reflexion:critique▌
neolabhq/context-engineering-kit · updated Apr 8, 2026
MDX-style export adds YAML metadata + attribution linking explainx.ai and this canonical listing URL.
The review is report-only - findings are presented for user consideration without automatic fixes.
Work Critique Command
The review is report-only - findings are presented for user consideration without automatic fixes.
Your Workflow
Phase 1: Context Gathering
Before starting the review, understand what was done:
-
Identify the scope of work to review:
- If arguments provided: Use them to identify specific files, commits, or conversation context
- If no arguments: Review the recent conversation history and file changes
- Ask user if scope is unclear: "What work should I review? (recent changes, specific feature, entire conversation, etc.)"
-
Capture relevant context:
- Original requirements or user request
- Files that were modified or created
- Decisions made during implementation
- Any constraints or assumptions
-
Summarize scope for confirmation:
📋 Review Scope: - Original request: [summary] - Files changed: [list] - Approach taken: [brief description] Proceeding with multi-agent review...
Phase 2: Independent Judge Reviews (Parallel)
Use the Task tool to spawn three specialized judge agents in parallel. Each judge operates independently without seeing others' reviews.
Judge 1: Requirements Validator
Prompt for Agent:
You are a Requirements Validator conducting a thorough review of completed work.
## Your Task
Review the following work and assess alignment with original requirements:
[CONTEXT]
Original Requirements: {requirements}
Work Completed: {summary of changes}
Files Modified: {file list}
[/CONTEXT]
## Your Process (Chain-of-Verification)
1. **Initial Analysis**:
- List all requirements from the original request
- Check each requirement against the implementation
- Identify gaps, over-delivery, or misalignments
2. **Self-Verification**:
- Generate 3-5 verification questions about your analysis
- Example: "Did I check for edge cases mentioned in requirements?"
- Answer each question honestly
- Refine your analysis based on answers
3. **Final Critique**:
Provide structured output:
### Requirements Alignment Score: X/10
### Requirements Coverage:
✅ [Met requirement 1]
✅ [Met requirement 2]
⚠️ [Partially met requirement 3] - [explanation]
❌ [Missed requirement 4] - [explanation]
### Gaps Identified:
- [gap 1 with severity: Critical/High/Medium/Low]
- [gap 2 with severity]
### Over-Delivery/Scope Creep:
- [item 1] - [is this good or problematic?]
### Verification Questions & Answers:
Q1: [question]
A1: [answer that influenced your critique]
...
Be specific, objective, and cite examples from the code.
Judge 2: Solution Architect
Prompt for Agent:
You are a Solution Architect evaluating the technical approach and design decisions.
## Your Task
Review the implementation approach and assess if it's optimal:
[CONTEXT]
Problem to Solve: {problem description}
Solution Implemented: {summary of approach}
Files Modified: {file list with brief description of changes}
[/CONTEXT]
## Your Process (Chain-of-Verification)
1. **Initial Evaluation**:
- Analyze the chosen approach
- Consider alternative approaches
- Evaluate trade-offs and design decisions
- Check for architectural patterns and best practices
2. **Self-Verification**:
- Generate 3-5 verification questions about your evaluation
- Example: "Am I being biased toward a particular pattern?"
- Example: "Did I consider the project's existing architecture?"
- Answer each question honestly
- Adjust your evaluation based on answers
3. **Final Critique**:
Provide structured output:
### Solution Optimality Score: X/10
### Approach Assessment:
**Chosen Approach**: [brief description]
**Strengths**:
- [strength 1 with explanation]
- [strength 2]
**Weaknesses**:
- [weakness 1 with explanation]
- [weakness 2]
### Alternative Approaches Considered:
1. **[Alternative 1]**
- Pros: [list]
- Cons: [list]
- Recommendation: [Better/Worse/Equivalent to current approach]
2. **[Alternative 2]**
- Pros: [list]
- Cons: [list]
- Recommendation: [Better/Worse/Equivalent]
### Design Pattern Assessment:
- Patterns used correctly: [list]
- Patterns missing: [list with explanation why they'd help]
- Anti-patterns detected: [list with severity]
### Scalability & Maintainability:
- [assessment of how solution scales]
- [assessment of maintainability]
### Verification Questions & Answers:
Q1: [question]
A1: [answer that influenced your critique]
...
Be objective and consider the context of the project (size, team, constraints).
Judge 3: Code Quality Reviewer
Prompt for Agent:
You are a Code Quality Reviewer assessing implementation quality and suggesting refactorings.
## Your Task
Review the code quality and identify refactoring opportunities:
[CONTEXT]
Files Changed: {file list}
Implementation Details: {code snippets or file contents as needed}
Project Conventions: {any known conventions from codebase}
[/CONTEXT]
## Your Process (Chain-of-Verification)
1. **Initial Review**:
- Assess code readability and clarity
- Check for code smells and complexity
- Evaluate naming, structure, and organization
- Look for duplication and coupling issues
- Verify error handling and edge cases
2. **Self-Verification**:
- Generate 3-5 verification questions about your review
- Example: "Am I applying personal preferences vs. objective quality criteria?"
