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Research topics via web search, fetch content, and file to inbox with provenance metadata. The first step for acquiring external knowledge. Chains into /seed and /pipeline for full processing. Supports multiple search engines and content types.
Passed 12 of 19 test cases with the skill, and 2 of 19 without it.
and 14 more in the full report
13 fixed3 passed either way10 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
I have a local file named 'Q1_Financial_Report.pdf' on my desktop. I want to ingest this specific file into the inbox with custom tag 'finance' without doing any web searching.
| Checked | Without skill | With skill |
|---|---|---|
| Directs the local document to /seed for ingestion instead of executing /learn. | Missed | Passed |
| Omits web search execution. | Passed | Passed |
The instructions your model reads when the skill loads.
Research topics via web search and ingest into the knowledge pipeline.
Acquire external knowledge on a topic. Search the web, evaluate results, fetch the most relevant content, convert it to markdown with provenance metadata, and hand it off to /seed for processing pipeline entry. This is how the knowledge base grows from external sources — every piece of acquired knowledge gets full provenance tracking.
# Research a topic
/learn "enterprise AI pricing models 2026"
# Research and auto-process through pipeline
/learn "HIPAA compliance for AI agents" --pipeline
# Research with specific sources
/learn "Monte Carlo tree search" --sources arxiv,wikipedia
# Research with result limit
/learn "competitor analysis SaaS pricing" --max 5
# Research and seed without full pipeline
/learn "Firecracker VM security model" --seed-only
# View learning history
/learn --history
| Flag | Type | Default | Description |
|---|---|---|---|
<query> | positional | required | Research query or topic |
--max | int | 5 | Maximum sources to fetch |
--sources | string[] | all | Limit to specific sources: web, arxiv, wikipedia, github, news |
--depth | enum | standard | quick (titles + snippets), standard (fetch + summarize), deep (fetch + full pipeline) |
--pipeline | flag | false | Auto-run through /pipeline after seeding |
--seed-only | flag | false | Seed but don't run pipeline |
test cases passed, vs 2 / 19 without
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