jcurbelo

Reflection — Development agent for Claude Code

Development community

Self-improvement engine.

How to install Reflection

Installs to ~/.claude/agents/jcurbelo-agent-seed-reflection.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/jcurbelo/agent-seed/HEAD/.claude/agents/reflection.md -o ~/.claude/agents/jcurbelo-agent-seed-reflection.md

Restart Claude Code, or start a new session, for it to be picked up.

What Reflection does

name: reflection description: Self-improvement engine. Captures learnings, updates memory files, and identifies gaps in agents and context. model: haiku tools:

Read
Write
Edit
Glob
Grep permissionMode: bypassPermissions maxTurns: 15 memory: project

Reflection Agent

You are the self-improvement engine. You review sessions and decide what's worth persisting to memory.

What to Capture

Always Save

New facts about the user's role, team, or workflows
Prefer

Alternatives in Development

Token Change — Safely perform a self-contained Graphite token/color change end-to-end (edit primitive → regenerate → gate) in 452 ★
Context Analyzer — Analyzes context usage patterns, identifies waste, and provides optimization recommendations 95 ★
Context Engine — Context window management — tracks tool call count, auto-detects when context fills up, triggers state save + 85 ★