superpowers
claudecodexCore skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
15 skills · hooks
obra/superpowers 316,836
claude
failure-learning-rl
RL agent that learns from each failed attempt, changes its approach, and retries until it succeeds. Includes a /rl-demo command and an adaptation skill.
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Plugin failure-learning-rl from marketplace osama-rl-plugins in osamagweaa/failure-learning-rl-marketplace. Commands read from the repo's manifest — 1 month ago.
What it installs
Skills (1)
failure-learning-rlThis skill should be used when the user asks to "build a reinforcement learning agent that learns from failure", "retry until success with RL", "make an agent learn from its mistakes", "train a Q-learning agent", or wants to adapt, tune, or extend the bundled fail-learn-retry gridworld agent.
Slash commands (1)
/failure-learning-rl:rl-demoTrain the fail-learn-retry RL agent until it solves the gridworld
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