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Help AI agents remember failures and avoid repeating the same mistakes.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "io.github.aibenyclaude-coder/kira" MCP server from askskill: Run: claude mcp add 'io-github-aibenyclaude-coder-kira' -- npx -y kira-mcp
Enable Kira for my coding agent. Record the causes, fixes, and prevention rules from the last 20 failed tasks, and check for similar past mistakes before starting a new task.
A reusable failure memory is created for the agent and automatically referenced in future coding tasks.
Connect this deployment automation workflow to Kira. If the agent previously failed due to missing environment variables, wrong command order, or insufficient permissions, record those cases and proactively check them before the next run.
The tool captures common failure patterns and prompts the agent to run targeted pre-checks before execution.
Use Kira to track my research agent’s mistakes in information gathering, such as missed sources, misunderstood requirements, or messy output structure, and turn them into rules the agent must follow next time.
A set of improvement rules based on past failures helps the research agent become more reliable and higher quality.
Provide preset rules that standardize code quality and design for AI coding assistants.
Provides reusable AI agent skills for Clawdbot, Claude Code, and Codex.
Semantically search a local skill library and load only relevant skills on demand.
Generate reusable AI agent skills and draft configs from website documentation.
Create, refine, and troubleshoot AI skills, specs, invocation, and compatibility.
Equip any AI model with open-source research and engineering skills.