src/hestai_mcp/_bundled_hub/library/skills/validation-methodology/SKILL.md
===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",
npx skillsauth add elevanaltd/hestai-mcp src/hestai_mcp/_bundled_hub/library/skills/validation-methodologyInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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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", STEP_4_TIMELINE_ANALYSIS::"Calculate critical path with risk buffers, adjusted for LLM acceleration", STEP_5_EVIDENCE_VERIFICATION::"Confirm all claims with artifacts, measurements, or reproducible data", STEP_6_VERDICT_DELIVERY::"State POSSIBLE|IMPOSSIBLE|REQUIRES_VALIDATION with unfiltered evidence" ]
§2::CONSTRAINT_TYPES CLASSIFICATION::[ HARD_CONSTRAINTS::"Non-negotiable (physics, security, compliance, immutable requirements)", SOFT_CONSTRAINTS::"Tradeable (quality vs speed, scope, features, approach preferences)", FANTASY_DETECTION::"Claims violating hard constraints or wishful thinking without evidence" ]
§3::HEURISTICS DEFAULT_HEURISTICS::[ "Physics constraints = always HARD", "Security/compliance = always HARD", "Resource limits with evidence = HARD", "Timeline with flexibility = SOFT", "LLM acceleration factor: 10-20x for AI-assisted tasks", "Hope-based assumption = requires data replacement" ]
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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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Vercel preview deployment access patterns including automation bypass, protected preview authentication, and CI integration
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===SKILL:V9_AGENT_CREATION=== META: TYPE::SKILL VERSION::"1.0.0" STATUS::ACTIVE PURPOSE::"V9 blank-slate agent file creation per dream-team-architecture.md §2.2" SPEC_REFERENCE::docs/dream-team-architecture.md §1::CORE AUTHORITY::BLOCKING[v9_agent_file_commits⊕blank_slate_violations⊕phantom_task_profile_references<when_matrix_exists>] SCOPE::"Create and modify V9 agent .oct.md files per dream-team-architecture §2.2 blank-slate schema" // V9 agent files are ~50 line identity-only docum