Skip to content
mcp/skillhub

Agent Skill

Automate Me skill

automate-memichael-denyer/pstack-claudeplugins/pstack/skills/automate-me/SKILL.md

Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a skill", or wanting agents to follow how the user works. Drafts or revises a personal -mode skill via plugin-dev:skill-development + unslop, optionally pulling fresh evidence from recent transcripts.

3.3kMIT

always on

72 tokname + description

once used

1,755 tokSKILL.md body

bundled files

0

repo stars

3.3kGitHub

Install the Automate Me skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/michael-denyer/pstack-claude --skill automate-me

Claude Code, by hand (all projects)

git clone --depth 1 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/automate-me

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description72 tok
When the agent uses itThe SKILL.md instructions1,755 tok
Only if openedNo bundled files—

Until it is used, automate-me costs about 19× less than the median MCP server we measured (1,363 tokens on every turn). Installing all 65 skills from michael-denyer/pstack-claude would load 3,163 tokens of descriptions. Skills vs MCP study

Checks

Our checks found nothing to flag: it follows the Agent Skills specification's naming and size guidelines and doesn't pipe downloads into a shell.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • Automate me
  • Flow
  • 0. Check for an existing skill
  • 1. Mine their history
  • 2. Ask the user directly
  • 3. Cluster findings
  • 4. Draft the skill
  • 5. Iterate on prose
  • 6. Land it
  • Guardrails
  • Evaluation
  • When not to use

More skills from michael-denyer/pstack-claude

All skills in this repo
  1. architectmichael-denyer/pstack-claude

    Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in. Use for /architect, 'architect this', 'design this', or non-trivial work where jumping to code would lock in the wrong shape.

    3.3k52 tok idle · 1,615 in use
  2. arenamichael-denyer/pstack-claude

    Spawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it. Use for /arena, 'arena this', 'throw it in the arena', or when one attempt at a non-trivial artifact would lock in the wrong shape.

    3.3k58 tok idle · 1,321 in use
  3. babysitmichael-denyer/pstack-claude

    Watch an open PR — fix failing CI, handle the straightforward review comments, and drive it to a mergeable state. Claude Code analog of Cursor's built-in /babysit. Use after opening a PR when the user wants the agent to shepherd it without re-prompting.

    3.3k61 tok idle · 1,057 in use
  4. benchmark-checklistmichael-denyer/pstack-claude

    Vet a perf measurement (limiter, tuning, limits, errors, repeatability, relevance, and whether the work happened) before you report or act on it. Use when you run a benchmark or report a speedup or regression you measured.

    3.3k53 tok idle · 1,107 in use
  5. blast-radiusmichael-denyer/pstack-claude

    Find what a change could break somewhere else before it ships, beyond the diff, and prove the one fact it's safe because of by running real code instead of writing it up. Use for 'blast radius of X', 'what could this break', reviewing a small diff you don't trust, or a brief that asserts something about existing code ('make X public', 'X already handles Y') before you design against that assertion.

    3.3k87 tok idle · 867 in use
  6. bromichael-denyer/pstack-claude

    Restate the last message in plain human language, with no jargon. Use for /bro or when asked to say it plainly.

    3.3k28 tok idle · 30 in use
  7. correctmichael-denyer/pstack-claude

    Find the mistakes agents keep repeating in this repo and make each one impossible. Try architecture first, then types, then a lint whose error names the fix, then a test, and write docs last. Prove each check fails on a real past mistake. Repeat this each time the operator corrects you. Use for /correct.

    3.3k68 tok idle · 461 in use
  8. create-formal-verification-skillmichael-denyer/pstack-claude

    Generate a project-local skill that formally verifies the code where a bug costs the most and tests reach the least, in any language, with whichever verification tool fits. Use for /create-formal-verification-skill, "model-check this race", "prove this invariant", or when concurrency, retries, state machines, parsers, or unsafe code need more than tests.

    3.3k82 tok idle · 1,165 in use