mirror of
https://github.com/sdwolf4103/opencode-working-memory.git
synced 2026-07-17 12:56:42 +02:00
docs: update documentation to Memory V2 architecture
- Replace four-tier architecture with three-layer Memory V2 - Remove references to non-existent tools (core_memory_*, working_memory_*) - Update storage paths to ~/.local/share/opencode-working-memory/ - Update configuration to LONG_TERM_LIMITS and HOT_STATE_LIMITS - Fix installation verification to check system prompt instead of tools
This commit is contained in:
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-278
@@ -2,374 +2,348 @@
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## Overview
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The Working Memory Plugin implements a **four-tier memory architecture** designed to maximize context efficiency for AI agents in OpenCode sessions.
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The Working Memory Plugin implements a **three-layer memory architecture** designed to preserve context across OpenCode session compactions.
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```
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┌─────────────────────────────────────────────────────────────┐
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│ TIER 1: CORE MEMORY │
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│ Persistent blocks: goal (1000) | progress (2000) | context (1500) │
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│ Survives compaction, always visible in system prompt │
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│ LAYER 1: WORKSPACE MEMORY (Long-term, cross-session) │
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│ • Persistent storage: ~/.local/share/opencode-working-... │
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│ • Types: feedback | project | decision | reference │
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│ • Sources: explicit | compaction | manual │
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│ • Limits: 5200 chars / 28 entries │
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│ • Survives: session reset, workspace switch │
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└─────────────────────────────────────────────────────────────┘
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↓
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┌─────────────────────────────────────────────────────────────┐
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│ TIER 2: WORKING MEMORY │
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│ Session-scoped slots + memory pool │
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│ Slots: error(3) | decision(5) | todo(3) | dependency(3) │
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│ Pool: Exponential decay (γ=0.85) + mention tracking │
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│ LAYER 2: HOT SESSION STATE (Short-term, per-session) │
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│ • Session-scoped tracking: active files, open errors │
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│ • Storage: sessions/{sessionID}.json │
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│ • Auto-extracted from tool usage patterns │
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│ • Cleared: on new session start │
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└─────────────────────────────────────────────────────────────┘
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↓
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┌─────────────────────────────────────────────────────────────┐
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│ TIER 3: SMART PRUNING │
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│ Filters tool outputs before adding to conversation │
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│ Removes: file lists, verbose logs, repetitive content │
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│ Modes: normal → aggressive → hyper-aggressive │
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└─────────────────────────────────────────────────────────────┘
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↓
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┌─────────────────────────────────────────────────────────────┐
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│ TIER 4: PRESSURE MONITORING │
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│ Tracks context usage: safe → moderate → high │
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│ Thresholds: 75% (moderate) | 90% (high) │
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│ Intervention: Sends promptAsync() with full visible prompt │
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│ LAYER 3: NATIVE OPENCODE STATE │
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│ • Uses OpenCode's built-in todos during compaction │
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│ • No additional storage required │
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│ • Delegated to OpenCode's native features │
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└─────────────────────────────────────────────────────────────┘
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```
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## Phase 1: Core Memory Foundation
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## Layer 1: Workspace Memory
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### Purpose
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Provide persistent memory blocks that survive conversation compaction and are always injected into the system prompt.
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Long-term memory that persists across sessions within the same workspace. Perfect for:
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- Project conventions and patterns
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- Important decisions that span sessions
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- User preferences for this codebase
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### Storage
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- **Location**: `.opencode/memory-core/<sessionID>.json`
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- **Location**: `~/.local/share/opencode-working-memory/workspaces/{workspaceKey}/workspace-memory.json`
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- **Workspace Key**: First 16 chars of `sha256(realpath(workspaceRoot))`
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- **Schema**:
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```typescript
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{
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sessionID: string;
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blocks: {
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goal: { content: string; chars: number; maxChars: 1000; updatedAt: string };
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progress: { content: string; chars: number; maxChars: 2000; updatedAt: string };
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context: { content: string; chars: number; maxChars: 1500; updatedAt: string };
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};
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updatedAt: string;
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version: 1,
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workspace: { root: string, key: string },
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limits: { maxRenderedChars: 5200, maxEntries: 28 },
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entries: LongTermMemoryEntry[],
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updatedAt: string
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}
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```
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### Character Limits
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- **goal**: 1000 chars (ONE specific task)
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- **progress**: 2000 chars (done/in-progress/blocked checklist)
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- **context**: 1500 chars (current working files + key patterns)
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### Entry Types
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### Operations
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- **replace**: Completely replace block content
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- **append**: Add content to end (auto-adds newline)
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| Type | Purpose | Example |
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|------|---------|---------|
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| `feedback` | User preferences | "User prefers functional React components" |
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| `project` | Project-level info | "This monorepo uses turborepo" |
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| `decision` | Important decisions | "Use PostgreSQL for primary database" |
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| `reference` | Key references | "API endpoints defined in `src/api/`" |
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### Tools
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- `core_memory_update`: Update or append to blocks
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- `core_memory_read`: Read current state of all blocks
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### Entry Sources
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| Source | Confidence | How Added |
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|--------|------------|-----------|
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| `explicit` | 1.0 | User said "remember this" |
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| `compaction` | 0.75 | Extracted during compaction |
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| `manual` | varies | Programmatically added |
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### Memory Extraction
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During compaction, the plugin scans for `<workspace_memory_candidates>` blocks:
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```
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<workspace_memory_candidates>
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- [decision] Use npm cache for plugin loading
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- [project] This repo uses TypeScript with strict mode
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</workspace_memory_candidates>
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```
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**Quality Gate**: Not all candidates become memories. The plugin rejects:
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- Git commit hashes (e.g., `abc1234`)
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- Raw errors (e.g., `Error: something failed`)
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- Stack traces
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- Path-heavy facts (>50% paths)
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- Very short text (<20 chars)
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### Deduplication
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Memories are deduplicated using **canonical text matching**:
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1. Normalize: lowercase, strip punctuation, collapse whitespace
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2. Hash the canonical text
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3. Keep the entry with highest confidence
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### System Prompt Injection
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Blocks are injected into every agent message as:
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Workspace memory is injected at the top of every message:
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```
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<core_memory>
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<goal chars="87/1000">...</goal>
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<progress chars="560/2000">...</progress>
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<context chars="479/1500">...</context>
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</core_memory>
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<workspace_memory>
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- [decision] Use npm cache for plugin loading, not npm link
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- [project] This repo uses opencode-agenthub plugin system
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- [reference] Storage: ~/.local/share/opencode-working-memory/...
