A skill is a portable file you drop into Claude Code, Cursor, Windsurf, Copilot, or any AI coding assistant — and immediately gain a repeatable capability. Every skill in the Forge includes two things you won't find in a generic tutorial: why it works (the rationale — what makes this reliable and when to reach for it) and how it works (concrete steps and prompt patterns you can adapt to your own project).
Browse by category, download in the format your tool expects, and check the community compatibility notes before you commit. Built something worth sharing? Contribute it to the Forge.
Vector Index Health Check
Probe a vector index for near-duplicate embeddings, orphaned chunks, and stale source docs — the three silent killers of RAG quality.
Query Reformulation Expander
Expand a user query into 3-5 rewrites plus a HyDE-style synthetic passage, then aggregate retrieval results for measurably better recall.
Citation Neighborhood Walker
Given a seed paper, build a 2-hop citation graph and rank neighbors by relevance to a given thesis — a literature survey that's actually grounded.
Quote Attribution Verifier
Check every quoted sentence in a draft against the original source to catch misattribution and paraphrasing.
