agent-evaluation SKILL.md skillB
agent-evaluation from fabioc-aloha/alex_skill_mall is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fabioc-aloha/alex_skill_mall/agent-evaluation@git:20260728.80a7ab6Pins git:20260728.80a7ab6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fabioc-aloha/alex_skill_mall
- Path
plugins/ai-agents/agent-evaluation/skills/agent-evaluation/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260728.80a7ab6, committed Jul 28, 2026
- Size
- 36,901 bytes
- Repository stars
- 5
- License
- MIT
Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Agent Evaluation Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks ## Capabilities - agent-testing - benchmark-design - capability-assessment - reliability-metrics - regression-testing ## Prerequisites - Knowledge: Testing methodologies, Statistical analysis basics, LLM behavior patterns - Skills_recommended: autonomous-agents, multi-agent-orchestration - Required skills: testing-fundamentals, llm-fundamentals ## Scope - Does_not_cover: Model training evaluation (loss, perplexity), Fairness and bias testing, User experience testing - Boundaries: Focus is agent capability and reliability, Covers functional and behavioral testing ## Ecosystem ### Primary_tools - AgentBench - Multi-environment benchmark for LLM agents (ICLR 2024) - τ-bench (Tau-bench) - Sierra's real-world agent benchmark - ToolEmu - Risky behavior detection for agent tool use - Langsmith - LLM tracing and evaluation platform ### Alternatives - Braintrust - When: Need production monitoring integration LLM evaluation and monitoring …
Read the whole file at its exact version.
How to install
mdr add fabioc-aloha/alex_skill_mall/agent-evaluation@sha256:dd7de1c1b89ecd0aThe line at the top of this page pins the label git:20260728.80a7ab6, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_cor5u2w3jtxpaed6)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 28, 2026.
Audit of the latest version
- fail: No prompt-injection phrasing (matched: Ignore all previous instructions)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (36901 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
fabioc-aloha/alex_skill_mall · 5 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cor5u2w3jtxpaed6 GET https://markdownregistry.com/api/v1/resolve?ref=fabioc-aloha/alex_skill_mall/agent-evaluation GET https://markdownregistry.com/api/v1/blob/dd7de1c1b89ecd0a12f58846de83245e0c697bc36e1ebd5733b141027f659f05
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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