synaptiai/synapti-marketplace

Use before workflow execution to discover available agents, skills, and quality commands in the project environment. Use when adapting gh-workflow commands to project-specific tooling.

Use when researching a specific pillar and need to create traceable evidence objects. Guides creation of YAML evidence files with semantic IDs, confidence scores, and assumptions.

Use when asked for "deep research", "thorough analysis", "comprehensive report", "investigate", "due diligence", or when multiple sources are needed to answer complex questions. Produces well-sourced research reports through iterative refinement.

Use when generating PRD and architecture documents that must trace back to explicit decisions. Enforces citation requirements so no spec content exists without DEC-* references.

Use when starting a new product development project that needs traceable evidence and explicit decisions. Creates workspace structure from a project brief.

Use when transforming synthesis insights into explicit decisions with documented trade-offs. Guides interactive decision-making and risk identification.

Use when asked to analyze content for manipulation, propaganda, disinformation patterns, or when user provides a URL or text asking "is this manipulative?", "analyze this for bias", "check for propaganda", or similar requests. Detects emotional manipulation, suspicious timing, uniform messaging, tribal division, and missing information across 20 categories.

Use when evidence collection is complete for a pillar and need to extract actionable insights. Transforms raw evidence into structured synthesis with patterns and contradictions identified.