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review-vocabulary

Review and rewrite the prose a branch adds — docstrings, comments, user-facing messages, docs — against dlt's fixed vocabulary and Simplified Technical English. Invoke as /review-vocabulary.

Quality

87%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

88%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.

An exemplary operational skill body: concrete, executable, and project-specific, with a well-gated three-phase workflow and thorough verification loops. The only deductions are minor verbosity in anecdotal passages and a small navigation gap — an orphaned bundle file (simple-english-checklist.md) and inlined noun lists that fit the established reference-file pattern.

Suggestions

Reference references/simple-english-checklist.md from the body (e.g., in the Read-first list or the self-check step) so it is discoverable, or remove it.

Move the two legal-technical-noun lists into a vocabulary reference file and link them, matching the pattern the groups establish.

Trim the war-story in the trap section to the rule it evidences (grep misses some; run the suites) to save tokens.

DimensionReasoningScore

Conciseness

The body is dense and project-specific throughout — classification tables, word limits, and exact file paths with almost no explanation of concepts Claude already knows. Minor trimmable padding exists: the anecdote in the trap section ("One pass found them in two rounds. A grep found five...") and a few justification asides ("Consequences worth knowing") keep it at the 4 anchor rather than 5.

4 / 5

Actionability

Fully executable guidance: exact diff command ("git diff <base>" with the explicit anti-pattern), a runnable AST-comparison snippet, concrete grep patterns ("match=", "in str(exc", "in str(reject"), make targets, line-length and word-count limits, and a per-group file map. Copy-paste-ready with specific examples covering the common cases, matching the 5 anchor.

5 / 5

Workflow Clarity

A clear three-phase workflow (Audit → Apply → Verify) with an explicit hard checkpoint ("Stop. Wait for approval."), a two-phase apply split with rationale, and five concrete verification steps including feedback loops ("Explain every file that appears", "Run the suites anyway. The grep is a head start, not the check"). This matches the 5 anchor's explicit validation steps and error-recovery loops; batch-edit operations with real verification cannot score higher.

5 / 5

Progressive Disclosure

Structure is excellent: the 53 STE rules, use cases, and all nine vocabulary groups plus adding-terms live one level deep in references/ and every referenced file exists, with a table indexing exactly when to read each group. Two minor gaps keep it at 4: references/simple-english-checklist.md exists in the bundle but is never referenced from the body, and the cross-group legal-noun lists are inlined in SKILL.md where the pattern established elsewhere would put them in a reference file.

4 / 5

Total

18

/

20

Passed

Description

83%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.

A strong, concrete description that names its actions, artifacts, and standards, and is tightly scoped to dlt's vocabulary review. The 'when' is conveyed as an invocation instruction rather than explicit trigger phrases, and a few natural synonyms (e.g., "error messages") would improve trigger quality.

Suggestions

Add explicit trigger phrasing, e.g. "Use when a maintainer asks to review or rewrite branch prose against dlt's vocabulary" — this would lift completeness from 4 to 5.

Include a couple of natural synonyms users would say, such as "error messages" and "naming", to round out trigger-term coverage.

DimensionReasoningScore

Specificity

"Review and rewrite the prose a branch adds" names two concrete actions, enumerates the concrete artifacts ("docstrings, comments, user-facing messages, docs"), and names the two governing standards ("dlt's fixed vocabulary and Simplified Technical English") — comprehensive and concrete, matching the 5 anchor's multiple specific actions with full coverage. It does not fall to 4 because there are no minor gaps in the artifact enumeration.

5 / 5

Completeness

The 'what' is explicit and concrete; the 'when' is present as "Invoke as /review-vocabulary", which is explicit invocation guidance but not a trigger-phrase-style 'Use when...' clause, so it matches the 4 anchor ('when' could be more explicit). Not 3, because the rubric's cap applies to a missing or only weakly implied 'when' — here the invocation condition is stated, and the skill is maintainer-invoked by design.

4 / 5

Trigger Term Quality

Good natural-term coverage: "docstrings", "comments", "user-facing messages", "docs", "prose", "branch", "vocabulary" are phrases a maintainer would actually say. It misses a few common synonyms such as "error messages", "documentation", or "naming" that would round out coverage, so it sits at the 4 anchor rather than 5.

4 / 5

Distinctiveness Conflict Risk

"dlt's fixed vocabulary and Simplified Technical English" ties the skill to one project's house style, and "the prose a branch adds" scopes it to a diff review — a clear niche with distinct triggers and minimal conflict risk with generic review or docs skills.

5 / 5

Total

18

/

20

Passed

Validation

81%

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

Validation — 13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

relative_links

Relative link issues: 9 deeper-than-1-level

Warning

referenced_paths_exist

Referenced path issues: 10 deeper-than-1-level

Warning

Total

13

/

16

Passed

Repository

dlt-hub/dlt

Path

.claude/skills/review-vocabulary/SKILL.md

Reviewed

Table of Contents

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