context-recall

Extract goal tags and score M3 episodes and M2 patterns for top-k ranking.

Updated Apr 8, 2026
One-click install
npx skills add https://github.com/yiwei79/azoth --skill context-recall-yiwei79
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: context-recall
Source: https://github.com/yiwei79/azoth/tree/main/.opencode/skills/context-recall
Command: npx skills add https://github.com/yiwei79/azoth --skill context-recall-yiwei79

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Context-recall helps teams surface relevant prior knowledge from memory before architect planning or SURVEY sessions, reducing cold-start risk.

Core Features & Use Cases

  • Tag extraction from goals
  • Score M3 episodes
  • Rank and surface top 1-3 prior items for planning
  • Apply recall during SURVEY and Stage 2 entry workflows

Quick Start

Describe your current goal and let context-recall surface the top 1-3 prior items before architect planning.

Frequently Asked Questions about context-recall

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

FAQPage Schema
How do I recall prior context to guide planning sessions?

To recall prior context for planning sessions, extract goal tags from your current objective and score the relevance of stored episodes and patterns to surface the top 1-3 items before the architect begins.

What is context recall and how does it work with memory episodes?

Context recall is the process of retrieving relevant memory episodes by extracting goal tags, scoring those M3 episodes against your current goals, and ranking them to surface the most pertinent prior knowledge.

When should I apply context recall during a SURVEY workflow?

Apply context recall during SURVEY sessions at the very start and during Stage 2 entry to inform the architect before reading codebases or designing a plan, reducing cold-start risk.

How do I handle contradictions or staleness when surfacing prior context patterns?

When surfacing prior context patterns, governance-aware handling automatically evaluates items for contradictions, staleness, and supersession to ensure only valid and current knowledge informs the architect.

Can I use context recall to reduce cold-start risk before architect planning?

Yes, you can use context recall to reduce cold-start risk before architect planning by extracting goal tags and scoring prior memory episodes to surface the most relevant historical items for the session.

Do I need specific dependencies to extract goal tags and rank prior context?

No specific dependencies are required to extract goal tags and rank prior context; the skill operates independently to score M3 episodes and M2 patterns, applying surface rules to top-k ranking.