Skill profile

llm-eval-harness

Tests/benchmarks a third-party LLM endpoint (OpenAI- or Anthropic-compatible): availability.

What this skill does for you

Tests/benchmarks a third-party LLM endpoint (OpenAI- or Anthropic-compatible): availability, fidelity, speed, concurrency, protocol compliance, quality regression. Use before hand-rolling a curl loop, when onboarding a provider, or debugging "system prompt 不生效" / a tok/s claim : 测评/压测一个模型或渠道. Not for TTS/voice-clone supplier eval (use the audio skill).

Quoted from the skill description in the pinned source

Who made it

Publisherdaymade

Repositoryclaude-code-skills

Installs305as of Sep 27, 2026

Use it with Edge

Set up Edge for me: read getedge.cc/SKILL.md and follow it. Then use Edge to load the llm-eval-harness skill from daymade/claude-code-skills.

Paste it into Claude, ChatGPT, Codex or Cursor.

Or read the skill source first.

Security evidence

Security state at 2026-09-30: reviewed. State definitions. This records static evidence for this revision; live load eligibility is checked again.

3 static scans, 0 counted findings. The listed scanners recorded the results shown for this package revision.

Scanner	Date	Result
Edge static checks	2026-09-27	Pass
Cisco skill-scanner	2026-09-27	Pass
Semgrep Edge rules	2026-09-27	Pass

Static scans check the code, not how well the skill works.

Scanner scope, raw findings and mirrored provider records

Edge static checks (Edge-run): edge-static/1.0.1. Scope: Static patterns for remote execution, credentials with network sends, obfuscation, prompt overrides, hidden Unicode, binaries and persistence. Revision: f4f21903f4745623c8541497a36fcfef8418af76. Raw findings: 2. Counted findings: .

Cisco skill-scanner (Edge-run): cisco-skill-scanner/2.1.0. Scope: Local static, YARA, pipeline and behavioral analyzers; no LLM or AI Defense analysis. Revision: f4f21903f4745623c8541497a36fcfef8418af76. Raw findings: 8. Counted findings: .

Semgrep Edge rules (Edge-run): semgrep/1.178.0+edge-rules.c15016a36fd3+offline-v1. Scope: Six Edge-authored static rules with Semgrep CE; offline execution and metrics disabled. Semgrep-maintained rules excluded. Revision: f4f21903f4745623c8541497a36fcfef8418af76. Raw findings: . Counted findings: .

Source and licence

Repository: https://github.com/daymade/claude-code-skills
Pinned skill file: View source at revision
Revision: f4f21903f4745623c8541497a36fcfef8418af76
Package hash: sha256:31ce64388c9134ac29fa07c065244935861233a310fbbe7278c0cb4a881e000c
Licence: MIT