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sql-analysis

Answer a quantitative business question by writing a SQL query against the data warehouse, validating it, and presenting the result. Use when the user asks "how many...", "what's the trend of...", "compare X vs Y over...", "what's our top N...", or anything that resolves to a query against tabular data. Produces a small result table plus the underlying query.

76

Quality

93%

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SKILL.md
Quality
Evals
Security

Quality

Content

92%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 content is a tight, well-structured SOP with explicit validation and feedback loops and no padding. Its single weakness is the absence of a worked example query, which would lift actionability from 4 to 5.

Suggestions

Add one short worked example query (a few lines of SQL in a fenced block) applying the stated conventions, to make the guidance copy-paste ready and raise actionability.

Optionally show the expected output of the worked example in the report template format so the validate-and-report loop is illustrated end-to-end.

DimensionReasoningScore

Conciseness

The body is lean and assumes competence — it never explains what SQL, CTEs, or WHERE clauses are, and each line (conventions, validation checks, report template) earns its place, matching anchor 5.

5 / 5

Actionability

Concrete, specific guidance throughout (explicit-column-list rule, CTE preference, exact report template, concrete validation checks), but it stops short of a copy-paste-ready worked SQL example, which keeps it at anchor 4 rather than 5.

4 / 5

Workflow Clarity

A clear five-step sequence with an explicit validation step (row count, NULLs, numeric sanity check) and a feedback loop ('If anything looks off, do not report the number — fix the query first'), matching anchor 5 for batch/database operations.

5 / 5

Progressive Disclosure

Self-contained skill with well-organized sections (Steps, Anti-patterns, When to delegate) and no inlined bulk content that belongs in separate files; no bundle files exist, so the lean single-file structure is appropriate per the simple-skills note.

5 / 5

Total

19

/

20

Passed

Description

95%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.

The description is well-crafted: it states concrete capabilities, gives highly natural trigger phrases, and cleanly separates 'what' from 'when' in third person. Its only mild gap is action breadth, which keeps specificity at 4 rather than 5.

DimensionReasoningScore

Specificity

Lists several concrete actions ('writing a SQL query', 'validating it', 'presenting the result', 'Produces a small result table plus the underlying query'), matching anchor 4; not quite anchor 5 because the action list is narrow rather than a broad catalogue of capabilities.

4 / 5

Completeness

Explicitly answers both 'what' ('Answer a quantitative business question by writing a SQL query... validating... presenting the result') and 'when' ('Use when the user asks...') with concrete trigger phrases, matching anchor 5 exactly.

5 / 5

Trigger Term Quality

Provides literal natural phrases users say ('how many...', 'what's the trend of...', 'compare X vs Y over...', 'what's our top N...') plus the 'tabular data' synonym, giving comprehensive trigger coverage; file extensions are not applicable to this skill.

5 / 5

Distinctiveness Conflict Risk

Targets a clear niche ('quantitative business question', 'SQL query against the data warehouse', 'query against tabular data') with distinctive triggers, yielding minimal overlap risk with other 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
agentscope-ai/agentscope-java
Reviewed

Table of Contents

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