Discover Databases skills, compare source repositories and read the instructions for each workflow.
This skill should be used when the user asks to "bootstrap few-shot examples", "generate demonstrations", "use BootstrapFewShot", "optimize with limited data", "create training demos automatically", mentions "t...
This skill should be used when the user asks to "build a RAG pipeline", "create retrieval augmented generation", "use ColBERTv2 in DSPy", "set up a retriever in DSPy", mentions "RAG with DSPy", "context retriev...
This skill should be used when the user asks to "optimize a DSPy program", "use MIPROv2", "tune instructions and demos", "get best DSPy performance", "run Bayesian optimization", mentions "state-of-the-art DSPy...
Test Model Context Protocol (MCP) servers using the MCP Inspector CLI with correct syntax
Sensitive data patterns for security testing: API keys, credit cards, emails, SSNs, phone numbers, IPs, and more. Use for data discovery and validation.
Top password lists for authorized security testing: common passwords, darkweb leaks, worst passwords. Curated essentials (
Web shell samples for detection and analysis: PHP, ASP, ASPX, JSP, Python, Perl shells. Use for security research and detection system testing.
Top username lists for enumeration: common usernames, default credentials, names. Curated essentials for authorized testing.
Essential fuzzing payloads: SQL injection, command injection, special characters. Curated essentials for vulnerability testing.
Use picocom to interact with IoT device UART consoles for pentesting operations including device enumeration, vulnerability discovery, bootloader manipulation, and gaining root shells. Use when the user needs t...
Master product launch planning including launch types (soft, hard, tiered), launch strategies, launch timelines, cross-functional coordination, and launch execution. Use when planning product launches, coordina...
Master product launches, positioning, messaging, and GTM strategies. Use when planning launches, entering markets, or positioning products.
Problem and solution validation methodologies, assumption testing, and MVP validation experiments
Master product positioning and differentiation using April Dunford's framework for creating category-defining products. Use when launching new products, repositioning existing products, defining competitive str...
Master PRD templates including problem statements, success metrics, requirements, user stories, and technical considerations. Use when writing PRDs, documenting features, defining requirements, communicating pr...
Apply RICE, ICE, MoSCoW, Kano, and Value vs Effort frameworks. Use when prioritizing features, roadmap planning, or making trade-off decisions.
Master competitive analysis templates including competitor deep-dives, battle cards, feature comparison matrices, and win/loss analysis. Use when analyzing competitors, creating battle cards for sales, position...
Master user story templates including As-a/I-want/So-that format, acceptance criteria (Given-When-Then), story splitting, and INVEST criteria. Use when writing user stories, defining acceptance criteria, splitt...
Usability testing methodology, Nielsen's heuristics, and usability metrics for evaluating user interfaces
Master techniques for writing clear, complete product specifications and requirements documents (PRDs). Use when defining feature requirements, writing user stories, creating acceptance criteria, documenting AP...
Master frameworks for measuring, achieving, and maintaining product-market fit (PMF). Use when validating new products, assessing readiness to scale, diagnosing retention problems, planning market expansion, me...
Master user interviews including interview guide design, questioning techniques, active listening, probing, avoiding leading questions, and interview analysis. Use when conducting user interviews, designing int...
Master TAM/SAM/SOM calculations, market sizing methodologies, and validation frameworks. Use when assessing market opportunity, validating business viability, planning market entry, estimating revenue potential...
Master research synthesis including qualitative analysis, affinity diagramming, theme identification, pattern recognition, and insight extraction. Use when synthesizing research, analyzing interviews, identifyi...
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