swarochish/journalism-toolkit
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The most comprehensive journalism AI system available as a Claude Code plugin. 30 specialized agents, 2 commands, and 1 analytical skill covering investigative reporting, fact-checking,...
概要
The most comprehensive journalism AI system available as a Claude Code plugin. 30 specialized agents, 2 commands, and 1 analytical skill covering investigative reporting, fact-checking, disinformation analysis, AI content detection, foreign news de-biasing, bot & troll detection, multimedia production, and content distribution. One command. Five journalism modes. From tip to publication. Modern journalism demands speed without sacrificing accuracy — verifying viral claims, detecting deepfakes, tracing disinformation networks, and producing multimedia content across platforms. Manual workflows can't keep up. - across investigative, forensic, multimedia, and distribution domains - organized in 5 tiers for systematic disinformation analysis - for full journalism workflows and dedicated disinformation investigations - routing queries automatically to the right specialist Investigative journalists, fact-checkers, newsroom editors, media analysts, and disinformation researchers.
README
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Journalism Toolkit for Claude Code
The most comprehensive journalism AI system available as a Claude Code plugin. 30 specialized agents, 2 commands, and 1 analytical skill covering investigative reporting, fact-checking, disinformation analysis, AI content detection, foreign news de-biasing, bot & troll detection, multimedia production, and content distribution.
One command. Five journalism modes. From tip to publication.
Table of Contents
- Why This Plugin?
- Domains Covered
- Installation
- Quick Start Commands
- How It Works
- What’s Inside
- Architecture
- Repository Structure
- Use Cases
- Contributing
- FAQ
- Legal Notice & Disclaimer
- License & Author
Why This Plugin?
Modern journalism demands speed without sacrificing accuracy — verifying viral claims, detecting deepfakes, tracing disinformation networks, and producing multimedia content across platforms. Manual workflows can’t keep up.
Four Key Components:
- 30 specialist agents across investigative, forensic, multimedia, and distribution domains
- 19 verification agents organized in 5 tiers for systematic disinformation analysis
- 2 slash commands for full journalism workflows and dedicated disinformation investigations
- Master orchestrator routing queries automatically to the right specialist
Target Users: Investigative journalists, fact-checkers, newsroom editors, media analysts, and disinformation researchers.
Domains Covered
| Domain | Coverage |
|---|---|
| Investigative Reporting | FOIA requests, document analysis, source development, legal review |
| Fact-Checking | Claim verification, source cross-referencing, evidence grading |
| Disinformation Analysis | Bot detection, narrative tracking, deepfake forensics, financial trails |
| AI Content Forensics | AI-generated text detection, click-farm content, stylometric fingerprinting |
| Foreign Media Analysis | Cross-language translation, PR-sanitization detection, state media patterns |
| Grassroots Intelligence | Human sincerity scoring, troll-army detection, grassroots willowing |
| Verification & Forensics | 19-agent pipeline: timeline analysis, platform tracking, bias assessment |
| Multimedia Production | Automated video (MoviePy, Whisper), data visualization (Plotly, Folium) |
推奨ツール
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インストール
npx skillfish add swarochish/journalism-toolkit