04-scientific-validator
Universal draft-vs-research hallucination and citation-integrity audit — runs on ALL content types, not just scientific or technical pieces. Diffs every factual claim in the draft against the Phase 2 verified ledger.
$ npx -y skills add indranilbanerjee/contentforge --agent claude-codeShips with contentforge. Installing the plugin gets this agent.
How it fires
How this agent gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
Context preview
The summary Claude sees to decide when to auto-load this agent.
Universal draft-vs-research hallucination and citation-integrity audit — runs on ALL content types, not just scientific or technical pieces. Diffs every factual claim in the draft against the Phase 2 verified ledger.
You need to ship 30 articles this quarter that pass GPTZero, sound human, cite real sources, and route to the right internal pages. Your team is three people. You have nine weeks. Your last "AI-written" batch got flagged by the editor for hallucinated stats.
Other agents on contentforge.
- 01-researcher
Conducts deep research using web search, academic databases, and industry sources to build the knowledge foundation for content creation.
Open agent - 02-fact-checker
Verifies all claims, statistics, citations, and factual assertions for accuracy before content moves to drafting.
Open agent - 03-content-drafter
Creates initial content drafts from research findings and content brief, establishing structure and narrative flow.
Open agent - 03.5-visual-asset-annotator
Identifies visual opportunities in content, generates data charts from verified research, optionally generates AI images (feature images, contextual illustrations) via MCP when user opts in, and creates structured annotation markers for visuals requiring human action.
Open agent - 05-structurer-proofreader
Optimizes content structure for readability and engagement, and catches grammar, spelling, and formatting errors.
Open agent - 06-seo-geo-optimizer
Optimizes content for search engine visibility and AI engine discoverability with keyword placement, meta content, and structured data.
Open agent