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google-social-media-finder

Searches Google to discover social media profiles associated with a person, brand, or username; returns platform name, profile URL, username, bio snippet, and follower count across X, Instagram, Facebook, LinkedIn, TikTok, YouTube, Pinterest, Reddit, Snapchat, Threads, and more. Use when user wants to find someone's social media accounts, look up social profiles, discover where a person is active online, find brand social media pages, search social accounts by name, track digital footprint, find influencer profiles, check a company's social presence, locate a public figure's profiles, social media lookup, social media finder, find accounts across platforms, social profile search, online presence discovery, who is this person on social media, what social media does X use, find username across platforms.

70

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

83%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 executable and well-structured: concrete commands, a real referenced script, pagination logic, and explicit success criteria. It is held back only by a slightly over-explained capability-boundary preamble and the absence of an explicit validate/retry checkpoint in the main extraction flow.

Suggestions

Tighten the 'Capability Components' preamble — the copy-paste/operational-boundary rationale can be one sentence instead of a paragraph.

Add an explicit post-extract validation step (e.g. 'if count == 0 or error == true, inspect page for updated .tF2Cxc selectors and retry') to close the feedback loop in the main flow.

DimensionReasoningScore

Conciseness

The body is largely efficient — command templates, a compact output example, and tight sections — though the 'Capability Components' preamble over-explains the copy-paste philosophy Claude could infer, keeping it just short of a 5.

4 / 5

Actionability

Fully executable: concrete navigation URLs, a `wait stable` command, an exact `eval "$(python scripts/extract-social-profiles.py)"` invocation, and a complete JSON output example with field-by-field annotations.

5 / 5

Workflow Clarity

Clear numbered sequence (navigate → wait → extract) with pagination handling and explicit success criteria; the batch guidance includes a 'test before batch' checkpoint and error resumption, but the core single-task flow lacks an explicit post-extract validation/retry loop, so it sits just below 5.

4 / 5

Progressive Disclosure

Well-organized sections with a single real bundle script (scripts/extract-social-profiles.py) referenced inline and correctly invoked; the body stays overview-length rather than inlining the JS, with only minor organization gaps (no explicit pointer to memory-file contents).

4 / 5

Total

17

/

20

Passed

Description

90%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 strong: concrete output fields, enumerated platforms, and a rich set of natural trigger phrases covering both what and when. It is somewhat overlong in its trigger enumeration, which adds slight verbosity but not enough to hurt the core dimensions.

Suggestions

Trim the redundant tail of the trigger-phrase list (e.g. 'social profile search, online presence discovery') to reduce overlap risk and length without losing coverage.

Lead with the core 'Use when...' clause earlier so the trigger guidance is not buried at the end of a long sentence.

DimensionReasoningScore

Specificity

Names the domain and lists several concrete outputs — 'platform name, profile URL, username, bio snippet, and follower count' — plus enumerated platforms, giving multiple specific actions with only minor gaps.

4 / 5

Completeness

Explicitly answers both 'what' (returns platform/URL/username/bio/followers across named platforms) and 'when' via a long 'Use when...' clause with concrete trigger phrases.

5 / 5

Trigger Term Quality

Comprehensive natural trigger phrases including synonyms and variations like 'find someone's social media accounts', 'track digital footprint', 'social media lookup', 'social media finder', and 'what social media does X use'.

5 / 5

Distinctiveness Conflict Risk

Carves a clear Google-based social-media-discovery niche with distinct triggers, though the very long trigger list and overlap with general social-search intents introduce minor conflict risk with related finder skills.

4 / 5

Total

18

/

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

referenced_paths_exist

Referenced path issues: 1 missing

Warning

Total

15

/

16

Passed

Repository
browser-act/skills
Reviewed

Table of Contents

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