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Research & Analysis Workflows

Skill pack
27 skills0 selected
skinnnyjaySkills in this pack

Index and routing for source-specific vault extractors (wiki-extract-). Use to pick which extractor or reference applies to a URL, file, or intent.

English

Search and download ebooks, papers, and documents from Anna's Archive into raw/. Requires ANNASARCHIVEKEY.

English

Extract Crunchbase company profiles, funding rounds, and investor data into raw/. Use for startup, investor, or market research.

English

Extract text from EPUB, MOBI, PDF, and AZW3 ebook files into raw/. Use when user has a local ebook or PDF to add to the vault.

English

Extract product listings, pricing, and auction data from Amazon, eBay, Etsy, Shopify into raw/. Use for product research or price tracking.

English

Extract GitHub repo README, issues, PRs, releases, and changelogs into raw/. Use when a GitHub URL is shared or tracking a project.

English

Extract LinkedIn profiles, jobs, and posts into raw/. Uses Firecrawl, archive.ph, Google cache, or manual export bypass hierarchy.

English

Extract Substack, Beehiiv, Ghost, Buttondown newsletter issues into raw/. Handles subscriber-only content via archives, RSS, and email.

English

Extract patent text, claims, and citations from Google Patents, Espacenet, USPTO into raw/. Use for IP and prior art research.

English

Bypass paywalls to get full article text into raw/. Uses Freedium, archive.ph, Wayback Machine, 12ft.io. Auto-invoked on 403/paywall.

English

Extract podcast episodes from RSS and transcribe via Whisper or AssemblyAI into raw/. Use for podcast URLs or episode links.

English

Extract YouTube transcripts, captions, and metadata into raw/. Uses yt-dlp or pytube. Supports audio transcription when no captions exist.

English

Orchestrate fetching a URL or research query into the vault using the best available adapter.

English

Cross-session memory for the vault — learn, recall, and review patterns, preferences, pitfalls, and next steps in llm-wiki/.agent-memory.md.

English

End-to-end vault workflow — status, research/fetch, raw prepare, wiki ingest, lint, build-site, validate — with optional user gates between stages.

English

Validate and clean raw/ markdown (HTML/PDF/OCR) with deterministic checks + LLM formatting. Records in preparation-log.jsonl, aligns with git prepare.

English

Research academic papers from arXiv, DOI, or Semantic Scholar and ingest into raw/academic/. Invoked by wiki-research for paper requests.

English

Multi-pass research — runs sub-skills in sequence, writes synthesis draft to outputs/, merges into wiki/ after review gate. For broad/complex topics.

English

Monitor RSS/Atom feeds or OPML lists and ingest recent items into raw/feeds/. Invoked by wiki-research for feed/newsletter research.

English

Batch research from research-tasks.json — fetch, ingest, wiki merge. Use when researchloop.enabled for automated passes (e.g. HN front page).

English

Research current events using Perplexity or news APIs and ingest into raw/news/. Invoked by wiki-research for recency-first queries.

English

Fetch Twitter/X threads, Hacker News discussions, or Reddit posts into raw/social/. Invoked by wiki-research for social/community content.

English

Fetch web URLs into raw/ using Firecrawl CLI/REST or stdlib fallback. Invoked by wiki-research for general web pages.

English

Vault retrospective — activity, source mix, topic coverage, health, open questions, and recommendations from logs, git, and wiki-lint.

English

Includes Wiki Extract, Wiki Extract Annas, Wiki Extract Crunchbase, and other workflows.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Pack stats

Skills27CategoryscienceStars0

What’s included

Wiki Extract

Index and routing for source-specific vault extractors (wiki-extract-). Use to pick which extractor or reference applies to a URL, file, or intent.

Wiki Extract Annas

Search and download ebooks, papers, and documents from Anna's Archive into raw/. Requires ANNASARCHIVEKEY.

Wiki Extract Crunchbase

Extract Crunchbase company profiles, funding rounds, and investor data into raw/. Use for startup, investor, or market research.

