research

Plugin research from marketplace sidds-claude-plugins in siddvoh/sidds-claude-plugins. Commands read from the repo's manifest — 1 month ago.

Skills (6)

• ai-analysis

  Use whenever the user is doing research, benchmarks, or comparisons that involve TWO OR MORE AI models, agents, or LLMs (closed or open source). Enforces experimental parity across model tier, sampling configuration (temperature, max_tokens, reasoning effort, system prompt, seed), and cost transpare

• citation-check

  Use whenever the user is writing, reviewing, or editing research that contains citations to academic papers, preprints, books, or technical reports. Verifies (1) the cited work actually exists, (2) the metadata (authors, title, year, venue) is accurate, and (3) every claim attributed to a cited work

• lit-review

  Use when the user wants a literature search across multiple sources for a research question, NOT for summarizing a single known paper (that's paper-summarizer). Performs multi-pass search across arxiv, OpenAlex, and Semantic Scholar, deduplicates results, runs every candidate through citation-check

• paper-summarizer

  Use whenever the user wants a structured summary of a specific academic paper (arxiv preprint, DOI-resolved publication, technical report, or local PDF). Produces a fixed-schema summary covering claim, evidence, methodology, limitations, and replication effort, with EVERY extracted point grounded li

• pre-submission-check

  Use when Sidd is about to submit, share, or publish a research artifact (paper, report, blog post, thesis chapter, slides) and wants a final integrity sweep. Orchestrates citation-check, replication-pack, and a structured manuscript audit, blocking on any unresolved issue. Activates on phrases like

• replication-pack

  Use when the user wants to package a completed AI experiment (an ai-analysis run) into a self-contained, shareable, reproducible bundle. Produces a deterministic .zip containing every prompt, parameter, raw API call, response, thinking trace, cost log, and environment snapshot needed to replicate th

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