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Tech Stack Evaluator

Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing frameworks, evaluating technology stacks, calculating total cost of ownership, assessing migration paths, or analyzing ecosystem viability.

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Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing frameworks, evaluating technology stacks, calculating total cost of ownership, assessing migration paths, or analyzing ecosystem viability.

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Install for OpenClaw

Known item issue.

This item's current download entry is known to bounce back to a listing or homepage instead of returning a package file.

Quick setup
  1. Open the source page and confirm the package flow manually.
  2. Review SKILL.md if you can obtain the files.
  3. Treat this source as manual setup until the download is verified.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Manual review
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md, assets/expected_output_comparison.json, assets/sample_input_structured.json, assets/sample_input_tco.json, assets/sample_input_text.json, references/examples.md

Validation

  • Open the source listing and confirm there is a real package or setup artifact available.
  • Review SKILL.md before asking your agent to continue.
  • Treat this source as manual setup until the upstream download flow is fixed.

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Agent handoff

Use the source page and any available docs to guide the install because the item currently does not return a direct package file.

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Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
2.1.1

Documentation

ClawHub primary doc Primary doc: SKILL.md 19 sections Open source page

Technology Stack Evaluator

Evaluate and compare technologies, frameworks, and cloud providers with data-driven analysis and actionable recommendations.

Table of Contents

Capabilities Quick Start Input Formats Analysis Types Scripts References

Capabilities

CapabilityDescriptionTechnology ComparisonCompare frameworks and libraries with weighted scoringTCO AnalysisCalculate 5-year total cost including hidden costsEcosystem HealthAssess GitHub metrics, npm adoption, community strengthSecurity AssessmentEvaluate vulnerabilities and compliance readinessMigration AnalysisEstimate effort, risks, and timeline for migrationsCloud ComparisonCompare AWS, Azure, GCP for specific workloads

Compare Two Technologies

Compare React vs Vue for a SaaS dashboard. Priorities: developer productivity (40%), ecosystem (30%), performance (30%).

Calculate TCO

Calculate 5-year TCO for Next.js on Vercel. Team: 8 developers. Hosting: $2500/month. Growth: 40%/year.

Assess Migration

Evaluate migrating from Angular.js to React. Codebase: 50,000 lines, 200 components. Team: 6 developers.

Input Formats

The evaluator accepts three input formats: Text - Natural language queries Compare PostgreSQL vs MongoDB for our e-commerce platform. YAML - Structured input for automation comparison: technologies: ["React", "Vue"] use_case: "SaaS dashboard" weights: ecosystem: 30 performance: 25 developer_experience: 45 JSON - Programmatic integration { "technologies": ["React", "Vue"], "use_case": "SaaS dashboard" }

Quick Comparison (200-300 tokens)

Weighted scores and recommendation Top 3 decision factors Confidence level

Standard Analysis (500-800 tokens)

Comparison matrix TCO overview Security summary

Full Report (1200-1500 tokens)

All metrics and calculations Migration analysis Detailed recommendations

stack_comparator.py

Compare technologies with customizable weighted criteria. python scripts/stack_comparator.py --help

tco_calculator.py

Calculate total cost of ownership over multi-year projections. python scripts/tco_calculator.py --input assets/sample_input_tco.json

ecosystem_analyzer.py

Analyze ecosystem health from GitHub, npm, and community metrics. python scripts/ecosystem_analyzer.py --technology react

security_assessor.py

Evaluate security posture and compliance readiness. python scripts/security_assessor.py --technology express --compliance soc2,gdpr

migration_analyzer.py

Estimate migration complexity, effort, and risks. python scripts/migration_analyzer.py --from angular-1.x --to react

References

DocumentContentreferences/metrics.mdDetailed scoring algorithms and calculation formulasreferences/examples.mdInput/output examples for all analysis typesreferences/workflows.mdStep-by-step evaluation workflows

Confidence Levels

LevelScoreInterpretationHigh80-100%Clear winner, strong dataMedium50-79%Trade-offs present, moderate uncertaintyLow< 50%Close call, limited data

When to Use

Comparing frontend/backend frameworks for new projects Evaluating cloud providers for specific workloads Planning technology migrations with risk assessment Calculating build vs. buy decisions with TCO Assessing open-source library viability

When NOT to Use

Trivial decisions between similar tools (use team preference) Mandated technology choices (decision already made) Emergency production issues (use monitoring tools)

Category context

Workflow acceleration for inboxes, docs, calendars, planning, and execution loops.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
4 Config2 Docs
  • SKILL.md Primary doc
  • references/examples.md Docs
  • assets/expected_output_comparison.json Config
  • assets/sample_input_structured.json Config
  • assets/sample_input_tco.json Config
  • assets/sample_input_text.json Config