apify-influencer-discovery

Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok.

2.41x

Quality

75%

Does it follow best practices?

Impact

94%

2.41x

Average score across 3 eval scenarios

Securityby

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./skills/apify-influencer-discovery/SKILL.md

Quality

Content

68%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 body is well-structured and actionable with concrete commands and a useful Actor reference table, but it lacks a validation/verification checkpoint in its batch-extraction workflow, capping workflow clarity. Conciseness and progressive disclosure are solid but not maximal.

Suggestions

Add a validation step in the workflow (e.g., after Step 4: verify the output file's record count and key fields before summarizing, re-run if incomplete) to satisfy the batch-operation feedback-loop requirement.

Trim redundant text such as the intro line that repeats the description and the '(No need to check it upfront)' note.

Confirm the referenced run_actor.js is bundled (it is not present under ./scripts/ or ./references/) or inline its key usage so the skill is self-contained.

Dimension	Reasoning	Score
Conciseness	Mostly efficient with concrete tables and code, but the intro line duplicates the description and '(No need to check it upfront)' / 'Based on character of use case' are minor trim candidates that keep it just below a 5.	4 / 5
Actionability	Provides concrete, mostly executable commands (mcpc tools-call, node --env-file run_actor.js with --actor/--input/--output/--format flags) and a specific Actor-ID table; minor gaps are the ACTOR_ID/JSON_INPUT placeholders the user must fill.	4 / 5
Workflow Clarity	A clear 5-step sequence with a tracking checklist is present, but scraping many influencer records is a batch operation with no validation/verification checkpoint, which caps workflow clarity at 3 per the rubric.	3 / 5
Progressive Disclosure	Well-organized into clear sections (When to Use, Prerequisites, Workflow, Error Handling, Limitations) with a clearly signaled script path; no bundle files are provided, and the inline Actor table is a minor organization gap that keeps it at 4 rather than 5.	4 / 5
	Total	15 / 20 Passed

Description

82%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 specific, trigger-rich, and clearly distinctive, but it omits any explicit 'when to use' guidance, which the rubric caps at completeness 3. Adding a 'Use when...' clause would lift the overall score.

Suggestions

Append an explicit trigger clause such as 'Use when the user needs to find or vet influencers for brand partnerships, campaign outreach, or authenticity checks across social platforms.'

Optionally add natural synonyms like 'creators' alongside 'influencers' to broaden trigger coverage.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete actions — 'Find and evaluate influencers', 'verify authenticity', 'track collaboration performance' — plus four named platforms, giving comprehensive coverage of capabilities.	5 / 5
Completeness	The 'what' is clear and concrete, but there is no 'Use when...' clause or equivalent explicit trigger guidance, which caps completeness at 3 per the rubric guideline.	3 / 5
Trigger Term Quality	Natural user terms are well covered: 'influencers', 'brand partnerships', 'authenticity', 'collaboration', and the platform names Instagram/Facebook/YouTube/TikTok are exactly what a user would say when needing this skill.	5 / 5
Distinctiveness Conflict Risk	A clear niche — influencer discovery and authenticity verification for brand partnerships across specific social platforms — with distinct triggers and minimal overlap with other skills.	5 / 5
	Total	18 / 20 Passed

Validation

93%

Warnings & errors only

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

Validation — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	15 / 16 Passed

Repository: sickn33/agentic-awesome-skills
Path: skills/apify-influencer-discovery/SKILL.md
Commit: b1aebac

Reviewed: ~19 hours ago

Table of Contents

Discovery Implementation Validation

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