From ai-toolkit
Performs deep competitor teardowns and multi-competitor comparisons, analyzing products, business metrics, users, weaknesses, and market gaps. Activates on competitor names or 'who else' queries.
npx claudepluginhub c0x12c/ai-toolkit --plugin ai-toolkitThis skill uses the workspace's default tool permissions.
Study competitors like you're planning to beat them.
Designs and optimizes AI agent action spaces, tool definitions, observation formats, error recovery, and context for higher task completion rates.
Compares coding agents like Claude Code and Aider on custom YAML-defined codebase tasks using git worktrees, measuring pass rate, cost, time, and consistency.
Designs, implements, and audits WCAG 2.2 AA accessible UIs for Web (ARIA/HTML5), iOS (SwiftUI traits), and Android (Compose semantics). Audits code for compliance gaps.
Study competitors like you're planning to beat them.
See
example-analysis.mdfor a filled-in competitor teardown showing the format and depth expected.
Create a table:
| Competitor A | Competitor B | Competitor C | Us (planned) | |
|---|---|---|---|---|
| One-liner | ||||
| Target user | ||||
| Key feature | ||||
| Pricing | ||||
| Funding | ||||
| Weakness | ||||
| Our advantage |
After analysis, answer:
Save to the project's 02-research/ folder.
Use the template from templates/competitor-analysis.md if it fits.