Scrape and extract public data from 27+ social media platforms using the ScrapeCreators REST API.

MITAuto-check: notesBackend & APIs

Install Scrapecreators API

skills CLI
$ npx skills add ScrapeCreators/social-media-research-skills --skill scrapecreators-api -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install ScrapeCreators/social-media-research-skills scrapecreators-api --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/ScrapeCreators/social-media-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/scrapecreators-api .claude/skills/scrapecreators-api && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
scrapecreators-api
GitHub stars
3.3k
Used in
1 other repo
Token cost
~4k tokens
SKILL.md length
1,118 words
Files
1
Skills in repo
13
Repo updated
First seen
Licence
MIT

At a glance

Scrape and extract public data from 27+ social media platforms using the ScrapeCreators REST API.

  • The user asks to scrape
  • SKILL.md covers How to Call, Intent Routing, Credit Costs and Pagination, plus 2 more sections
  • Calls curl; reaches facebook.com and tiktok.com; needs SCRAPECREATORS_API_KEY
  • Look up social media profiles

What it does

Scrapecreators API is an agent skill from ScrapeCreators/social-media-research-skills. Scrape and extract public data from 27+ social media platforms using the ScrapeCreators REST API. Covers TikTok, Instagram, YouTube, LinkedIn, Facebook, Twitter/X, Reddit, Threads, Bluesky, Pinterest, Snapchat, Twitch, Kick, Truth Social, TikTok Shop, Google, and link-in-bio services (Linktree, Komi, Pillar, Linkbio, Linkme, Amazon Shop). Use when the user asks to scrape, fetch, extract, search, or look up social media profiles, posts, videos, reels, comments, transcripts, followers, ads, hashtags, trending…

Its SKILL.md is about 4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Backend & APIs, covering Web scraping, Product metrics and REST APIs. It works with Reddit, TikTok, LinkedIn and Pinterest. The repository describes itself as: AI agent skills for social media research. Outlier posts, comment mining, competitor teardowns, ad libraries & trends across TikTok, Instagram, YouTube, Reddit, X, LinkedIn &… The licence is MIT.

When your agent uses it

  • The user asks to scrape
  • Look up social media profiles
  • Trending content
  • Engagement metrics from any social platform

Example prompts

  • “/scrapecreators-api”

Requirements

  • A credential in SCRAPECREATORS_API_KEY
  • Pre-approved tools (allowed-tools): Bash, Read, Write, WebFetch

What it can do on your machine

Read from SKILL.md and the folder at commit 64ba7b4. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash
    • Read
    • Write
    • WebFetch

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • curl

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • facebook.com
    • tiktok.com
    • linkedin.com
    • docs.scrapecreators.com
    • youtube.com
    • twitter.com
    • api.scrapecreators.com
    • instagram.com
    • pinterest.com
    • reddit.com
    • threads.net
    • bsky.app
    • truthsocial.com
    • clips.twitch.tv

    Also links to:

    • scrapecreators.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • SCRAPECREATORS_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Scrapecreators API loads about 4k tokens when it runs. Until then it costs about 170 tokens; SKILL.md has 1,118 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~170
When it runs · the whole SKILL.md, loaded when a task matches
~4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Bash, Read, Write, WebFetch

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from ScrapeCreators/social-media-research-skills at commit 64ba7b4, republished under its MIT licence (© ScrapeCreators). 1,118 words, ~4,013 tokens.

Download SKILL.mdSave it as .claude/skills/scrapecreators-api/SKILL.md (or your agent's skills folder).
name
scrapecreators-api
description
Scrape and extract public data from 27+ social media platforms using the ScrapeCreators REST API. Covers TikTok, Instagram, YouTube, LinkedIn, Facebook, Twitter/X, Reddit, Threads, Bluesky, Pinterest, Snapchat, Twitch, Kick, Truth Social, TikTok Shop, Google, and link-in-bio services (Linktree, Komi, Pillar, Linkbio, Linkme, Amazon Shop). Use when the user asks to scrape, fetch, extract, search, or look up social media profiles, posts, videos, reels, comments, transcripts, followers, ads, hashtags, trending content, or engagement metrics from any social platform. Also use when user mentions ScrapeCreators, social media API, ad library, or creator data.
allowed-tools
Bash, Read, Write, WebFetch
homepage
https://scrapecreators.com

