automate-me

Drafts a personal -mode skill by mining agent transcripts and user preferences.

1|Updated Aug 26, 2026
One-click install
npx skills add https://github.com/edivad1999/stuc-stack --skill automate-me-edivad1999
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: automate-me
Source: https://github.com/edivad1999/stuc-stack/tree/main/skills/automate-me
Command: npx skills add https://github.com/edivad1999/stuc-stack --skill automate-me-edivad1999

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Capturing how you actually work—tone, delegation habits, verification posture, process conventions—into a skill that agents follow is tedious and easy to get wrong. This Skill automates that by mining your recent agent transcripts for recurring patterns, asking targeted questions, and drafting a personal -mode skill (e.g. jay-mode) tailored to your working style. ## Core Features & Use Cases - Transcript Mining: Runs parallel subagents across slices of your workspace's recent agent history to surface recurring preferences with evidence pointers, cross-checking signals across slices before codifying them. - Structured Preference Capture: Uses multi-choice AskQuestion rounds plus one open question to capture intent that history mining misses. - Guided Authoring and Iteration: Orchestrates Cursor's create-skill for authoring and the unslop skill for prose discipline, placing the result in docs/<handle>-mode/SKILL.md with a thin harness delegate, then landing it via worktree and PR. - Use Case: You notice agents keep ignoring your conventions. Say "automate me" and the Skill mines your last few weeks of sessions, confirms findings with you, and produces a you-mode skill that future agents load on demand. ## Quick Start Tell the agent "automate me" or "create my -mode skill" to start the guided flow that mines your history and drafts your personal mode skill.

Frequently Asked Questions about automate-me

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I turn my working preferences into an AI agent skill?▼

Invoke the automate-me flow by saying "automate me" or "create my -mode skill". It mines your recent agent transcripts for recurring patterns, asks structured questions to fill gaps, then drafts a personal mode skill using create-skill and unslop.

How does transcript mining for preference capture work?▼

Parallel subagents each read a slice of your workspace's agent-transcripts directory and return structured lists of patterns with evidence. Signals seen in two or more slices are treated as high-confidence; lone signals are usually dropped to avoid overfitting.

Where is the generated mode skill file saved?▼

Project-local skills go to docs/<handle>-mode/SKILL.md with a thin harness delegate in .cursor/skills/, .claude/skills/, or .codex/skills/. User-global skills go to the harness home directory such as ~/.cursor/skills/<handle>-mode/.

Can I update an existing mode skill instead of creating a new one?▼

Yes. The flow first searches for existing *-mode/SKILL.md files and defaults to update mode on repeat runs. It mines only history since the skill's last git edit and revises sections with new evidence while preserving uncontradicted content.

When should I not use a mode skill for capturing preferences?▼

Skip it for task-specific skills or single narrow workflows like commit message conventions; use create-skill alone instead. Mode skills are for broad working conventions, not one-off procedures.