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Trend Discovery · scrapecreators | DecimalAI

marketingby scrapecreators

Trend Discovery

scrapecreators/trend-discovery

Source scrapecreators/social-media-research-skills ↗License MIT

Use when the user wants to discover trending social topics, hashtags, sounds, posts, reels, shorts, creators, or formats in a niche. Searches public trend and discovery endpoints, ranks evidence, and turns trends into practical content angles.

SkillScore82Maintained

Automatic

Marketing & Content pack

Last verified 9/28/2026

What it changes

Passed 18 of 22 test cases with the skill, and 12 of 22 without it.

Without skill55%

With skill82%

Checks it passed that the model alone missed

Includes a section header titled '## Caveats'
Specifies '/v1/instagram/reels/trending' for trending Reels
Specifies '/v1/reddit/subreddit' for subreddit-level monitoring

and 6 more in the full report

7 fixed11 passed either way3 still failing1 broke

Pass-rate lift: +27 pp
Tokens: -4%
Agent turns: 0%
Response time: -28%

Model gemini-3.6-flashMeasured 9/28/2026v118 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/scrapecreators-trend-discovery/SKILL.md https://app.decimal.ai/s/scrapecreators-trend-discovery/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add scrapecreators-trend-discovery, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/scrapecreators-trend-discovery/ and pins it in .decimal/skills.lock

decimalai skills add scrapecreators-trend-discovery

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/scrapecreators-trend-discovery/SKILL.md https://app.decimal.ai/s/scrapecreators-trend-discovery/SKILL.md

Raw file: /s/scrapecreators-trend-discovery/SKILL.md ↗ · machine-readable summary at /s/scrapecreators-trend-discovery.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 7

Prompt

What API endpoint path is used for discovery and search on Pinterest?

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies '/v1/pinterest/search' for Pinterest visual trend discovery	Missed	Passed

case-14 · gemini-3.6-flash · 9/28/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md66 linessingle file

Trend Discovery

Overview

Find trends worth acting on. This skill is for social media trend research across TikTok, Instagram, YouTube, Reddit, Pinterest, and other public sources. The output should separate real evidence from vague "this is trending" claims.

When to Use

Use this skill when the user asks to:

find trends in a niche or category
discover trending TikTok sounds, hashtags, creators, or videos
find trending Instagram Reels or YouTube Shorts ideas
build a weekly trend brief
decide what content formats or angles to jump on

Useful Sources

Signal	Endpoint examples
TikTok trending feed	`/v1/tiktok/get-trending-feed`
TikTok popular hashtags/songs/videos/creators	`/v1/tiktok/hashtags/popular`, `/v1/tiktok/songs/popular`, `/v1/tiktok/videos/popular`, `/v1/tiktok/creators/popular`
TikTok search	`/v1/tiktok/search/top`, `/v1/tiktok/search/keyword`, `/v1/tiktok/search/hashtag`
Instagram trends/search	`/v1/instagram/reels/trending`, `/v2/instagram/reels/search`, `/v1/instagram/search/hashtag`
YouTube	`/v1/youtube/shorts/trending`, `/v1/youtube/search`, `/v1/youtube/search/hashtag`
Reddit	`/v1/reddit/search`, `/v1/reddit/subreddit`, `/v1/reddit/subreddit/search`
Pinterest	`/v1/pinterest/search`

Workflow

Define niche, country/region, platform, and time sensitivity.
Pull trend/discovery/search results from 2-4 relevant sources.
Normalize evidence: post URL, creator, metric, date, topic, sound/hashtag if present.
Cluster into trends by topic, format, hook, sound, meme, or audience problem.
Rank trends by evidence strength and relevance, not raw views alone.
Translate each trend into content ideas the user can actually make.

Output Format

Track record

Benchmark

18 / 22

test cases passed, vs 12 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 8/31/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

scrapecreators / social-media-research-skills

skills/trend-discovery/SKILL.md

View on GitHub ↗

License MITImported 8/31/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

holaboss-ai/trend-spotterIdentify emerging trends and viral topics relevant to your niche before they peak.Close match+41 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Trend Discovery

Overview

When to Use

Useful Sources

Workflow

Output Format

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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