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tiktok-influencer-finder

Find TikTok influencers using Apify's Influencer Discovery Agent. Use when the user wants to discover TikTok creators or influencers in any niche.

76

Quality

95%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

100%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is lean, fully actionable with executable commands and a complete CLI reference, and follows a clear four-step workflow with a result-filtering checkpoint and rerun feedback loop. Its single bundle reference is real and one level deep, with no monolithic or nested structure.

DimensionReasoningScore

Conciseness

The body is lean and well-structured (Quick Start, Step 1-4, CLI Reference, Notes) with no padding explaining concepts Claude already knows; every section earns its place, including the genuinely useful Notes on engagement >100% and 1-3 minute runtimes.

3 / 3

Actionability

It provides fully executable, copy-paste-ready commands with concrete flag values throughout Quick Start and Step 2, plus a complete CLI reference table listing every flag with defaults and constraints.

3 / 3

Workflow Clarity

Steps are explicitly sequenced (Gather Criteria, Run Search, Filter Results, Present Results) with a validation checkpoint in Step 3 (removing non-matching profiles, fit < 0.6 exclusion, sort order) and an explicit feedback loop offering to rerun with adjusted criteria. It is not level 2 because batch filtering/verification is present rather than missing.

3 / 3

Progressive Disclosure

Content is well-organized into clear sections with a single one-level-deep reference to the real bundle file scripts/find_influencers.py (matching the paths in the code blocks); there is no nested or multi-level reference chain.

3 / 3

Total

12

/

12

Passed

Description

90%

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 concise, third-person, and clearly answers both what the skill does and when to use it, with natural trigger terms and a distinct TikTok niche. Its only limitation is naming a single action rather than enumerating multiple capabilities.

DimensionReasoningScore

Specificity

It names a concrete action ("Find TikTok influencers") and the specific tool ("Apify's Influencer Discovery Agent"), but only a single action rather than multiple specific capabilities, matching the 'names domain and some actions, but not comprehensive' anchor.

2 / 3

Completeness

It explicitly answers both what ("Find TikTok influencers using Apify's Influencer Discovery Agent") and when ("Use when the user wants to discover TikTok creators or influencers in any niche"), with an explicit trigger clause.

3 / 3

Trigger Term Quality

"Use when the user wants to discover TikTok creators or influencers in any niche" covers natural phrasings a user would actually say (TikTok creators, TikTok influencers, discover). It is not level 2 because it lists more than one common variation rather than a single relevant keyword.

3 / 3

Distinctiveness Conflict Risk

"TikTok influencers" and "TikTok creators" establish a clear, narrow niche with distinct triggers unlikely to fire for unrelated skills.

3 / 3

Total

11

/

12

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
gooseworks-ai/goose-skills
Reviewed

Table of Contents

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