Complete database schema and API implementation for agent memory
aligned with API Platform Engineer role requirements
(agency-agents/engineering/engineering-api-platform-engineer.md)
Schema (migration 004):
✓ agent_prompt: template-based prompts with versioning
✓ agent_skill: capabilities with effectiveness tracking
✓ agent_decision: reasoning and outcome recording
✓ role_prompt_mapping: maps roles (e.g., api-platform-engineer) to prompts
✓ agent_metrics: performance tracking per agent
✓ prompt_usage_log: detailed invocation tracking
✓ agent_registry: agent lifecycle management
API Endpoints (contract-first, backward-compatible):
POST /memory/agents/{project_id}/prompts
POST /memory/agents/{project_id}/roles
GET /memory/agents/{project_id}/roles/{role_name}/prompts
Handlers:
✓ create_prompt_handler: persists to agent_prompt table
✓ map_role_to_prompt_handler: role → prompt mapping with priority
✓ get_role_prompts_handler: retrieves prompts by role
Repository Layer (mem-store/src/agent_repo.rs):
✓ AgentRepository with full CRUD operations
✓ Prompt usage tracking and statistics
✓ Role-to-prompt mapping with priority ordering
✓ Metrics persistence for observability
Tekton Pipeline:
✓ agent-memory-migration-task: applies schema migration
✓ verify-indexes: validates all indexes created
✓ verify-schemas: validates table structure
✓ integration into poimen-ci pipeline
Integration Tests (tests/agent_memory_api_platform_engineer.rs):
✓ Contract-first API specification validation
✓ Backward compatibility rule enforcement
✓ Rate limiting communication (X-RateLimit-* headers)
✓ Error response consistency (stable codes + request IDs)
✓ Deprecation lifecycle (announce → signal → runway → sunset)
✓ Idempotency and retry safety
✓ API Platform Engineer role requirements
✓ Agent prompt templates for contract review, compatibility check, SDK generation
All tests validate against agency-agents API Platform Engineer specification:
- Contract-first: OpenAPI spec before code
- No breaking changes without versioning
- Consistent error handling (RFC 9457 problem details)
- Rate limits communicated not enforced
- SDKs + docs generated from spec
- Idempotency via Idempotency-Key header
- Deprecation with runway (6-12+ months)
Ready to deploy: run Tekton PipelineRun to apply migrations + test
143 lines
5.4 KiB
SQL
143 lines
5.4 KiB
SQL
-- Agent Memory Schema (Phase 6)
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-- Stores agent prompts, skills, and decisions with role-to-prompt mapping
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-- Follows API Platform Engineer contract-first design (agency-agents role)
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CREATE TABLE IF NOT EXISTS agent_prompt (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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project_id VARCHAR(255) NOT NULL,
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name VARCHAR(512) NOT NULL,
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template TEXT NOT NULL,
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target_model VARCHAR(128),
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task_category VARCHAR(128) NOT NULL,
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usage_count BIGINT DEFAULT 0,
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avg_quality FLOAT DEFAULT 0.0,
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last_used TIMESTAMP WITH TIME ZONE,
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active BOOLEAN DEFAULT true,
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version INTEGER DEFAULT 1,
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tags TEXT[] DEFAULT '{}',
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created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
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updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
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UNIQUE(project_id, name, version)
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);
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CREATE INDEX idx_agent_prompt_project_active ON agent_prompt(project_id, active);
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CREATE INDEX idx_agent_prompt_task_category ON agent_prompt(task_category);
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CREATE INDEX idx_agent_prompt_tags ON agent_prompt USING GIN(tags);
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-- Agent Skill: linked capabilities with effectiveness tracking
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CREATE TABLE IF NOT EXISTS agent_skill (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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project_id VARCHAR(255) NOT NULL,
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agent_id VARCHAR(255) NOT NULL,
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name VARCHAR(512) NOT NULL,
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description TEXT NOT NULL,
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trigger_patterns TEXT[] DEFAULT '{}',
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success_rate FLOAT DEFAULT 0.0,
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invocation_count BIGINT DEFAULT 0,
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avg_latency_ms BIGINT DEFAULT 0,
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linked_prompts UUID[] DEFAULT '{}',
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enabled BOOLEAN DEFAULT true,
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created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
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updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
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UNIQUE(project_id, agent_id, name)
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);
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CREATE INDEX idx_agent_skill_agent ON agent_skill(project_id, agent_id);
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CREATE INDEX idx_agent_skill_enabled ON agent_skill(enabled);
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CREATE INDEX idx_agent_skill_linked_prompts ON agent_skill USING GIN(linked_prompts);
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-- Agent Decision: reasoning and outcome tracking
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CREATE TABLE IF NOT EXISTS agent_decision (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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project_id VARCHAR(255) NOT NULL,
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agent_id VARCHAR(255) NOT NULL,
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action VARCHAR(512) NOT NULL,
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reasoning TEXT NOT NULL,
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alternatives TEXT[] DEFAULT '{}',
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confidence FLOAT DEFAULT 0.0,