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.

bash
curl -s "https://api.scrapecreators.com/v1/tiktok/profile?handle=charlidamelio" \
  -H "x-api-key: $SCRAPECREATORS_API_KEY"

Or with fetch:

javascript
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
PlatformEndpointPrimary ParamExample
TikTok/v1/tiktok/profilehandlestoolpresidente
Instagram/v1/instagram/profilehandlejane
YouTube/v1/youtube/channelhandle, channelId, or urlThePatMcAfeeShow
LinkedIn (person)/v1/linkedin/profileurlhttps://www.linkedin.com/in/parrsam/
LinkedIn (company)/v1/linkedin/companyurlhttps://linkedin.com/company/shopify
Facebook/v1/facebook/profileurlhttps://www.facebook.com/mantraindianfolsom
Twitter/X/v1/twitter/profilehandleelonmusk
Reddit/v1/reddit/subreddit/detailssubreddit or urlAskReddit
Threads/v1/threads/profilehandlezuck
Bluesky/v1/bluesky/profilehandlejay.bsky.team
Pinterest/v1/pinterest/user/boardshandlepinterest
Truth Social/v1/truthsocial/profilehandlerealDonaldTrump
Twitch/v1/twitch/profilehandleninja
Snapchat/v1/snapchat/profilehandledjkhaled
Posts / Content Feeds
PlatformEndpointPrimary ParamExample
TikTok videos/v3/tiktok/profile/videoshandlestoolpresidente
Instagram posts/v2/instagram/user/postshandlejane
Instagram reels/v1/instagram/user/reelshandle or user_idjane or 2700692569
Instagram highlights/v1/instagram/user/highlightshandle or user_idjane or 2700692569
YouTube videos/v1/youtube/channel/videoshandle or channelIdThePatMcAfeeShow
YouTube shorts/v1/youtube/channel/shortshandle or channelIdstarterstory
YouTube playlist/v1/youtube/playlistplaylist_idPLP32wGpgzmIlInfgKVFfCwVsxgGqZNIiS
LinkedIn posts/v1/linkedin/company/postsurlhttps://linkedin.com/company/shopify
Facebook posts/v1/facebook/profile/postsurl or pageIdhttps://www.facebook.com/pacemorby
Facebook reels/v1/facebook/profile/reelsurlhttps://www.facebook.com/Spurs
Facebook photos/v1/facebook/profile/photosurlhttps://www.facebook.com/Spurs
Facebook group posts/v1/facebook/group/postsurl or group_id742354120555345
Twitter tweets/v1/twitter/user/tweetshandleelonmusk
Reddit posts/v1/reddit/subredditsubredditAskReddit
Threads posts/v1/threads/user/postshandlezuck
Bluesky posts/v1/bluesky/user/postshandle or user_idjay.bsky.team
Truth Social posts/v1/truthsocial/user/postshandle or user_idrealDonaldTrump
Pinterest board/v1/pinterest/boardurlhttps://www.pinterest.com/...
Single Post / Video Details
PlatformEndpointPrimary ParamExample
TikTok/v2/tiktok/videourlhttps://www.tiktok.com/@randomspamvideos25/video/7251387037834595630
Instagram/v1/instagram/posturlhttps://www.instagram.com/reel/DOq6eV6iIgD
Instagram highlight/v1/instagram/user/highlight/detailid18067016518767507
YouTube/v1/youtube/videourlhttps://www.youtube.com/watch?v=Y2Ah_DFr8cw
YouTube community post/v1/youtube/community-posturlhttps://www.youtube.com/post/Ugkxvj2KoApYAXoqLWnKVr6zZe5JjeHrQeP8
LinkedIn/v1/linkedin/posturlhttps://www.linkedin.com/pulse/being-father-has-made-me-better-leader...
Facebook/v1/facebook/posturlhttps://www.facebook.com/reel/1535656380759655
Twitter/X/v1/twitter/tweeturlhttps://twitter.com/elonmusk/status/...
Twitter/X community/v1/twitter/communityurlhttps://twitter.com/i/communities/...
Twitter/X community tweets/v1/twitter/community/tweetsurlhttps://twitter.com/i/communities/...
Reddit/v1/reddit/post/commentsurlhttps://www.reddit.com/r/AskReddit/comments/...
Threads/v1/threads/posturlhttps://www.threads.net/@zuck/post/...
Bluesky/v1/bluesky/posturlhttps://bsky.app/profile/.../post/...
Truth Social/v1/truthsocial/posturlhttps://truthsocial.com/@realDonaldTrump/posts/...
Pinterest/v1/pinterest/pinurlhttps://www.pinterest.com/pin/...
Twitch clip/v1/twitch/clipurlhttps://clips.twitch.tv/...
Kick clip/v1/kick/clipurlhttps://kick.com/...
Comments
PlatformEndpointPrimary ParamExample
TikTok/v1/tiktok/video/commentsurlhttps://www.tiktok.com/@stoolpresidente/video/7499229683859426602
Instagram/v2/instagram/post/commentsurlhttps://www.instagram.com/reel/DOq6eV6iIgD
YouTube/v1/youtube/video/commentsurlhttps://www.youtube.com/watch?v=dQw4w9WgXcQ
