correction-memoryMakes agent corrections persistent and reusable. When you override, reject, or correct an agent's output, this skill logs the correction and automatically in...
Install via ClawdBot CLI:
clawdbot install donovanpankratz-del/correction-memoryGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 22, 2026
A team uses an AI coding assistant that repeatedly makes the same syntax errors across sessions. This skill logs corrections like preferring require() over import, ensuring future code generation adheres to team standards without manual re-teaching.
An agency employs AI writers that often deviate from brand voice or formatting guidelines. Corrections on tone and structure are persisted, so new content automatically aligns with client expectations, reducing editing time.
A company uses AI agents to handle support tickets but faces repeated inaccuracies in responses. This skill logs corrections for common queries, improving answer consistency and reducing escalations to human agents.
An online learning platform integrates AI tutors that sometimes provide outdated or incorrect explanations. Corrections on factual errors are stored, ensuring students receive accurate information in future interactions.
A studio uses AI for world-building tasks but encounters repeated lore inconsistencies. Corrections on character backstories or setting details are injected into new sessions, maintaining narrative coherence.
Offer this skill as part of a premium AI agent platform, charging monthly fees for persistent correction memory. Revenue comes from enterprises needing reliable, self-improving AI assistants across teams.
Provide custom integration services for companies using OpenClaw, helping them deploy and tailor the correction memory skill. Revenue is generated through project-based fees and ongoing support contracts.
Release a free version with basic correction logging and charge for advanced features like cross-session analytics or priority support. Revenue streams from upgrades and add-ons for heavy users.
💬 Integration Tip
Ensure the agent-context-loader is properly installed for automatic injection; manually add spawn logic if not using intent-engineering to avoid missed corrections.
Scored Apr 19, 2026
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
Stop waiting for prompts. Keep working.
Turn OpenClaw into a learning-loop agent with seeded workspace rules, skill promotion, reflective memory, and proactive maintenance.
Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks
Complete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.
Billions decentralized identity for agents. Link agents to human identities using Billions ERC-8004 and Attestation Registries. Verify and generate authentic...