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context_entities UUID[] DEFAULT '{}',
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tool VARCHAR(255),
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task VARCHAR(255),
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outcome_success BOOLEAN,
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outcome_quality FLOAT,
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outcome_feedback TEXT,
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outcome_recorded_at TIMESTAMP WITH TIME ZONE,
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created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
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updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
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);
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CREATE INDEX idx_agent_decision_agent ON agent_decision(project_id, agent_id);
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CREATE INDEX idx_agent_decision_action ON agent_decision(action);
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CREATE INDEX idx_agent_decision_context ON agent_decision USING GIN(context_entities);
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-- Agent Registration: lifecycle management
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CREATE TABLE IF NOT EXISTS agent_registry (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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project_id VARCHAR(255) NOT NULL,
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agent_id VARCHAR(255) NOT NULL,
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capabilities TEXT[] NOT NULL,
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webhook_url VARCHAR(2048),
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rate_limit INTEGER DEFAULT 1000,
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metadata JSONB DEFAULT '{}',
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status VARCHAR(32) DEFAULT 'active',
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created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
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updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
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UNIQUE(project_id, agent_id)
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);
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CREATE INDEX idx_agent_registry_project ON agent_registry(project_id);
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CREATE INDEX idx_agent_registry_status ON agent_registry(status);
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-- Role-to-Prompt Mapping: maps agent roles to prompt templates
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CREATE TABLE IF NOT EXISTS role_prompt_mapping (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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project_id VARCHAR(255) NOT NULL,
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role_name VARCHAR(255) NOT NULL,
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prompt_id UUID NOT NULL REFERENCES agent_prompt(id) ON DELETE CASCADE,
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priority INTEGER DEFAULT 0,
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active BOOLEAN DEFAULT true,
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created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
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updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
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UNIQUE(project_id, role_name, prompt_id),
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FOREIGN KEY (project_id) REFERENCES projects(id) ON DELETE CASCADE
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);
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CREATE INDEX idx_role_prompt_mapping_role ON role_prompt_mapping(project_id, role_name, active);
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CREATE INDEX idx_role_prompt_mapping_prompt ON role_prompt_mapping(prompt_id);
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-- Agent Metrics: performance tracking
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CREATE TABLE IF NOT EXISTS agent_metrics (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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project_id VARCHAR(255) NOT NULL,
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agent_id VARCHAR(255) NOT NULL,
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requests_total BIGINT DEFAULT 0,
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requests_success BIGINT DEFAULT 0,
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requests_failed BIGINT DEFAULT 0,
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average_latency_ms FLOAT DEFAULT 0.0,
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p95_latency_ms FLOAT DEFAULT 0.0,
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p99_latency_ms FLOAT DEFAULT 0.0,
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error_rate FLOAT DEFAULT 0.0,
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recorded_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
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UNIQUE(project_id, agent_id, DATE(recorded_at))
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);
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CREATE INDEX idx_agent_metrics_agent ON agent_metrics(project_id, agent_id, recorded_at DESC);
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-- Prompt Usage Log: detailed invocation tracking
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CREATE TABLE IF NOT EXISTS prompt_usage_log (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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project_id VARCHAR(255) NOT NULL,
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prompt_id UUID NOT NULL REFERENCES agent_prompt(id) ON DELETE CASCADE,
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agent_id VARCHAR(255),
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model_used VARCHAR(128),
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input_tokens INTEGER,
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output_tokens INTEGER,
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quality_score FLOAT,
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duration_ms BIGINT,
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error_message TEXT,
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created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
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);
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CREATE INDEX idx_prompt_usage_log_prompt ON prompt_usage_log(prompt_id, created_at DESC);
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CREATE INDEX idx_prompt_usage_log_agent ON prompt_usage_log(agent_id, created_at DESC);
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