continuous-learning

name	continuous-learning
description	Capture and organize learnings after each diamond completion or significant discovery to create reusable knowledge

Continuous Learning Skill

When to Use This Skill

Use this skill whenever:

• A Learn & Feed phase completes
• A Discovery or Implementation Diamond finishes
• A significant discovery is made during any phase
• An agent learns something that could improve future actions

What This Skill Does

This skill ensures all learnings are properly captured, condensed, and organized for future reuse.

Workflow

Step 1: Identify the Learning

Ask: "What did we learn that is new and reusable?"

Categorize the learning:

• Skill - reusable pattern for >=2 future tasks
• Agent behavior - changes how an agent should act
• Workflow - process/methodology improvement
• Reference - one-off insight for documentation only

Step 2: Create or Update Skills

If the learning is reusable (>=2 tasks), create a skill:

Location: .opencode/skills/[skill-name]/SKILL.md

---
name: <skill-name>
description: <what this skill does and when to use it>
---

# Skill Content

Step 3: Update Agent Files

If the learning changes agent behavior, update the relevant agent file:

• Edit .opencode/agent/[agent].md
• Add new instructions under appropriate section

Step 4: Update Documentation

For long-term reference, create or update docs:

Learning Type	Location
Technical	.opencode/docs/technical/
Workflow/Process	.opencode/docs/process/
Project-specific	.maestro/[project]/learned-report.md

Step 5: Register the Learning

Add entry to .opencode/learnings/registry.md:

## [Date] - [Learning Title]
- **Type:** skill/agent/workflow/reference
- **Source:** Which diamond/event
- **Summary:** 1-2 sentence description
- **Location:** Link to where it's stored
- **Confidence:** 🔴🟡🟢

Documentation Standards

• Use templates from .opencode/docs/templates/
• Include confidence level (🔴🟡🟢) on each learning
• Link related learnings across files
• Tag for searchability

Key Principles

• Condense, don't just记录 - Write reusable rules, not raw notes
• If in doubt, create it - Better to have it and not need it
• Link everything - Cross-reference related learnings
• Review registry monthly - Consolidate similar learnings