skills/33-Galaxy-Dawn-claude-scholar/skills/obsidian-project-bootstrap/SKILL.md
This skill should be used when the user asks to start a new research project, import an existing code-plus-Markdown repository into Obsidian, or bind the current repository to a compact research knowledge base for future syncing.
npx skillsauth add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research obsidian-project-bootstrapInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Bootstrap a project knowledge base for the current repository.
This is a supporting skill.
Use obsidian-project-memory as the main workflow authority. Use this skill only when a repository still needs its initial binding or rebuild.
obsidian-project-memory detects a research-project candidate but no existing binding.Resolve the vault path from one of:
OBSIDIAN_VAULT_PATH.python3 "${CLAUDE_PLUGIN_ROOT}/skills/obsidian-project-memory/scripts/project_kb.py" detect --cwd "$PWD"
python3 "${CLAUDE_PLUGIN_ROOT}/skills/obsidian-project-memory/scripts/project_kb.py" bootstrap --cwd "$PWD" --vault-path "$OBSIDIAN_VAULT_PATH"
.claude/project-memory/registry.yaml.claude/project-memory/<project_id>.mdResearch/{project-slug}/00-Hub.mdResearch/{project-slug}/01-Plan.mdResearch/{project-slug}/Knowledge/Source-Inventory.mdResearch/{project-slug}/Knowledge/Codebase-Overview.mdKnowledge/, Papers/, Experiments/, Results/, or Writing/,.git, .venv, node_modules, caches, checkpoints, binaries, and other heavy artifacts.00-Hub.md, 01-Plan.md, Knowledge/, Papers/, Experiments/, Results/, Writing/, Daily/, Archive/.python3 is unavailable in the current shell, use the system Python interpreter that can run project_kb.py and say so explicitly.references/BOOTSTRAP-RUNBOOK.md - preflight decisions, failure modes, and post-bootstrap verificationtools
Recommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a literature review — searching, reading, extracting, synthesizing, screening, citation-checking, and paper writing. Use when the user asks "what tool should I use to..." OR "install/run/use <tool> to ..." for research/lit-review work: automating a survey or related-work section, PDF→Markdown extraction for LLMs (MinerU/marker/docling), PRISMA / systematic review (ASReview), citation-backed Q&A over PDFs (PaperQA2), wiring papers into Claude/Cursor via MCP (arxiv/paper-search/zotero servers), or chatting with a Zotero library. Ships a launcher (scripts/litrun.py) that installs each tool in an isolated venv and runs it. Curated catalog of 70+ vetted projects. 支持中英文(用于「文献综述工具选型」与「一键安装/运行」)。
development
Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or another IDE. Use to choose and load the right vendored AERS skill for causal inference, econometrics, replication, data acquisition, manuscript writing, peer review and referee responses, citation checking, de-AIGC editing, or full empirical-paper workflows without reading the entire repository at once.
documentation
Use when the project collects primary data or runs a field, lab, or survey experiment, before the intervention begins — write the pre-analysis plan, size the sample from a power calculation, and register with the AEA RCT Registry. Apply after the design is chosen in aer-identification and before any outcome data are seen.
tools
Guide economists to authoritative data sources with explicit, confirmed data specifications before retrieval; interfaces with Playwright MCP to navigate portals and extract real data, not articles about data.