# Send Tech Stack Evaluator to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "tech-stack-evaluator",
    "name": "Tech Stack Evaluator",
    "source": "tencent",
    "type": "skill",
    "category": "效率提升",
    "sourceUrl": "https://clawhub.ai/alirezarezvani/tech-stack-evaluator",
    "canonicalUrl": "https://clawhub.ai/alirezarezvani/tech-stack-evaluator",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/tech-stack-evaluator",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=tech-stack-evaluator",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "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"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "tech-stack-evaluator",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-01T09:53:16.107Z",
      "expiresAt": "2026-05-08T09:53:16.107Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=tech-stack-evaluator",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=tech-stack-evaluator",
        "contentDisposition": "attachment; filename=\"tech-stack-evaluator-2.1.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "tech-stack-evaluator"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/tech-stack-evaluator"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/tech-stack-evaluator",
    "downloadUrl": "https://openagent3.xyz/downloads/tech-stack-evaluator",
    "agentUrl": "https://openagent3.xyz/skills/tech-stack-evaluator/agent",
    "manifestUrl": "https://openagent3.xyz/skills/tech-stack-evaluator/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/tech-stack-evaluator/agent.md"
  }
}
```
## Documentation

### 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)
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: alirezarezvani
- Version: 2.1.1
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-01T09:53:16.107Z
- Expires at: 2026-05-08T09:53:16.107Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/tech-stack-evaluator)
- [Send to Agent page](https://openagent3.xyz/skills/tech-stack-evaluator/agent)
- [JSON manifest](https://openagent3.xyz/skills/tech-stack-evaluator/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/tech-stack-evaluator/agent.md)
- [Download page](https://openagent3.xyz/downloads/tech-stack-evaluator)