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budget-optimizer

Use when the user asks to "allocate my influencer budget", "optimize spend across tiers", or "compare budget scenarios"; produces a tier/platform/content allocation table, ROI and CPM/CPE projections, scenario comparisons, and mid-campaign reallocation moves. Not for building the full campaign plan — use campaign-planner. 达人预算分配/投放预算优化

71

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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.

Well-structured skill body with a clear multi-step workflow, explicit validation/evidence checkpoints, and good progressive disclosure to a single reference file. Actionability is strong but depends on the bundled templates for the executable scaffolding.

DimensionReasoningScore

Conciseness

Efficient body that avoids explaining basic concepts Claude knows; every section earns its place, though the Cross-discipline and Data Sources sections are dense and could be marginally tightened.

4 / 5

Actionability

Provides concrete formulas (ROAS x:1, ROI), evidence-label rules, and a worked example with explicit status, but leans on references/templates.md for the executable fill-in templates rather than inlining them.

4 / 5

Workflow Clarity

Seven numbered steps are clearly sequenced with explicit validation checkpoints ('NEEDS_INPUT', evidence labels, the four-part 'Done when' criteria), and the mid-campaign step includes a feedback rule requiring observed results plus a readback window.

5 / 5

Progressive Disclosure

Clear overview pointing one level deep to references/templates.md (a real bundle file) with per-step section anchors, plus a Sibling skills and Next Best Skill navigation block; content is appropriately split.

5 / 5

Total

18

/

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 that clearly states both capability and trigger conditions with concrete user phrases, and disambiguates from a sibling skill. Minor additional synonyms would round out the trigger coverage.

DimensionReasoningScore

Specificity

Lists multiple concrete actions ('tier/platform/content allocation table', 'ROI and CPM/CPE projections', 'scenario comparisons', 'mid-campaign reallocation moves'), giving comprehensive coverage of the skill's outputs.

5 / 5

Completeness

Explicitly answers both what it produces and when to use it via concrete 'Use when the user asks to...' trigger phrases, plus a negative boundary clause.

5 / 5

Trigger Term Quality

Includes natural trigger phrases users would say ('allocate my influencer budget', 'optimize spend across tiers', 'compare budget scenarios') with good keyword coverage, though a few common synonyms are absent.

4 / 5

Distinctiveness Conflict Risk

Clear niche (influencer budget allocation) with distinct triggers and an explicit disambiguation ('Not for building the full campaign plan — use campaign-planner') minimizing conflict risk.

5 / 5

Total

19

/

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.

Validation13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

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

Warning

relative_links

Relative link issues: 17 suspicious

Warning

Total

13

/

16

Passed

Repository
aaron-he-zhu/aaron-marketing-skills
Reviewed

Table of Contents

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