About this skill

The Problem

When AI agents move into business-ops workflows, engineers usually need to know whether the same agent can read files, run commands, drive a browser, deliver results to WeCom or Slack, and keep context across tasks. The skill presents this capability surface as a Skill Card, making it easier to review practical limits before deployment.

How It Works

Dialogue and structured output: supports multilingual interaction, reasoning, code reading, and structured formats such as JSON, Markdown, and Mermaid.
Execution and browsing: includes read, write, and edit file operations, shell command execution, web_fetch page retrieval, and Playwright-based browser automation.
Channels and media: can send text, images, and files to WeCom, Telegram, Discord, and Slack, with support for TTS, canvas rendering, and attachment transfer.
Collaboration and memory: uses sessions_spawn to launch subagents and maintains context through memory_search, scene_blocks, and related features.

Boundaries

Available capabilities depend on runtime policy, messaging channel access, and MCP server registration. Sandbox mode, timeout controls, and allowlist / denylist settings should be validated against the actual permission model before production use.

Screenshots

Use Cases

Fetch a logged-in page, export a PDF, and send a summary to WeCom.
Read local spreadsheets, merge them into a Markdown report, and create a deliverable file.
Spawn subagents for long parallel tasks, then send follow-up tasks and wait for results.
Search long-term memory by topic, then generate a structured review from conversation history.

Best For

Automation engineers who need agents to operate logged-in pages and deliver PDFs or screenshots.
Business operations staff who need agent outputs synced to WeCom, Slack, or other channels.
Agent engineers who need to split long workflows into parallel subagents.
Prompt engineers who need topic memory and conversation search to reuse context across tasks.

Related Skills

Deming Quality Management Analysis

@user_38f0802a/deming

Applies Deming quality management, PDCA, process optimization, and statistical process control to output data-first diagnostics, Top 3 actions, and fillable templates.

Business Operations 2026.08.29 ↓ 642