AgentSkillsCN

Technology Radar

结合采用建议与风险分析的技术成熟度评估

SKILL.md
--- frontmatter
name: "Technology Radar"
department: "scout"
description: "Technology maturity assessment with adoption recommendation and risk analysis"
version: 1
triggers:
  - "framework"
  - "technology"
  - "tool"
  - "evaluate"
  - "choose"
  - "migrate"
  - "adopt"
  - "stack"

Technology Radar

Purpose

Assess technology maturity and fitness for the project, placing it on a radar quadrant with a clear adoption recommendation and risk profile.

Inputs

  • Technology, framework, or tool to evaluate
  • Current tech stack and existing choices
  • Project requirements and constraints
  • Team size, skills, and familiarity
  • Timeline and urgency

Process

Step 1: Categorize the Technology

Classify into one or more categories:

  • Language (TypeScript, Rust, Go, Python)
  • Framework (Next.js, SvelteKit, Remix, Astro)
  • Library (React, Vue, Solid, htmx)
  • Tool (Vite, Turbopack, Biome, ESLint)
  • Platform (Vercel, Cloudflare, AWS, Supabase)
  • Infrastructure (Docker, Kubernetes, Terraform, Pulumi)

Step 2: Assess Maturity Level

Place the technology in one quadrant:

  • Adopt — Proven in production at scale, low risk, strong ecosystem. We recommend using this.
  • Trial — Promising technology worth exploring in non-critical paths. We've seen enough to recommend trying it.
  • Assess — Interesting technology worth watching and experimenting with. Not ready for production use.
  • Hold — Use with caution or actively migrate away. Known issues, declining ecosystem, or better alternatives exist.

Evidence for placement:

  • Production usage at notable companies
  • Stability of API (frequency of breaking changes)
  • Age and version history
  • Community sentiment trend (growing, stable, declining)

Step 3: Evaluate Ecosystem Health

  • Documentation quality: Official docs completeness, tutorials, examples
  • Community size: GitHub stars, npm downloads, Discord/forum activity, conference talks
  • Corporate backing: Funded by a company? Independent maintainers? Foundation-backed?
  • Plugin/integration ecosystem: Middleware, extensions, adapters for common tools
  • Hiring market: Can you find developers who know this? Learning resources available?

Step 4: Check Team Familiarity and Learning Curve

  • How many team members have experience with this technology?
  • What is the learning curve (days, weeks, months to productivity)?
  • Are there similar technologies the team already knows that transfer?
  • What training or ramp-up would be needed?

Step 5: Estimate Migration Cost from Current Stack

  • What does the current solution look like?
  • How many files, modules, or systems would need to change?
  • Can migration be incremental or must it be all-at-once?
  • What is the estimated effort (days/weeks/months)?
  • What risks exist during migration (dual-system complexity, feature parity gaps)?

Step 6: Assess Long-term Viability

  • Funding model: VC-funded, open source donations, corporate sponsor, commercial license
  • Roadmap clarity: Published roadmap? Active development toward clear goals?
  • Adoption trend: Growing, plateau, declining? (npm downloads over 2 years)
  • Lock-in risk: How hard is it to switch away if needed?
  • Standards alignment: Does it follow web standards, or create proprietary abstractions?

Step 7: Evaluate Alignment with Project Requirements

  • Does it solve the specific problem at hand?
  • Performance characteristics match requirements?
  • Deployment model compatibility (serverless, edge, traditional server)?
  • Scaling characteristics for expected load?
  • Security posture and vulnerability response history?

Output Format

Technology Radar Placement

code
              ADOPT
                |
         +-----------+
         |  [Name]   |    (or placed in TRIAL / ASSESS / HOLD)
         +-----------+
                |
  HOLD ------- + ------- TRIAL
                |
              ASSESS

Quadrant: [Adopt / Trial / Assess / Hold] Confidence: [High / Medium / Low] Category: [Language / Framework / Library / Tool / Platform / Infrastructure]

Adoption Recommendation

Recommendation: [Adopt now / Trial in next sprint / Assess and revisit in N months / Hold and consider alternatives] Timeline: [Immediate / Next quarter / Next half / Not recommended] Migration path: [Description of incremental adoption strategy if applicable]

Risk Assessment

RiskLikelihoodImpactMitigation
...High/Med/LowHigh/Med/Low...

Comparison with Current Solution

AspectCurrentProposedDelta
Performance.........
DX.........
Ecosystem.........
Maintenance.........

Quality Checks

  • Technology categorized accurately
  • Maturity level justified with evidence (not opinion)
  • Ecosystem health assessed across all dimensions
  • Team familiarity and learning curve honestly evaluated
  • Migration cost estimated with scope
  • Long-term viability assessed (funding, adoption trend, lock-in)
  • Project-specific requirements checked for alignment
  • Risk assessment includes mitigation strategies

Evolution Notes

<!-- Observations appended after each use -->