last30days-skill
Research what people actually say about any topic in the last 30 days. Pulls posts and engagement from Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub, and the web.
Best for Market researchersWorks with GitHub
⌘source
- author
@mvanhorn- language
- Python
★23kstars
1.9kforks
Apr 18, 2026
✦overview.md
Key Features
- ·Pulls posts and engagement from 10+ platforms
- ·Focuses on last 30 days for recency
- ·Supports web search capabilities
- ·Requires SCRAPECREATORSAPIKEY environment variable
- ·Optional AI API keys for enhanced functionality
Use Cases
- →Researching recent public reactions to company earnings
- →Tracking what users are saying about new AI video tools
- →Understanding current user wants in React development
- →Monitoring social media trends from multiple sources
Best for
- ✓Market researchers
- ✓Product teams
- ✓Trend analysts
Not ideal for
- !Historical analysis beyond 30 days
- !Projects without API key access
FAQs
name
last30days
description
Research what people actually say about any topic in the last 30 days. Pulls posts and engagement from Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub, and the web.
license
MIT
version:3.0.1
argument-hint:last30days nvidia earnings reaction | last30days AI video tools | last30days what users want in react
allowed-tools:Bash, Read, Write, AskUserQuestion, WebSearch
homepage:https://github.com/mvanhorn/last30days-skill
repository:https://github.com/mvanhorn/last30days-skill
author:mvanhorn
user-invocable:true
metadata:{"openclaw":{"emoji":"📰","requires":{"env":["SCRAPECREATORS_API_KEY"],"optionalEnv":["OPENAI_API_KEY","XAI_API_KEY","OPENROUTER_API_KEY","PARALLEL_API_KEY","BRAVE_API_KEY","APIFY_API_TOKEN","AUTH_TOKEN","CT0","BSKY_HANDLE","BSKY_APP_PASSWORD","TRUTHSOCIAL_TOKEN"],"bins":["node","python3"]},"primaryEnv":"SCRAPECREATORS_API_KEY","files":["scripts/*"],"homepage":"https://github.com/mvanhorn/last30days-skill","tags":["research","deep-research","reddit","x","twitter","youtube","tiktok","instagram","hackernews","polymarket","bluesky","truthsocial","trends","recency","news","citations","multi-source","social-media","analysis","web-search","ai-skill","clawhub"]}}
SKILL CONTRACT — READ BEFORE ANY TOOL CALL
You are inside the /last30days SKILL. This is a specific research tool with a 1400+ line instruction contract (the rest of this file) that defines EXACTLY how to produce the research output. It is not a generic "last 30 days of X" research prompt. Do NOT treat /last30days as a search keyword you can improvise against.
Named failure mode (2026-04-18 public v3.0.6 0/8 regression): on 8 consecutive public invocations, Opus 4.7 treated /last30days as a generic research keyword and improvised. Every single run violated LAW 2 (invented titles like "The headline", "Kanye West: the last 30 days"), LAW 4 (section headers like "Why he is everywhere this month", "1. gstack dominates", "The 'Homecoming' peak"), or both. One run (Matt Van Horn) skipped Step 0.5 / Step 0.55 entirely and ran the engine bare with zero resolution flags. Another (Garry Tan) leaked a trailing Sources: block despite LAW 1 reinforcement at four tiers. Two runs (Peter Steinberger, Kanye vs Kim) landed on a stale ~/.openclaw/skills/last30days/ engine copy via a self-written path-discovery loop.
How v3.0.7 fixes it: three structural anchors.
$install
1-click copynpx skills add mvanhorn/last30days-skill --skill last30days-skillSafety assessment
★
Clarity score
How clear and easy to understand the SKILL.md instructions are, rated from 1 to 5.
3/ 5
goodMostly clear, but there are still a few confusing or poorly structured parts.
◎
Actionability score
How directly an agent can act on the SKILL.md instructions, rated from 1 to 5.
3/ 5
mediumPartially actionable with several concrete steps, but still missing important details.