Wiki Extract Ebook

Extract text from EPUB, MOBI, PDF, and AZW3 ebook files into raw/. Use when user has a local ebook or PDF to add to the vault.

Wiki Extract Ecommerce

Extract product listings, pricing, and auction data from Amazon, eBay, Etsy, Shopify into raw/. Use for product research or price tracking.

Wiki Extract GitHub

Extract GitHub repo README, issues, PRs, releases, and changelogs into raw/. Use when a GitHub URL is shared or tracking a project.

Wiki Extract Linkedin

Extract LinkedIn profiles, jobs, and posts into raw/. Uses Firecrawl, archive.ph, Google cache, or manual export bypass hierarchy.

Wiki Extract Newsletter

Extract Substack, Beehiiv, Ghost, Buttondown newsletter issues into raw/. Handles subscriber-only content via archives, RSS, and email.

Wiki Extract Patents

Extract patent text, claims, and citations from Google Patents, Espacenet, USPTO into raw/. Use for IP and prior art research.

Wiki Extract Paywall

Bypass paywalls to get full article text into raw/. Uses Freedium, archive.ph, Wayback Machine, 12ft.io. Auto-invoked on 403/paywall.

Wiki Extract Podcast

Extract podcast episodes from RSS and transcribe via Whisper or AssemblyAI into raw/. Use for podcast URLs or episode links.

Wiki Extract Youtube

Extract YouTube transcripts, captions, and metadata into raw/. Uses yt-dlp or pytube. Supports audio transcription when no captions exist.

Wiki Fetch

Orchestrate fetching a URL or research query into the vault using the best available adapter.

Wiki Learn

Cross-session memory for the vault — learn, recall, and review patterns, preferences, pitfalls, and next steps in llm-wiki/.agent-memory.md.

Wiki Pipeline

End-to-end vault workflow — status, research/fetch, raw prepare, wiki ingest, lint, build-site, validate — with optional user gates between stages.

Wiki Raw Prepare

Validate and clean raw/ markdown (HTML/PDF/OCR) with deterministic checks + LLM formatting. Records in preparation-log.jsonl, aligns with git prepare.

Wiki Research Academic

Research academic papers from arXiv, DOI, or Semantic Scholar and ingest into raw/academic/. Invoked by wiki-research for paper requests.

Wiki Research Deep

Multi-pass research — runs sub-skills in sequence, writes synthesis draft to outputs/, merges into wiki/ after review gate. For broad/complex topics.

Wiki Research Feeds

Monitor RSS/Atom feeds or OPML lists and ingest recent items into raw/feeds/. Invoked by wiki-research for feed/newsletter research.

Wiki Research Loop

Batch research from research-tasks.json — fetch, ingest, wiki merge. Use when researchloop.enabled for automated passes (e.g. HN front page).

Wiki Research News

Research current events using Perplexity or news APIs and ingest into raw/news/. Invoked by wiki-research for recency-first queries.

Wiki Research Social

Fetch Twitter/X threads, Hacker News discussions, or Reddit posts into raw/social/. Invoked by wiki-research for social/community content.

Wiki Research Web

Fetch web URLs into raw/ using Firecrawl CLI/REST or stdlib fallback. Invoked by wiki-research for general web pages.

Wiki Retro

Vault retrospective — activity, source mix, topic coverage, health, open questions, and recommendations from logs, git, and wiki-lint.

Showing 24 of 27 skills. Use the list’s page controls above to explore the rest.

Quick start

  1. Choose your skills. Select individual skills above, or choose the entire pack.
  2. Copy the install prompt. Use Copy install prompt above the list.
  3. Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.

Try it with your agent

After installation, start with a request like:

Example request
Use the Wiki Extract skill to help with my task.
Ask me for the context you need before getting started.

Requirements & license

  • A coding agent that can access your project files and install skills.
  • Your agent checks each skill’s instructions, dependencies, and permissions during setup.
  • Reported license for the skills shown: MIT. The author’s terms apply.
Research & Analysis Workflows | Agent Skills Atlas