MetaGO Agent Harness (agent runtime control suite) — 100 skills · 112 MCP tools (55+57) / 927 algorithms · 10 axioms · 11 platforms · Engine V2.1.1. Turns agents into disciplined, evolving, traceable living entities.
This repository also configures its own agents. See what metagolifeform tells them →
Skill Claude CodeCodex
A Chinese-language framework for analysing difficult problems through four stages: defining the issue, developing several lines of reasoning, checking them and choosing a conclusion.
Skill Claude CodeCodex needs its repo
A delivery checklist for software work that links each requirement to code, tests, and proof that the result looks right. It includes screenshot comparison, where a new image is checked against a reference image.
Skill Claude CodeCodex
Dependency & Version Manager - specializes in vulnerability scanning, license compliance, version conflict detection, upgrade suggestions, and SBOM generation.
Skill Claude CodeCodex
Deployment Engineer - specializes in private/cloud/edge deployments, Helm charts, canary releases, and rollback.
Skill Claude CodeCodex
Development Engineer - specializes in code generation, completion, explanation, refactoring, documentation, and debugging.
Skill Claude CodeCodex
A response procedure for handling developer corrections or criticism. It calls for checking the relevant evidence, finding the cause of an error, correcting the answer, and recording the lesson for future cases.
Skill Claude CodeCodex
A completion checklist for AI coding agents. Before an agent says a task is finished, it checks that verification ran, no checks failed, and each claimed result has evidence, including a check of the real user-facing behavior.
Skill Claude CodeCodex
A text-based method for estimating a user’s emotional state. It examines emotional words, negation, intensity words, punctuation, message length, and repeated text.
Skill Claude CodeCodex
Continuous Evolution Expert - specializes in tech debt assessment, iteration planning, optimization suggestions, evolution opportunity detection, architecture drift analysis, and evolution roadmap generation.
Skill Claude CodeCodex
An expert role that manages an AI agent through its full lifecycle, from defining its requirements and abilities to packaging, testing, deploying, upgrading, and retiring it. It also designs how multiple agents work together.
Skill Claude CodeCodex
An expert role for measuring how people, teams, or projects contribute value using a six-part scoring model. It also evaluates credit, balance, and possible contribution risks from records such as work logs and output data.
Skill Claude CodeCodex
An industrial-connectivity engineering guide for linking factory equipment such as PLCs, CNC machines and sensors to software systems. It covers industrial communication protocols, digital twins, operational-technology security and compliance standards.
Skill Claude CodeCodex
A Chinese-language system for managing short-term conversation notes, long-term stored knowledge, and reusable skills. It covers saving, finding, updating, and retiring this information over time.
Skill Claude CodeCodex
A design guide for world models: systems that represent an environment, predict what may happen after actions, and help an agent plan. It covers spatial understanding, sensor data, simulation, uncertainty, robotics, and feedback-based model updates.
Skill Claude CodeCodex
A fact-checking and wording-review procedure for statements about outside organizations, partnerships, and other external facts. It labels the confidence and status of claims and flags wording that presents uncertain relationships as established facts.
Skill Claude CodeCodex
A rule system that changes how often an agent creates or improves capabilities based on a calculated system-completeness score. It uses dormant, standby and active states.
Skill Claude CodeCodex
A broad task-execution framework that scans a request from several angles, identifies missing information, anticipates follow-up questions, and produces a complete response.
Skill Claude CodeCodex
Marketing Material Designer - specializes in poster, banner, social graphic, and infographic design.
Skill Claude CodeCodex
A Chinese-language framework for managing knowledge and memory in four layers: facts, stored information, learned patterns and harder-to-explain judgement.
Skill Claude CodeCodex
A framework for creating original ideas, methods, algorithms, architectures, protocols, or capabilities from scratch when existing approaches do not fit.
Skill Claude CodeCodex
A self-improvement process that detects a capability gap, studies what is missing, creates a candidate solution, tests it, and repeats if needed.
Skill Claude CodeCodex
A collection of 19 thinking frameworks for structured reasoning about evidence, decisions, risks, systems, change, ethics, and trade-offs.
Skill Claude CodeCodex
A method for improving an organisation or system through the smallest intervention that addresses its main bottleneck.
Skill Claude CodeCodex
A planning method for mapping an organisation’s stored resources—such as knowledge, relationships, technology, rules and culture—and turning them into action.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: