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aps-doc-golden

Expert documentation generation for golden layers. Detects SCD types, documents business rules, metric definitions, aggregation logic, and data quality scoring. Use when documenting golden layer tables.

65

Quality

78%

Does it follow best practices?

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SecuritybySnyk

High

Do not use without reviewing

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tessl review fix ./aps-doc-skills/golden/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

63%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.

A detailed, actionable documentation template with a solid mandatory-access gate and validation philosophy, but it is long and monolithic: three large templates are inlined and the summary restates earlier notes. Splitting templates into reference files and trimming redundancy would materially improve it.

Suggestions

Move the three page-type templates (parent page, attribute child page, behaviors child page) into separate files under references/ (e.g. templates/parent-page.md, templates/attribute-child.md) and link to them from SKILL.md to fix the inlined-content progressive-disclosure gap.

Delete or merge the final "Summary" section into the "Template Usage Notes" section to remove the verbatim restatement and tighten conciseness.

Add one fully worked attribute example (a real completed entry with a sample COALESCE SQL block and line number) so the template is copy-paste ready rather than placeholder-only, raising actionability toward 5.

DimensionReasoningScore

Conciseness

The three template blocks are largely purposeful, but the closing "Summary" restates the "Template Usage Notes" and the body runs ~380 lines with redundant scaffolding that could be tightened, fitting the mostly-efficient-but-could-trim anchor.

3 / 5

Actionability

Exact template fields (Location, Data Type, Priority, Implementation SQL block, Source, Status), a verbatim codebase-access gate message, and concrete file targets (.dig/.sql/.yml via Glob) give mostly executable guidance; the gap is no fully worked example and an underspecified "dynamically discover" mechanism.

4 / 5

Workflow Clarity

The mandatory pre-flight gate sequences ask-for-path → Glob-verify → STOP-if-unreadable with an explicit checkpoint, and the "Documentation MUST contain" list acts as a checklist; the generation sequence itself is template-implied rather than an explicit numbered flow with a post-generation verification step.

4 / 5

Progressive Disclosure

No bundle files exist and the three full page templates (~300 lines) that clearly belong in separate reference files are inlined into SKILL.md, though section headers provide reasonable structure — matching the has-structure-but-inlined-content anchor.

3 / 5

Total

14

/

20

Passed

Description

92%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, specific description with an explicit trigger clause and concrete enumerated capabilities scoped to a clear niche. The only gap is trigger-term breadth — no synonyms or file extensions accompany the core "golden layer tables" phrase.

DimensionReasoningScore

Specificity

"Detects SCD types, documents business rules, metric definitions, aggregation logic, and data quality scoring" lists five concrete, distinct capabilities, matching the comprehensive multi-action anchor rather than the minor-gaps anchor at 4.

5 / 5

Completeness

It clearly states what ("Expert documentation generation for golden layers..." with enumerated capabilities) and gives an explicit "Use when documenting golden layer tables" trigger, satisfying both what and when with concrete phrasing.

5 / 5

Trigger Term Quality

"documenting golden layer tables", "SCD types", "business rules", "metric definitions", "aggregation logic" give good natural domain coverage, but no synonyms (analytics/curated layer) or file extensions are included, falling short of the comprehensive anchor at 5.

4 / 5

Distinctiveness Conflict Risk

The golden-layer + SCD + metric/aggregation niche is a clear, specialized domain with distinct triggers and minimal overlap risk against generic documentation skills.

5 / 5

Total

19

/

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
treasure-data/td-skills
Reviewed

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