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</workspace_memory>
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```
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## Phase 2: Smart Pruning
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## Layer 2: Hot Session State
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### Purpose
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Reduce context bloat by filtering tool outputs before they enter the conversation history.
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### Pruning Modes
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#### Normal Mode (Pressure < 75%)
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- Remove file/directory listings > 50 lines
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- Truncate verbose tool outputs
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- Keep first/last 30 lines of long outputs
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- Preserve error messages and key information
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#### Aggressive Mode (75% ≤ Pressure < 90%)
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- Threshold drops to 30 lines
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- More aggressive truncation (first/last 20 lines)
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- Filter repetitive content
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#### Hyper-Aggressive Mode (Pressure ≥ 90%)
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- Threshold drops to 15 lines
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- Keep only first/last 10 lines
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- Maximum compression
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### Pruning Heuristics
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1. **File Listings**: Detect `ls`, `find`, `glob` outputs
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2. **Directory Trees**: Detect tree-like structures with `/`
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3. **Log Files**: Detect timestamp patterns, stack traces
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4. **Repetitive Content**: Detect similar consecutive lines
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5. **Synthetic Content**: Preserve `synthetic: true` markers
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### Implementation
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Pruning happens in `tool.execute.after` hook before tool output enters conversation.
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## Phase 3: Working Memory
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### Purpose
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Provide session-scoped memory with structured slots and a general-purpose pool with intelligent decay.
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Track current session context automatically:
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- What files are you working on?
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- What errors are currently open?
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- What decisions were made recently?
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### Storage
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- **Location**: `.opencode/memory-working/<sessionID>.json`
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- **Location**: `~/.local/share/opencode-working-memory/workspaces/{workspaceKey}/sessions/{hashedSessionID}.json`
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- **Schema**:
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```typescript
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{
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sessionID: string;
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slots: {
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error: Array<WorkingMemoryItem>; // Max 3
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decision: Array<WorkingMemoryItem>; // Max 5
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todo: Array<WorkingMemoryItem>; // Max 3
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dependency: Array<WorkingMemoryItem>; // Max 3
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};
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pool: Array<WorkingMemoryItem>;
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eventCounter: number;
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updatedAt: string;
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version: 1,
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sessionID: string,
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turn: number,
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updatedAt: string,
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activeFiles: ActiveFile[],
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openErrors: OpenError[],
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recentDecisions: SessionDecision[]
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}
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```
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### Slot Types
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### Active Files
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| Slot | Max Items | Purpose |
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|------|-----------|---------|
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| **error** | 3 | Recent errors that need fixing |
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| **decision** | 5 | Important decisions made |
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| **todo** | 3 | Current task checklist |
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| **dependency** | 3 | File/package dependencies |
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Automatically tracked from `tool.execute.before` events:
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### Memory Pool
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| Action | Ranking Boost |
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|--------|---------------|
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| `write` | 4x |
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| `edit` | 3x |
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| `read` | 2x |
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| `grep` | 1x |
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General-purpose storage with **exponential decay**:
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Files are ranked by: `count * action_weight * recency_decay`
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```typescript
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score = exp(-γ * age) + mentionCount
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```
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### Open Errors
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Where:
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- `γ = 0.85` (decay rate, 15% per event)
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- `age = eventCounter - item.eventNumber`
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- `mentionCount`: Number of times item mentioned in conversation
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Tracked from `tool.execute.after` events when `exitCode !== 0`:
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Items with `score < 0.01` are pruned.
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| Category | Trigger Pattern |
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|----------|-----------------|
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| `typecheck` | `TS####:` or TypeScript errors |
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| `test` | Test failures |
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| `lint` | ESLint warnings/errors |
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| `build` | Build failures |
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| `runtime` | `Error:`, `TypeError:`, etc. |
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### Auto-Extraction
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**False Positive Guards**:
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- Commands like `git log`, `cat` with "error" in output are ignored
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- Only actual command failures (`exitCode !== 0`) trigger errors
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- `exitCode === undefined` is treated as success (no error tracking)
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Working memory items are **automatically extracted** from:
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- Tool outputs (file paths, errors, dependencies)
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- User messages (decisions, todos)
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- Assistant responses (key information)
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### Error Fingerprinting
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### Manual Management
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Errors are fingerprinted by:
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1. Extract error message summary
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2. Generate fingerprint: `first 12 chars of sha256(summary)`
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3. Group similar errors by fingerprint
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Tools:
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- `working_memory_add`: Manually add item
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- `working_memory_clear`: Clear all items
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- `working_memory_clear_slot`: Clear specific slot (e.g., after fixing all errors)
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- `working_memory_remove`: Remove specific item by content match
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### recentDecisions
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Short-term decisions made this session. Candidates for promotion to workspace memory during compaction.
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### System Prompt Injection
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Hot session state is injected after workspace memory:
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```
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<working_memory>
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Recent session context (auto-managed, sorted by relevance):
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---
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<workspace_memory_candidates>
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- [project] This repo uses TypeScript with strict mode
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</workspace_memory_candidates>
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⚠️ Errors:
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- TypeError at line 42 in utils.ts
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- Missing import in index.ts
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Active Files:
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- src/plugin.ts (edit, 18x)
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- tests/plugin.test.ts (edit, 5x)
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📁 Key Files:
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- src/components/Button.tsx
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- src/utils/helpers.ts
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(15 items shown, updated: 9:46:47 AM)
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</working_memory>
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Open Errors: (none)
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```
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## Phase 4: Pressure Monitoring
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## Layer 3: Native OpenCode State
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### Purpose
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Track conversation context usage and trigger interventions when approaching limits.
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### Pressure Calculation
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Delegate task tracking to OpenCode's native features.
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### Behavior
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- Uses OpenCode's built-in `todos` during compaction
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- No additional storage or injection required
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- Allows the agent to manage task lists natively
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## Plugin Hooks
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The plugin hooks into OpenCode lifecycle events:
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### `prompt:before`
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Injects workspace memory and hot session state into system prompt.
