Claire Novotny
87 lines
4.6 KiB
Markdown
87 lines
4.6 KiB
Markdown
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, 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: install the repo as a local Codex marketplace/plugin. The plugin manifest lives at `.codex-plugin/plugin.json`, and the canonical skill payload is `skills/last30days/SKILL.md`.
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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 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. See [CONTRIBUTORS.md](CONTRIBUTORS.md) for the full list.
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Contributors who shaped the release itself:
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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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- @dannyshmueli pushed for v3 and Codex family support publicly on X
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Full Added / Changed / Fixed detail lives in [CHANGELOG.md](CHANGELOG.md) under `[3.0.0]`.
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## Earlier contributors
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From the v1 and v2 lineage:
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- [@galligan](https://github.com/galligan) for marketplace plugin inspiration
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- [@hutchins](https://x.com/hutchins) for pushing the YouTube feature
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30 days of research. 30 seconds of work. Thirteen sources. Zero stale prompts.
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