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Automate Me (personal -mode skill builder)

A guided flow that mines your recent Claude Code transcripts and asks targeted questions to produce a personal '-mode' skill agents will follow.

AutomationIntermediate★ 1,816⑂ 195AI score 8/10Last updated: Oct 11, 2026

What it does

  • Scans workspace-scoped Claude Code transcripts (~/.claude/projects/<encoded-cwd>/*.jsonl) with parallel subagents across time slices, hunting recurring signals: response style, delegation habits, verification posture, code/prose discipline, git process.
  • Requires a pattern to appear in 2+ slices before codifying it, so one-off remarks don't become rules.
  • Fills gaps with structured AskUserQuestion rounds (4–6 options each) instead of open-ended interrogation.
  • Drafts the skill via plugin-dev:skill-development, tightens every line with unslop, and lands it through a worktree + PR.
  • Detects an existing -mode skill and updates it in place, mining only history since the last edit.

Who it's for

  • Heavy Claude Code users who keep repeating the same instructions to agents.
  • Leads who want personal working conventions captured as shareable skills.
  • Anyone already running a -mode skill who wants a periodic refresh.

Examples

  1. Say "automate me" → three mining subagents sweep the last 2–4 weeks, cross-check signals, and produce a jay-mode draft with only high-confidence sections.
  2. Say "refresh my mode skill" → it reads git log -1 --format=%cI on the existing file and revises only what changed.
  3. Pick "Review & verify" in the question round → follow-up options generate a concrete verification section (repro posture, test tooling) instead of generic advice.

· · · 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 && mkdir -p ~/.claude/skills && cp -r 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. Create the skills directory if needed: mkdir -p ~/.claude/skills
  3. Copy the skill: cp -r pstack-claude/plugins/pstack/skills/automate-me ~/.claude/skills/
  4. This skill orchestrates siblings (plugin-dev:skill-development, unslop) and references poteto-mode; copy the whole plugins/pstack/skills/ directory or install the pstack plugin to avoid broken references.
  5. Restart Claude Code and trigger it with "automate me" or "turn my working style into a skill".
  6. Review the draft over several iterations, cut aggressively, then follow the worktree → commit → PR step to land it.
View source on GitHub ↗License: MIT