# Research Queries Reusable search-query templates. Read during Step 3 of the parent SKILL.md. **Always append a date filter**: `after:` for web/Google, `since:` for X.com, `pushed:>=` / `updated:>=` for GitHub. --- ## Universal query patterns (apply to every tool) Substitute `` with the tool's canonical name. ### Web / Google - ` productivity workflow after:` - ` use case case study after:` - ` skill extension plugin after:` - ` vs 2026 after:` - ` release notes changelog 2026` - ` tutorial guide after:` ### X.com / Twitter - ` since: min_faves:50` - ` tip since: min_retweets:20` - ` workflow since:` - ` "ship" OR "built" since: min_faves:100` - `from: ` ### GitHub - `-skills pushed:>=` - `-extensions pushed:>=` - `-plugins pushed:>=` - `-rules pushed:>=` - `-mcp pushed:>=` - `awesome- pushed:>=` ### Reddit - `site:reddit.com/r/ after:` - Relevant subs: `r/ClaudeAI`, `r/cursor`, `r/ChatGPTCoding`, `r/Bard`, `r/OpenAI`, `r/LocalLLaMA`, `r/PromptEngineering` ### YouTube (transcripts via search) - ` tutorial 2026` - ` tips tricks 2026` --- ## Per-tool primary sources Start every research run here before going broad. ### Claude **Official / verified**: - [anthropic.com/news](https://anthropic.com/news) — product announcements - [docs.claude.com](https://docs.claude.com) — feature docs - [github.com/anthropics/skills](https://github.com/anthropics/skills) — official skill marketplace - [github.com/anthropics/claude-code](https://github.com/anthropics/claude-code) - [github.com/anthropics/courses](https://github.com/anthropics/courses) - [support.anthropic.com](https://support.anthropic.com) **Curation**: - [github.com/obra/superpowers](https://github.com/obra/superpowers) — the cross-tool SDLC skill pack - [github.com/ComposioHQ/awesome-claude-skills](https://github.com/ComposioHQ/awesome-claude-skills) - [github.com/travisvn/awesome-claude-skills](https://github.com/travisvn/awesome-claude-skills) - [github.com/BehiSecc/awesome-claude-skills](https://github.com/BehiSecc/awesome-claude-skills) - `gh skill` package manager **X.com handles to monitor**: - @AnthropicAI, @alexalbert__ (DevRel), @jxnlco, @swyx, @simonw --- ### Cursor **Official / verified**: - [cursor.com](https://cursor.com) — homepage, changelog, forum - [forum.cursor.com](https://forum.cursor.com) - [docs.cursor.com](https://docs.cursor.com) - [github.com/getcursor/cursor](https://github.com/getcursor/cursor) - [cursor.directory](https://cursor.directory) — rules/plugins/MCP directory **Curation**: - [github.com/PatrickJS/awesome-cursorrules](https://github.com/PatrickJS/awesome-cursorrules) - [github.com/cursor/plugins](https://github.com/cursor/plugins) - [ai-rules.dev](https://ai-rules.dev) **X.com handles**: - @cursor_ai, @amanrsanger, @srush_nlp, @mckaywrigley, @ericzakariasson --- ### Codex (OpenAI) **Official / verified**: - [openai.com/codex](https://openai.com/codex) - [github.com/openai/codex](https://github.com/openai/codex) - [github.com/openai/skills](https://github.com/openai/skills) — curated + experimental skills - [platform.openai.com/docs](https://platform.openai.com/docs) - [github.com/openai/codex-plugins](https://github.com/openai/codex-plugins) **Curation**: - [github.com/openai-cookbook](https://github.com/openai/openai-cookbook) - TokRepo curated Codex write-ups - The Prompt Shelf **X.com handles**: - @OpenAIDevs, @sama, @kevinweil, @npew, @stevenheidel --- ### Gemini (Google) **Official / verified**: - [ai.google.dev](https://ai.google.dev) - [gemini.google.com](https://gemini.google.com) - [github.com/google-gemini/gemini-cli](https://github.com/google-gemini/gemini-cli) - [github.com/gemini-cli-extensions](https://github.com/gemini-cli-extensions) — official extensions org - [aistudio.google.com](https://aistudio.google.com) - [developers.googleblog.com](https://developers.googleblog.com) - [notebooklm.google.com](https://notebooklm.google.com) **Curation**: - [github.com/Piebald-AI/awesome-gemini-cli-extensions](https://github.com/Piebald-AI/awesome-gemini-cli-extensions) - [geminicli.com/extensions](https://geminicli.com/extensions) **X.com handles**: - @GoogleDeepMind, @Google, @demishassabis, @OriolVinyalsML, @lmthang --- ### OpenClaw **Official / verified**: - [openclaw.ai](https://openclaw.ai) / [openclaw.im](https://openclaw.im) - [github.com/openclaw/openclaw](https://github.com/openclaw/openclaw) - [github.com/openclaw/clawhub](https://github.com/openclaw/clawhub) — the registry - [clawhub.ai](https://clawhub.ai) — registry web UI - [discord.gg/clawd](https://discord.gg/clawd) **Curation**: - [github.com/VoltAgent/awesome-openclaw-skills](https://github.com/VoltAgent/awesome-openclaw-skills) — 5,400+ filtered / 13,729+ total - [clawskills.sh](https://clawskills.sh) - [crewclaw.com](https://crewclaw.com) — visual agent generator - [openclawplaybook.ai](https://www.openclawplaybook.ai) **X.com handles**: - @steipete (creator — Peter Steinberger), @openclaw --- ## Per-persona source specializations Run these in addition to the tool-primary sources when researching a specific persona. ### PhD / research - [arxiv-sanity.com](https://arxiv-sanity.com) - [paperswithcode.com](https://paperswithcode.com) - r/MachineLearning, r/AskAcademia - LaTeX Stack Exchange ### Solopreneur - [indiehackers.com](https://indiehackers.com) - [latentspace.com](https://latentspace.com) (Substack) - r/indiehackers, r/SaaS, r/Entrepreneur ### Marketer / AEO / SEO - [searchengineland.com](https://searchengineland.com) - [hubspot.com/marketing](https://hubspot.com/marketing) - r/SEO, r/marketing ### Designer - [figma.com/community](https://figma.com/community) - [dribbble.com](https://dribbble.com) - [uxdesign.cc](https://uxdesign.cc) - r/UXDesign, r/UI_Design ### Video / creator - [tubefilter.com](https://tubefilter.com) - [colinandsamir.com](https://colinandsamir.com) - r/NewTubers, r/podcasting ### Developer - [news.ycombinator.com](https://news.ycombinator.com) — sort by past month - [dev.to](https://dev.to) - [thenewstack.io](https://thenewstack.io) - [pragmaticengineer.com](https://pragmaticengineer.com) - Changelog podcast ### PKM / student - [forum.obsidian.md](https://forum.obsidian.md) - r/ObsidianMD, r/Zettelkasten, r/GetStudying - [buildingasecondbrain.com](https://buildingasecondbrain.com) ### Sales / finance / ops - [salesforce.com/blog](https://salesforce.com/blog) - [hubspot.com/blog](https://hubspot.com/blog) - r/sales, r/smallbusiness, r/accounting --- ## Search query checklist per run For each tool, at minimum: ```text - [ ] Vendor changelog / release notes for research window - [ ] Official GitHub org — new repos or pushes > since_date - [ ] Awesome-list — diff since last run - [ ] X.com — 5+ power-user handles + generic tool query - [ ] Reddit — top posts past month in the tool's sub - [ ] HN — search "" past month - [ ] dev.to — past-month tag filter - [ ] Two persona-specialized sources relevant to the current research angle ``` If time-limited, prioritize: **vendor changelog → official GitHub → awesome-list → X.com power users**. Everything else is secondary. --- ## Dealing with stale / broken results If a canonical URL 404s during verification: 1. Try the Wayback Machine for the most recent live capture 2. Search for the canonical name + author to see if the repo moved 3. If it genuinely disappeared, mark the entry 🔴 Unverified or remove it from the new version of the file; add a line to the "Changes since last run" section noting the removal If a primary source (e.g., an awesome-list) hasn't been updated in the research window, still check it — absence of updates is itself a signal worth noting. --- ## Known power-user handles (X.com) — cross-tool Worth monitoring regardless of which tool is being researched: - @simonw — Simon Willison (LLM tools generalist) - @swyx — Shawn Wang (AI engineering) - @levelsio — Pieter Levels (solopreneur + vibe coding) - @mckaywrigley — McKay Wrigley (agentic coding) - @steipete — Peter Steinberger (OpenClaw creator) - @jxnlco — Jason Liu (AI engineering) - @svpino — Santiago Valdarrama (ML engineering) - @rauchg — Guillermo Rauch (Vercel + AI UX) - @_philschmid — Philipp Schmid (Google DeepMind) - @karpathy — Andrej Karpathy (AI foundations) - @charliermarsh — Charlie Marsh (Astral / Python + AI)