research-workspace

Plugin research-workspace from marketplace ai-research-skills in WenyuChiou/ai-research-skills. Commands read from the repo's manifest — today.

Skills (13)

• research-hub

  Use research-hub to operate Zotero, Obsidian, and NotebookLM research workflows through CLI, MCP, REST, and dashboard. Trigger when the user asks to find papers, ingest sources, organize a literature review, build Obsidian research notes, upload sources to NotebookLM, inspect clusters, generate AI b

• gap-to-topic

  Turn a research area into a go/no-go decision dossier for candidate thesis/proposal topics (zero or multiple justified options) — a 3-gate verdict (is the gap open? is it a contribution? is it feasible?) with the evidence laid out so the researcher can verify it. Use when the user asks "is this gap

• literature-triage-matrix

  Turn a list of papers (Zotero collection, Obsidian cluster, manual list) into a compact comparison matrix written to .research/literature_matrix.md, instead of generic per-paper summaries. Use when the user asks to \"make a literature matrix\", \"compare these papers by method/data/limitations\", or

• notebooklm-brief-verifier

  Compare a downloaded NotebookLM brief against the source bundle research-hub uploaded, and report missed sources, unsupported claims, contradictions, and recommended follow-up prompts. Use when the user asks to "verify this NotebookLM brief", "check if the brief missed anything", or "compare downloa

• paper-memory-builder

  Convert a paper draft + figures + Zotero metadata into reusable .paper/claims.yml and .paper/figures.yml files so the academic-writing-skills skill can do writing, revision, and audit passes without re-reading the manuscript every time. Use when the user asks to "build paper memory", "extract claims

• paper-summarize

  Summarize individual cited papers at their actual reading depth: why the work was done, its objective, methods, results, conclusions, key points and limitations, with located source evidence. For full-text requests use the native-host reading route without requiring Hub or a vault. The existing rese

• research-context-compressor

  Inspect a research repository and write a compact `.research/` workspace manifest (project_manifest.yml, experiment_matrix.yml, data_dictionary.yml) so future AI sessions can orient themselves without rescanning the whole repo. Use when the user asks to "compress this project context", "create a res

• research-design-helper

  Guide a researcher through 5 Socratic segments — research question sharpening, expected mechanism, identifiability check, validation plan, risk register — and produce `.research/design_brief.md`. Use when the user asks to "frame this research question", "design my study", "help me think through what

• research-hub-multi-ai

  Research-domain router that writes `.coord/multi_ai_plan.md` when one round needs two or more bounded delegates and touches `.research/`, `.paper/`, Zotero, Obsidian, or NotebookLM artifacts. Supported leaves are `codex-delegate` and `antigravity-delegate`; long-context, CJK, judgment, and review wo

• research-hub

  Operate research-hub workflows for local source metadata, literature discovery, optional Zotero/Obsidian/NotebookLM ingest, dashboard inspection, and vault maintenance. Use when the user asks to find papers and organize them, save native research to Hub, build a knowledge base, ingest a folder of PD

• research-project-orienter

  Read the .research/ manifest files at a project root and produce a single orientation memo (research question, datasets, current stage, key entrypoints, evidence artifacts, open questions). Use when the user asks to "orient me in this project", "what is this repo about", or "build a context map for

• research-workflow-orchestrator

  Run a resumable end-to-end research workflow that automates low-risk work, pauses at explicit human decision gates, records provenance, and routes each stage to the appropriate research-hub skill or MCP tool.

• zotero-library-curator

  Audit and curate a Zotero library — find duplicate DOIs, orphan items missing required tags, propose collection rebinds, identify bloated or under-used collections, generate tag hygiene reports, emit preview-only cleanup plans. Use when the user asks to "audit Zotero", "find duplicates", "tag hygien

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