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truenas: v1.0.0 (new to repo) — workspace-context-organization, youtube-content: add version field — ecosystem-surveillance: v1.1.0 sync

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Hermes Agent
2026-07-05 17:30:28 -05:00
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ecosystem-surveillance/SKILL.md
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---
name: ecosystem-surveillance
description: Multi-platform ecosystem research and surveillance using searxng as primary search, supplemented by GitHub API, site-specific APIs, and direct page fetches. Deduplicates against Qdrant vectors and produces structured markdown research artifacts.
version: 1.0.0
version: 1.1.0
category: research
author: hermes
---
# Ecosystem Surveillance Research
Trigger: user issues "fringe research" or requests systematic, multi-platform ecosystem surveillance across Reddit, GitHub, Twitter/X, DuckDuckGo, and arXiv. They expect comprehensive coverage, deduplication against existing Qdrant vectors, and a structured markdown research artifact as output.
Trigger: user issues "fringe research", "deep research", "deep dive", or any request for exhaustive, multi-source investigation (phone numbers, people, companies, technologies, markets, etc.). They expect comprehensive coverage — multiple search angles, trail-following, scraping of result pages, no quitting on empty results. Deduplication against existing Qdrant vectors and a structured markdown research artifact as output.
**"Deep research" is NOT a casual lookup.** It means: try every angle, scrape result pages, follow links, cross-reference, and persist through empty results. The user does not care how long it takes. Never stop after 2-3 searches — that's a casual lookup, not deep research.
## Core Search Strategy
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4. **Narrow queries beat broad ones**: `"RTX 4090 mining profitability 2025"` returns better results than `"GPU crypto"`.
5. **Browser tools are slow**: For plain-text endpoints (`.md`, `.txt`, `.json`, raw GitHub), prefer `curl` in terminal. Use `browser_navigate` only for interactive JS-heavy pages.
6. **Verify from multiple sources**: Mining profitability numbers, prices, and difficulty change constantly. Cross-reference whattomine.com, 2cryptocalc.com, and nicehash.com before presenting a figure as current.
7. **Empty results are NOT a stop signal**: When a search returns nothing, that's the START of deep research, not the end. Try: different query formulations, different search engines, phone lookup sites, reverse directories, social media searches, WHOIS, cached pages, archive.org. The user said "deep research" — they expect persistence through empty results. Stopping after 2-3 searches is a casual lookup, not deep research.
8. **Recognize the trigger immediately**: "deep research", "deep dive", "fringe research" — these are NOT casual lookups. Load this skill on first sight of those phrases. Do not treat them as one-off web searches.
## References