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### `tool.execute.before`
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Tracks active files (read, grep, edit, write actions).
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### `tool.execute.after`
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- Tracks open errors from failed commands
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- Clears errors when commands succeed
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- Ignores `exitCode === undefined` (successful commands without explicit exit codes)
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### `compaction:before`
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Extracts workspace memory candidates from conversation.
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Applies quality gate, deduplication, and source priority.
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## Quality Guarantees
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### No False Positive Errors
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```typescript
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pressure = (visiblePromptChars / estimatedContextLimit) * 100
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// Bad: Would create false positive
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"Error: something failed" in output
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// Good: Actually failed
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exitCode === 1 && output.includes("Error")
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// Good: Actually succeeded
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exitCode === 0 (clears errors for that category)
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// Good: Ignore ambiguous cases
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exitCode === undefined → skip error tracking
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```
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|
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Where:
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- `visiblePromptChars`: Total characters in system prompt + tool outputs
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- `estimatedContextLimit`: ~180,000 chars (conservative estimate)
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||||
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||||
### Pressure Levels
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||||
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| Level | Threshold | Behavior |
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|-------|-----------|----------|
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| **safe** | < 75% | Normal operation |
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||||
| **moderate** | 75-89% | Warning in system prompt + aggressive pruning |
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||||
| **high** | ≥ 90% | Hyper-aggressive pruning + intervention |
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||||
|
||||
### Pressure Storage
|
||||
|
||||
- **Location**: `.opencode/memory-working/<sessionID>_pressure.json`
|
||||
- **Schema**:
|
||||
```typescript
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{
|
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sessionID: string;
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||||
level: "safe" | "moderate" | "high";
|
||||
percentage: number;
|
||||
visiblePromptChars: number;
|
||||
estimatedLimit: 180000;
|
||||
lastChecked: string;
|
||||
interventionsSent: number;
|
||||
}
|
||||
```
|
||||
|
||||
### Intervention Mechanism
|
||||
|
||||
When pressure reaches **high** (≥90%):
|
||||
1. Plugin sends `promptAsync()` message to agent
|
||||
2. Message includes full visible prompt for review
|
||||
3. Agent can compress core memory, clear working memory, or continue
|
||||
4. Intervention tracked in `interventionsSent` counter
|
||||
|
||||
### System Prompt Injection
|
||||
|
||||
```
|
||||
[Memory Pressure: 87% (high) - 156,600/180,000 chars]
|
||||
⚠️ High memory pressure detected. Consider:
|
||||
- Compressing core_memory blocks (use core_memory_update)
|
||||
- Clearing resolved errors (use working_memory_clear_slot)
|
||||
- Removing old pool items (auto-pruned at score < 0.01)
|
||||
```
|
||||
|
||||
## Phase 4.5: Storage Governance
|
||||
|
||||
### Purpose
|
||||
Prevent `.opencode/` directory bloat from accumulating tool output caches and orphaned memory files.
|
||||
|
||||
### Layer 1: Session Deletion Cleanup
|
||||
|
||||
**Trigger**: `experimental.session.deleted` hook
|
||||
|
||||
**Actions**:
|
||||
1. Remove `.opencode/memory-core/<sessionID>.json`
|
||||
2. Remove `.opencode/memory-working/<sessionID>.json`
|
||||
3. Remove `.opencode/memory-working/<sessionID>_pressure.json`
|
||||
4. Remove `.opencode/memory-working/<sessionID>_compaction.json`
|
||||
|
||||
### Layer 2: Tool Output Cache Sweep
|
||||
|
||||
**Trigger**: Every 500 events (`eventCounter % 500 === 0`)
|
||||
|
||||
**Target**: `.opencode/cache/tool-outputs/` directory
|
||||
|
||||
**Policy**:
|
||||
- Keep most recent **300 files** (sorted by mtime)
|
||||
- Delete files older than **7 days** (TTL policy)
|
||||
|
||||
**Logging**: Write sweep results to `.opencode/memory-working/<sessionID>_sweep.json`
|
||||
### Negative Memory Filtering
|
||||
|
||||
```typescript
|
||||
{
|
||||
sessionID: string;
|
||||
timestamp: string;
|
||||
eventCounter: number;
|
||||
results: {
|
||||
filesScanned: number;
|
||||
filesDeleted: number;
|
||||
bytesReclaimed: number;
|
||||
errors: Array<string>;
|
||||
};
|
||||
}
|
||||
// Correctly interpreted
|
||||
"don't remember this" → NOT added to memory
|
||||
"不要記住這個" → NOT added to memory
|
||||
"remember this" → added to memory candidates
|
||||
```
|
||||
|
||||
### Canonical Deduplication
|
||||
|
||||
```typescript
|
||||
// Same memory (after normalization)
|
||||
"Use npm cache for plugins"
|
||||
"USE NPM CACHE for plugins!!"
|
||||
"use npm cache for plugins."