Facebook/v1/facebook/post/commentsurl or feedback_idhttps://www.facebook.com/reel/753347914167361
Reddit/v1/reddit/post/commentsurlhttps://www.reddit.com/r/AskReddit/comments/...
Transcripts
PlatformEndpointExampleNote
TikTok/v1/tiktok/video/transcripturl=https://www.tiktok.com/...&lang=enalso via /v2/tiktok/video with get_transcript=true
Instagram/v2/instagram/media/transcripturl=https://www.instagram.com/reel/...AI-powered, 10-30s, under 2min
YouTube/v1/youtube/video/transcripturl=https://www.youtube.com/watch?v=bjVIDXPP7Ukalso included in /v1/youtube/video response
Facebook/v1/facebook/post/transcripturl=https://www.facebook.com/reel/...under 2min only
Twitter/X/v1/twitter/tweet/transcripturl=https://twitter.com/...AI-powered, slow
PlatformEndpointPrimary ParamExample
TikTok users/v1/tiktok/search/usersqueryfunny
TikTok videos (keyword)/v1/tiktok/search/keywordqueryfunny
TikTok videos (hashtag)/v1/tiktok/search/hashtaghashtagfyp
TikTok top (photos+videos)/v1/tiktok/search/topqueryfunny
Instagram reels/v2/instagram/reels/searchquerydogs
YouTube/v1/youtube/searchqueryfunny
YouTube hashtag/v1/youtube/search/hashtaghashtagfunny
Reddit (all)/v1/reddit/searchquerybest programming languages
Reddit (in subreddit)/v1/reddit/subreddit/searchsubreddit + queryAskReddit + funny
Threads posts/v1/threads/searchqueryAI
Threads users/v1/threads/search/usersqueryzuck
Pinterest/v1/pinterest/searchqueryhome decor
Google/v1/google/searchquerybest restaurants in NYC
Ad Libraries
PlatformEndpointPrimary ParamExample
Facebook ads search/v1/facebook/adLibrary/search/adsqueryrunning
Facebook company ads/v1/facebook/adLibrary/company/adspageId or companyNameLululemon
Facebook ad detail/v1/facebook/adLibrary/adid or url702369045530963
Facebook find companies/v1/facebook/adLibrary/search/companiesqueryNike
Google company ads/v1/google/company/adsdomain or advertiser_idnike.com
Google ad detail/v1/google/adurlhttps://adstransparency.google.com/...
Google find advertisers/v1/google/adLibrary/advertisers/searchqueryNike
LinkedIn ads search/v1/linkedin/ads/searchcompany or keywordShopify
LinkedIn ad detail/v1/linkedin/adurlhttps://www.linkedin.com/ad/...
Reddit ads search/v1/reddit/ads/searchquerygaming
Reddit ad detail/v1/reddit/adidt3_abc123
Show full SKILL.md (455 more words)Show less
ContentEndpointParamExample
Trending feed/v1/tiktok/get-trending-feedregion (required)US
Popular videos/v1/tiktok/videos/popular
Popular creators/v1/tiktok/creators/popular
Popular hashtags/v1/tiktok/hashtags/popular
Popular songs/v1/tiktok/songs/popular
Song details/v1/tiktok/songclipId7439295283975702544
Videos using song/v1/tiktok/song/videosclipId7439295283975702544
Trending shorts (YT)/v1/youtube/shorts/trending
Followers / Following / Live (TikTok only)
TypeEndpointExample
Following/v1/tiktok/user/followinghandle=stoolpresidente
Followers/v1/tiktok/user/followershandle=stoolpresidente
Audience demographics/v1/tiktok/user/audience (26 credits!)handle=shakira
Live stream/v1/tiktok/user/livehandle=thejustalex
TikTok Shop
TypeEndpointPrimary ParamExample
Search products/v1/tiktok/shop/searchqueryshoes
Store products/v1/tiktok/shop/productsurlhttps://www.tiktok.com/shop/store/goli-nutrition/7495794203056835079
Product detail/v1/tiktok/producturlhttps://www.tiktok.com/shop/pdp/goli-ashwagandha-gummies.../1729587769570529799
Product reviews/v1/tiktok/shop/product/reviewsurl or product_id1731578642912612516
User showcase/v1/tiktok/user/showcasehandlemrtiktokreviews
ServiceEndpointParamExample
Linktree/v1/linktreeurlhttps://linktr.ee/...
Komi/v1/komiurlhttps://komi.io/...
Pillar/v1/pillarurlhttps://pillar.io/...
Linkbio/v1/linkbiourlhttps://linkbio.co/...
Linkme/v1/linkmeurlhttps://linkme.bio/...
Amazon Shop/v1/amazon/shopurlhttps://www.amazon.com/shop/...
Instagram basic profile/v1/instagram/basic/profileuserId314216
Instagram embed HTML/v1/instagram/user/embedhandlejane
Age/Gender detect/v1/detect/age-genderurl (social profile)https://www.tiktok.com/@charlidamelio
Credit balance/v1/credit/balance(none)

