feat(memory): #62-6 Procedural Memory Implementation #92

New Issue

cardosofelipe · 2026-01-05T00:16:26Z

cardosofelipe commented

2026-01-05 00:16:26 +00:00

Part of Issue #62 - Agent Memory System

Phase: 2 (Memory Types)
Priority: P2
Complexity: Medium

Overview

Implement procedural memory - learned skills and procedures from successful task patterns.

Components

backend/app/services/memory/procedural/memory.py - ProceduralMemory class
backend/app/services/memory/procedural/matching.py - Procedure matching

Features

Procedure recording from successful task patterns
Trigger pattern matching
Step-by-step procedure storage
Success/failure rate tracking
Procedure suggestion based on context
Procedure versioning

API

class ProceduralMemory:
    async def record_procedure(self, procedure: ProcedureCreate) -> Procedure
    async def find_matching(self, context: str, limit: int = 5) -> list[Procedure]
    async def record_outcome(self, procedure_id: UUID, success: bool) -> None
    async def get_best_procedure(self, task_type: str) -> Procedure | None
    async def update_steps(self, procedure_id: UUID, steps: list[Step]) -> Procedure

Performance Target

Procedural memory matching: <50ms P95

Acceptance Criteria

All features implemented
>90% test coverage
make validate-all passes
Multi-agent review completed

## Part of Issue #62 - Agent Memory System **Phase:** 2 (Memory Types) **Priority:** P2 **Complexity:** Medium ## Overview Implement procedural memory - learned skills and procedures from successful task patterns. ## Components - `backend/app/services/memory/procedural/memory.py` - ProceduralMemory class - `backend/app/services/memory/procedural/matching.py` - Procedure matching ## Features - [ ] Procedure recording from successful task patterns - [ ] Trigger pattern matching - [ ] Step-by-step procedure storage - [ ] Success/failure rate tracking - [ ] Procedure suggestion based on context - [ ] Procedure versioning ## API ```python class ProceduralMemory: async def record_procedure(self, procedure: ProcedureCreate) -> Procedure async def find_matching(self, context: str, limit: int = 5) -> list[Procedure] async def record_outcome(self, procedure_id: UUID, success: bool) -> None async def get_best_procedure(self, task_type: str) -> Procedure | None async def update_steps(self, procedure_id: UUID, steps: list[Step]) -> Procedure ``` ## Performance Target - Procedural memory matching: <50ms P95 ## Acceptance Criteria - [ ] All features implemented - [ ] >90% test coverage - [ ] `make validate-all` passes - [ ] Multi-agent review completed

cardosofelipe closed this issue

2026-01-05 03:26:50 +00:00

cardosofelipe referenced this issue

2026-01-05 10:04:59 +00:00

feat(mcp): Agent Memory System #62

cardosofelipe referenced this issue from a commit

2026-01-06 00:56:28 +00:00

feat(memory): #87 project setup & core architecture

cardosofelipe referenced this issue from a commit

2026-01-06 00:56:28 +00:00

feat(memory): add procedural memory implementation (Issue #92)

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