE_CONNECTIONS` with toolkit `writer`
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`

Powered by Composio

What ships with it: 1 file

256 B alongside SKILL.md

.openskills.json256 B

Gives 0 of the 12 instructions most docs writing skills give in 662 tokens

Counted across 1,637 of the 3,044 authors here whose files we hold, read 2026-08-07

Announce the skill at startin 54 of 1637, across 26 files
Convert legacy doc files before editingin 45 of 1637, across 7 files
Predict questions readers might askin 42 of 1637, across 4 files
Generate clarifying questions for initial contextin 42 of 1637, across 3 files
Create document scaffold with placeholder textin 42 of 1637, across 3 files
Brainstorm content options for each sectionin 42 of 1637, across 3 files
Test the document with a fresh context-less instancein 42 of 1637, across 3 files
Include exact file paths in every taskin 42 of 1637, across 15 files
Ask interview questions one at a timein 42 of 1637, across 27 files
Apply surgical edits during refinementin 41 of 1637, across 2 files
Offer structured workflow or freeformin 40 of 1637, across 1 file
Ask for document meta-contextin 40 of 1637, across 2 files

Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.