Research Lookup
Compile current scholarly evidence for a scientific manuscript or research brief.
Install
npx skills add K-Dense-AI/claude-scientific-writer --skill research-lookup -g -a claude-code -y- Repository
- K-Dense-AI/claude-scientific-writer2.5k
- Category
- Data and ML
- Updated
- 5d ago
- License
- MIT license
- Context cost
- Mediumabout 3,000 tokens
- Runs scripts
- Yes, review before use
What it does
Compile current scholarly evidence for a scientific manuscript or research brief. Use when the user explicitly asks to gather literature, references, background evidence, competing findings, or a manuscript research packet. Uses Parallel Search by default, Parallel Extract for source verification, Parallel Research for explicitly deep/exhaustive work, optional explicit Parallel Chat, and optional Perplexity only when requested or allowed as a failure fallback.
Research Lookup
Compile the external evidence needed to plan and write a high-quality scientific manuscript. The default academic workflow targets 60 verified, unique references and produces a manuscript-ready research packet rather than a loose list of links.
Scope and boundaries
Use this skill when the user explicitly wants:
- literature and background research for a manuscript
- many high-quality academic references
- evidence supporting or contradicting a scientific claim
- a structured evidence matrix or claim-to-source map
- current studies, methods precedent, mechanisms, limitations, or research gaps
Do not activate it for casual factual questions that do not need research, private or unpublished material, or a claim that can be answered from user-provided files. Query text is sent to Parallel. It is sent to OpenRouter only when Perplexity is explicitly selected or the user enables that fallback.
This skill compiles external evidence. It cannot supply the user's unpublished
study data, decide what their Results show, or guarantee systematic-review
completeness. For a PRISMA-style systematic review, use literature-review for
protocols, database-specific searching, screening, exclusion reasons, and risk of
bias.
Parallel-first routing
| Need | Backend | Selection |
|---|---|---|
| Manuscript literature and references | Parallel Search + Extract | Default; use --academic |
| Fast bounded web lookup | Parallel Search | Use --no-academic |
| Deep/exhaustive multi-source report | Parallel Research | Explicit --force-backend research |
| OpenAI-compatible synthesis with research basis | Parallel Chat | Explicit --force-backend chat |
| Optional alternative academic search | Perplexity via OpenRouter | Explicit or enabled failure fallback |
Important compatibility behavior:
