HestAI-MCP

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.

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.

LLM-native structured communication format. Teaches OCTAVE syntax rules, canonical forms, and warning prevention for zero-error .oct.md authoring.

Advanced semantic vocabulary, holographic contracts, and structural patterns for OCTAVE. REQUIRES octave-literacy. Extends literacy with mythology, archetype annotation, v6 contracts, and anti-pattern rules.

Workflow for transforming prose into semantic OCTAVE structures. Covers tier selection, transformation phases, loss accounting, and decision rules. REQUIRES octave-literacy.

Strategic oversight mode for the Holistic Orchestrator. Episodic State Machine pattern with ho-liaison advisory (via pal_clink), run_debate escalation, and oa-router delegation. REPLACES holistic-orchestration when loaded.

Proper delegation patterns for Task() invocations with governance context injection

Functional mythological compression for OCTAVE documents. Semantic shorthand for LLM audiences, not prose decoration

Ultra-high density compression using mythological atoms and semantic shorthand. Preserves soul and constraints at 60% compression for identity transmission, binding protocols, and extreme token scarcity.

Core operating manual for the Holistic Orchestrator. Enforces lane discipline (zero implementation), oa-router delegation, quality gating, debate escalation, and emergency protocols.

Document placement using timeline test and HestAI visibility rules. Maps artifacts to .hestai-sys/, .hestai/, docs/, .hestai/state/ with phase artifact rules, format selection, anti-patterns, and documentation-first protocols.

Wind/Wall/Door multi-perspective debate orchestration using debate-hall-mcp tools. Use when facilitating structured debates, architectural decisions, or multi-perspective analysis.

Root Cause, Corrective Action, and Future Proofing - incident management protocol for multi-agent AI systems. Triggers on incidents, system failures, constraint violations, LLM overreach, or post-mortem analysis.

MCP tool implementation patterns for HestAI including tool structure, session tools, and shared utilities

CI/CD pipeline configuration for monorepo testing including GitHub Actions workflows, Turborepo integration, quality gates, and preview deployments

Core test infrastructure patterns for monorepo Vitest setup including global configuration, mocking patterns, and test standards

Reference for valid GitHub labels in HestAI-MCP repository to prevent label errors

Comprehensive catalog of build anti-patterns that degrade quality, increase maintenance, and introduce bugs. Includes detection frameworks and prevention strategies.

Comprehensive build philosophy including system awareness, MIP for code, decision frameworks, and wisdom paths. Prevents accumulative complexity through systematic thinking.

Python code style guidelines for HestAI MCP including type hints, imports, error handling, and docstrings

Systematic detection of placeholder implementations, stubs, and hidden incomplete code. Three-pattern taxonomy with search strategies

Python pytest coverage analysis, gap identification, and TDD workflow for achieving 90%+ coverage

Testing patterns and conventions for HestAI MCP including pytest markers, TDD protocol, and coverage requirements

Vercel preview deployment access patterns including automation bypass, protected preview authentication, and CI integration