agentic-eval SKILL.md skillA
agentic-eval from marielynneblock/arcanum-artifex is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add marielynneblock/arcanum-artifex/agentic-eval@git:20260624.0a2f9faPins git:20260624.0a2f9fa in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- marielynneblock/arcanum-artifex
- Path
skills/agentic/agentic-eval/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260624.0a2f9fa, committed Jun 24, 2026
- First version recorded
- May 10, 2026
- Size
- 10,924 bytes
- Repository stars
- 4
- License
- none declared
Use when designing and implementing evaluation loops for AI agents, including reflection, evaluator-optimiser patterns, rubric scoring, LLM-as-judge review, test-driven refinement, convergence checks, and iteration logging.
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
# Agentic Evaluation Patterns
Patterns for self-improvement through iterative evaluation and refinement.
## Overview
Evaluation patterns enable agents to assess and improve their own outputs, moving beyond single-shot generation to iterative refinement loops.
```
Generate → Evaluate → Critique → Refine → Output
↑ │
└──────────────────────────────┘
```
## When to Use
- **Quality-critical generation**: Code, reports, analysis requiring high accuracy
- **Tasks with clear evaluation criteria**: Defined success metrics exist
- **Content requiring specific standards**: Style guides, compliance, formatting
- **Iterative improvement workflows**: Drafts, plans, prompts, or code need critique and refinement before delivery
## Do Not Use This Skill For
- Formal compliance claims, certification, or audit sign-off without approved organisational evidence
- Production monitoring design, runtime governance, access control, or policy enforcement
- Broad statistical evaluation methodology, benchmark design, or model selection studies
- Security, privacy, or safety review where evaluation loops are not the central concern
---
## Expected Outputs
…Read the whole file at its exact version.
How to install
mdr add marielynneblock/arcanum-artifex/agentic-eval@sha256:1b41a4e8a4e33ab1The line at the top of this page pins the label git:20260624.0a2f9fa, 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_kvvbfexztdka7gug)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between May 10, 2026 and Jun 24, 2026, about one every 15 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260624.0a2f9fa latest | 2026-06-24 | 0a2f9fa | 10,924 B | A | view · diff |
| git:20260520.f6c6e91 | 2026-05-20 | f6c6e91 | 8,848 B | A | view · diff |
| git:20260515.b861afb | 2026-05-15 | b861afb | 5,525 B | B | view · diff |
| git:20260510.f26bcec | 2026-05-10 | f26bcec | 5,940 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10924 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 prompt-injection phrasing
- 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
Source
marielynneblock/arcanum-artifex · 4 stars · license none declared · pushed 2026-09-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kvvbfexztdka7gug GET https://markdownregistry.com/api/v1/resolve?ref=marielynneblock/arcanum-artifex/agentic-eval GET https://markdownregistry.com/api/v1/blob/1b41a4e8a4e33ab1220495db4f480d7771840f3de75ee411faba116a7853ab34
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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