This one walks through your feature spec and asks up to five targeted questions to nail down the fuzzy parts before you start planning. It scans for ambiguity across ten categories like data models, error handling, performance targets, and security assumptions, then prioritizes what actually matters for implementation. Questions are multiple choice or short answer, and it recommends a best practice option for each based on the context. Answers get encoded back into a Clarifications section in your spec file. Run it after speckit-specify but before speckit-plan. The interactive loop keeps you from drowning in premature detail while catching the gaps that cause rework later.
1backward-traceabilitylingzhi227/agent-research-skillsMake every number in the final PDF traceable to the exact code line that produced it. Uses \hypertarget/\hyperlink LaTeX commands and \num{formula} evaluated at2.3Kskills.sh installs
2napkingithub/awesome-copilotVisual whiteboard collaboration for Copilot CLI. Creates an interactive whiteboard that opens in your browser — draw, sketch, add sticky notes, then share every2.3Kskills.sh installs
3statsmodelsk-dense-ai/scientific-agent-skillsStatistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and infere2.3Kskills.sh installs
4cloud-design-patternsgithub/awesome-copilotCloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security, and depl2.3Kskills.sh installs
5figma-generate-diagramfigma/mcp-server-guideMANDATORY prerequisite — load this skill BEFORE every `generate_diagram` tool call. NEVER call `generate_diagram` directly without loading this skill first. Tri2.2Kskills.sh installs
6frontend-testing-best-practicessergiodxa/agent-skillsTesting best practices for the frontend. Emphasizes E2E tests over unit tests, minimal mocking, and testing behavior over implementation details. Use when writi2.2Kskills.sh installs