Credit Costs

Most endpoints cost 1 credit per request. Exceptions:

EndpointCostCondition
/v1/tiktok/user/audience26 creditsalways
/v1/tiktok/video/transcript+10 creditswhen use_ai_as_fallback=true
/v1/google/company/ads25 creditswhen get_ad_details=true

Check balance with /v1/credit/balance. Warn users before calling expensive endpoints.

Pagination

Paginated endpoints return a cursor/token in the response. Pass it back as a query param to get the next page.

Cursor FieldUsed By
cursorTikTok comments/search/song videos, Instagram comments, Reddit subreddit search, Pinterest, Bluesky, Facebook reels/photos/posts/comments, TikTok Shop products/user showcase
max_cursorTikTok profile videos
min_timeTikTok following/followers
continuationTokenYouTube (all paginated endpoints)
afterReddit posts, Reddit search
next_max_idInstagram posts, Truth Social posts
max_idInstagram reels
pageTikTok popular/shop, Instagram reels search, LinkedIn company posts, TikTok Shop reviews
paginationTokenLinkedIn ads

Common Optional Params

  • trim (boolean): reduces response payload size. Use when you only need key metrics.
  • region (string): 2-letter country code for proxy location. Does NOT filter by region -- just routes the request through that country's proxy.

Known Limitations

  • Handles: pass without the @ symbol. Use charlidamelio not @charlidamelio. Applies to TikTok, Instagram, Twitter, Threads, Bluesky, Snapchat, Twitch, Pinterest, Truth Social
  • YouTube handles: pass without the @ symbol. Use ThePatMcAfeeShow not @ThePatMcAfeeShow. You can also pass a channelId (e.g. UC-9-kyTW8ZkZNDHQJ6FgpwQ) or full URL instead
  • Hashtags: pass without the # symbol. Use fyp not #fyp. Applies to TikTok and YouTube hashtag search endpoints
  • Twitter: returns ~100 most popular tweets, not chronological/latest
  • Threads: only last 20-30 posts visible publicly
  • Facebook posts: only 3 posts per page (API limitation)
  • Facebook group posts: only 3 posts per page (same API limitation)
  • LinkedIn company posts: max 7 pages
  • Instagram play counts: IG-only views (excludes cross-posted FB views)
  • Truth Social: only prominent users (Trump, Vance, etc.) work publicly
  • Instagram song reels: deprecated (endpoint exists but non-functional)
  • Transcripts: all transcript endpoints require video under 2 minutes
  • Reddit subreddit names: case-sensitive! Use "AskReddit" not "askreddit"

