3 AI Skills That Turn Agents Into a Workflow

Install these three skills first

Start with these three if you want agents to behave more like a working system. One keeps context in files, one adds engineering discipline, and one turns your repeated prompts into reusable skills.

planning-with-files on skills.sh Superpowers on skills.sh skill-creator on skills.sh

1. planning-with-files: give the agent real file memory

Use this when the job is too big for one chat: multi-step research, long refactors, or anything that needs to survive a /clear or context reset.

The skill creates three markdown files that the agent can keep reading as the work moves forward.

task_plan.md keeps the plan visible.
findings.md stores what the agent learned.
progress.md tracks what has already been done.

Install command:

npx skills add othmanadi/planning-with-files

Prompt to try:

Use planning-with-files to migrate our Next.js pages router to the App Router.

planning-with-files on skills.sh OthmanAdi/planning-with-files on GitHub

2. Superpowers: engineering gates before the agent ships

Use Superpowers when the agent keeps jumping straight into code. It is a skill pack, not a single skill, and it adds checkpoints before the agent can call something done.

brainstorm picks the approach.
plan writes the intended change first.
TDD starts with a failing test when the risk is high enough.
debug looks for the root cause instead of guessing.
review checks the change against the plan.
verify proves the result works.

Install command:

npx skills add obra/superpowers

Feature prompt:

Use Superpowers to add a rate limiter to my API.

Bug-fix prompt:

Use Superpowers to fix the bug where users get logged out after refresh.

Superpowers on skills.sh obra/superpowers on GitHub

3. skill-creator: turn your repeated prompts into a skill

Use skill-creator when you have typed the same instruction three times. Turn that process into a skill, then the agent can follow it without you re-explaining the whole routine.

It builds the standard skill folder for you.

SKILL.md explains when and how to use the skill.
scripts/ holds helper code.
references/ holds longer docs.
assets/ holds templates.

Install command:

npx skills add anthropics/skills --skill skill-creator

Writing-format prompt:

Use skill-creator to package my weekly update format: bullet points grouped by project, link to the PR, one-line outcome, no emojis.

Review-checklist prompt:

Use skill-creator to turn my code-review checklist in review-notes.md into a reusable skill.

skill-creator on skills.sh

How to chain them together

A practical order is memory, then process, then reuse.

Start with planning-with-files so the agent keeps context across resets.
Run the work under Superpowers when quality gates matter.
After you repeat a workflow twice, use skill-creator to make it reusable.

After installing these three, you spend less time reminding the agent what happened and more time reviewing the result.