πŸ” Scan: Analyzing Project Scope...

SkillDev tools

Use when the user says 'scan project', 'estimate', 'how much to charge', or needs codebase complexity analysis.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the πŸ” Scan: Analyzing Project Scope... skill

What this skill tells your AI

The instructions your AI receives, as published by cwinvestments/memstack in skills/scan/SKILL.md and read by ahel’s review.

Analyze a project's complexity and generate pricing recommendations.

Activation

When this skill activates, output:

πŸ” Scan: Analyzing project scope...

Then execute the protocol below.

Context Guard

ContextStatus
User asks to scan or analyze a projectACTIVE: full scan
User asks about pricing or estimatesACTIVE: full scan + pricing
User mentions project metrics (LOC, file count)ACTIVE: quick metrics
Discussing project analysis concepts generallyDORMANT: do not activate
User is building/coding, not analyzingDORMANT: do not activate

Protocol

  1. Scan the codebase:

    find . -type f \( -name "*.ts" -o -name "*.tsx" -o -name "*.js" -o -name "*.py" -o -name "*.css" \) | wc -l
    find . -type f \( -name "*.ts" -o -name "*.tsx" -o -name "*.js" \) -exec cat {} + | wc -l
    
  2. Count key components: pages/routes, API endpoints, database tables, external integrations, auth complexity

  3. Assess complexity tier:

    • Simple (< 20 files, < 3K LOC): $500 to $2,000
    • Medium (20-60 files, 3K-15K LOC): $2,000 to $8,000
    • Complex (60-150 files, 15K-50K LOC): $8,000 to $25,000
    • Enterprise (150+ files, 50K+ LOC): $25,000+
  4. Factor in: Auth (+2FA/SSO), payments (+$1-3K), real-time (+$1-2K), admin panel (+$2-5K), mobile responsive (+20-30%), per API integration (+$500-1.5K)

  5. Generate three-tier pricing: Budget, Standard, Premium

Inputs

  • Project directory path
  • New build vs maintenance estimate

Outputs

  • Project analysis: file counts, LOC, endpoints, tables
  • Complexity tier assessment
  • Three-tier pricing recommendation

Example Usage

User: "scan AdminStack and estimate pricing"

πŸ” Scan: Analyzing project scope...

Files: 127 | LOC: ~28,000 | Pages: 27 | API Routes: 34 | Tables: 20
Integrations: Supabase, Stripe, Square, SendGrid, Railway, Hetzner
Complexity: Complex tier

Budget:   $15,000: Core features, basic styling
Standard: $22,000: Full features, admin panel, responsive
Premium:  $30,000, Full + custom integrations + 3mo support

Level History

  • Lv.1: Base: File/LOC counting with complexity assessment. (Origin: MemStack v1.0, Feb 2026)
  • Lv.2: Enhanced: Added YAML frontmatter, context guard, activation message, integration pricing. (Origin: MemStack v2.0 MemoryCore merge, Feb 2026)

Signals

GitHub stars
419
Forks
44
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
scan-cwinvestments
Source
github.com/cwinvestments/memstack