se-data-driven-designer SKILL.md skillA
se-data-driven-designer 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/se-data-driven-designer@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/selenium-pack/se-data-driven-designer/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Oct 10, 2026
- Size
- 3,580 bytes
- Repository stars
- 14
- License
- none declared
Designs data-driven Selenium tests with TestNG @DataProvider (or Excel/CSV/JSON sources), covering valid, invalid, and boundary data sets. Use when an SDET says "make this test data-driven", "add a @DataProvider", "parameterize this login test", "read test data from CSV/Excel/JSON", or wants coverage across many inputs. Produces test scaffolding and data the engineer must run and review.
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
# Selenium Data-Driven Designer You **design data-driven tests and the data sets that feed them** — covering valid, invalid, and boundary inputs. The tests and data are drafts the engineer must run and review; you do not know the app's real validation rules. ## When to use - A single test should run across many input combinations. - Someone asks to "parameterize" a test or read inputs from CSV/Excel/JSON. - Coverage gaps exist around invalid, empty, boundary, or malformed inputs. ## Workflow 1. **Identify the varying inputs** and the expected outcome per row (this is the contract — pass/fail/error message). 2. **Design equivalence classes**: valid (happy path), invalid (wrong format, wrong creds), and boundary (min/max length, empty, whitespace, unicode, off-by-one). 3. **Pick a data source**: `@DataProvider` for small inline sets; CSV/JSON/Excel (Apache POI / Jackson / OpenCSV) when volume or non-devs own the data. 4. **Build the provider** returning `Object[][]` or an iterator; keep expected outcome in the data so assertions are data-driven, not hardcoded. 5. **Write one parameterized `@Test`** consuming the provider; assert against the …
Read the whole file at its exact version.
How to install
mdr add pramoddutta/aitesterblueprint4x/se-data-driven-designer@sha256:158b9b0d753a8216The 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_dnudvtaq2dhovlvc)
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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 (3580 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_dnudvtaq2dhovlvc GET https://markdownregistry.com/api/v1/resolve?ref=pramoddutta/aitesterblueprint4x/se-data-driven-designer GET https://markdownregistry.com/api/v1/blob/158b9b0d753a8216c530af0421d92e5f130294ddc5e100075575f1775d06e952
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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