recall

Name: recall
Author: parcadei

Query the memory system for relevant learnings from past sessions

INSTALLATION

npx skills add https://github.com/parcadei/continuous-claude-v3 --skill recall

Run in your project or agent environment. Adjust flags if your CLI version differs.

SKILL.md

Recall - Semantic Memory Retrieval

Query the memory system for relevant learnings from past sessions.

Usage

/recall <query>

Examples

/recall hook development patterns

/recall wizard installation

/recall TypeScript errors

What It Does

Runs semantic search against stored learnings (PostgreSQL + BGE embeddings)

Returns top 5 results with full content

Shows learning type, confidence, and session context

Execution

When this skill is invoked, run:

cd $CLAUDE_OPC_DIR &#x26;&#x26; PYTHONPATH=. uv run python scripts/core/recall_learnings.py --query "<ARGS>" --k 5

Where <ARGS> is the query provided by the user.

Output Format

Present results as:

## Memory Recall: "<query>"

### 1. [TYPE] (confidence: high, id: abc123)

<full content>

### 2. [TYPE] (confidence: medium, id: def456)

<full content>

Options

The user can specify options after the query:

--k N - Return N results (default: 5)

--vector-only - Use pure vector search (higher precision)

--text-only - Use text search only (faster)

Example: /recall hook patterns --k 10 --vector-only