[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6C54VYGC72HVWQTSC3JP687":3,"skill-same:01M6C54VYGC72HVWQTSC3JP687":74},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":17,"publishedAt":38,"linkOnly":39,"markdownContent":40,"markdownBody":41,"frontMatter":42,"refName":43,"commitSha":44,"skillDirectory":45,"forksCount":46,"repositoryHtmlUrl":47,"repositoryHomepageUrl":6,"ownerHtmlUrl":48,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":49,"install":50,"resources":63},"01M6C54VYGC72HVWQTSC3JP687","hypernexus-workflows",null,"Multi-step orchestration workflows composing the 16 HyperNexus Desktop tools into repeatable patterns — memory-first task execution, tool discovery pipelines, knowledge graph building, session handoff, production runbook, and deep context harvesting. Use when the user wants to run a structured multi-step workflow, orchestrate HyperNexus tools together, set up a memory-driven task loop, build the knowledge graph incrementally, hand off session context cleanly, or execute a production runbook. Trigger on 'workflow', 'orchestrate', 'runbook', 'pipeline', 'multi-step', 'memory-first', 'knowledge graph build', 'session handoff', 'context harvest', or when a task spans memory recall + tool routing + persistence.","MDMAtk\u002FTormentNexus","MDMAtk","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F288684999?v=4","01M6C54H4AG0BYB3HTFA4C0CBJ","01M6C54H8146YDG94N9KWXV521",13,"AGPL-3.0","https:\u002F\u002Fgithub.com\u002FMDMAtk\u002FTormentNexus\u002Fblob\u002Fmain\u002Fintegrations\u002Fmimo\u002Fskills\u002Fhypernexus-workflows\u002FSKILL.md",[],[18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37],"hypernexus workflows","hypernexus","workflows","session handoff","up","use","session","tool","loop","knowledge","discovery","memory","execution","SET","runbook","pipeline","knowledge graph","orchestrate","workflow","orchestration","2026-11-10 10:12:30",false,"---\nname: hypernexus-workflows\ndescription: \"Multi-step orchestration workflows composing the 16 HyperNexus Desktop tools into repeatable patterns — memory-first task execution, tool discovery pipelines, knowledge graph building, session handoff, production runbook, and deep context harvesting. Use when the user wants to run a structured multi-step workflow, orchestrate HyperNexus tools together, set up a memory-driven task loop, build the knowledge graph incrementally, hand off session context cleanly, or execute a production runbook. Trigger on 'workflow', 'orchestrate', 'runbook', 'pipeline', 'multi-step', 'memory-first', 'knowledge graph build', 'session handoff', 'context harvest', or when a task spans memory recall + tool routing + persistence.\"\n---\n\n# HyperNexus Workflows — Orchestration Templates\n\nComposable multi-step workflows built from the 16 HyperNexus Desktop tools. Each workflow is a named pattern with clear entry criteria, tool sequence, and exit criteria.\n\n## Workflow 1: Memory-First Task Execution (MEM-FIRST)\n\n**When**: Starting any multi-step task or feature build.\n\n| Step | Tool | Purpose |\n|---|---|---|\n| 1 | `hypernexus_context_harvest` | Pull relevant L2 context for the task topic |\n| 2 | `hypernexus_search_memory` | Keyword search for prior decisions\u002Fgotchas |\n| 3 | `hypernexus_memory_vector_search` | Conceptual recall for nuanced context |\n| 4 | Execute the task | Do the work |\n| 5 | `hypernexus_add_fact` | Store decisions, gotchas, non-obvious findings |\n| 6 | `hypernexus_record_observation` | Record domain knowledge in the graph |\n\n**Exit criteria**: Facts stored for all non-obvious findings.\n\n## Workflow 2: Tool Discovery Pipeline (DISCOVER)\n\n**When**: You need a capability you don't have locally.