linkedin-scraper

Get LinkedIn profiles, company pages, and posts

Quality

78%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

Securityby

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./skills/social/capabilities/linkedin-scraper/SKILL.md

Quality

Content

85%

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

The content is highly actionable and well-structured for a simple API-scraping skill, with the main weakness being redundancy from a duplicated Examples section and repeated full-URL reminders.

Dimension	Reasoning	Score
Conciseness	The body is mostly lean with concrete commands, but the 'Examples' section duplicates the 'Usage' curl commands verbatim and the full-URL reminder is repeated in 'How It Works', 'Parameters', and 'Tips', so it could be tightened.	2 / 3
Actionability	It provides fully executable curl commands with real example URLs (satyanadella, anthropic) and explicit parameter documentation, making the guidance copy-paste ready.	3 / 3
Workflow Clarity	This is a simple single-action skill (authenticate then POST to one endpoint); the action is unambiguous and no destructive or batch validation checkpoints are required, so it qualifies for the simple-skill carve-out.	3 / 3
Progressive Disclosure	The skill is self-contained with well-organized sections (Setup, Usage, Parameters, Response, Error Handling, Tips) and no nested external references, giving clean navigation.	3 / 3
	Total	11 / 12 Passed

Description

72%

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 concrete and well-targeted to a distinct niche, but it omits any explicit 'Use when' trigger guidance and leans on a single action verb, which limits completeness and specificity.

Suggestions

Add an explicit 'Use when...' clause, e.g. 'Use when the user asks to look up a LinkedIn profile, company page, or post.'

Vary the action verbs to show distinct capabilities, e.g. 'Fetch LinkedIn profiles, company pages, and posts' or 'Look up and scrape LinkedIn profiles, company pages, and posts.'

Dimension	Reasoning	Score
Specificity	The phrase 'Get LinkedIn profiles, company pages, and posts' names the domain and three concrete targets, but relies on a single action verb ('Get') rather than enumerating multiple distinct actions, matching the 'Names domain and some actions, but not comprehensive' anchor.	2 / 3
Completeness	It clearly states what the skill does but provides no 'Use when...' clause or equivalent trigger guidance, so per the rubric guideline completeness is capped at 2.	2 / 3
Trigger Term Quality	'LinkedIn profiles, company pages, and posts' are exactly the natural terms a user would say when requesting this skill, giving good coverage without jargon.	3 / 3
Distinctiveness Conflict Risk	The LinkedIn-scraping niche is specific and distinct, making it unlikely to trigger for unrelated skills.	3 / 3
	Total	10 / 12 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: gooseworks-ai/goose-skills
Path: skills/social/capabilities/linkedin-scraper/SKILL.md
Commit: 8866b2a

Reviewed: 1 day ago

Table of Contents

Discovery Implementation Validation

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.