recall

Original：🇺🇸 English
Translated

Query the memory system for relevant learnings from past sessions

2installs
Sourceparcadei/continuous-claude-v3
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NPX Install

npx skill4agent add parcadei/continuous-claude-v3 recall

Tags

Translated version includes tags in frontmatter
semantic-memory-retrievalpostgresql-embeddingsbge-embeddingsai-memory-systemrecall-skill

SKILL.md Content

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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

  1. Runs semantic search against stored learnings (PostgreSQL + BGE embeddings)
  2. Returns top 5 results with full content
  3. Shows learning type, confidence, and session context

Execution

When this skill is invoked, run:
bash
cd $CLAUDE_OPC_DIR && 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