Index of every page on this site: llms.txt
All skills
mvanhorn avatar

/last30days

@f3cd06a
by Matt Van Hornmvanhorn/last30days-skill65k stars
5,650
Run it yourself

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. Includes a doctor health check to diagnose broken or missing sources.

Use this Skill: https://skilld.dev/gh/mvanhorn/last30days-skill/last30days

Nothing lands on disk. Nothing to clean up.

Fork this Skill

Edit a local copy. It keeps the author and licence.

referencescategory-peers.md

≈872 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Category-peer expansion

Read for an identifiable product in a recognizable category during Step 0.55. Eligibility and the requirement to expand remain in the research runbook.

Canonical category peers (single source of truth; scripts/lib/categories.py mirrors this for the --auto-resolve engine path):

Category Trigger keywords Peer subs (priority order)
ai_image_generation image generation, text to image, GPT Image, Nano Banana, Midjourney, Stable Diffusion, DALL-E, Flux.1, Imagen, Seedance, Ideogram, Recraft StableDiffusion, midjourney, dalle2, aiArt, PromptEngineering, MediaSynthesis
ai_video_generation video generation, text to video, Sora, Veo 3, Runway Gen, Kling, Pika Labs, Luma Dream Machine, Hailuo aivideo, StableDiffusion, runwayml, singularity, MediaSynthesis
ai_music_generation music generation, ai music, Suno, Udio, Riffusion, Stable Audio SunoAI, udiomusic, aimusic, artificial
ai_coding_agent Claude Code, Cursor IDE, GitHub Copilot, Windsurf, Aider, Cline, OpenClaw, Hermes Agent, Continue.dev, Codeium, Devin ChatGPTCoding, LocalLLaMA, singularity, PromptEngineering
ai_agent_framework agent framework, LangChain, LangGraph, CrewAI, AutoGen, LlamaIndex, DSPy, smolagents LangChain, LocalLLaMA, AI_Agents, MachineLearning
ai_chat_model GPT-5/4, Claude Opus/Sonnet/Haiku, Gemini Pro/Flash, Llama 3/4, DeepSeek, Qwen, Mistral Large, Grok LocalLLaMA, ChatGPT, ClaudeAI, singularity, artificial
saas_screen_recording screen recording, screen recorder, Loom video, Tella screen, Vidyard SaaS, screenrecording, productivity, Entrepreneur
saas_productivity Notion app, Obsidian, Linear app, Asana, ClickUp, productivity app productivity, SaaS, ObsidianMD, Notion
prediction_markets Polymarket, Kalshi, prediction market, event contracts, Manifold Markets Polymarket, Kalshi, predictionmarkets
crypto_defi DeFi protocol, yield farming, liquidity pool, stablecoin, layer 2, L2 rollup defi, ethfinance, CryptoCurrency, ethereum

Merging rule. Start with WebSearch-returned subs. Append 2-3 category peers in the priority order shown. Dedupe case-insensitively (don't list midjourney twice if WebSearch already returned it). Cap total at 10: if adding all peers would exceed the cap, keep every WebSearch-returned sub (they are the freshest signal) and drop peers from the end of the priority list.

Extrapolation. If the topic is a product in a category NOT listed in the table (new AI tool, niche SaaS), use the same spirit: pick the 2-3 most active cross-product communities where technique discussion happens. A new image-gen tool still gets r/StableDiffusion, r/midjourney, r/aiArt. A new code editor still gets r/ChatGPTCoding, r/LocalLLaMA.

Worked example — the failing query. Topic: Prompting GPT Image 2.

Before (the 2026-04-22 failure mode):

Resolved:
- Reddit: r/OpenAI, r/ChatGPT, r/singularity, r/ChatGPTpromptengineering, r/artificial

After (with category-peer expansion):

Resolved:
- Reddit: r/OpenAI, r/ChatGPT, r/singularity, r/ChatGPTpromptengineering, r/StableDiffusion, r/midjourney, r/dalle2, r/aiArt (+ ai_image_generation peers)

The parenthetical (+ ai_image_generation peers) is the observable contract of the new Resolved block format. See the Step 0.55 category-peer self-check in the research runbook.

Source: SKILL.md on GitHub

Skill behaviors

skilld matched fixed text patterns in SKILL.md and file names. Patterns miss obfuscated code.

skilld run checks every file with the same patterns. It asks for approval before it loads a Skill with a behavior marked Needs approval.

Third-party checks

1 alerttoday5 checks · Risk SAFE
  • Gen Agent Trust Hubtoday

    This skill is a robust research tool that integrates with multiple social and web sources. It includes strong security posture by using delimiters for untrusted content, enforcing user consent for sensitive actions like cookie extraction, and providing clear documentation of its network and filesystem activities. Automated security alerts regarding remote code execution and prompt injection were investigated and found to be benign user guidance and standard agent behavioral constraints.

  • Sockettoday

    5 alerts: gptAnomaly, gptSecurity

  • Snyktoday

    Risk: MEDIUM · 1 issue

  • Runlayer7mo

    304/604 files flagged

  • ZeroLeaks6mo

    Scan incomplete

Provenance

Signed by skilld at f3cd06a. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub yesterday.

Activeupdated 2 days ago

Capability

What it can do
Runs commands Reads files Edits files Network
version
3.30.0
homepage
https://github.com/mvanhorn/last30days-skill
repository
https://github.com/mvanhorn/last30days-skill
All 5 allowed tools
BashReadWriteAskUserQuestionWebSearch
Other metadata
argument-hint
last30days nvidia earnings reaction | last30days AI video tools | last30days what users want in react
author
mvanhorn
user-invocable
true
metadata
{
  "openclaw": {
    "emoji": "📰",
    "requires": {
      "env": [],
      "optionalEnv": [
        "SCRAPECREATORS_API_KEY",
        "OPENAI_API_KEY",
        "XAI_API_KEY",
        "X_BEARER_TOKEN",
        "OPENROUTER_API_KEY",
        "PERPLEXITY_API_KEY",
        "PARALLEL_API_KEY",
        "BRAVE_API_KEY",
        "APIFY_API_TOKEN",
        "AUTH_TOKEN",
        "CT0",
        "BSKY_HANDLE",
        "BSKY_APP_PASSWORD",
        "TRUTHSOCIAL_TOKEN",
        "XIAOHONGSHU_API_BASE"
      ],
      "bins": [
        "node",
        "python3"
      ]
    },
    "primaryEnv": "SCRAPECREATORS_API_KEY",
    "files": [
      "scripts/*",
      "references/*"
    ],
    "homepage": "https://github.com/mvanhorn/last30days-skill",
    "tags": [
      "research",
      "deep-research",
      "reddit",
      "x",
      "twitter",
      "youtube",
      "tiktok",
      "instagram",
      "linkedin",
      "hackernews",
      "devto",
      "polymarket",
      "digg",
      "bluesky",
      "truthsocial",
      "xiaohongshu",
      "rednote",
      "trends",
      "recency",
      "news",
      "citations",
      "multi-source",
      "social-media",
      "analysis",
      "web-search",
      "hiring-signals",
      "ai-skill",
      "clawhub"
    ]
  }
}

README badge

README badge for mvanhorn/last30days-skill