向量嵌入
向量检索与嵌入工作流
glean-tools-guide
gleanwork
Use when Glean MCP tools are available and you need guidance on which tool to use, how to format queries, or best practices for enterprise search. This skill provides tool selection logic and query optimization for Glean integrations. Auto-triggers when mcp__glean tools are being considered.
pdb-database
MooseGoose0701
Access RCSB PDB for 3D protein/nucleic acid structures. Search by text/sequence/structure, download coordinates (PDB/mmCIF), retrieve metadata, for structural biology and drug discovery.
project-awareness
gleanwork
Use when the user asks about project status, ownership, or context. Triggers on phrases like "status of X project", "who owns Y", "what's happening with Z", "project update", "where does the project stand", "what's the state of", "who's working on", or when needing quick project context without a full analysis.
enterprise-search
gleanwork
Use when the user asks about company documents, internal wikis, policies, specifications, design docs, RFCs, or enterprise knowledge. Triggers on phrases like "find the doc about", "what's our policy on", "where is the spec for", "company guidelines", "internal documentation", or when searching for information that would be in enterprise systems rather than the local codebase.
list-building
Zuttam
Build targeted lists of potential buyers from LinkedIn based on ICP criteria. Use when user wants to find prospects, build buyer lists, search LinkedIn for customers, or define their ideal buyer profile. Not for competitor research. Can be invoked with optional campaign_id and/or criteria (e.g., "campaign_fintech_q1 VP Engineering at Series B SaaS companies in SF").
people-property
Merit-Systems
Search for people and properties using Whitepages APIs via x402. USE FOR: - Finding people by name and location - Address lookups and verification - Property owner information - Background research (with legitimate purpose) TRIGGERS: - "find person", "lookup person", "who lives at" - "property owner", "property search", "address lookup" - "person at address", "contact info for" IMPORTANT: These endpoints contain personal information. Use responsibly and only for legitimate purposes. See rules/privacy.md for guidance. Both endpoints are $0.44 per call. IMPORTANT: Never guess endpoint paths. All paths follow the pattern https://enrichx402.com/api/{provider}/{action}. Use exact URLs from the Quick Reference table below or call x402.discover_api_endpoints first.
braindump
MohGanji
Persistent local memory for AI agents. Silently capture and retrieve context that survives beyond a single conversation: business requirements, API specs, integration quirks, technical decisions, user preferences, and domain knowledge. Use this skill proactively whenever you encounter information worth preserving or when context from past sessions would help the current task. Also triggered manually by "braindump this" (to store) or "use your brain" (to retrieve).
glossary
TakaGoto
"Look up RAG terminology and concepts"
sandbox
TakaGoto
"Spin up a minimal RAG pipeline instantly to experiment with"
benchmark
TakaGoto
"Benchmark your RAG pipeline's performance"
roadmap
TakaGoto
"View your learning progress and recommended next steps"
explain
TakaGoto
"Get a deep-dive explanation of any RAG concept"
triage
TakaGoto
"Not sure where to start or what's wrong? Get routed to the right agent or skill."
architecture
TakaGoto
"Design a RAG architecture for a specific use case"
fix
TakaGoto
"Diagnose and fix your RAG pipeline — skip the teaching, get to the answer"
break-it
TakaGoto
"Find the bug — learn RAG by debugging intentionally broken pipelines"
debug-rag
TakaGoto
"Diagnose and fix common RAG failure modes"
paper-review
TakaGoto
"Walk through a RAG research paper together"
start
TakaGoto
"Begin your RAG learning journey — assess your level and pick a learning path"
evaluate
TakaGoto
"Evaluate your RAG pipeline with metrics"
code-review
TakaGoto
"Get expert feedback on your RAG code"
readwise-search
edwinhu
Search Readwise highlights. Use when the user wants to find highlights, quotes, notes, or annotations from their reading library. Triggers on "search highlights", "find in readwise", "what did I highlight about", "my notes on".
visualizing-with-mermaid
rileyhilliard
Creates professional Mermaid diagrams with semantic styling and visual hierarchy. Use when creating flowcharts, sequence diagrams, state machines, class diagrams, or architecture visualizations.
managing-databases
rileyhilliard
Guides database architecture decisions for PostgreSQL, DuckDB, Parquet, PGVector, and Neo4j. Use when designing schemas, choosing storage strategies, optimizing queries, tuning maintenance, configuring vector search, modeling graph data, or diagnosing performance issues across OLTP, OLAP, similarity search, and graph workloads.