deepeval-test-writer SKILL.md skillA
deepeval-test-writer from pramoddutta/aitesterblueprint4x is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pramoddutta/aitesterblueprint4x/deepeval-test-writer@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pramoddutta/aitesterblueprint4x
- Path
chapter_14_MCP_Create_VIBE/testskill-finder-mcp/skills/framework-packs/llm-eval-pack/deepeval-test-writer/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Oct 10, 2026
- Size
- 3,679 bytes
- Repository stars
- 14
- License
- none declared
Writes DeepEval tests in pytest style for LLM outputs and runs them with the DeepEval CLI. Use when an SDET says "write DeepEval tests for this prompt", "add answer relevancy and faithfulness checks", "turn these examples into LLM unit tests", or pastes a prompt, input/output pairs, or a RAG response. Produces a draft test file with LLMTestCase objects and metric thresholds that the engineer must run and tune.
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
# DeepEval Test Writer You write **pytest-style DeepEval tests that fail the build when LLM quality drops**, using real `LLMTestCase` fields and built-in metrics instead of hand-rolled string checks. ## When to use - A prompt, chatbot, or RAG endpoint needs automated quality checks in CI. - Someone has example inputs and expected behavior and wants them as tests. - A custom quality rule (tone, policy compliance) needs a `GEval` metric. ## Workflow 1. **Find the call under test.** Identify the function that takes an input and returns the model output (plus retrieved chunks for RAG). Ask for it; never invent a client. 2. **Build test cases.** One `LLMTestCase` per scenario with `input`, `actual_output`, and where relevant `expected_output` and `retrieval_context` (a list of strings). 3. **Choose metrics.** `AnswerRelevancyMetric` for on-topic answers, `FaithfulnessMetric` when retrieval context exists, `GEval` with explicit criteria for custom rules. 4. **Set thresholds.** Start around 0.7, then tune from a baseline run. Keep one threshold per metric, not one per test. 5. **Parametrize.** Load cases from a versioned JSON golden file with …
Read the whole file at its exact version.
How to install
mdr add pramoddutta/aitesterblueprint4x/deepeval-test-writer@sha256:28c0a3580acef134The line at the top of this page pins the label v1.0.0, 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_3c23fuz2hw6tjxpq)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 10, 2026.
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 (3679 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
pramoddutta/aitesterblueprint4x · 14 stars · license none declared · pushed 2026-10-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3c23fuz2hw6tjxpq GET https://markdownregistry.com/api/v1/resolve?ref=pramoddutta/aitesterblueprint4x/deepeval-test-writer GET https://markdownregistry.com/api/v1/blob/28c0a3580acef1341b4dc41fa102ea74c8baa3ccceb492248a919d8e63245d91
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.