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data-driven-testing

DEPRECATED: Use testing-best-practices instead. This skill has been retired.

1.30x
Quality

62%

Does it follow best practices?

Impact

99%

1.30x

Average score across 3 eval scenarios

SecuritybySnyk

—

The risk profile of this skill

Fix and improve this skill with Tessl

tessl review fix ./data/skills-md/0xbigboss/claude-code/data-driven-testing/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

85%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is a well-executed deprecation notice: lean, unambiguous, and immediately actionable, directing all former use cases to testing-best-practices. Its only real weakness is that the "What changed" bullet list is optional migration history that adds tokens without changing what Claude should do next.

DimensionReasoningScore

Conciseness

The body is ~20 lines with zero concept explanations or padding, and the redirect ("Use `testing-best-practices` for all test design, test case generation, and test strategy work") earns its tokens. The 7-bullet "What changed" migration history is context Claude does not need once redirected, so it could be trimmed — anchor 4 rather than 5.

4 / 5

Actionability

The core instruction is concrete, unambiguous, and scope-explicit: "Use `testing-best-practices` for all test design, test case generation, and test strategy work." Minor gap: the pointer relies on the bare skill name with no path or link to the replacement, keeping it just under the fully copy-paste-ready anchor 5.

4 / 5

Workflow Clarity

This is a single-action skill (redirect to the replacement) and that action is unambiguous, stated twice, and scoped to the full former domain. Per the simple-skill rule, a single unambiguous action warrants 5; no validation checkpoints are needed since nothing destructive is performed.

5 / 5

Progressive Disclosure

At ~20 lines with no bundle files (no references/, scripts/, or assets/ exist) and no need for external detail, the content is appropriately self-contained in one well-organized file with clear sections ("## Deprecated", "### What changed"). Per the short-skill rule this warrants 5.

5 / 5

Total

18

/

20

Passed

Description

21%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is a deprecation-stub description whose sole job is to redirect to testing-best-practices, which it does clearly and without ambiguity. Judged against the rubric on its face, however, it contains no natural trigger terms, no capability description, and no use-when guidance, so a user searching for this skill's former domain has little to route on beyond the replacement skill's name.

Suggestions

Add natural trigger terms for the skill's former domain (e.g., "data-driven testing", "DDT", "test case generation", "test strategy") so users searching those phrases still find and are correctly routed from this entry.

Briefly state what the skill formerly covered (a one-clause "what") so the deprecation notice is self-explanatory without opening the body.

Add explicit "use when" guidance clarifying when to invoke testing-best-practices (e.g., "Use testing-best-practices for all test design, test generation, and test strategy work") directly in the description.

DimensionReasoningScore

Specificity

The description contains one concrete directive ("Use testing-best-practices instead") plus the status statement "This skill has been retired", but names no domain and describes no capabilities. It sits between the entirely-vague anchor 1 and the minimal-actions anchor 2 — the redirect is concrete, but nothing else is.

2 / 5

Completeness

Neither a capability "what" nor a "when" trigger clause is present; the only explicit content is deprecation status and a redirect. Score 2 rather than 1 because the redirect statement is clear and actionable rather than vague; score 3 is ruled out because the "clear what" anchor presumes described capabilities, which are entirely absent.

2 / 5

Trigger Term Quality

There are no natural keywords users would say when needing this skill's domain — "testing-best-practices" is a skill name, not a user phrase, and "skill has been retired" is generic meta-language. This matches anchor 1 (no natural keywords, only technical jargon or generic language).

1 / 5

Distinctiveness Conflict Risk

The description claims no distinct niche — it overlaps entirely with the testing-best-practices territory — but the explicit "Use testing-best-practices instead" deferral makes any triggering conflict benign, since it would route users to the correct skill. Anchored at 3 (somewhat specific but overlapping); not 4 because it establishes no distinctive triggers of its own.

3 / 5

Total

8

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

NeverSight/learn-skills.dev

Path

data/skills-md/0xbigboss/claude-code/data-driven-testing/SKILL.md

Reviewed

Table of Contents

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