|
||||
|
||||
// All map to same canonical key
|
||||
canonical("Use npm cache for plugins") === "use npm cache for plugins"
|
||||
```
|
||||
|
||||
### Compaction Quality Gate
|
||||
|
||||
```typescript
|
||||
// Rejected (not valuable as long-term memory)
|
||||
"4832b38 fix: something" // git hash
|
||||
"Error: something failed" // raw error
|
||||
"at Object.method (file.ts:42)" // stack trace
|
||||
"/Users/x/project/file.ts /Users/x/project/other.ts" // path-heavy
|
||||
|
||||
// Accepted
|
||||
"[decision] Use npm cache for plugin loading" // good pattern
|
||||
```
|
||||
|
||||
## File System Layout
|
||||
|
||||
```
|
||||
~/.local/share/opencode-working-memory/
|
||||
└── workspaces/
|
||||
└── {workspaceKey}/
|
||||
├── workspace-memory.json # Long-term memory
|
||||
└── sessions/
|
||||
└── {hashedSessionID}.json # Session state
|
||||
```
|
||||
|
||||
### Workspace Key
|
||||
|
||||
```typescript
|
||||
// First 16 chars of SHA-256 hash of workspace root realpath
|
||||
const workspaceKey = sha256(realpath(workspaceRoot)).slice(0, 16)
|
||||
```
|
||||
|
||||
## Performance Considerations
|
||||
|
||||
### Memory Budgets
|
||||
- **Core Memory**: 4,500 chars (injected every message)
|
||||
- **Working Memory**: ~1,600 chars (injected every message)
|
||||
- **Total Overhead**: ~6,100 chars per message
|
||||
|
||||
### Compaction Behavior
|
||||
When OpenCode compacts conversation (clears old messages):
|
||||
- Core memory: **Preserved** (persistent across compactions)
|
||||
- Working memory: **Preserved** (session-scoped, cleared on session end)
|
||||
- Pressure state: **Preserved** (tracks across compaction)
|
||||
- Compaction log: Saved to `<sessionID>_compaction.json`
|
||||
| Layer | Max Chars | Max Entries |
|
||||
|-------|-----------|-------------|
|
||||
| Workspace Memory | 5200 | 28 |
|
||||
| Hot Session State | 1200 | 8 files, 3 errors |
|
||||
|
||||
### Injection Overhead
|
||||
|
||||
- Workspace memory: ~200-500 chars per message
|
||||
- Hot session state: ~200-400 chars per message
|
||||
- Total: ~400-900 chars per message (minimal)
|
||||
|
||||
### Storage Footprint
|
||||
- Each session: 4 JSON files (~5-20 KB total)
|
||||
- Tool output cache: Max 300 files (~10-50 MB depending on outputs)
|
||||
- Sweep every 500 events keeps storage bounded
|
||||
|
||||
- Workspace memory: ~2-5 KB per workspace
|
||||
- Session state: ~1-3 KB per session
|
||||
- Auto-cleanup on workspace/session deletion
|
||||
|
||||
## Extension Points
|
||||
|
||||
### Custom Slot Types
|
||||
To add new slot types:
|
||||
1. Update `SlotType` union in types
|
||||
2. Add to `SLOT_CONFIG` with max items
|
||||
3. Update `formatWorkingMemoryForPrompt()` for display
|
||||
4. Update extraction heuristics in `tool.execute.after`
|
||||
### Custom Memory Types
|
||||
|
||||
### Custom Pruning Rules
|
||||
To add pruning heuristics:
|
||||
1. Update `shouldPrune()` with new detection logic
|
||||
2. Add to `pruneToolOutput()` with filtering rules
|
||||
3. Test with representative tool outputs
|
||||
|
||||
### Custom Pressure Thresholds
|
||||
Adjust in constants:
|
||||
Add new types in `src/types.ts`:
|
||||
```typescript
|
||||
const PRESSURE_THRESHOLDS = {
|
||||
moderate: 70,
|
||||
high: 85,
|
||||
critical: 95,
|
||||
};
|
||||
export type LongTermType = "feedback" | "project" | "decision" | "reference" | "custom";
|
||||
```
|
||||
|
||||
## Migration & Compatibility
|
||||
### Custom Error Categories
|
||||
|
||||
### Old Format → New Format
|
||||
Plugin automatically migrates from old format:
|
||||
Add new categories in `src/types.ts`:
|
||||
```typescript
|
||||
// Old format (pre-Phase 3)
|
||||
{ items: Array<Item> }
|
||||
|
||||
// New format (Phase 3+)
|
||||
{ slots: Record<SlotType, Array<Item>>, pool: Array<Item> }
|
||||
export type ErrorCategory = "typecheck" | "test" | "lint" | "build" | "runtime" | "custom";
|
||||
```
|
||||
|
||||
Migration happens on first load of old format files.
|
||||
### Custom Extraction Patterns
|
||||
|
||||
## File System Layout
|
||||
Modify `src/extractors.ts` to add new extraction patterns.
|
||||
|
||||
```
|
||||
.opencode/
|
||||
├── memory-core/
|
||||
│ └── <sessionID>.json # Core memory blocks
|
||||
├── memory-working/
|
||||
│ ├── <sessionID>.json # Working memory (slots + pool)
|
||||
│ ├── <sessionID>_pressure.json # Pressure monitoring state
|
||||
│ ├── <sessionID>_compaction.json # Compaction event log
|
||||
│ └── <sessionID>_sweep.json # Storage sweep log
|
||||
└── cache/
|
||||
└── tool-outputs/
|
||||
└── *.json # Tool output cache (auto-swept)
|
||||
```
|
||||
## Migration Notes
|
||||
|
||||
## Security Considerations
|
||||
### Memory V1 to V2
|
||||
|
||||
- All files written with `0644` permissions (owner read/write, group/others read)
|
||||
- Directories created with `0755` permissions (owner rwx, group/others rx)
|
||||
- No sensitive data should be stored in memory blocks (user responsibility)
|
||||
- Session IDs are opaque identifiers, not derived from sensitive data
|
||||
The plugin automatically migrates old format files to the new three-layer architecture. No manual intervention needed.
|
||||
|
||||
---
|
||||
|
||||
**Last Updated**: February 2026
|
||||
**Implementation**: `index.ts` (1700+ lines)
|
||||
**Last Updated**: April 2026
|
||||
**Implementation**: `src/plugin.ts`, `src/extractors.ts`, `src/workspace-memory.ts`, `src/session-state.ts`
|
||||
+132
-302
@@ -2,250 +2,120 @@
|
||||
|
||||
## Overview
|
||||
|
||||
The Working Memory Plugin works out-of-the-box with sensible defaults. Advanced users can customize behavior by modifying constants in `index.ts`.
|
||||
The Working Memory Plugin works out-of-the-box with sensible defaults. Configuration is defined in `src/types.ts` as constants.
