Turn repeated AI context into a reusable agent skill

Most people keep teaching their AI the same thing: how they write, how they review work, which files matter, what to avoid, and what good output looks like.

Personal AI Skill Builder turns that repeated context into a clean AI agent skill package.

What you get

• A finished SKILL.md with clear trigger conditions and workflow.
• A plan for references/ files when examples, style guides, schemas, or prompt libraries should be split out.
• Suggestions for scripts/ when a repeated check should be deterministic.
• A privacy review that removes secrets, personal details, client names, and local paths from public packages.
• Test prompts to confirm the skill works before you share or publish it.
• Marketplace positioning if you want to sell the skill.

Best for

• Creators who want an agent to preserve their writing voice.
• Founders and operators with SOPs, prompts, and project memory scattered across docs.
• Developers who want project-memory skills for Claude, Codex, Cursor, or local coding agents.
• Consultants packaging expertise into repeatable agent workflows.
• Capafy publishers preparing a paid skill.

Example inputs

Here are three prompts I reuse and two examples of outputs I liked. Turn them into a reusable skill.

Audit this SKILL.md before I publish it. Check trigger quality, privacy risk, scope, and test prompts.

Convert this project documentation into a project-memory skill for a coding agent. Remove private paths and secrets.

Example output

The agent can produce:

skill-name/
  SKILL.md
  references/style_guide.md
  references/examples.md
  scripts/audit_skill.py

It also explains why each file belongs in the package.

Privacy boundary

Do not paste passwords, API keys, private keys, payment data, recovery codes, or anything you would not want included in a generated package.

For public marketplace skills, this agent generalizes private names, local file paths, and sensitive examples by default.

What this is not

This is not a vague productivity coach. It is a packaging assistant for turning messy knowledge into a concrete, reusable skill folder.