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The AI world reinvents itself every month. This skill keeps you current.
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The AI world reinvents itself every month. This skill keeps you current.
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`/last30days` researches your topic across **Reddit, X, YouTube, TikTok, Instagram, Hacker News, Polymarket, and the web** from the last 30 days, finds what the community is actually upvoting, sharing, betting on, and saying on camera, and writes you a grounded narrative with real citations.
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`/last30days` researches your topic across Reddit, X, YouTube, TikTok, Instagram, Hacker News, Polymarket, GitHub, and 5+ more sources from the last 30 days, finds what the community is actually upvoting, sharing, betting on, and saying on camera, and writes you a grounded narrative with real citations.
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## v3 is the intelligent search release
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v3 is a ground-up engine rewrite by [@j-sperling](https://github.com/j-sperling). The old engine searched keywords. The new engine understands your topic first, then searches the right people and communities.
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Type "OpenClaw" and v3 resolves @steipete, r/openclaw, r/ClaudeCode, and the right YouTube channels and TikTok hashtags before a single API call fires. Type "Peter Steinberger" and it resolves his X handle and GitHub profile, switches to person mode, and shows what he shipped this month at 85% merge rate across 22 PRs. None of that was on Google.
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## Headline features
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### Intelligent pre-research
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The killer feature. A new Python pre-research brain resolves X handles, GitHub repos, subreddits, TikTok hashtags, and YouTube channels before searching. Bidirectional: person to company, product to founder, name to GitHub profile. The right subreddits, the right handles, the right hashtags, all resolved before a single API call.
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### Best Takes
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A second LLM judge scores every result for humor, wit, and virality alongside relevance. Every brief now ends with a Best Takes section surfacing the cleverest one-liners and most viral quotes. The Reddit and X people are funny, and the old engine buried their best stuff.
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### Cross-source cluster merging
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When the same story hits Reddit, X, and YouTube, v3 merges them into one cluster instead of three duplicates. Entity-based overlap detection catches matches even when the titles use different words.
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### Single-pass comparisons
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"X vs Y" used to run three serial passes (12+ minutes). v3 runs one pass with entity-aware subqueries for both sides at once. Same depth, 3 minutes.
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### GitHub person-mode and project-mode
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When the topic is a person, the engine switches from keyword search to author-scoped queries. PR velocity, top repos by stars, release notes for what shipped this month, woven into the narrative alongside X posts and Reddit threads.
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When the topic is a project, it pulls live star counts, READMEs, releases, and top issues from the GitHub API. No stale blog posts.
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### ELI5 mode
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Say "eli5 on" after any research run. The synthesis rewrites in plain language. No jargon. Same data, same sources, same citations, just clearer. Say "eli5 off" to go back.
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### 13+ sources
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v3 adds Threads, Pinterest, Perplexity, Bluesky, and Parallel AI grounding to the existing Reddit, X, YouTube, TikTok, Instagram, Hacker News, Polymarket, GitHub, and Web lineup. Perplexity Deep Research (`--deep-research`) gives you 50+ citation reports for serious investigation.
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### Per-author cap and entity disambiguation
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Max 3 items per author prevents single-voice dominance. Synthesis trusts resolved handles over fuzzy keyword matches.
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## Install
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Claude Code:
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```
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/plugin marketplace add mvanhorn/last30days-skill
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```
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OpenClaw:
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```
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clawhub install last30days-official
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```
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OpenAI Codex CLI: run `codex` from a checkout of this repo and v3's skill at `.agents/skills/last30days/SKILL.md` will be discovered automatically. Or copy `SKILL.md` to `~/.agents/skills/last30days/SKILL.md` for a global install.
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Zero config. Reddit, Hacker News, Polymarket, and GitHub work immediately. Run it once and the setup wizard unlocks X, YouTube, TikTok, and more in 30 seconds.
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## v3 Community
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## v3 Community
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v3 was shaped by community contributors whose PRs and issues inspired core features. Their code wasn't merged directly (v3 was a ground-up rewrite), but their ideas drove what shipped. See [CONTRIBUTORS.md](CONTRIBUTORS.md) for the full list.
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v3 was shaped by community contributors whose PRs and issues inspired core features. Their code wasn't merged directly (v3 was a ground-up rewrite), but their ideas drove what shipped.
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Thanks to @uppinote20, @zerone0x, @thinkun, @thomasmktong, @fanispoulinakisai-boop, @pejmanjohn, @zl190, and @hnshah.
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Thanks to @uppinote20, @zerone0x, @thinkun, @thomasmktong, @fanispoulinakisai-boop, @pejmanjohn, @zl190, and @hnshah. See [CONTRIBUTORS.md](CONTRIBUTORS.md) for the full list.
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## What's New in v2.9.1
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Contributors who shaped the release itself:
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**Auto-save to ~/Documents/Last30Days/.** Every run now saves the complete research briefing - synthesis, stats, and follow-up suggestions - as a topic-named `.md` file to your Documents folder. Build a personal research library without lifting a finger. Inspired by [@devin_explores](https://x.com/devin_explores) who was already doing this manually.
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- @Jah-yee (#153) surfaced the need for a real Codex CLI integration, which shipped in #219
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- @Cody-Coyote (#204) reported the marketplace validation bug that needed fixing before v3 could ship cleanly
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## Three Headline Features in v2.9
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- @dannyshmueli pushed for v3 and Codex family support publicly on X
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**1. ScrapeCreators Reddit as default.** One `SCRAPECREATORS_API_KEY` now covers Reddit, TikTok, and Instagram - three sources, one key. No more `OPENAI_API_KEY` required for Reddit search. Faster, more reliable, and simpler to configure.