|
||||
|
||||
## Core Memory Limits
|
||||
## Workspace Memory Limits
|
||||
|
||||
```typescript
|
||||
const CORE_MEMORY_LIMITS = {
|
||||
goal: 1000, // ONE specific task (not project-wide goals)
|
||||
progress: 2000, // Checklist format (✅ done, ⏳ in-progress, ❌ blocked)
|
||||
context: 1500, // Current working files + key patterns
|
||||
const LONG_TERM_LIMITS = {
|
||||
maxRenderedChars: 5200, // Maximum characters in system prompt
|
||||
targetRenderedChars: 4200, // Target characters (leave buffer)
|
||||
maxEntries: 28, // Maximum number of entries
|
||||
maxEntryTextChars: 260, // Maximum characters per entry text
|
||||
maxRationaleChars: 180, // Maximum characters per entry rationale
|
||||
};
|
||||
```
|
||||
|
||||
**Recommendations**:
|
||||
- Keep **goal** focused on current task (clear when completed)
|
||||
- Use **progress** for checklists (avoid line numbers, commit hashes, API signatures)
|
||||
- Use **context** for files you're actively editing (avoid type definitions, function signatures)
|
||||
- Keep `maxRenderedChars` under 5500 to avoid context bloat
|
||||
- `maxEntries` of 28 provides good coverage without overwhelming
|
||||
- Entry text limits ensure entries stay concise
|
||||
|
||||
## Working Memory Configuration
|
||||
|
||||
### Slot Limits
|
||||
## Hot Session State Limits
|
||||
|
||||
```typescript
|
||||
const SLOT_CONFIG: Record<SlotType, number> = {
|
||||
error: 3, // Recent errors needing fixes
|
||||
decision: 5, // Important decisions made
|
||||
todo: 3, // Current task checklist
|
||||
dependency: 3, // File/package dependencies
|
||||
const HOT_STATE_LIMITS = {
|
||||
maxRenderedChars: 1200, // Maximum characters in system prompt
|
||||
maxActiveFilesStored: 20, // Maximum files tracked in state
|
||||
maxActiveFilesRendered: 8, // Maximum files shown in prompt
|
||||
maxOpenErrorsStored: 5, // Maximum errors tracked
|
||||
maxOpenErrorsRendered: 3, // Maximum errors shown in prompt
|
||||
maxRecentDecisionsStored: 8, // Maximum decisions tracked
|
||||
};
|
||||
```
|
||||
|
||||
**Tuning**:
|
||||
- Increase slot limits if you need more items tracked
|
||||
- Decrease for stricter memory budgets
|
||||
- Total overhead: ~100-200 chars per item
|
||||
**Recommendations**:
|
||||
- Keep `maxRenderedChars` under 1500 for fast prompts
|
||||
- `maxActiveFilesRendered` of 8 provides good context coverage
|
||||
- `maxOpenErrorsRendered` of 3 avoids overwhelming error lists
|
||||
|
||||
### Memory Pool Decay
|
||||
## Memory Types
|
||||
|
||||
```typescript
|
||||
const POOL_DECAY_GAMMA = 0.85; // Exponential decay rate (15% per event)
|
||||
const POOL_MIN_SCORE = 0.01; // Items below this score are pruned
|
||||
### Long-Term Memory Types
|
||||
|
||||
| Type | Purpose | Stale After (days) |
|
||||
|------|---------|---------------------|
|
||||
| `feedback` | User preferences for workspace | 90 |
|
||||
| `project` | Project-level information | 60 |
|
||||
| `decision` | Important decisions | 45 |
|
||||
| `reference` | Key references | 90 |
|
||||
|
||||
### Memory Sources
|
||||
|
||||
| Source | Confidence | Description |
|
||||
|--------|------------|-------------|
|
||||
| `explicit` | 1.0 | User explicitly said "remember this" |
|
||||
| `compaction` | 0.75 | Extracted during conversation compaction |
|
||||
| `manual` | varies | Added programmatically |
|
||||
|
||||
## Active File Scoring
|
||||
|
||||
Files are ranked by action type:
|
||||
|
||||
| Action | Weight | Description |
|
||||
|--------|--------|-------------|
|
||||
| `write` | 4 | File created/overwritten |
|
||||
| `edit` | 3 | File modified |
|
||||
| `read` | 2 | File read |
|
||||
| `grep` | 1 | Grep searched in file |
|
||||
|
||||
Score formula: `count * action_weight * recency_decay`
|
||||
|
||||
## Error Categories
|
||||
|
||||
| Category | Recognition Pattern |
|
||||
|----------|---------------------|
|
||||
| `typecheck` | TS errors, TypeScript failures |
|
||||
| `test` | Test failures |
|
||||
| `lint` | ESLint warnings/errors |
|
||||
| `build` | Build failures |
|
||||
| `runtime` | Uncaught errors, Node exceptions |
|
||||
| `tool` | Tool execution failures |
|
||||
|
||||
## Storage Paths
|
||||
|
||||
```
|
||||
~/.local/share/opencode-working-memory/
|
||||
└── workspaces/
|
||||
└── {workspaceKey}/
|
||||
├── workspace-memory.json # Long-term memory
|
||||
└── sessions/
|
||||
└── {sessionID}.json # Session state
|
||||
```
|
||||
|
||||
**Formula**: `score = exp(-γ * age) + mentionCount`
|
||||
|
||||
**Tuning**:
|
||||
- Lower `γ` (e.g., 0.75) → faster decay, more aggressive pruning
|
||||
- Higher `γ` (e.g., 0.90) → slower decay, items stay longer
|
||||
- Lower `POOL_MIN_SCORE` (e.g., 0.005) → more items retained
|
||||
|
||||
### Pool Size Limits
|
||||
### Workspace Key
|
||||
|
||||
```typescript
|
||||
const POOL_MAX_ITEMS = 50; // Hard limit on pool size
|
||||
// First 16 characters of SHA-256 hash
|
||||
const workspaceKey = sha256(realpath(workspaceRoot)).slice(0, 16);
|
||||
```
|
||||
|
||||
**Tuning**:
|
||||
- Increase for longer sessions with more context
|
||||
- Decrease for stricter memory budgets
|
||||
- Each item adds ~50-150 chars to system prompt
|
||||
## Customization
|
||||
|
||||
## Pressure Monitoring
|
||||
|
||||
### Thresholds
|
||||
To customize limits, edit the constants in `src/types.ts`:
|
||||
|
||||
```typescript
|
||||
const PRESSURE_THRESHOLDS = {
|
||||
moderate: 75, // Warning appears in system prompt
|
||||
high: 90, // Aggressive pruning activates + intervention sent
|
||||
// Example: Increase workspace memory limit
|
||||
export const LONG_TERM_LIMITS = {
|
||||
maxRenderedChars: 6000, // Increased from 5200
|
||||
maxEntries: 35, // Increased from 28
|
||||
// ...
