Agent Capability Analysis
The critic skill by jimmymalhan is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance. Optimized for evidence-first, incident-diagnosis, root-cause-analysis.
Ideal Agent Persona
Perfect for Diagnostic Agents needing advanced incident analysis and quality gating capabilities.
Core Value
Empowers agents to automate quality gating and output contract validation end-to-end, utilizing confidence thresholds and field presence checks, with support for JSON output and gate definition using models like haiku and sonnet.
↓ Capabilities Granted for critic
! Prerequisites & Limits
- Requires confidence score >= 0.70 for approval
- Demands all 6 required fields be present and non-empty
- No partial approvals - only APPROVED or REJECTED decisions
Browser Sandbox Environment
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Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.
critic
Evidence-first incident diagnosis. Root cause in 16–30s. Project 1.0.0 complete (29/29 checkpoints).
FAQ & Installation Steps
These questions and steps mirror the structured data on this page for better search understanding.
? Frequently Asked Questions
What is critic?
Perfect for Diagnostic Agents needing advanced incident analysis and quality gating capabilities. Evidence-first incident diagnosis. Root cause in 16–30s. Project 1.0.0 complete (29/29 checkpoints).
How do I install critic?
Run the command: npx killer-skills add jimmymalhan/codereview-pilot/critic. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.
What are the use cases for critic?
Key use cases include: Automating incident diagnosis with root cause analysis, Validating output contracts for completeness and confidence, Generating approval or rejection decisions based on gate checks.
Which IDEs are compatible with critic?
This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.
Are there any limitations for critic?
Requires confidence score >= 0.70 for approval. Demands all 6 required fields be present and non-empty. No partial approvals - only APPROVED or REJECTED decisions.
↓ How To Install
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1. Open your terminal
Open the terminal or command line in your project directory.
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2. Run the install command
Run: npx killer-skills add jimmymalhan/codereview-pilot/critic. The CLI will automatically detect your IDE or AI agent and configure the skill.
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3. Start using the skill
The skill is now active. Your AI agent can use critic immediately in the current project.