- Example: "Did I consider the existing codebase style?"
- Answer each question honestly
- Refine your review based on answers
3. **Final Critique**:
Provide structured output:
### Code Quality Score: X/10
### Quality Assessment:
**Strengths**:
- [strength 1 with specific example]
- [strength 2]
**Issues Found**:
- [issue 1] - Severity: [Critical/High/Medium/Low]
- Location: [file:line]
- Example: [code snippet]
### Refactoring Opportunities:
1. **[Refactoring 1 Name]** - Priority: [High/Medium/Low]
- Current code:
```
[code snippet]
```
- Suggested refactoring:
```
[improved code]
```
- Benefits: [explanation]
- Effort: [Small/Medium/Large]
2. **[Refactoring 2]**
- [same structure]
### Code Smells Detected:
- [smell 1] at [location] - [explanation and impact]
- [smell 2]
### Complexity Analysis:
- High complexity areas: [list with locations]
- Suggested simplifications: [list]
### Verification Questions & Answers:
Q1: [question]
A1: [answer that influenced your critique]
...
Provide specific, actionable feedback with code examples.
Implementation Note: Use the Task tool with subagent_type="general-purpose" to spawn these three agents in parallel, each with their respective prompt and context.
Phase 3: Cross-Review & Debate
After receiving all three judge reports:
-
Synthesize the findings:
- Identify areas of agreement
- Identify contradictions or disagreements
- Note gaps in any review
-
Conduct debate session (if significant disagreements exist):
- Present conflicting viewpoints to judges
- Ask each judge to review the other judges' findings
- Example: "Requirements Validator says approach is overengineered, but Solution Architect says it's appropriate for scale. Please both review this disagreement and provide reasoning."
- Use Task tool to spawn follow-up agents that have context of previous reviews
-
Reach consensus:
- Synthesize the debate outcomes
- Identify which viewpoints are better supported
- Document any unresolved disagreements with "reasonable people may disagree" notation
Phase 4: Generate Consensus Report
Compile all findings into a comprehensive, actionable report:
# 🔍 Work Critique Report
## Executive Summary
[2-3 sentences summarizing overall assessment]
**Overall Quality Score**: X/10 (average of three judge scores)
---
## 📊 Judge Scores
| Judge | Score | Key Finding |
|-------|-------|-------------|
| Requirements Validator | X/10 | [one-line summary] |
| Solution Architect | X/10 | [one-line summary] |
| Code Quality Reviewer | X/10 | [one-line summary] |
---
## ✅ Strengths
[Synthesized list of what was done well, with specific examples]
1. **[Strength 1]**
- Source: [which judge(s) noted this]
- Evidence: [specific example]
---
## ⚠️ Issues & Gaps
### Critical Issues
[Issues that need immediate attention]
- **[Issue 1]**
- Identified by: [judge name]
- Location: [file:line if applicable]
- Impact: [explanation]
- Recommendation: [what to do]
### High Priority
[Important but not blocking]
### Medium Priority
[Nice to have improvements]
### Low Priority
[Minor polish items]
---
## 🎯 Requirements Alignment
[Detailed breakdown from Requirements Validator]
**Requirements Met**: X/Y
**Coverage**: Z%
[Specific requirements table with status]
---
## 🏗️ Solution Architecture
[Key insights from Solution Architect]
**Chosen Approach**: [brief description]
**Alternative Approaches Considered**:
1. [Alternative 1] - [Why chosen approach is better/worse]
2. [Alternative 2] - [Why chosen approach is better/worse]
**Recommendation**: [Stick with current / Consider alternative X because...]
---
## 🔨 Refactoring Recommendations
[Prioritized list from Code Quality Reviewer]
### High Priority Refactorings
1. How to use reflexion:critique on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add reflexion:critique
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches reflexion:critique from GitHub repository neolabhq/context-engineering-kit and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate reflexion:critique. Access the skill through slash commands (e.g., /reflexion:critique) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases▌
User Story & Requirements Generation
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Competitive Analysis
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Roadmap Prioritization
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Installation Steps
- 1.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 7.Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices▌
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This▌
✓ Use When
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid When
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.5★★★★★45 reviews- ★★★★★Arya Diallo· Dec 28, 2024
Keeps context tight: reflexion:critique is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Yuki Chawla· Dec 20, 2024
We added reflexion:critique from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Diego Chen· Dec 16, 2024
Registry listing for reflexion:critique matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Dhruvi Jain· Dec 4, 2024
Keeps context tight: reflexion:critique is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Oshnikdeep· Nov 23, 2024
reflexion:critique has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Emma Diallo· Nov 19, 2024
reflexion:critique has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Yusuf Chen· Nov 11, 2024
reflexion:critique reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Anika Okafor· Nov 7, 2024
reflexion:critique fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Kofi Rahman· Oct 26, 2024
We added reflexion:critique from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Ganesh Mohane· Oct 14, 2024
Solid pick for teams standardizing on skills: reflexion:critique is focused, and the summary matches what you get after install.
showing 1-10 of 45