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social-media-scraping-scrapecreators

Compatibility alias for the original ScrapeCreators social scraping skill. Use scrapecreators-api for current endpoint guidance and the task-specific Brand Growth research skills for finished analysis.

55

Quality

63%

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./skills/social/capabilities/social-media-scraping-scrapecreators/SKILL.md
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.

The body is a well-structured, concise redirect for a deprecated alias: it efficiently points Claude to the current API skill and the right task-specific workflow, with a useful guard against stopping at raw API output. Its main limitation is that it is navigational rather than executable guidance, which is appropriate for an alias but caps actionability below 5.

DimensionReasoningScore

Conciseness

The ~18-line body is lean and assumes Claude's competence: it states the alias exists so installations don't break, then gives a numbered redirect list with no concept-padding, matching 'Lean and efficient; every token earns its place'.

5 / 5

Actionability

It names concrete substitute skills by slug and lists exactly which task workflows to use for deliverables, which is actionable navigation; it stops short of copy-paste-ready commands, but for a redirect/alias skill that specificity is appropriate, sitting just below fully executable.

4 / 5

Workflow Clarity

A clear two-step sequence (use scrapecreators-api for guidance, then a task-specific workflow for the deliverable) with an explicit guard ('Do not stop at a raw API response when the user asked for research'), though it lacks a formal validation checkpoint; the simple-skill exception supports a high score for this single-purpose redirect.

4 / 5

Progressive Disclosure

Structure is clean with a heading, a short rationale, and a well-organized redirect list pointing one level deep to named sibling skills; no bundle files exist to verify, but the references are clearly signaled and easy to navigate, with only minor gaps in explicit section framing.

4 / 5

Total

17

/

20

Passed

Description

41%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 honest about being a compatibility alias and correctly redirects to current skills, but it offers no concrete capabilities or explicit 'Use when...' trigger guidance, and its deprecated-alias nature creates substantial conflict risk with sibling skills.

Suggestions

Add an explicit 'Use when...' trigger clause stating when Claude should select this alias versus the current 'scrapecreators-api' skill (e.g., legacy installations referencing the old slug).

Name the concrete actions the original skill performed (e.g. 'scrape creator profiles and social posts') before redirecting, so the 'what' is not purely a pointer.

Include natural user-facing synonyms beyond 'social scraping' (e.g. 'creators', 'influencer profiles', 'social posts') to improve trigger-term coverage.

DimensionReasoningScore

Specificity

Names the domain (ScrapeCreators social scraping) but describes no concrete scraping actions—only redirects to other skills ('Use scrapecreators-api for...endpoint guidance and...research skills for finished analysis'), matching 'Names the domain but actions are minimal or generic'.

2 / 5

Completeness

The 'what' is stated (compatibility alias for the scraping skill) but there is no explicit 'Use when...' trigger clause for when Claude should select this skill; the guideline caps completeness at 3 for a missing 'when'.

3 / 5

Trigger Term Quality

Includes relevant terms like 'social scraping', 'social-media', and 'ScrapeCreators' but lacks the natural variations/synonyms a user would say (e.g. 'scrape Instagram', 'social profiles', 'creators'), so it sits at 'Some relevant keywords but missing common variations'.

3 / 5

Distinctiveness Conflict Risk

It is a deprecated alias that explicitly overlaps with and points to 'scrapecreators-api' plus eight sibling research skills, creating very high overlap/conflict risk with closely related skills in the same namespace.

2 / 5

Total

10

/

20

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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