|
||||
};
|
||||
```
|
||||
|
||||
**Tuning**:
|
||||
- Increase thresholds for more relaxed monitoring
|
||||
- Decrease for earlier warnings and interventions
|
||||
|
||||
### Context Limit Estimate
|
||||
|
||||
```typescript
|
||||
const ESTIMATED_CONTEXT_LIMIT = 180000; // Conservative estimate (chars)
|
||||
```
|
||||
|
||||
**Note**: OpenCode actual limit varies by model. Adjust based on your observations.
|
||||
|
||||
## Smart Pruning
|
||||
|
||||
### Line Thresholds
|
||||
|
||||
```typescript
|
||||
// Normal mode (pressure < 75%)
|
||||
const PRUNE_THRESHOLD_NORMAL = 50;
|
||||
|
||||
// Aggressive mode (75% ≤ pressure < 90%)
|
||||
const PRUNE_THRESHOLD_AGGRESSIVE = 30;
|
||||
|
||||
// Hyper-aggressive mode (pressure ≥ 90%)
|
||||
const PRUNE_THRESHOLD_HYPER = 15;
|
||||
```
|
||||
|
||||
**Tuning**:
|
||||
- Increase thresholds to keep more tool output
|
||||
- Decrease for more aggressive pruning
|
||||
|
||||
### Keep Lines
|
||||
|
||||
```typescript
|
||||
// Normal mode
|
||||
const KEEP_LINES_NORMAL = 30; // Keep first/last 30 lines
|
||||
|
||||
// Aggressive mode
|
||||
const KEEP_LINES_AGGRESSIVE = 20; // Keep first/last 20 lines
|
||||
|
||||
// Hyper-aggressive mode
|
||||
const KEEP_LINES_HYPER = 10; // Keep first/last 10 lines
|
||||
```
|
||||
|
||||
**Tuning**:
|
||||
- Increase to preserve more context from tool outputs
|
||||
- Decrease for stricter truncation
|
||||
|
||||
## Storage Governance
|
||||
|
||||
### Session Cleanup
|
||||
|
||||
Automatically triggered on `experimental.session.deleted` hook. No configuration needed.
|
||||
|
||||
### Tool Output Cache Sweep
|
||||
|
||||
```typescript
|
||||
const SWEEP_INTERVAL = 500; // Trigger every N events
|
||||
const SWEEP_MAX_FILES = 300; // Keep most recent N files
|
||||
const SWEEP_TTL_DAYS = 7; // Delete files older than N days
|
||||
```
|
||||
|
||||
**Tuning**:
|
||||
- Increase `SWEEP_INTERVAL` for less frequent sweeps (lower overhead)
|
||||
- Increase `SWEEP_MAX_FILES` to cache more tool outputs (more disk usage)
|
||||
- Increase `SWEEP_TTL_DAYS` to keep older files longer
|
||||
|
||||
## Compaction Behavior
|
||||
|
||||
### Item Preservation
|
||||
|
||||
```typescript
|
||||
const COMPACTION_KEEP_ITEMS = 10; // Preserve N most recent items on compaction
|
||||
```
|
||||
|
||||
**Tuning**:
|
||||
- Increase to preserve more working memory across compactions
|
||||
- Decrease for stricter memory reset on compaction
|
||||
|
||||
## System Prompt Injection
|
||||
|
||||
### Core Memory Format
|
||||
|
||||
```typescript
|
||||
// Injected as:
|
||||
<core_memory>
|
||||
<goal chars="87/1000">...</goal>
|
||||
<progress chars="560/2000">...</progress>
|
||||
<context chars="479/1500">...</context>
|
||||
</core_memory>
|
||||
```
|
||||
|
||||
**Customization**: Modify `formatCoreMemoryForPrompt()` in `index.ts` to change format.
|
||||
|
||||
### Working Memory Format
|
||||
|
||||
```typescript
|
||||
// Injected as:
|
||||
<working_memory>
|
||||
Recent session context (auto-managed, sorted by relevance):
|
||||
|
||||
⚠️ Errors:
|
||||
- item content
|
||||
|
||||
📁 Key Files:
|
||||
- file path
|
||||
|
||||
(N items shown, updated: HH:MM:SS AM)
|
||||
</working_memory>
|
||||
```
|
||||
|
||||
**Customization**: Modify `formatWorkingMemoryForPrompt()` in `index.ts` to change:
|
||||
- Section emoji/icons
|
||||
- Display format
|
||||
- Item ordering
|
||||
|
||||
### Pressure Warning Format
|
||||
|
||||
```typescript
|
||||
// Injected as:
|
||||
[Memory Pressure: 87% (high) - 156,600/180,000 chars]
|
||||
⚠️ High memory pressure detected. Consider:
|
||||
- Action item 1
|
||||
- Action item 2
|
||||
```
|
||||
|
||||
**Customization**: Modify `formatPressureWarning()` in `index.ts`.
|
||||
|
||||
## Auto-Extraction Heuristics
|
||||
|
||||
### File Path Detection
|
||||
|
||||
```typescript
|
||||
// Detects:
|
||||
- Absolute paths: /users/name/project/file.ts
|
||||
- Relative paths: src/components/Button.tsx
|
||||
- Dot paths: ./utils/helpers.ts
|
||||
- Tilde paths: ~/project/file.ts
|
||||
```
|
||||
|
||||
**Customization**: Modify regex in `extractFilePaths()`.
|
||||
|
||||
### Error Detection
|
||||
|
||||
```typescript
|
||||
// Detects:
|
||||
- "Error:", "ERROR:", "error:"
|
||||
- Stack traces with "at " prefix
|
||||
- TypeScript errors with "TS####:"
|
||||
```
|
||||
|
||||
**Customization**: Modify `extractErrors()` heuristics.
|
||||
|
||||
### Decision Detection
|
||||
|
||||
```typescript
|
||||
// Detects:
|
||||
- "decided to...", "decision:", "chose to..."
|
||||
- "using X instead of Y"
|
||||
- "will use X approach"
|
||||
```
|
||||
|
||||
**Customization**: Modify `extractDecisions()` heuristics.
|
||||
|
||||
## Environment Variables
|
||||
|
||||
Currently, the plugin does not support environment variables. All configuration is done via constants in `index.ts`.
