Agent Skill Reviewer and Creator
Paste the following prompt into your AI chat to install this skill:
Please follow https://skillhub.cn/install/skillhub.md and install @user_11f3afce/skill-review-main.
About this skill
The problem
Agent Skills are often governed by prose conventions, so issues like weak description triggers, missing confirmation checkpoints, nondeterministic scripts, and messy references/ layout can slip through. This skill turns a ten-rule rubric into an executable review flow: it runs a deterministic lint first, then loads only the rubric file needed for the current rule, instead of stuffing all references into context.
How it works
Review mode accepts a skill directory or a SKILL.md path, runs a zero-dependency lint script, and gets P0–P3 counts, a verdict, and hard-fact findings. It then evaluates selected R1–R10 rubrics on demand and appends soft findings. Before editing, it asks whether to report only, fix P0/P1, or fix specific items. If approved, it uses targeted replacements and re-runs lint rather than rewriting freely.
Template mode confirms the skill name, purpose, trigger phrases, and whether it needs scripts or confirmation gates. It then scaffolds a new skill under .cursor/skills/<name> and applies constraints such as size limits, description quality, workflow checklist, argument parsing, and pre-delivery self-checks. The scaffold is verified with the linter, aiming for GOOD or OK_WITH_NOTES.
Boundaries
It reviews Skill structure, not arbitrary application code. The rule set is fixed: R1–R10 plus the lint script's hard rules. --quick runs lint only, --rules can narrow rubrics, and the target skill should not be modified before explicit confirmation.
Use Cases
- Review a Cursor skill folder for structure, description, and workflow, producing a P0–P3 report.
- Fix missing confirmation and argument documentation in a reviewed skill using targeted edits and re-lint.
- Scaffold a new skill from a name, purpose, triggers, and scripts, then verify it with the linter.
- Run a pre-delivery check that rubric files, rule IDs, and permissions are correct before release.
Best For
- Platform engineers maintaining Cursor/Agent skill catalogs who need executable rubric checks.
- Application engineers shipping automation agents who need confirmation gates and documented arguments.
- Tech leads reviewing Skill code who need traceable P0–P3 reports and re-lint results.
- Backend engineers wrapping internal tools as Agent Skills who need rule-compliant templates.
Related Skills
Track multiple GitHub projects, check releases and changelogs, and generate structured update summaries with impact analysis.
Upload local files to Qiniu Object Storage with server-side auto-delete days and public or private permanent URLs, ideal for temporary files and replacing Base64 storage.
Creates themed learning sites by generating flashcards, lessons, quizzes, index, and progress pages into a deployable website.
End-to-end mathematical optimization modeling with Gurobi and Python, covering data validation, code generation, solving, result analysis, and iterative revision.