© ScrapeCreators, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/scrapecreators-api of ScrapeCreators/social-media-research-skills.

Open the folder on GitHubat commit 64ba7b4

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in ScrapeCreators/social-media-research-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

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Scrapecreators API compared with similar skills
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Google Maps Contact Extractbrowser-act/skills6.1k—~2.9kAutomated safety check: PassMIT
Google Social Media Finderbrowser-act/skills6.1k—~1.7kAutomated safety check: PassMIT
Data Feedsbrightdata/skills264—~2.2kAutomated safety check: PassMIT
Scrapebrightdata/skills264—~1.2kAutomated safety check: PassMIT

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Questions about Scrapecreators API

What does Scrapecreators API do?

Scrape and extract public data from 27+ social media platforms using the ScrapeCreators REST API. Scrapecreators API is an agent skill from ScrapeCreators/social-media-research-skills. Scrape and extract public data from 27+ social media platforms using the ScrapeCreators REST API.

When should I use Scrapecreators API?

Scrapecreators API fits situations like: the user asks to scrape; look up social media profiles; trending content; engagement metrics from any social platform.

How do I install Scrapecreators API in Claude Code?

Run `npx skills add ScrapeCreators/social-media-research-skills --skill scrapecreators-api -a claude-code`. Or copy the skill folder (skills/scrapecreators-api in ScrapeCreators/social-media-research-skills) into .claude/skills/scrapecreators-api in your project. Claude Code loads it when a task matches its description.

How do I install Scrapecreators API in Codex?

Run `npx skills add ScrapeCreators/social-media-research-skills --skill scrapecreators-api -a codex`. Or copy the skill folder (skills/scrapecreators-api in ScrapeCreators/social-media-research-skills) into .agents/skills/scrapecreators-api in your project. Codex loads it when a task matches its description.

Can I use Scrapecreators API in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ScrapeCreators/social-media-research-skills --skill scrapecreators-api -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/scrapecreators-api, .gemini/skills/scrapecreators-api, .github/skills/scrapecreators-api and .opencode/skills/scrapecreators-api in your project.

What does Scrapecreators API need to run?

Going by SKILL.md and its folder, Scrapecreators API needs the command-line tools its instructions call (curl) and credentials named SCRAPECREATORS_API_KEY. Our summary lists: A credential in SCRAPECREATORS_API_KEY. Its frontmatter pre-approves these tools: Bash, Read, Write, WebFetch.

Does Scrapecreators API access the network?

SKILL.md names 15 domains. In commands or code: facebook.com, tiktok.com, linkedin.com, docs.scrapecreators.com, youtube.com, twitter.com, api.scrapecreators.com, instagram.com, pinterest.com, reddit.com, threads.net, bsky.app, truthsocial.com and clips.twitch.tv; the agent is likely to contact these when it follows the instructions. As links in the text: scrapecreators.com. This is read from the text; nothing was executed.

Is Scrapecreators API safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Scrapecreators API use?

Scrapecreators API is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Scrapecreators API use?

About 4k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Scrapecreators API?

Skills that share tags, products or a category with Scrapecreators API: Apify Multi-Platform Scraper (apify/agent-skills, 2.4k stars), Google Maps Contact Extract (browser-act/skills, 6.1k stars), Google Social Media Finder (browser-act/skills, 6.1k stars) and Data Feeds (brightdata/skills, 264 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Scrapecreators API?

ScrapeCreators (a GitHub organization) maintains it in ScrapeCreators/social-media-research-skills, which has 3,258 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on August 26, 2026.

Source: ScrapeCreators/social-media-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.