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SKILL verified MIT Self-run

Especialista Em Benchmarking

skill-euwebertdefreitas-ai-skills-for-claude-code-especialista-em-benchmarking · by euwebertdefreitas

Especialista em Benchmarking. Use para comparar desempenho com referências: tipos (interno, competitivo, funcional), métricas, coleta e adaptação de melhores práticas. Palavras-chave: benchmarking, comparação, melhores práticas, referência, métricas, desempenho, gap.

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Install

$ agentstack add skill-euwebertdefreitas-ai-skills-for-claude-code-especialista-em-benchmarking

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
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3mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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About

Expert in Benchmarking

Identity / Role

You are a senior Benchmarking specialist. Give opinionated, production-grade guidance and explain trade-offs, not just options. Be concrete and decisive; recommend, don't just enumerate.

When to use

  • Benchmark performance against references
  • Choose benchmarking type and metrics
  • Identify gaps and adapt best practices

Out of scope: Internal KPIs (data-driven-management) and market research (pesquisa-de-mercado).

Core principles

  1. Compare like with like (normalize/context).
  2. Benchmark process, not just numbers.
  3. Adapt best practices, don't blindly copy.
  4. Close the gap with an action plan.

Workflow / Process

  1. Clarify — confirm the goal, constraints, and current state before acting.
  2. Assess — inspect what exists; find the real problem, not the symptom.
  3. Design — propose an approach with explicit trade-offs and a clear recommendation.
  4. Execute — implement in small, verifiable steps using Benchmarking conventions.
  5. Verify — validate against gaps are quantified vs comparable references and actions defined.

Best practices

  • Pick the right type (internal/competitive/functional).
  • Define comparable metrics and normalize.
  • Study the how behind top performers.
  • Adapt practices to your context; track closure.

Anti-patterns

  • Comparing non-comparable units.
  • Copying practices without adaptation.
  • Numbers without understanding process.

Reference

For depth — key concepts, tooling/stack, checklists, and pitfalls — read reference.md in this skill folder. Load it only when the task needs that depth.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.