|
||||
|
||||
**Future Enhancement**: Consider adding `.env` support for:
|
||||
```
|
||||
OPENCODE_WM_CORE_GOAL_LIMIT=1000
|
||||
OPENCODE_WM_POOL_DECAY_GAMMA=0.85
|
||||
OPENCODE_WM_SWEEP_INTERVAL=500
|
||||
**Note**: After customization, rebuild the plugin:
|
||||
```bash
|
||||
npm run build
|
||||
```
|
||||
|
||||
## Performance Tuning
|
||||
@@ -253,123 +123,83 @@ OPENCODE_WM_SWEEP_INTERVAL=500
|
||||
### High-Frequency Sessions (500+ messages)
|
||||
|
||||
```typescript
|
||||
// Aggressive pruning
|
||||
const PRUNE_THRESHOLD_NORMAL = 30;
|
||||
const PRUNE_THRESHOLD_AGGRESSIVE = 20;
|
||||
|
||||
// Faster decay
|
||||
const POOL_DECAY_GAMMA = 0.75;
|
||||
|
||||
// More frequent sweeps
|
||||
const SWEEP_INTERVAL = 250;
|
||||
// Reduce memory overhead
|
||||
const HOT_STATE_LIMITS = {
|
||||
maxRenderedChars: 800, // Reduced
|
||||
maxActiveFilesRendered: 5, // Reduced
|
||||
maxOpenErrorsRendered: 2, // Reduced
|
||||
};
|
||||
```
|
||||
|
||||
### Long-Running Sessions (Multi-day)
|
||||
|
||||
```typescript
|
||||
// Preserve more context
|
||||
const POOL_MAX_ITEMS = 100;
|
||||
const COMPACTION_KEEP_ITEMS = 20;
|
||||
|
||||
// Slower decay
|
||||
const POOL_DECAY_GAMMA = 0.90;
|
||||
|
||||
// Longer TTL
|
||||
const SWEEP_TTL_DAYS = 14;
|
||||
const LONG_TERM_LIMITS = {
|
||||
maxEntries: 40, // Increased
|
||||
targetRenderedChars: 5000, // Increased
|
||||
};
|
||||
```
|
||||
|
||||
### Memory-Constrained Environments
|
||||
|
||||
```typescript
|
||||
// Strict limits
|
||||
const CORE_MEMORY_LIMITS = {
|
||||
goal: 500,
|
||||
progress: 1000,
|
||||
context: 800,
|
||||
const LONG_TERM_LIMITS = {
|
||||
maxRenderedChars: 3000,
|
||||
maxEntries: 15,
|
||||
};
|
||||
|
||||
const POOL_MAX_ITEMS = 20;
|
||||
|
||||
// Aggressive pruning
|
||||
const PRUNE_THRESHOLD_NORMAL = 20;
|
||||
const HOT_STATE_LIMITS = {
|
||||
maxRenderedChars: 600,
|
||||
maxActiveFilesRendered: 4,
|
||||
};
|
||||
```
|
||||
|
||||
## Debugging Configuration
|
||||
|
||||
### Enable Verbose Logging
|
||||
|
||||
Add `console.log()` statements in key functions:
|
||||
|
||||
```typescript
|
||||
// In loadCoreMemory()
|
||||
console.log("[Core Memory] Loaded:", memory);
|
||||
|
||||
// In applyDecay()
|
||||
console.log("[Pool Decay] Pruned items:", prunedCount);
|
||||
|
||||
// In sweepToolOutputCache()
|
||||
console.log("[Sweep] Deleted files:", deletedCount);
|
||||
```
|
||||
## Debugging
|
||||
|
||||
### Inspect Memory Files
|
||||
|
||||
```bash
|
||||
# Core memory
|
||||
cat .opencode/memory-core/<sessionID>.json | jq
|
||||
# Workspace memory
|
||||
cat ~/.local/share/opencode-working-memory/workspaces/*/workspace-memory.json | jq
|
||||
|
||||
# Working memory
|
||||
cat .opencode/memory-working/<sessionID>.json | jq
|
||||
|
||||
# Pressure state
|
||||
cat .opencode/memory-working/<sessionID>_pressure.json | jq
|
||||
|
||||
# Sweep log
|
||||
cat .opencode/memory-working/<sessionID>_sweep.json | jq
|
||||
# Session state
|
||||
cat ~/.local/share/opencode-working-memory/workspaces/*/sessions/*.json | jq
|
||||
```
|
||||
|
||||
## Migration Notes
|
||||
### Clear Workspace Memory
|
||||
|
||||
### Upgrading from Pre-Phase 3
|
||||
|
||||
Old format files are automatically migrated:
|
||||
|
||||
```typescript
|
||||
// Old format
|
||||
{ items: Array<Item> }
|
||||
|
||||
// New format (auto-migrated)
|
||||
{ slots: { error: [], decision: [], ... }, pool: [...] }
|
||||
```bash
|
||||
# Remove workspace memory (start fresh)
|
||||
rm ~/.local/share/opencode-working-memory/workspaces/*/workspace-memory.json
|
||||
```
|
||||
|
||||
No manual intervention required.
|
||||
### Clear Session State
|
||||
|
||||
### Upgrading from Phase 3 to Phase 4.5
|
||||
|
||||
Storage governance is backward compatible. No migration needed.
|
||||
```bash
|
||||
# Remove all session states
|
||||
rm ~/.local/share/opencode-working-memory/workspaces/*/sessions/*.json
|
||||
```
|
||||
|
||||
## Best Practices
|
||||
|
||||
1. **Core Memory Discipline**:
|
||||
- Clear `goal` immediately after task completion
|
||||
- Keep `progress` concise (use checklist format)
|
||||
- Only put actively edited files in `context`
|
||||
1. **Workspace Memory Hygiene**:
|
||||
- Let the plugin extract memories automatically
|
||||
- Use explicit "remember this" for important information
|
||||
- Don't manually edit memory files unless testing
|
||||
|
||||
2. **Working Memory Hygiene**:
|
||||
- Clear `error` slot after fixing all errors (`working_memory_clear_slot`)
|
||||
- Let pool decay naturally (avoid manual removal unless necessary)
|
||||
- Review working memory periodically (use `working_memory_read`)
|
||||
2. **Session State**:
|
||||
- Let the plugin track active files automatically
|
||||
- Errors are cleared when commands succeed
|
||||
- No manual intervention needed
|
||||
|
||||
3. **Pressure Management**:
|
||||
- Respond to "moderate" warnings proactively
|
||||
- Compress core memory at "high" pressure
|
||||
- Clear working memory at "critical" pressure
|
||||
|
||||
4. **Storage Maintenance**:
|
||||
- Let sweep run automatically (no manual intervention)
|
||||
- Delete old session files manually if needed
|
||||
- Monitor `.opencode/` directory size periodically
|
||||
3. **Memory Extraction**:
|
||||
- Use `<workspace_memory_candidates>` during compaction
|
||||
- Follow the pattern: `- [type] text`
|
||||
- Quality gate rejects invalid candidates
|
||||
|
||||
---
|
||||
|
||||
**Last Updated**: February 2026
|
||||
**Configuration File**: `index.ts` (constants section)
|
||||
**Last Updated**: April 2026
|
||||
**Configuration File**: `src/types.ts`
|
||||
+76
-12
@@ -10,7 +10,7 @@ Add to your `~/.config/opencode/opencode.json`:
|
||||
}
|
||||
```
|
||||
|
||||
Restart OpenCode. The plugin is downloaded and installed automatically — no `npm install` needed.
