automate-me

Drafts a personal -mode skill from mined conversation transcripts and user preferences.

Updated Sep 23, 2026
One-click install
npx skills add https://github.com/lucasheriques/pstack --skill automate-me-lucasheriques
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: automate-me
Source: https://github.com/lucasheriques/pstack/tree/main/skills/automate-me
Command: npx skills add https://github.com/lucasheriques/pstack --skill automate-me-lucasheriques

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Capturing your working conventions into a reusable skill that agents follow is tedious and error-prone when done from memory. This Skill automates the process by mining your recent Claude Code transcripts for recurring patterns, asking targeted questions, and drafting a personalized -mode skill (e.g. jay-mode) that encodes how you actually work. ## Core Features & Use Cases - Transcript Mining: Runs parallel read-only subagents across slices of your recent session history to detect response-style, delegation, verification, and process preferences with evidence pointers. - Guided Authoring Flow: Orchestrates skill-creator for drafting and unslop for prose discipline, then iterates with your feedback until the skill reads like you. - Update Mode: Detects an existing -mode skill and mines only history since its last edit, revising sections with new evidence while preserving uncontradicted rules. - Use Case: After weeks of working with Claude Code, you say "automate me" and receive a ~/.claude/skills/<handle>-mode/SKILL.md that encodes your preferred response length, subagent habits, review posture, and PR conventions. ## Quick Start Ask the assistant to automate me by turning my working style and preferences into a 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 style into a Claude Code skill?▼

Invoke the automate-me flow, which mines your recent session transcripts for recurring preferences, asks a few structured questions, and drafts a personal -mode skill at ~/.claude/skills/<handle>-mode/SKILL.md using skill-creator.

How does automate-me detect my preferences from transcripts?▼

It runs parallel read-only subagents across slices of your recent history, hunting signals like response length, delegation habits, and verification posture. Patterns seen in two or more slices are treated as high-confidence; lone signals are usually dropped.

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

Yes. If a matching -mode skill already exists, update mode mines only history since the skill's last edit, asks what has changed, and edits the file in place while preserving sections you have not contradicted.

Does automate-me read transcripts from other projects?▼

No. It only reads transcripts scoped to the active workspace path and skips the current session and subagents directories. Reading another project's transcripts requires an explicit request, since they may contain private unrelated chats.

When should I not use automate-me?▼

Skip it when you want a task-specific skill or one narrow workflow, such as commit message conventions. Those are regular skills authored with skill-creator alone, with no transcript mining required.