Social Media Research Skills is a collection of workflows that let AI coding agents research public social-media data across platforms such as TikTok, Instagram, YouTube, Reddit, and LinkedIn. Marketers and researchers use it to find unusually successful posts, mine comments, study competitors, analyze ads, and extract trends into business outputs. The catalogue skills and plugin package these workflows for supported AI agents.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add ScrapeCreators/social-media-research-skills --skill scrapecreators-apigit clone --depth 1 https://github.com/ScrapeCreators/social-media-research-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/scrapecreators/social-media-research-skills/scrapecreators-api)<a href="https://agentmods.dev/skills/scrapecreators/social-media-research-skills/scrapecreators-api"><img src="https://agentmods.dev/badge/skills/scrapecreators/social-media-research-skills/scrapecreators-api/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/scrapecreators/social-media-research-skills/scrapecreators-api"><img src="https://agentmods.dev/badge/skills/scrapecreators/social-media-research-skills/scrapecreators-api.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk warn
- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Data Exfiltration · line 60 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Data Exfiltration · line 68 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00161 | $0.04555 |
| Opus 5.5 | $0.00064 | $0.01822 |
| Sonnet 5.5 | $0.00032 | $0.00911 |
| Haiku 4.5 | $0.00016 | $0.00456 |
Grade A, and why
scrapecreators-api scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s "https://api.scrapecreators.com/v1/tiktok/profile?handle=charlidamelio" \ How it starts
The opening of the file, as written. The whole thing — 292 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ScrapeCreators API
Scrape and extract public data from 27+ social media platforms. 110 endpoints available.
Base URL: https://api.scrapecreators.com
Get your API key at https://scrapecreators.com
How to Call
All endpoints use GET requests. Pass query params in the URL and authenticate with the x-api-key header. Responses are JSON.
curl -s "https://api.scrapecreators.com/v1/tiktok/profile?handle=charlidamelio" \
-H "x-api-key: $SCRAPECREATORS_API_KEY"
Or with fetch:
const res = await fetch(
"https://api.scrapecreators.com/v1/tiktok/profile?handle=charlidamelio",
{ headers: { "x-api-key": process.env.SCRAPECREATORS_API_KEY } }
);
const data = await res.json();
Endpoint paths use the pattern /v1/platform/action. The tables below list each endpoint path and its required params.
API Spec
Each endpoint has its own OpenAPI spec at https://docs.scrapecreators.com/{path}/openapi.json.
For example: https://docs.scrapecreators.com/v1/tiktok/profile/openapi.json
Important: Once you've determined which endpoint(s) to call from the routing tables below, fetch the single-endpoint OpenAPI spec first to get the full parameter details, types, and example response before making the actual API call.
The full spec covering all endpoints is at https://docs.scrapecreators.com/openapi.json (large file — prefer the per-endpoint specs above).
Intent Routing
Map user intent to the right endpoint. After selecting an endpoint, fetch its OpenAPI spec at https://docs.scrapecreators.com/{path}/openapi.json for full param details before calling.
Profiles / User Info
| Platform | Endpoint | Primary Param | Example |
|---|---|---|---|
| TikTok | /v1/tiktok/profile |
handle | stoolpresidente |
/v1/instagram/profile |
handle | jane |
|
| YouTube | /v1/youtube/channel |
handle, channelId, or url | ThePatMcAfeeShow |
| LinkedIn (person) | /v1/linkedin/profile |
url | https://www.linkedin.com/in/parrsam/ |
| LinkedIn (company) | /v1/linkedin/company |
url | https://linkedin.com/company/shopify |
/v1/facebook/profile |
url | https://www.facebook.com/mantraindianfolsom |
|
| Twitter/X | /v1/twitter/profile |
handle | elonmusk |
/v1/reddit/subreddit/details |
subreddit or url | AskReddit |
|
| Threads | /v1/threads/profile |
handle | zuck |
| Bluesky | /v1/bluesky/profile |
handle | jay.bsky.team |
/v1/pinterest/user/boards |
handle | pinterest |
|
| Truth Social | /v1/truthsocial/profile |
handle | realDonaldTrump |
| Twitch | /v1/twitch/profile |
handle | ninja |
| Snapchat | /v1/snapchat/profile |
handle | djkhaled |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 292 lines · 161 tokens per session scan A 016154fe955f
scrapecreators-api is a skill published in the GitHub repository ScrapeCreators/social-media-research-skills (4,948 stars, last pushed 2mo ago), licensed MIT. It adds 161 tokens to every session and 4,555 once invoked, about $0.0006 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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