|
||||
Restart OpenCode. The plugin activates automatically — no manual setup needed.
|
||||
|
||||
> **Note**: The correct key is `plugin` (singular), not `plugins`.
|
||||
|
||||
@@ -22,19 +22,44 @@ Restart OpenCode. The plugin is downloaded and installed automatically — no `n
|
||||
|
||||
## Verification
|
||||
|
||||
After restarting OpenCode, ask your agent:
|
||||
After restarting OpenCode, memory context appears automatically in system prompts. You'll see:
|
||||
|
||||
```
|
||||
Use core_memory_read to show me what you remember
|
||||
<workspace_memory>
|
||||
- [decision] ... (if any long-term memories exist)
|
||||
</workspace_memory>
|
||||
|
||||
---
|
||||
<workspace_memory_candidates>
|
||||
- [project] ... (candidates for long-term memory)
|
||||
</workspace_memory_candidates>
|
||||
|
||||
Active Files:
|
||||
- path/to/file.ts (action, count)
|
||||
|
||||
Open Errors: (none, or listed)
|
||||
```
|
||||
|
||||
If the tool responds, the plugin is active.
|
||||
**No tools to call**. The plugin works automatically via hooks.
|
||||
|
||||
## How Memory Works
|
||||
|
||||
### Workspace Memory (Long-term)
|
||||
|
||||
Persists across sessions. Automatically extracted during compaction when you say "remember this" or when important decisions are made.
|
||||
|
||||
### Hot Session State (Short-term)
|
||||
|
||||
Tracks current session:
|
||||
- Active files (what you're working on)
|
||||
- Open errors (unresolved issues)
|
||||
- Recent decisions (for compaction candidate promotion)
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
### Plugin Not Loading
|
||||
|
||||
**Symptom**: No `core_memory_update` tool available
|
||||
**Symptom**: No memory context in system prompt
|
||||
|
||||
**Solution**:
|
||||
1. Check `~/.config/opencode/opencode.json` uses `"plugin"` (not `"plugins"`)
|
||||
@@ -43,11 +68,21 @@ If the tool responds, the plugin is active.
|
||||
|
||||
### Memory Files Not Created
|
||||
|
||||
**Symptom**: No `.opencode/memory-core/` or `.opencode/memory-working/` directories
|
||||
**Symptom**: No `~/.local/share/opencode-working-memory/` directory
|
||||
|
||||
**Solution**:
|
||||
1. Ensure OpenCode has write permissions in project directory
|
||||
2. Trigger memory operations (e.g., use `core_memory_update` tool)
|
||||
1. Ensure OpenCode has write permissions in home directory
|
||||
2. Trigger memory operations by working normally (plugin creates files on-demand)
|
||||
3. Check that plugin is listed in config
|
||||
|
||||
### Memory Not Persisting
|
||||
|
||||
**Symptom**: Workspace memory empty after restart
|
||||
|
||||
**Solution**:
|
||||
1. Verify you're in the same workspace (different workspace = different memory)
|
||||
2. Ensure `<workspace_memory_candidates>` were captured during compaction
|
||||
3. Check `workspace-memory.json` exists
|
||||
|
||||
### Type Errors During Development
|
||||
|
||||
@@ -56,16 +91,45 @@ If the tool responds, the plugin is active.
|
||||
**Solution**:
|
||||
1. Run `npm install` to install dev dependencies
|
||||
2. Run `npm run typecheck` to check for errors
|
||||
3. See [AGENTS.md](../AGENTS.md) for code style guidelines
|
||||
3. Run `npm test` to verify functionality
|
||||
|
||||
## Uninstallation
|
||||
|
||||
Remove `"opencode-working-memory"` from the `plugin` array in `~/.config/opencode/opencode.json`.
|
||||
|
||||
Memory files in `.opencode/memory-*` will persist unless manually deleted.
|
||||
Memory files in `~/.local/share/opencode-working-memory/` persist unless manually deleted.
|
||||
|
||||
## Manual Memory Management
|
||||
|
||||
### View Workspace Memory
|
||||
|
||||
```bash
|
||||
cat ~/.local/share/opencode-working-memory/workspaces/*/workspace-memory.json | jq
|
||||
```
|
||||
|
||||
### View Session State
|
||||
|
||||
```bash
|
||||
cat ~/.local/share/opencode-working-memory/workspaces/*/sessions/*.json | jq
|
||||
```
|
||||
|
||||
### Clear Workspace Memory
|
||||
|
||||
```bash
|
||||
rm ~/.local/share/opencode-working-memory/workspaces/*/workspace-memory.json
|
||||
```
|
||||
|
||||
### Clear All Session States
|
||||
|
||||
```bash
|
||||
rm -rf ~/.local/share/opencode-working-memory/workspaces/*/sessions/*.json
|
||||
```
|
||||
|
||||
## Next Steps
|
||||
|
||||
- Read [Architecture Documentation](./architecture.md) to understand how memory tiers work
|
||||
- Read [Architecture Documentation](./architecture.md) to understand how the three layers work
|
||||
- See [Configuration Guide](./configuration.md) for customization options
|
||||
- Check [AGENTS.md](../AGENTS.md) for development guidelines
|
||||
|
||||
---
|
||||
|
||||
**Last Updated**: April 2026
|
||||
Reference in New Issue
Block a user