research-to-claims

name	research-to-claims
description	Use when converting verified sources and paper notes into grounded claims and a timeline.

Research To Claims

Inputs

• research/sources.jsonl
• research/paper_notes.md
• Local paper excerpts or structured notes
• Topic scope and platform intent

Outputs

• research/claims.json
• research/timeline.json
• Claim coverage warnings
• Source-to-claim traceability notes

Allowed Actions

• Extract concise claims from sources and paper notes.
• Attach valid source_ids to each claim and timeline event.
• Separate primary-source facts from interpretation or commentary.
• Flag unsupported, ambiguous, duplicated, or out-of-scope claims.
• Classify modern-model examples as paper_fact, open_model_evidence, product_context, proprietary_unspecified, analogy, or inference when the episode uses them to motivate an engineering point.
• Preserve the boundary between public implementation evidence and product context. For example, a public model doc can support a RoPE/Partial RoPE claim; a proprietary product context cannot prove its internal positional encoding.

Forbidden Actions

• Do not allow key facts into final scripts without source support.
• Do not invent source IDs or reuse IDs for unrelated evidence.
• Do not write final voiceover, storyboard, captions, or video renders.
• Do not upgrade uncertain interpretation into verified fact.
• Do not let a closed-source model implementation claim pass as sourced evidence unless the source explicitly states that implementation detail.