SuperAPI AI Directory
Partner with us中文AI newsFavorites
Skillsskill-generalizer

skill-generalizer

Agents & models

View repository

Updated 10-15 22:14

About this skill

Skill Generalizer

Overview

Convert a working local skill into a clean public artifact. The goal is to preserve the reusable technique while removing private context, personal assumptions, and machine-specific setup.

When To Use

  • A user wants to publish, share, promote, open-source, or package a local skill.
  • A skill was born from personal workflows, private repos, local paths, transcripts, remote hosts, or team conventions.
  • The output needs to be useful to strangers without leaking the author's environment.

Do not use for tuning a skill only for the user's own machine; use skill-personalizer for that.

Workflow

  1. Inspect the actual source skill and nearby repo files before judging.
  2. If the source skill quality is unclear, run the audit checks from skill-personalizer first.
  3. Separate the reusable capability from personal implementation details.
  4. Redact or replace private names, paths, hosts, credentials, account IDs, transcripts, and one-off project facts.
  5. Rewrite the skill around general triggering conditions, portable workflows, and bounded assumptions.
  6. Keep SKILL.md concise; move long rubrics, examples, or scripts into bundled resources.
  7. Check target-agent compatibility before writing install instructions or support claims.
  8. Produce publication-ready packaging and honest promotion copy only when requested.
  9. Verify frontmatter, file layout, install path, and at least one realistic usage prompt.

Public Release Rules

  • Frontmatter description should describe when to use the skill, not summarize its workflow.
  • Public examples must be generic or explicitly sanitized.
  • Claims in README or marketplace copy must match files that actually exist.
  • Prefer portable commands and path placeholders over the author's home directory or private aliases.
  • If a personal detail is essential, turn it into a configurable variable with setup guidance.

References

Read publication-rubric.md when doing a full release pass, redaction review, README rewrite, or promotional packaging.

Read platform-compatibility.md before claiming support for Codex, Claude Code, Cursor, OpenCode, Gemini CLI, or other coding agents.