Can AI Replace Me
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About this skill
This skill turns the daily repeatable work hiding in an engineer’s or operator’s head into an auditable SOP, then identifies which steps are worth automating. It does not execute the workflow directly; it converts repeated actions, tool dependencies, and pain points into configuration files and tool recommendations.
Problem it solves
- Makes hidden workflows explicit: extracts recurring processes such as daily reports, data aggregation, and approvals through follow-up questions.
- Compares current and target states: generates
AS-ISandTO-BEASCIIdiagrams to expose automatable steps. - Grounds tool suggestions: searches real skills on
SkillHub, with availability signals such as security rating and download count.
How it works
- Select a role or define a custom job, then provide tasks, stakeholders, tools, and pain points.
- The skill validates input, analyzes the current workflow, and proposes optimization directions.
- It searches reusable skills, confirms the
TO-BEplan, and outputs content forSOUL.md,USER.md,AGENTS.md,TOOLS.md, and related configuration files.
Scope and cautions
- Best for repetitive process mapping, tooling habits analysis, and automation planning.
- Not suited for strategy decisions, creative design, or complex negotiations.
- It produces recommendations and configuration drafts; manual setup is still required, and secrets or permissions should be handled locally.
Use Cases
- Turn daily reports, data aggregation, and approval workflows into AS-IS and TO-BE flow diagrams.
- Review a repetitive approval process, then get recommended skills and a draft automation config.
- Generate SOUL.md, TOOLS.md, and related config files that capture tools and automation rules.
- When offline, skip live skill search and produce a custom skill creation prompt for later completion.
Best For
- Operations staff who consolidate daily reports and spreadsheets, wanting to map steps and find reusable skills.
- Business ops owners handling approvals, tickets, and data entry, wanting to identify automatable steps.
- Engineers maintaining OpenClaw or agent configs, wanting tools, rules, and scheduled tasks as portable config files.
- Project leads onboarding a new project, wanting to inventory tools and pain points before searching skills.
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