review

Analyzes the skill inventory and proposes candidate groups for sub-skill consolidation.

18|8|Updated Jun 17, 2026
One-click install
npx skills add https://github.com/PyModel/pythinker-code --skill review-pymodel
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: review
Source: https://github.com/PyModel/pythinker-code/tree/main/packages/agent-core-v2/src/features/skill/catalog/builtin/sub-skill/review
Command: npx skills add https://github.com/PyModel/pythinker-code --skill review-pymodel

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? As a skill library grows, loosely related skills accumulate without structure, making discovery and maintenance harder. This Skill audits the existing skill inventory and produces a read-only proposal for grouping related skills into sub-skill bundles, without moving or editing any files. ## Core Features & Use Cases - Inventory Analysis: Lists all registered skills with names, descriptions, and source scopes, then categorizes them by functional domain. - Coupling Detection: Identifies skills frequently used together or sharing similar usage conditions, and flags granularity problems such as overly fine-grained or overly broad skills. - Consolidation Proposals: Outputs a structured report proposing parent skills with children, required directory moves, and rationale for each grouping. - Use Case: When a project has accumulated dozens of flat skills, run this review to get a grouped reorganization plan before applying changes with the consolidate step. ## Quick Start Ask the agent to review the current skill inventory and propose sub-skill groupings for related skills.

Frequently Asked Questions about review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I reorganize a large skill library into sub-skills?▼

Run the review sub-skill to audit the full skill inventory. It groups skills by domain, detects coupling between frequently combined skills, and outputs a proposal listing parent skills and children. File moves are then handled separately by the consolidate step.

What criteria make a good sub-skill grouping?▼

Good groupings share context within one domain, give the parent a natural top-level entry point, stay shallow at two levels of nesting, and keep existing skill names discoverable for backward compatibility.

Does the review sub-skill modify or move any files?▼

No. The review sub-skill is strictly read-only. It produces a proposal report with rationale and stops, leaving all directory changes to the separate consolidate sub-skill after user approval.

When should I run a skill inventory review?▼

Run it when the user asks to audit or reorganize skills, when many loosely related skills have accumulated, or when evaluating whether a new skill should become a sub-skill of an existing parent.

What are the limitations of automated skill grouping proposals?▼

Proposals are heuristic groupings based on domains, descriptions, and usage conditions, so they require human review before consolidation. Deep nesting beyond two levels is discouraged and flagged rather than recommended.