kb-links
The kb-links command repairs and strengthens existing wikilinks across canonical knowledge base notes in designated directories like Sources, Knowledge, and Experiments without creating unnecessary new notes. Use this when internal cross-references need fixing or linking before running downstream commands like kb-sync or kb-lint.
mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/Galaxy-Dawn/claude-scholar/HEAD/commands/kb-links.md -o ~/.claude/commands/kb-links.mdkb-links.md
# /kb-links Use `obsidian-kb-artifacts` for standalone wikilink repair. Default surfaces: - `Sources/` - `Knowledge/` - `Experiments/` - `Results/` - `Writing/` - `00-Hub.md` - `01-Plan.md` - `02-Index.md` Rules: - repair links inside existing canonical notes first - do not create new notes just to satisfy a weak connection - after substantial link repair, run `/kb-sync` or `/kb-lint` - only touch `Maps/` when the user explicitly wants artifact updates
Expert code review specialist. Proactively reviews code for quality, security, and maintainability. Use immediately after writing or modifying code. MUST BE USED for all code changes.
Use this agent when the user provides a Kaggle competition URL or asks to learn from Kaggle winning solutions. Examples:
Use this agent when the user asks to "conduct literature review", "search for papers", "analyze research papers", "identify research gaps", "review related work", or mentions starting a research project. This agent integrates with Zotero for automated paper collection, organization, and full-text analysis. Examples:
Use this agent when the user provides a research paper (PDF/DOCX/arXiv link) or asks to learn writing patterns from papers, extract venue-specific writing signals, study paper structure, or mine rebuttal strategies. The agent writes extracted knowledge into the active installed paper-miner writing memory for ml-paper-writing. It does not maintain project-specific writing memory.
Use this agent when the user asks to "write rebuttal", "respond to reviewers", "analyze review comments", or needs help with academic paper review response. This agent specializes in systematic rebuttal writing with professional tone and structured responses.
Test-driven development guide for writing tests first, implementing the smallest passing change, and keeping verification tight. Use when the user explicitly wants TDD or when a task should be driven by failing tests before code.
Run a blocker-first post-experiment workflow: validate evidence, produce strict statistical analysis when possible, and generate a decision-oriented results report only when the analysis bundle is sufficient. Uses results-analysis + results-report as a gated two-stage workflow.
Commit changes following Conventional Commits format (local only, no push).