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**2. Smart subreddit discovery.** Relevance-weighted scoring replaces pure frequency count. Each candidate subreddit is scored by `frequency x recency x topic-word match`, and a `UTILITY_SUBS` blocklist filters noise subs like r/tipofmytongue. Search "Claude Code skills" and get r/ClaudeAI, r/ClaudeCode, r/openclaw - not generic programming subs.
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**3. Top comments elevated.** The best comment on each Reddit thread now carries a 10% weight in engagement scoring and displays prominently with upvote counts. Reddit's value is in the comments - now the skill surfaces them.
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Plus: **Instagram Reels** (v2.8), **Polymarket prediction markets** (v2.5), **YouTube transcripts** (v2.1), **bundled X search** - no external CLI needed.
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## Beta Test Results (v2.9)
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| Topic | Time | Threads | Discovered Subreddits |
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|-------|------|---------|----------------------|
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| Claude Code skills | 77.1s | 99 | r/ClaudeAI, r/ClaudeCode, r/openclaw |
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| Kanye West | 71.7s | 84 | r/hiphopheads, r/NFCWestMemeWar, r/Kanye |
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| Anthropic odds | 68.0s | 65 | r/Anthropic, r/ClaudeAI, r/OpenAI |
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| Best rap songs lately | 68.9s | 114 | r/BestofRedditorUpdates, r/rap, r/TeenageRapFans |
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| Nano Banana Pro | 66.6s | 99 | r/GeminiAI, r/nanobanana2pro, r/macbookpro |
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## What's New
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## What's New
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### Added
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### Added
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- ScrapeCreators Reddit backend with keyword search and subreddit discovery
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- Smart subreddit discovery with relevance-weighted scoring
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- Intelligent pre-research brain resolving X handles, subreddits, TikTok hashtags, and YouTube channels before searching
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- Utility subreddit blocklist (`UTILITY_SUBS`)
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- Fun judge and Best Takes section scoring humor, wit, and virality
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- Top comment scoring (10% engagement weight) and prominent rendering
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- Cross-source cluster merging with entity-based overlap detection
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- Comment excerpts increased to 400 chars, insights raised to 10
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- Single-pass comparisons for "X vs Y" queries
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- GitHub as a first-class source with person-mode and project-mode
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- Perplexity Sonar Pro via OpenRouter (`INCLUDE_SOURCES=perplexity`)
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- Perplexity Deep Research (`--deep-research` flag)
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- Parallel AI grounding backend (`--web-backend parallel`)
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- OpenRouter as a reasoning provider (auto-detected after Gemini / OpenAI / xAI)
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- Per-author cap (max 3 items per author)
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- Entity disambiguation trusting resolved handles over keyword matches
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- OpenAI Codex CLI integration via `.agents/skills/last30days/SKILL.md` and `.codex-plugin/plugin.json`
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- ELI5 mode
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### Changed
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### Changed
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- `primaryEnv` → `SCRAPECREATORS_API_KEY` (one key for Reddit, TikTok, Instagram)
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- Reddit engagement scoring: `0.55/0.40/0.05` → `0.50/0.35/0.05/0.10`
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- YouTube transcript candidate pool widened 3x to reach talk and review content with captions
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- SKILL.md synthesis instructions emphasize quoting top comments
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- Reddit comment enrichment sorted by total engagement (upvotes + comments), not just upvotes
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- Polymarket display shows % odds only, dollar volumes removed
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- 852 tests passing
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### Fixed
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### Fixed
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- Utility sub noise in subreddit discovery
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- Reddit no longer requires `OPENAI_API_KEY`
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## New Contributors
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- Marketplace validation: duplicate `name: last30days` collision in `skills/last30days/SKILL.md` that caused strict validators to reject the plugin. Resolved by renaming the internal v3 architecture spec to `last30days-v3-spec` in #214
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- Stale README link to the deleted `skills/last30days-v3/` path from the v3 directory rename. Fixed in #214
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- @JosephOIbrahim -- Windows Unicode fix ([#17](https://github.com/mvanhorn/last30days-skill/pull/17))
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- Codex CLI discovery: added the real `.agents/skills/last30days/SKILL.md` (regular file, not a symlink, since Codex's loader skips symlinked files) and `.codex-plugin/plugin.json` namespace marker in #219
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- @levineam -- Model fallback for unverified orgs ([#16](https://github.com/mvanhorn/last30days-skill/pull/16))
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- @jonthebeef -- `--days=N` configurable lookback ([#18](https://github.com/mvanhorn/last30days-skill/pull/18))
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## Credits
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## Credits
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- [@steipete](https://github.com/steipete) -- Bird CLI (vendored X search) and yt-dlp/summarize inspiration for YouTube transcripts
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- [@steipete](https://github.com/steipete) for Bird CLI (vendored X search) and yt-dlp/summarize inspiration for YouTube transcripts
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- [@galligan](https://github.com/galligan) -- Marketplace plugin inspiration
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- [@galligan](https://github.com/galligan) for marketplace plugin inspiration
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- [@hutchins](https://x.com/hutchins) -- Pushed for YouTube feature
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- [@hutchins](https://x.com/hutchins) for pushing the YouTube feature
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## Install
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30 days of research. 30 seconds of work. Thirteen sources. Zero stale prompts.
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```bash
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# Claude Code
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git clone https://github.com/mvanhorn/last30days-skill.git ~/.claude/skills/last30days
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# Codex CLI
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git clone https://github.com/mvanhorn/last30days-skill.git ~/.agents/skills/last30days
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```
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30 days of research. 30 seconds of work. Eight sources. Zero stale prompts.
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Matt Van Horn