Sopaper Evidence
Evidence-first research workflow for evidence discovery, source verification, and citation grounding. Use when the task requires searching, verifying, and or...
Equip your agent with Sulcus — thermodynamic memory with a knowledge graph. Full SIU pipeline: SIVU (quality gate) → SICU (classifier) → SILU (entity extraction) → SIRU (adaptive recall). Apache AGE knowledge graph. Multi-signal recall with learned scoring weights. Interaction-based decay. Reactive triggers. Guardrails (output + tool guard). Session-scoped memory. Temporal supersession.
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Install skill "openclaw-sulcus-skill" with this command: npx skills add digitalforgeca/skillsmp-digitalforgeca-digitalforgeca-openclaw-sulcus-skill
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Evidence-first research workflow for evidence discovery, source verification, and citation grounding. Use when the task requires searching, verifying, and or...
AI-powered web search via Parallel API. Returns ranked results with LLM-optimized excerpts. Use for up-to-date research, fact-checking, and domain-scoped sea...
Continuously track the web for changes via the Parallel Monitor API. Creates a recurring research task that runs on a cadence and emits events on change — wi...
Deep multi-source research via Parallel API. Use when user explicitly asks for thorough research, comprehensive analysis, or investigation of a topic. For qu...