recall

Pre-load relevant wiki context to ground architectural answers during subsystem exploration.

Updated Apr 14, 2026
One-click install
npx skills add https://github.com/ImLp/claude-caide --skill recall-imlp
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: recall
Source: https://github.com/ImLp/claude-caide/tree/main/.claude/skills/recall
Command: npx skills add https://github.com/ImLp/claude-caide --skill recall-imlp

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Recall addresses the knowledge gap when exploring large codebases by pre-loading the most relevant wiki context to ground answers and reduce hallucinations.

Core Features & Use Cases

  • Pre-loads context for architectural Q&A at session start or focus switches.
  • Uses qmd semantic search when available; falls back to wiki/index.md when needed.
  • Summarizes loaded context and surfaces key facts like module roles, dependencies, and ADR status; notes gaps for follow-up.

Quick Start

Initiate a recall by typing /recall followed by an optional topic to preload the most relevant wiki context for your current focus.

Frequently Asked Questions about recall

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I pre-load wiki context to reduce hallucinations during codebase exploration?

Pre-loading wiki context reduces hallucinations by surfacing relevant architectural facts before answering. The recall skill runs at session start or focus switches, reading loaded pages to ground responses with module roles, dependencies, and ADR status.

How does semantic search work for loading architectural context?

Semantic search for loading architectural context uses qmd to find and pre-load the most relevant wiki pages. When qmd is unavailable, it falls back to reading wiki/index.md to gather available subsystem documentation.

What is the best way to ground architectural answers when exploring large subsystems?

Grounding architectural answers requires summarizing loaded wiki context to surface key facts like module roles and dependencies. The recall skill identifies gaps in documentation and notes them for follow-up before providing a response.

Can I use recall to load context for a specific topic at session start?

Yes, you can load context for a specific topic at session start by typing /recall followed by the optional topic. This pre-loads the most relevant wiki pages to align responses with your current focus area.

Do I need qmd installed to use the recall skill for session management?

You do not need qmd installed to use the recall skill for session management. It uses qmd semantic search when available but automatically falls back to wiki/index.md to load relevant architectural context.

What limitations exist when falling back to wiki/index.md without qmd semantic search?

Falling back to wiki/index.md without qmd semantic search limits context loading to manual index traversal rather than semantic matching. The skill still summarizes available page content and notes documentation gaps, but may lack deep relevance ranking.