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Agent-evals – Claude skill to build your own evals

  • Hacker News

I’ve spent the past 10 years working on AI in finance, with much of that time focused on building evaluation systems for production environments. As agents become more widely adopted, more software engineering and product people have start building them. But I’ve noticed that...

  • Published: May 4, 2026
  • First seen: May 5, 2026
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AI Summary

I’ve spent the past 10 years working on AI in finance, with much of that time focused on building evaluation systems for production environments. As agents become more widely adopted, more software engineering and product people have start building them. But I’ve noticed that...

Best for

Teams evaluating AI product workflows / Builders comparing emerging tools / Operators tracking early category shifts

Why it matters

Primary discovery source is Hacker News.

Key Features

  • Primary public product URL is https://github.com/fsilavong/agent-eval.
  • Description: I’ve spent the past 10 years working on AI in finance, with much of that time focused on building evaluation systems for production environments. As agents become more widely adopted, more software engineering and pro....
  • GitHub repository is linked as fsilavong/agent-eval.
  • Listed on Hacker News as "Agent-evals – Claude skill to build your own evals".
  • Source description: I’ve spent the past 10 years working on AI in finance, with much of that time focused on building evaluation systems for production environments. As agents become more widely adopted, more software engineering and pro....

Use Cases

  • Primary discovery source is Hacker News.
  • A public GitHub repo is available for direct technical review.
  • Hacker News mention is recent (2026-05-04).
  • Primary public product URL is https://github.com/fsilavong/agent-eval.
  • Description: I’ve spent the past 10 years working on AI in finance, with much of that time focused on building evaluation systems for production environments. As agents become more widely adopted, more software engineering and pro....

Why Now

Agent-evals – Claude skill to build your own evals is appearing on fresh discovery surfaces, so it is worth reviewing while momentum is still forming. Confidence is currently medium (49/100), so treat this as an early signal rather than a settled trend.

Community Signals

Trend score

38.5

24h momentum

Rising

Hacker News points

8

Rising

Facts / Signals / Inference / Unknowns

Facts

  • Listed on Hacker News as "Agent-evals – Claude skill to build your own evals".
  • Source description: I’ve spent the past 10 years working on AI in finance, with much of that time focused on building evaluation systems for production environments. As agents become more widely adopted, more software engineering and pro....
  • Source publish date is 2026-05-04.
  • Description: I’ve spent the past 10 years working on AI in finance, with much of that time focused on building evaluation systems for production environments. As agents become more widely adopted, more software engineering and pro....
  • GitHub repository is linked as fsilavong/agent-eval.
  • Primary public product URL is https://github.com/fsilavong/agent-eval.

Signals

  • Hacker News mention is recent (2026-05-04).
  • A public GitHub repo is available for direct technical review.
  • Primary discovery source is Hacker News.

Inference

  • Public code access can lower evaluation friction for developer audiences.

Unknowns

  • Documentation is not explicitly linked in the current allowed evidence set.
  • No tagline is stored on the current product record.
  • Pricing details are not explicitly linked in the current allowed evidence set.
  • Recent changelog or release history is not explicitly linked in the current allowed evidence set.
  • Release cadence cannot be confirmed unless a changelog or release link is explicitly provided.

Evidence Snapshots

Agent-evals – Claude skill to build your own evals

Listed on Hacker News as "Agent-evals – Claude skill to build your own evals".

Agent-evals – Claude skill to build your own evals GitHub repository

GitHub repository is linked as fsilavong/agent-eval.

Agent-evals – Claude skill to build your own evals official profile

Primary public product URL is https://github.com/fsilavong/agent-eval.

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Original Sources

Hacker News