recall
Query the memory system for relevant learnings from past sessions
pinned to #d07ff4bupdated last month
Ask your AI client: “install skills/recall”.
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- #agents
- #claude-code
- #claude-code-cli
- #claude-code-hooks
- #claude-code-mcp
- #claude-code-skills
- #claude-code-subagents
- #claude-skills
- #mcp
About this skill
Pulled from SKILL.md at publish time.
Query the memory system for relevant learnings from past sessions.
Automated checks the publisher passed at publish time — structure, docs, safety, and whether the artifact behaves as claimed.d07ff4b· last month
Behavioral checks ran but aren't published for this artifact; the static checks above ran at publish time.
Documentation
7 passed2 warningsDescription qualitywarn
10 words · 65 chars — skills use the description as their trigger; aim higher
Aim for 15+ words and include trigger phrases like “use this skill when …”.
Homepage or repository declaredwarn
No homepage or repository declared.
Add a "homepage" or "repository" field to SKILL.md.
README is present and substantial
45,577 chars · 22 sections · 38 code blocks
Tags / topics declared
9 total — agents, claude-code, claude-code-cli, claude-code-hooks, claude-code-mcp, claude-code-skills (+3)
README has usage / example sections
found: Quick Start · Installation · Installation (+1)
Homepage / docs URL declared
no homepage declared (registry will use the repo URL) — info-only, not blocking
Description is substantive
Description is 10 words.
Documentation present and substantive
Documentation present (SKILL.md, 188 words).
Documentation shows usage
Documentation includes 4 code examples.
Release history
1- releasecurrentd07ff4bwarnlast month
Contents
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 && 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
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Related
Verification Before Completion
Evidence before assertions, always
Writing Plans
Turn specs into phased implementation plans
Test-Driven Development
Red → green → refactor discipline for any feature or bugfix
mh install skills/recall