\n\n| Step | Tool | Purpose |\n|---|---|---|\n| 1 | `hypernexus_tool_discover` | Broad capability search by intent |\n| 2 | `hypernexus_mcp_search` | Narrow search across 26k+ MCP tools |\n| 3 | `hypernexus_mcp_call` | Route the call through the kernel |\n| 4 | `hypernexus_add_fact` | Store what worked for future runs |\n\n**Exit criteria**: Tool found and called successfully.\n\n## Workflow 3: Knowledge Graph Building (GRAPH)\n\n**When**: Learning a new codebase, system, or domain.\n\n| Step | Tool | Purpose |\n|---|---|---|\n| 1 | `hypernexus_repomap` | Get repository map with symbol summaries |\n| 2 | `hypernexus_code_search` | Find key patterns and implementations |\n| 3 | `hypernexus_knowledge_graph` (add_entities) | Register discovered entities |\n| 4 | `hypernexus_knowledge_graph` (add_relations) | Wire entity relationships |\n| 5 | `hypernexus_record_observation` | Attach observations to entities |\n\n**Exit criteria**: Entities + relations + observations persisted.\n\n## Workflow 4: Session Handoff (HANDOFF)\n\n**When**: End of a work session or context switch.\n\n| Step | Tool | Purpose |\n|---|---|---|\n| 1 | `hypernexus_session_context` (get) | Read current goal\u002Fobjective |\n| 2 | `hypernexus_add_fact` | Store session summary |\n| 3 | `hypernexus_session_context` (set) | Update goal for next session |\n| 4 | `hypernexus_record_observation` | Record session learnings |\n\n**Exit criteria**: Session state persisted and goal updated.\n\n## Workflow 5: Production Runbook (OPS)\n\n**When**: Deployments, incidents, health checks.\n\n| Step | Tool | Purpose |\n|---|---|---|\n| 1 | `hypernexus_system_status` | Check kernel + memory + MCP health |\n| 2 | `hypernexus_billing_status` | Verify provider quotas |\n| 3 | Execute ops action | Restart, deploy, fix |\n| 4 | `hypernexus_system_status` | Verify health after action |\n| 5 | `hypernexus_add_fact` | Record what was done and why |\n\n**Exit criteria**: Health verified post-action and change recorded.\n\n## Workflow 6: Deep Context Harvest (HARVEST)\n\n**When**: Starting a complex multi-day task or resuming after a break.\n\n| Step | Tool | Purpose |\n|---|---|---|\n| 1 | `hypernexus_context_harvest` (depth=deep) | Pull deep L2 context |\n| 2 | `hypernexus_memory_list` | Review recent facts |\n| 3 | `hypernexus_session_search` | Find related past sessions |\n| 4 | `hypernexus_memory_vector_search` | Conceptual recall |\n| 5 | `hypernexus_search_memory` | Keyword recall |\n\n**Exit criteria**: Full context assembled before starting work.\n\n## Composition Rules\n\n1. **Always start with recall** (Workflow 1 or 6) before any multi-step work.\n2. **Always end with persist** (store fact + observation) for anything non-obvious.\n3. **Chain workflows**: HARVEST → MEM-FIRST → HANDOFF for long sessions.\n4. **Use DISCOVER mid-flow** when you hit a capability gap.\n5. **Use GRAPH when** the task involves learning a system or domain.\n6. **Use OPS before and after** any production change.\n\n## The Operating Loop (all workflows share this)\n\n```\nRECALL → DISCOVER (if needed) → EXECUTE → PERSIST → VERIFY\n```\n","# HyperNexus Workflows — Orchestration Templates\n\nComposable multi-step workflows built from the 16 HyperNexus Desktop tools. Each workflow is a named pattern with clear entry criteria, tool sequence, and exit criteria.\n\n## Workflow 1: Memory-First Task Execution (MEM-FIRST)\n\n**When**: Starting any multi-step task or feature build.\n\n| Step | Tool | Purpose |\n|---|---|---|\n| 1 | `hypernexus_context_harvest` | Pull relevant L2 context for the task topic |\n| 2 | `hypernexus_search_memory` | Keyword search for prior decisions\u002Fgotchas |\n| 3 | `hypernexus_memory_vector_search` | Conceptual recall for nuanced context |\n| 4 | Execute the task | Do the work |\n| 5 | `hypernexus_add_fact` | Store decisions, gotchas, non-obvious findings |\n| 6 | `hypernexus_record_observation` | Record domain knowledge in the graph |\n\n**Exit criteria**: Facts stored for all non-obvious findings.