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Automate Me (personal -mode skill builder)

A guided flow that mines your transcripts and interviews you to produce a personal `-mode` skill agents will follow.

AutomationIntermediate★ 339⑂ 41AI score 8/10Last updated: Sep 9, 2026

What it does

  • Mines Claude Code transcripts scoped to the current workspace (~/.claude/projects/<encoded-cwd>/*.jsonl) with parallel subagents across time slices.
  • Requires a signal to appear in 2+ slices before codifying it, so one-off remarks don't become rules.
  • Fills gaps with structured AskUserQuestion rounds instead of open-ended interrogation.
  • Clusters findings into sections (response style, autonomy, subagents, verification, process, skills) and drafts via plugin-dev:skill-development, then tightens prose with unslop.
  • Handles updates: mines only history since the skill's last commit and edits in place.

Who it's for

  • Heavy Claude Code users tired of repeating the same preferences every session.
  • Leads who want per-person working conventions written down as skills.
  • Skill authors who already run plugin-dev and unslop alongside.

Examples

  • Say "automate me" → three parallel slices of the last 2-4 weeks are mined, then a jay-mode draft appears with disable-model-invocation: true.
  • Say "refresh my mode skill" → only history after git log -1 on the skill file is considered, and untouched sections are preserved.
  • Ask to capture just commit-message habits → the skill tells you that's a regular skill, not a mode skill.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/michael-denyer/pstack-claude/HEAD/plugins/pstack/skills/automate-me/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the plugins/pstack/skills/automate-me folder from the GitHub repo michael-denyer/pstack-claude into my ~/.claude/skills/automate-me/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/michael-denyer/pstack-claude.git /tmp/pstack-claude && mkdir -p ~/.claude/skills && cp -r /tmp/pstack-claude/plugins/pstack/skills/automate-me ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Clone the repo: git clone https://github.com/michael-denyer/pstack-claude.git
  2. Make sure your personal skills folder exists: mkdir -p ~/.claude/skills
  3. Copy the skill: cp -r pstack-claude/plugins/pstack/skills/automate-me ~/.claude/skills/
  4. Also copy the referenced poteto-mode and unslop skills so the flow isn't broken.
  5. Restart Claude Code and type "automate me" to confirm the trigger fires.
  6. Review the draft, cut anything that doesn't sound like you, and expect a few iterations before you commit it via a worktree PR.
View source on GitHub ↗License: MIT