# Collector Hand Skill

Expert knowledge for AI intelligence collection, OSINT methodology, entity extraction...

- Repository: https://github.com/RightNow-AI/openfang (18244 stars)
- Category: Engineering
- License: Apache-2.0
- Last updated: 2026-07-02
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add RightNow-AI/openfang --skill collector-hand-skill -g -a claude-code -y`
Codex: `npx skills add RightNow-AI/openfang --skill collector-hand-skill -g -a codex -y`
Cursor: `npx skills add RightNow-AI/openfang --skill collector-hand-skill -g -a cursor -y`
Gemini CLI: `npx skills add RightNow-AI/openfang --skill collector-hand-skill -g -a gemini-cli -y`

## Description

Expert knowledge for AI intelligence collection, OSINT methodology, entity extraction, knowledge graphs, change detection, and sentiment analysis

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# Intelligence Collection Expert Knowledge

## OSINT Methodology

### Collection Cycle
1. **Planning**: Define target, scope, and collection requirements
2. **Collection**: Gather raw data from open sources
3. **Processing**: Extract entities, relationships, and data points
4. **Analysis**: Synthesize findings, identify patterns, detect changes
5. **Dissemination**: Generate reports, alerts, and updates
6. **Feedback**: Refine queries based on what worked and what didn't

### Source Categories (by reliability)
| Tier | Source Type | Reliability | Examples |
|------|-----------|-------------|---------|
| 1 | Official/Primary | Very High | Company filings, government data, press releases |
| 2 | Institutional | High | News agencies (Reuters, AP), research institutions |
| 3 | Professional | Medium-High | Industry publications, analyst reports, expert blogs |
| 4 | Community | Medium | Forums, social media, review sites |
| 5 | Anonymous/Unverified | Low | Anonymous posts, rumors, unattributed claims |

### Search Query Construction by Focus Area

**Market Intelligence**:
```
"[target] market share"
"[target] industry report [year]"
"[target] TAM SAM SOM"
"[target] growth rate"
"[target] market analysis"
"[target industry] trends [year]"
```

**Business Intelligence**:
```
"[company] revenue" OR "[company] earnings"
"[company] CEO" OR "[company] leadership team"
"[company] strategy" OR "[company] roadmap"
"[company] partnerships" OR "[company] acquisition"
"[company] annual report" OR "[company] 10-K"
site:sec.gov "[company]"
```

**Competitor Analysis**:
```
"[company] vs [competitor]"
"[company] alternative"
"[company] review" OR "[company] comparison"
"[company] pricing" site:g2.com OR site:capterra.com
"[company] customer reviews" site:trustpilot.com
"switch from [company] to"
```

The rest: https://github.com/RightNow-AI/openfang/blob/HEAD/crates/openfang-hands/bundled/collector/SKILL.md