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report-generator

Use when the user asks to "create a campaign report", "build an executive summary", or "deliver client results"; produces audience-tailored influencer marketing reports (executive, client, internal team) with data tables, narrative, key learnings, and recommendations. Not for raw metric computation — use performance-analyzer. 达人营销报告/结案汇报

Quality

82%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

67%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 well-structured, contract-driven skill body with a genuinely useful worked example and correctly externalized templates. Its main weaknesses are repetition of the ref/authorization rules across multiple sections and dense multi-clause steps that bury otherwise clear workflows.

Suggestions

State the opaque-ref / transient-render / distribution-authorization rules once (e.g., in the Skill Contract 'Writes' bullet) and reference that single statement from instructions 5-6 instead of restating it nearly verbatim three times.

Split instruction 6 into sub-steps (return inline → offer WARM save → transient render → distribution gate) so each authorization condition is a discrete, checkable step rather than one dense paragraph.

Add a brief final 'Done when' self-check step at the end of the workflow so the agent validates the finished report against the five completion criteria before returning it.

DimensionReasoningScore

Conciseness

The body never explains concepts Claude already knows and is mostly on-message, but the ref/authorization rules are restated nearly verbatim in three places (the **Writes** bullet, "Done when" item 5, and instruction 6: "exact WARM-save authorization", "never save the mapping", "requires a new exact authorization"), which is tighten-able padding. Not 'noticeably verbose with several unnecessary explanations' since all repetition is project-specific constraint, but clearly below 'efficient'.

3 / 5

Actionability

As an instruction-only skill it gives concrete, executable guidance: a copy-paste Quick Start invocation, a full worked example with a rendered output table and metric-status prose, concrete save paths (`memory/influencer/report-generator/YYYY-MM-DD-<topic>.md`), and explicit NEEDS_INPUT fallback behavior. Minor gap: instructions 5-6 pack heavy conditional logic into dense prose rather than discrete steps, leaving the user to untangle authorization semantics.

4 / 5

Workflow Clarity

The 7 numbered instructions form a clear sequence (determine parameters → pick template → apply guidance → recommendations → preserve Retro Card → return/save → offer next) with explicit validation checkpoints ("If the required computed artifact is absent, return a partial shell plus NEEDS_INPUT", card "absent, mismatched, or stale" checks). Falls short of a 5 because step 6 bundles ~six conditional rules in one step and there is no final output self-check against the 'Done when' list.

4 / 5

Progressive Disclosure

Good structure: templates, visualization recs, and writing guidance are correctly split into the real one-level-deep reference `references/report-templates.md` (verified present and substantive), each reference is listed with a description in 'Reference Materials', and instructions link to it at the right moments. Below a 5 because ~40 lines of Skill Contract prose are inlined that could live in a reference, and many sibling-skill links (e.g. `../../../references/skill-contract.md`, `../../target/campaign-planner/SKILL.md`) are not resolvable within this bundle.

4 / 5

Total

15

/

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 description: concrete capabilities, explicit 'Use when' triggers with natural user phrasing, and a negative boundary that separates it from performance-analyzer. Only minor gap is a few missing natural trigger synonyms.

DimensionReasoningScore

Specificity

The description lists multiple concrete actions and outputs: "produces audience-tailored influencer marketing reports (executive, client, internal team) with data tables, narrative, key learnings, and recommendations" — comprehensive coverage of the skill's deliverables in third-person voice.

5 / 5

Completeness

Explicitly answers both questions with concrete trigger phrases: what ("produces audience-tailored influencer marketing reports... with data tables, narrative, key learnings, and recommendations") and when ("Use when the user asks to 'create a campaign report'..."), plus an explicit exclusion ("Not for raw metric computation — use performance-analyzer").

5 / 5

Trigger Term Quality

Quotes three natural trigger phrases ("create a campaign report", "build an executive summary", "deliver client results") plus domain terms and Chinese keywords (达人营销报告/结案汇报), but misses common variations like "campaign wrap-up", "monthly/quarterly report", or "case report". Not clearly at the 'comprehensive synonyms including file extensions' level, and comfortably above 'a few natural terms missing'.

4 / 5

Distinctiveness Conflict Risk

It carves a clear niche (influencer-marketing stakeholder reports) and actively prevents mis-triggering with the negative scope clause "Not for raw metric computation — use performance-analyzer", giving minimal conflict risk with sibling analysis skills.

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.

Validation — 13 / 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: 20 suspicious

Warning

Total

13

/

16

Passed

Repository

aaron-he-zhu/aaron-marketing-skills

Path

influencer/report/report-generator/SKILL.md

Reviewed

Table of Contents

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