\n\n## Workflow 2: Tool Discovery Pipeline (DISCOVER)\n\n**When**: You need a capability you don't have locally.\n\n| Step | Tool | Purpose |\n|---|---|---|\n| 1 | `hypernexus_tool_discover` | Broad capability search by intent |\n| 2 | `hypernexus_mcp_search` | Narrow search across 26k+ MCP tools |\n| 3 | `hypernexus_mcp_call` | Route the call through the kernel |\n| 4 | `hypernexus_add_fact` | Store what worked for future runs |\n\n**Exit criteria**: Tool found and called successfully.\n\n## Workflow 3: Knowledge Graph Building (GRAPH)\n\n**When**: Learning a new codebase, system, or domain.\n\n| Step | Tool | Purpose |\n|---|---|---|\n| 1 | `hypernexus_repomap` | Get repository map with symbol summaries |\n| 2 | `hypernexus_code_search` | Find key patterns and implementations |\n| 3 | `hypernexus_knowledge_graph` (add_entities) | Register discovered entities |\n| 4 | `hypernexus_knowledge_graph` (add_relations) | Wire entity relationships |\n| 5 | `hypernexus_record_observation` | Attach observations to entities |\n\n**Exit criteria**: Entities + relations + observations persisted.\n\n## Workflow 4: Session Handoff (HANDOFF)\n\n**When**: End of a work session or context switch.\n\n| Step | Tool | Purpose |\n|---|---|---|\n| 1 | `hypernexus_session_context` (get) | Read current goal\u002Fobjective |\n| 2 | `hypernexus_add_fact` | Store session summary |\n| 3 | `hypernexus_session_context` (set) | Update goal for next session |\n| 4 | `hypernexus_record_observation` | Record session learnings |\n\n**Exit criteria**: Session state persisted and goal updated.\n\n## Workflow 5: Production Runbook (OPS)\n\n**When**: Deployments, incidents, health checks.\n\n| Step | Tool | Purpose |\n|---|---|---|\n| 1 | `hypernexus_system_status` | Check kernel + memory + MCP health |\n| 2 | `hypernexus_billing_status` | Verify provider quotas |\n| 3 | Execute ops action | Restart, deploy, fix |\n| 4 | `hypernexus_system_status` | Verify health after action |\n| 5 | `hypernexus_add_fact` | Record what was done and why |\n\n**Exit criteria**: Health verified post-action and change recorded.\n\n## Workflow 6: Deep Context Harvest (HARVEST)\n\n**When**: Starting a complex multi-day task or resuming after a break.\n\n| Step | Tool | Purpose |\n|---|---|---|\n| 1 | `hypernexus_context_harvest` (depth=deep) | Pull deep L2 context |\n| 2 | `hypernexus_memory_list` | Review recent facts |\n| 3 | `hypernexus_session_search` | Find related past sessions |\n| 4 | `hypernexus_memory_vector_search` | Conceptual recall |\n| 5 | `hypernexus_search_memory` | Keyword recall |\n\n**Exit criteria**: Full context assembled before starting work.\n\n## Composition Rules\n\n1. **Always start with recall** (Workflow 1 or 6) before any multi-step work.\n2. **Always end with persist** (store fact + observation) for anything non-obvious.\n3. **Chain workflows**: HARVEST → MEM-FIRST → HANDOFF for long sessions.\n4. **Use DISCOVER mid-flow** when you hit a capability gap.\n5. **Use GRAPH when** the task involves learning a system or domain.\n6. **Use OPS before and after** any production change.\n\n## The Operating Loop (all workflows share this)\n\n```\nRECALL → DISCOVER (if needed) → EXECUTE → PERSIST → VERIFY\n```\n",{"name":5,"description":7},"main","6079b2fd99329bb8a099e7708b0567b93edf8206","integrations\u002Fmimo\u002Fskills\u002Fhypernexus-workflows",2,"https:\u002F\u002Fgithub.com\u002FMDMAtk\u002FTormentNexus","https:\u002F\u002Fgithub.com\u002FMDMAtk","2026-11-07 14:28:49",{"source":8,"skillName":5,"commands":51,"prompt":61,"zipAvailable":62},[52,55,58],{"tool":53,"command":54},"npx","npx skills add MDMAtk\u002FTormentNexus --skill hypernexus-workflows",{"tool":56,"command":57},"bunx","bunx skills add MDMAtk\u002FTormentNexus --skill hypernexus-workflows",{"tool":59,"command":60},"pnpm","pnpm dlx skills add MDMAtk\u002FTormentNexus --skill 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