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MethodologyDeveloperMixed
Self-Improving Loop
An agent that learns from every correction.
39€incl. VAT
Instant download after purchaseinstall.sh — one command, doneSecure checkout (Lemon Squeezy)14-day money back
Description
PRODUCE→CRITIQUE→VERIFY as a named, three-part cycle: your agent learns from corrections (PRODUCE), consolidates lessons via the /dream command (CRITIQUE), and checks new tasks against docs/lessons/ (VERIFY) — instead of starting every session from zero.
Plug & play installation
Every pack ships with an install.sh — unzip, one command, done. Rules, agents, skills and hooks land in the right places in your project automatically.
unzip self-improving.zip && cd self-improving bash install.sh /path/to/your/project
Requirements
- macOS / Linux (bash)
- Claude Code, Cursor or a compatible agent
Use cases
- Permanently eliminate recurring mistakes
- Persist team knowledge in docs/lessons/
- Extract learnings after big features
Features
- Lessons system & feedback loop
- /dream consolidation command
- File-based agent memory (docs/lessons/)
What's inside?
- lessons-system.md
- produce-critique-verify.md
- commands/dream.md
- consolidation-prompt.md
- README.md + LICENSE.txt
- install.sh — plug & play installer
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License & sharing
- One license per developer/seat — use in your own (including commercial) projects is allowed.
- Adapting and extending for your own use is explicitly encouraged.
- Not allowed: reselling or redistributing the files as a standalone product — modified or not.
- Team licenses from 5 seats: store@appiq-solutions.com
Source: self-improving, /dream, agent-memory