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weekly-report

Structure and data sources for the weekly inventory report. Load this when the task is "weekly report", "Monday report", or "summarize inventory status".

85

1.03x
Quality

82%

Does it follow best practices?

Impact

87%

1.03x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

86%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 tight, well-structured skill body that gives concrete paths, formulas, and a report template while assuming Claude's competence. Its only real gap is the absence of an executable example script for a skill whose core instruction is to write one.

Suggestions

Add a short copy-paste Python skeleton (load the three CSVs with pandas, compute days_cover, print the markdown sections) to close the actionability gap.

Include one lightweight verification step, e.g. assert the script's printed sections are non-empty or that joined SKU counts match, to add a validation checkpoint.

DimensionReasoningScore

Conciseness

Lean and efficient with no padding or explanation of concepts Claude already knows; every section (template, cadence table, aging-PO rule, data sources, code-note) earns its place and assumes Claude's competence.

5 / 5

Actionability

Concrete guidance throughout — exact file paths, the days-of-cover formula, the aging comparison (elapsed > lead_time), and a full markdown template — but no copy-paste example script, leaving a minor gap for a code-execution skill.

4 / 5

Workflow Clarity

Clear single-script workflow (load CSVs once, compute everything, print markdown) with an explicit anti-pattern to avoid (per-SKU tool calls); no validation checkpoint is given, but the operation is a non-destructive read-only report so the batch-validation cap is not the best fit, landing just above the midpoint.

4 / 5

Progressive Disclosure

A short, single-purpose skill with no external references needed and well-organized section headers (Structure, Operating cadence, Aging-PO check, Data sources, Do this in code), matching the under-50-lines simple-skill exception for a top score.

5 / 5

Total

18

/

20

Passed

Description

78%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 description that clearly states the skill's purpose and gives explicit, natural-language load triggers with a useful synonym. It is slightly abstract about capabilities and one trigger phrase is broad enough to risk overlap with related inventory skills.

Suggestions

Replace the abstract 'Structure and data sources' framing with concrete verbs, e.g. 'Generate the weekly inventory report from stock_levels, products, and sales CSVs'.

Tighten the 'summarize inventory status' trigger to a weekly-scoped phrasing (e.g. 'summarize this week's inventory status') to reduce overlap with general inventory skills.

DimensionReasoningScore

Specificity

Names the domain ('weekly inventory report') and two concrete deliverables ('Structure and data sources'), but describes what the skill contains rather than enumerating multiple concrete actions, so it stops at the 1-2-actions anchor rather than reaching comprehensive coverage.

3 / 5

Completeness

Explicitly answers both what ('Structure and data sources for the weekly inventory report') and when ('Load this when the task is...') with concrete trigger phrases, matching the top anchor.

5 / 5

Trigger Term Quality

Includes natural phrases users would say ('weekly report', 'Monday report', 'summarize inventory status') with a synonym pair, but a few natural variations (e.g. 'inventory report' alone, 'stock report') are missing, keeping it just below comprehensive.

4 / 5

Distinctiveness Conflict Risk

The weekly/Monday report framing carves a clear niche, but 'summarize inventory status' is generic enough to overlap with a general inventory-summary skill, so minor overlap risk remains.

4 / 5

Total

16

/

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
anthropics/cwc-workshops
Reviewed

Table of Contents

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