dinglebear-ai/axon

using-axon

Use Axon for RAG, web search, source indexing, extraction, memory, and grounded answers over indexed docs, repos, feeds, or web content.

cli

Route web search, source indexing, extraction, RAG, jobs, and watch tasks through the local Axon CLI.

company-directories

Use when extracting structured company lists from public or authorized directories into JSON, CSV, CRM-ready lists, or research tables.

crawl

Use Axon site-scope source indexing to capture many pages from a site or scoped documentation section.

download

Save website or documentation content locally with Axon map, scrape, site-scope source indexing, output-dir, and screenshots.

extract

Use Axon extract for schema-shaped, LLM-assisted structured extraction from one or more URLs.

knowledge-base

Use when crawling docs, ingesting source families, building or refreshing a Qdrant-backed RAG corpus, capturing docs sections, or producing LLM-ready markdown.

knowledge-ingest

Use when indexing docs portals where Axon Chrome rendering, capture-time automation scripts, or host browser-assisted URL discovery are needed.

lead-gen

Use when generating CRM-ready lead lists from public or authorized sources with axon search, research, scrape, map, or extraction.

map

Use Axon map to discover URLs on a site before scraping, crawling, or extracting.

market-research

Use for informational market, industry, company, earnings, or public financial research with Axon, not personalized investment advice.

monitor

Use Axon source watches and job monitoring to track recurring source changes and observe durable job activity.

qa

QA test a live website with Axon discovery/content evidence plus browser automation when interaction is required. Use when the user wants exploratory QA, form testing, navigation/link checks, responsive checks, performance observations, bug reports, or a…

research-papers

Use when the user wants a literature review, paper summary, research landscape, or sourced synthesis from papers, reports, abstracts, or converted PDFs.

scrape

Use Axon scrape to turn one or more known URLs into markdown, HTML, JSON, or saved artifacts.

seo-audit

Use when auditing SEO with axon map, scrape, search, rendered checks, metadata review, sitemap/site analysis, SERP comparison, or scraped-page findings.

rag-synthesize

RAG synthesis prompt for axon ask — source-grounded, depth-adaptive, injection-hardened. Loaded at runtime by src/vector/ops/commands/ask/synthesis_prompt.rs.

website-design-clone

Use when the user wants an agent-ready DESIGN.md derived from a site's observable visual language using Axon brand, scrape, and screenshot evidence.

competitive-intel

Monitor competitor pricing, features, changelogs, dashboards, and product changes with Axon. Use for recurring competitive intelligence, pricing tier extraction, feature change tracking, or structured competitor alerts.

dashboard-reporting

Use when the user needs dashboard reporting from authorized browser-accessible pages; use external browser automation for login/UI interaction and Axon for public scrape/screenshot captures or exported artifacts.

deep-research

Use when the user explicitly needs a rigorous, cited, formal research report on a complex scientific, technical, policy, or market topic.

demo-walkthrough

Use when the user needs a product walkthrough from authorized browser automation, with Axon used for public page scrape/screenshot evidence or captured URLs.

lead-research

Produce pre-meeting lead intelligence briefs with Axon. Use when the user needs company research, person research, recent news, talking points, pain points, or outreach preparation before a sales call, partnership meeting, investor conversation, or customer…

search

Use Axon search and research to discover current web sources and queue bounded indexing when available.

shop

Use when the user wants Axon-backed product research, product comparisons, review synthesis, budget-aware recommendations, or cart preparation without checkout.

workflows

Route outcome-focused Axon requests only when no more specific bundled workflow skill is already selected.