testing-llm SKILL.md skillA
testing-llm from yonatangross/orchestkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yonatangross/orchestkit/testing-llm@v2.1.0Pins v2.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yonatangross/orchestkit
- Path
plugins/ork/skills/testing-llm/SKILL.md- Versions recorded
- 12
- Latest version
- v2.1.0, committed Nov 4, 2026
- First version recorded
- Jun 20, 2026
- Size
- 10,187 bytes
- Repository stars
- 299
- License
- MIT
LLM testing patterns: mocked responses, DeepEval and RAGAS evaluation, structured output checks, agentic tests. Use when testing AI features.
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
# LLM & AI Testing Patterns Patterns and tools for testing LLM integrations, evaluating AI output quality, mocking responses for deterministic CI, and applying agentic test workflows (planner, generator, healer). Of that trio only the healer keeps a local reference here; the planner and generator stages belong to the `testing-e2e` skill. ## Quick Reference | Area | File | Purpose | |------|------|---------| | **Rules** | `rules/llm-evaluation.md` | DeepEval quality metrics, Pydantic schema validation, timeout testing | | **Rules** | `rules/llm-mocking.md` | Mock LLM responses, VCR.py recording, custom request matchers | | **Reference** | `references/ork-delta.md` | House rules the vendor docs do not carry: GEval and RAGAS API corrections, threshold direction, cassette path, golden-dataset and latency budgets | | **Reference** | `references/healer-agent.md` | Auto-fixes failing tests (selectors, waits, dynamic content) | | **Reference** | `references/langfuse-v4.md` | Langfuse Python SDK v4 tracing and dataset runs, plus the non-zero throughput assertion | | **Checklist** | `checklists/llm-test-checklist.md` | Complete LLM testing checklist (setup, coverage, CI/CD) | …
Read the whole file at its exact version.
How to install
mdr add yonatangross/orchestkit/testing-llm@sha256:1dfe090a0f3e4fddThe line at the top of this page pins the label v2.1.0, 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_a4dxniw2tl5yhjrv)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 12 versions of this file, between Jun 20, 2026 and Nov 4, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.1.0 latest | 2026-11-04 | 3036b27 | 10,187 B | A | view · diff |
| v2.1.0 | 2026-10-07 | 480e358 | 10,297 B | A | view · diff |
| v2.1.0 | 2026-09-30 | e533cd5 | 10,301 B | A | view · diff |
| v2.1.0 | 2026-09-29 | 105a980 | 10,301 B | A | view · diff |
| v2.1.0 | 2026-09-28 | 220adb4 | 10,319 B | A | view · diff |
| v2.1.0 | 2026-09-20 | 02cb935 | 10,332 B | A | view · diff |
| v2.1.0 | 2026-09-19 | 5239ca1 | 10,332 B | A | view · diff |
| v2.1.0 | 2026-08-29 | 2aed0b0 | 10,194 B | A | view · diff |
| v2.1.0 | 2026-07-31 | 0e6a3a8 | 10,194 B | A | view · diff |
| v2.1.0 | 2026-07-25 | 47b78fb | 7,509 B | A | view · diff |
| v2.1.0 | 2026-07-10 | 10a2d30 | 7,509 B | A | view · diff |
| v2.1.0 | 2026-06-20 | 5700399 | 7,509 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 (10187 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
yonatangross/orchestkit · 299 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_a4dxniw2tl5yhjrv GET https://markdownregistry.com/api/v1/resolve?ref=yonatangross/orchestkit/testing-llm GET https://markdownregistry.com/api/v1/blob/1dfe090a0f3e4fdd30f41d845f283dd43efd57663503607153871f8d5424071e
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.