Killer-Skills Review
Decision support comes first. Repository text comes second.
This page remains useful for operators, but Killer-Skills treats it as reference material instead of a primary organic landing page.
Ideal for Incident Diagnosis Agents requiring rapid evidence-first analysis and root cause identification within 16-30 seconds. critic is an AI agent skill that performs evidence-first incident diagnosis, identifying root causes and providing fix plans, rollback procedures, and confidence values.
Core Value
Empowers agents to analyze pipeline outputs, determining confidence values and identifying missing fields through tools like Read, leveraging models such as haiku and sonnet for comprehensive incident diagnosis, including defining pass/fail criteria for fields like root_cause, evidence, and fix_plan.
Ideal Agent Persona
Ideal for Incident Diagnosis Agents requiring rapid evidence-first analysis and root cause identification within 16-30 seconds.
↓ Capabilities Granted for critic
! Prerequisites & Limits
- Requires pipeline output data
- Limited to analyzing specific required fields
- Dependent on models like haiku and sonnet for analysis
Why this page is reference-only
- - The underlying skill quality score is below the review floor.
Source Boundary
The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.
Decide The Next Action Before You Keep Reading Repository Material
Killer-Skills should not stop at opening repository instructions. It should help you decide whether to install this skill, when to cross-check against trusted collections, and when to move into workflow rollout.
Start With Installation And Validation
If this skill is worth continuing with, the next step is to confirm the install command, CLI write path, and environment validation.
Cross-Check Against Trusted Picks
If you are still comparing multiple skills or vendors, go back to the trusted collection before amplifying repository noise.
Move To Workflow Collections For Team Rollout
When the goal shifts from a single skill to team handoff, approvals, and repeatable execution, move into workflow collections.
Browser Sandbox Environment
⚡️ Ready to unleash?
Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.
FAQ & Installation Steps
These questions and steps mirror the structured data on this page for better search understanding.
? Frequently Asked Questions
What is critic?
Ideal for Incident Diagnosis Agents requiring rapid evidence-first analysis and root cause identification within 16-30 seconds. critic is an AI agent skill that performs evidence-first incident diagnosis, identifying root causes and providing fix plans, rollback procedures, and confidence values.
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: Diagnosing incidents with evidence-first approach, Analyzing pipeline outputs for confidence values and missing fields, Defining pass/fail criteria for incident diagnosis fields.
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 pipeline output data. Limited to analyzing specific required fields. Dependent on models like haiku and sonnet for analysis.
↓ 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.
! Reference-Only Mode
This page remains useful for installation and reference, but Killer-Skills no longer treats it as a primary indexable landing page. Read the review above before relying on the upstream repository instructions.
Upstream Repository Material
The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.
critic
Unlock rapid root cause analysis with critic, the AI agent skill that diagnoses incidents in 16-30s. Learn how to leverage its capabilities today!