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v1.0.0
GitHub

About this Skill

Ideal for Development Agents requiring rigorous feature validation against business requirements documents like BRD, FRD, and PRD. feature-validator is a technical skill that validates feature alignment with business requirements documents such as BRD, FRD, and PRD

Features

References core business documents including BRD, FRD, MRD, PRD, SRS, and BUSINESS
Validates feature alignment with documented business requirements
Supports multiple document formats including Markdown (.md) files
Ensures compliance with market, product, and software specifications
Streamlines development process by checking core business docs
Facilitates collaboration between developers, product managers, and business stakeholders

# Core Topics

Joseph-VJ Joseph-VJ
[0]
[0]
Updated: 3/7/2026

Quality Score

Top 5%
30
Excellent
Based on code quality & docs
Installation
SYS Universal Install (Auto-Detect)
Cursor IDE Windsurf IDE VS Code IDE
> npx killer-skills add Joseph-VJ/XAI-Threat-Attribution-IDS/feature-validator

Agent Capability Analysis

The feature-validator MCP Server by Joseph-VJ is an open-source Categories.community integration for Claude and other AI agents, enabling seamless task automation and capability expansion. Optimized for how to use feature-validator, what is feature-validator, feature-validator setup guide.

Ideal Agent Persona

Ideal for Development Agents requiring rigorous feature validation against business requirements documents like BRD, FRD, and PRD.

Core Value

Empowers agents to ensure feature alignment with core business documents, providing validation against BRD, FRD, MRD, PRD, SRS, and other business specifications, utilizing markdown files for documentation.

Capabilities Granted for feature-validator MCP Server

Validating features against Business Requirements Documents (BRD)
Aligning product development with Functional Requirements Documents (FRD)
Ensuring market requirements compliance using Market Requirements Documents (MRD)

! Prerequisites & Limits

  • Requires access to core business documents (BRD, FRD, MRD, PRD, SRS)
  • Must have markdown file format support for documentation
  • Limited to features outlined in referenced business documents
Project
SKILL.md
3.1 KB
.cursorrules
1.2 KB
package.json
240 B
Ready
UTF-8

# Tags

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SKILL.md
Readonly

Feature Alignment Validator

Purpose

Ensure all features align with documented business requirements

Reference Documents (MUST CHECK ALL)

Core Business Docs (6 Required):

  1. BRD - docs/business/brd.md - Business Requirements
  2. FRD - docs/business/FRD.md - Functional Requirements
  3. MRD - docs/business/mrd.md - Market Requirements
  4. PRD - docs/business/PRD.md - Product Requirements
  5. SRS - docs/business/srs.md - Software Specifications
  6. BUSINESS_MODEL - docs/business/BUSINESS_MODEL.md - Revenue model

Supporting Documentation:

  • docs/business/FREE_FOR_BUYERS.md - Free buyer philosophy
  • docs/technical/SELLER_LISTING_FLOW_ANALYSIS.md - Feature flows
  • docs/DOCUMENTATION_INDEX.md - Full doc inventory
  • docs/PROJECT_OVERVIEW.md - High-level summary

AI Workflow for New Features

🔴 STEP 0: VALIDATE USER REQUEST (MANDATORY)

  • Read user's exact words - What feature do they want?
  • Understand their intent - Why do they want this feature?
  • Check for business conflicts - Does this match FREE_FOR_BUYERS.md and BUSINESS_MODEL.md?
  • Identify pricing implications - Will this be free or paid?
  • Ask clarifying questions - If uncertain, ask BEFORE searching docs
  1. 📝 Feature Request Received

  2. 🔍 Search ALL 6 docs for matching requirement

  3. Decision Tree:

    Feature in docs?
    ├─ ✅ YES → Proceed with implementation
    └─ ❌ NO → Follow "Undocumented Feature Protocol"
    

Undocumented Feature Protocol

When feature is NOT in any of the 6 docs:

  1. 🛑 PAUSE implementation
  2. 📋 INFORM user:
    • "This feature is not documented in BRD/FRD/MRD/PRD/SRS/BUSINESS_MODEL"
    • "Searched: [list what you searched for]"
    • "Results: Not found"
  3. 💡 SUGGEST next steps:
    • Option A: Add feature to appropriate doc first (recommend which doc)
    • Option B: Skip this feature (explain why it might not fit)
    • Option C: Proceed anyway (explain risks)
  4. ⏸️ WAIT for user decision
  5. ✅ Proceed only after user confirms

Validation Checklist

  • Feature exists in at least ONE of the 6 docs?
  • Implementation matches documented requirements?
  • No conflicting requirements across docs?
  • User stories/use cases covered?
  • Business logic aligns with BUSINESS_MODEL?
  • Technical specs match SRS?
  • Functional behavior matches FRD?

Core Business Logic (Always Validate Against)

From BUSINESS_MODEL.md:

  • FREE for Buyers - All customer features must be free
  • Paid for Sellers - Revenue comes from promoters/sellers only
  • Offline-First - Must work without internet
  • Dual-Mode - Support both SQLite (offline) and Supabase (online)
  • Lead Generation - Maximize seller leads, not buyer friction

Red Flags (Alert User Immediately)

  • 🚫 Feature charges buyers money
  • 🚫 Feature breaks offline mode
  • 🚫 Feature conflicts with "free for buyers" model
  • 🚫 Feature requires always-online connection
  • 🚫 Feature not in any of the 6 reference docs

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