guided-ooda-loop
Universal pattern for structured LLM interaction managing finite context windows through phased progression (Observe-Orient-Decide-Act). Use when the user has a complex problem, wants to design/build/create something (software, strategy, document, process), or uses phrases like "I have an idea for...", "help me design...", "guide me through...", or mentions OODA, RPI, or PDD. Reduces hallucinations through structured interaction.
sdd-plan
Plan-first development methodology that creates detailed specifications before coding. Creates structured plans with phases, file-level details, and verification steps. Includes automatic AI review, modification application, and validation.
mvv-synthesis
Synthesize Mission, Vision, Values from ontological analysis output
ontological-analysis
Analyze repository through 8 philosophical dimensions for MVV extraction
sequential-thinking
순차적 사고, 분석, 문제 해결, 복잡한 문제, 단계별 분석 - Use when solving complex problems. Systematic thinking workflow using Sequential Thinking MCP for multi-step analysis, trade-off evaluation, and architectural decisions.
brainstorming
브레인스토밍, 아이디어, 기획, 구상, 아이디어회의 - You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
critical-thinking
Proactively challenge implementation plans, architecture decisions, and design assumptions. Use when reviewing plans, designs, or technical decisions. Verifies claims via web search, cross-references documentation, identifies risks and gaps, and surfaces hidden assumptions. Activates automatically when evaluating technical proposals.
ideate
Use when the user has an idea to brainstorm, wants to design a feature, needs help refining a concept, says "let's ideate", or describes a vague project needing structure. Guides structured brainstorming to produce a clear feature description ready for speckit.
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
research-after-failure
Use after 2 consecutive failed attempts at solving a problem - STOP guessing and research documentation, codebase, and online resources before resuming
no-deferred-work
Use during all development - no TODOs, no FIXMEs, no "we'll add this later"; do it now or get explicit deferral permission
brainstorming
Use before any creative work - creating features, building components, adding functionality, or modifying behavior
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
kaizen
Use when Code implementation and refactoring, architecturing or designing systems, process and workflow improvements, error handling and validation. Provide tehniquest to avoid over-engineering and apply iterative improvements.
qms-audit-expert
Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit expertise, audit program management, nonconformity identification, and corrective action verification. Use for internal audit planning, external audit preparation, audit execution, and audit follow-up activities.
scientific-critical-thinking
Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims.
constitutional-ai
Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF (RL from AI Feedback). Use for safety alignment, reducing harmful outputs without human labels. Powers Claude's safety system.
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Page 1 of 16 · 272 results