search-memory

# Search Memory

This skill searches memory episodes using keywords or feature descriptions.

## Instructions for Agent

### 1. Parse Query

Extract keywords from the user's query:
- Split on spaces
- Lowercase for case-insensitive search
- Identify potential:
  - Feature names (e.g., "auth validator", "key vault isolation")
  - Technologies (e.g., "Azure", "Dynamics")
  - Date references (convert to search terms if possible)

### 2. Call Python Script

Execute the query_memory.py script:

```bash
cd /path/to/.prototype-plugin
python scripts/query_memory.py search-memory \
  --config-repo /path/to/yoshiwatanabe-configurations \
  --query "{query}" \
  --limit {limit}
```

### 3. Parse Results

Expected JSON output:
```json
[
  {
    "episode_id": "ep-12345abcd",
    "timestamp": "2026-01-31T14:30:00Z",
    "machine": "work-main",
    "os": "windows",
    "repository": "dynamics-solutions",
    "branch": "feature/auth-validator",
    "commit": "abc123def456",
    "summary": "Completed auth validator test implementation",
    "keywords": ["auth", "validator", "test", "dynamics"],
    "tags": ["azure-devops", "testing"]
  },
  ...
]
```

### 4. Format and Display

Present matching episodes:

```
Found 3 memory episodes matching "Azure key vault isolation":

1. Azure Key Vault secret isolation feature (Dec 15, 2025)
   Repository: azure-infra
   Branch: feature/keyvault-isolation
   Commit: abc123d
   Machine: work-main (Windows)

   Completed implementation of key vault secret isolation
   for multi-tenant environments.

2. Key vault configuration update (Dec 10, 2025)
   Repository: azure-infra
   Branch: main
   Commit: def456a
   Machine: work-devbox (WSL)

   Updated key vault access policies to support isolation.

...

Use episode ID to view full details (stored in memory/episodes/).
```

Highlight:
- **Best matches** (all keywords present)
- **Most recent** episodes first
- **Repository and branch** for context
- **Commit hash** for reference

### 5. Provide Cont