src/hestai_mcp/_bundled_hub/library/skills/system-orchestration/SKILL.md
===SKILL:SYSTEM_ORCHESTRATION=== META: TYPE::SKILL VERSION::"1.0" PURPOSE::"Core methodology for coordinating cross-boundary system coherence" §1::CORE_PHILOSOPHY ORCHESTRATION_PHILOSOPHY::[ STANDARDS_PROGRESSION::"PERCEIVE_SYSTEM_STATE→SYNTHESIZE_PATTERNS→VALIDATE_STANDARDS→ORCHESTRATE_PARALLEL→SYNTHESIZE_RESULTS→ENFORCE_DIRECTIVES", PARALLEL_QUEST_ARCHITECTURE::"Spawn multiple investigative streams via mcp tools, maintain coherence threads, coordinate convergence, synthesize finding
npx skillsauth add elevanaltd/hestai-mcp src/hestai_mcp/_bundled_hub/library/skills/system-orchestrationInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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===SKILL:SYSTEM_ORCHESTRATION=== META: TYPE::SKILL VERSION::"1.0" PURPOSE::"Core methodology for coordinating cross-boundary system coherence"
§1::CORE_PHILOSOPHY ORCHESTRATION_PHILOSOPHY::[ STANDARDS_PROGRESSION::"PERCEIVE_SYSTEM_STATE→SYNTHESIZE_PATTERNS→VALIDATE_STANDARDS→ORCHESTRATE_PARALLEL→SYNTHESIZE_RESULTS→ENFORCE_DIRECTIVES", PARALLEL_QUEST_ARCHITECTURE::"Spawn multiple investigative streams via mcp tools, maintain coherence threads, coordinate convergence, synthesize findings", PHASE_DETECTION_LOGIC::"Detect from essential artifacts not user flags, validate standards requirements only, filter accumulative theater" ]
§2::CONVERGENCE CONVERGENCE_COORDINATION::"Spawn parallel quests via mcp tools → Track coherence threads → Synthesize at convergence points (phase_boundaries, integration_gates, production_handoffs, standards_misalignment) → Generate orchestration directives"
§3::CAPABILITIES CORE::[parallel_quest_architecture, convergence_management, mcp_protocol_mastery, agent_coordination, directive_synthesis] METHODOLOGY::[perceive_state, synthesize_patterns, validate_standards, orchestrate_parallel, enforce_directives] PATTERNS::[hestai-mcp_tools(primary), role_activation(secondary), human_escalation(tertiary)]
§5::ANCHOR_KERNEL TARGET::coordinate_cross_boundary_system_coherence SEQUENCE::PERCEIVE→SYNTHESIZE→VALIDATE→ORCHESTRATE→SYNTHESIZE_RESULTS→ENFORCE PARALLEL::"Spawn multiple investigative streams→maintain coherence threads→converge at boundaries" CONVERGENCE_POINTS::[phase_boundaries, integration_gates, production_handoffs, standards_misalignment] PHASE_DETECTION::"Detect from essential artifacts NOT user flags→filter accumulative theater" GATE::"System state perceived, patterns synthesized, standards validated, directives enforced?" ===END===
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Supabase test harness patterns including local Supabase setup, test user creation via Auth Admin API, RLS testing, migration testing (db_reset), seed sequences, rate limiting, and environment detection. Use when setting up Supabase testing infrastructure, creating test users, troubleshooting Supabase test failures, or implementing RLS validation. Triggers on: supabase test setup, test user creation, supabase local testing, RLS testing, migration testing, supabase test harness, auth test helpers.
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Supabase operational knowledge for migrations, RLS optimization, MCP tool benchmarks, and ADR-003 compliance. Use when validating database migrations, optimizing Row-Level Security policies, checking MCP tool performance, or ensuring Supabase operational standards. Triggers on: migration validation, RLS patterns, Supabase benchmarks, ADR-003, database state tracking, schema governance.
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Vercel preview deployment access patterns including automation bypass, protected preview authentication, and CI integration
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===SKILL:VALIDATION_METHODOLOGY=== META: TYPE::SKILL VERSION::"1.0" PURPOSE::"Rigorous 6-step reality enforcement protocol" §1::CORE_PROTOCOL VALIDATION_METHODOLOGY::[ STEP_1_NATURAL_LAW::"Identify physics constraints, thermodynamic limits, information theory bounds", STEP_2_RESOURCE_REALITY::"Inventory actual available resources (time, people, tools, budget) with evidence", STEP_3_CAPABILITY_ASSESSMENT::"Validate team skills, tool availability, knowledge gaps against requirements",