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notslop-trending

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UpdatedMay 13, 2026 at 04:03

Surface what is blowing up right now in a niche across Reddit, Hacker News, blogs, and X. Short-window (6h default) scan reranked by ZeroEntropy. Use when the user wants the current pulse of a space, not a curated read on one topic.

Installation

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adrienckr

adrienckr/notslop

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Related occupationsSOC

Based on SOC occupation classification

Market Research Analysts and Marketing SpecialistsBusiness and Financial Operations Occupations·SOC 13-1161

SKILL.md

readonly

name	notslop-trending
description	Surface what is blowing up right now in a niche across Reddit, Hacker News, blogs, and X. Short-window (6h default) scan reranked by ZeroEntropy. Use when the user wants the current pulse of a space, not a curated read on one topic.

Providers required

Capability	Required	Providers (BYOK)	Setup	Cost
Pull social signal (Reddit/HN/blogs)	yes	built-in, no key needed	—	free
Rerank by relevance	yes	ZeroEntropy `zerank-2`	PROVIDERS.md#zeroentropy-rerank--embed	free tier OK
Embed for cross-source dedup	yes	ZeroEntropy `zembed-1`	PROVIDERS.md#zeroentropy-rerank--embed	free tier OK
Scrape X posts	only if topic needs X data	Orthogonal (ScrapeCreators)	PROVIDERS.md#x-twitter--via-orthogonal	~$0.02/handle, $10 free at signup

When to use this skill

Activate when the user prompt sounds like any of:

"What's hot right now in ?"
"What's blowing up in ?"
"What's trending in <topic / industry>?"
"Show me what's getting attention in this morning."

The signal here is recency — the user wants to know what people are reacting to now, not a deep read on one thing. For a curated read on one named topic, use notslop-digest.

Setup (one-time)

The user must have run npx notslop init and configured:

A ZeroEntropy API key (free at https://dashboard.zeroentropy.dev).
Optionally: X handles, blog URLs, Orthogonal key.

If config is missing, the CLI prints an actionable error. Surface it to the user verbatim and stop.

Steps

Extract the niche from the user's prompt. Examples: "AI agents", "local LLMs", "devtools".
Pick a --since window. The trending command defaults to 6h; bump to 24h only if the niche is slow-moving.

Run via Bash:

npx notslop@latest trending "<NICHE>" --since <WINDOW> --format md

Parse the markdown output. Preserve source tags and URLs.
Return a ranked list — 5 to 10 items, one line each, source tag + URL preserved. Lead with the highest-ranked item.

Example

User: "What's hot right now in AI agents?" → Run: npx notslop@latest trending "AI agents" --since 6h --format md → Return the top 5–10 items as a short ranked list with source tags and URLs.

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Pull a multi-source social digest (Reddit, Hacker News, blogs, X) on a topic and summarize what people are actually saying right now. Use when the user wants the current conversation around a specific subject.

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notslop-find-related

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Use when the user wants to find recent posts semantically similar to a piece of content (URL or text). Embeds the input + ranks candidates across Reddit / HN / blogs / X by cosine similarity. Use for repurpose workflows or "what else is being said about this" research.

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notslop-pulse

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Track mentions of a topic across Reddit, Hacker News, blogs, and X over a multi-day window. Use when the user wants to know whether something is getting picked up, how mentions are trending, or to monitor a launch/release over time.

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notslop-repurpose

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Use when the user has an existing post (tweet, blog, Reddit thread) and wants variants for other platforms, with fresh related context layered in.

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notslop-voices

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Surface the influential voices (authors, accounts, subreddits) on a topic across Reddit, Hacker News, blogs, and X. Use when the user wants to know who is shaping the conversation, not what is being said.

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notslop-write-blog-headline

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Use when the user wants 5-10 candidate H1 titles + meta descriptions for a blog post, SEO-optimized for a focus keyword. Faster than `notslop-write-blog-post`; produces titles only, no body.

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name	notslop-trending
description	Surface what is blowing up right now in a niche across Reddit, Hacker News, blogs, and X. Short-window (6h default) scan reranked by ZeroEntropy. Use when the user wants the current pulse of a space, not a curated read on one topic.

Providers required

Capability	Required	Providers (BYOK)	Setup	Cost
Pull social signal (Reddit/HN/blogs)	yes	built-in, no key needed	—	free
Rerank by relevance	yes	ZeroEntropy `zerank-2`	PROVIDERS.md#zeroentropy-rerank--embed	free tier OK
Embed for cross-source dedup	yes	ZeroEntropy `zembed-1`	PROVIDERS.md#zeroentropy-rerank--embed	free tier OK
Scrape X posts	only if topic needs X data	Orthogonal (ScrapeCreators)	PROVIDERS.md#x-twitter--via-orthogonal	~$0.02/handle, $10 free at signup

When to use this skill

Activate when the user prompt sounds like any of:

"What's hot right now in ?"
"What's blowing up in ?"
"What's trending in <topic / industry>?"
"Show me what's getting attention in this morning."

The signal here is recency — the user wants to know what people are reacting to now, not a deep read on one thing. For a curated read on one named topic, use notslop-digest.

Setup (one-time)

The user must have run npx notslop init and configured:

A ZeroEntropy API key (free at https://dashboard.zeroentropy.dev).
Optionally: X handles, blog URLs, Orthogonal key.

If config is missing, the CLI prints an actionable error. Surface it to the user verbatim and stop.

Steps

Extract the niche from the user's prompt. Examples: "AI agents", "local LLMs", "devtools".
Pick a --since window. The trending command defaults to 6h; bump to 24h only if the niche is slow-moving.

Run via Bash:

npx notslop@latest trending "<NICHE>" --since <WINDOW> --format md

Parse the markdown output. Preserve source tags and URLs.
Return a ranked list — 5 to 10 items, one line each, source tag + URL preserved. Lead with the highest-ranked item.

Example

User: "What's hot right now in AI agents?" → Run: npx notslop@latest trending "AI agents" --since 6h --format md → Return the top 5–10 items as a short ranked list with source tags and URLs.