metacognition

by velumkai · documents · python, bash, rails, database, skill

Self-evolving behavioral geometry and metacognitive lens for AI agents. Tracks perceptions, overrides, protections, self-observations, decisions, and curiosities that evolve from every experience. Use when the agent needs to learn from mistakes, develop self-awareness, track confidence in decisions, maintain behavioral guardrails from failures, preserve emergent behaviors, or cultivate active curiosities. Triggers on all conversations, corrections, errors, and reflective moments. Also use whe...

Source: https://github.com/velumkai/metacognition-skill

Install

git clone https://github.com/velumkai/metacognition-skill

Tags: python, bash, rails, database, skill

⭐ 12 GitHub stars · Source: skillsdirectory

About documents MCP servers and Claude skills

documents MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.

metacognition is one of hundreds of documents entries indexed on Skiln. Browse the full documents category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.

Related documents MCPs and skills

  • Afrexai Release Notes by GeorgeDoors888

    Generate clear, professional release notes from git commits, PRs, or a plain list of changes. Outputs formatted changelogs your users actually want to read.

  • Skill Refiner by GeorgeDoors888

    Audit and fix all skills in the workspace for compliance with skill-creator requirements. Use when asked to "refine skills", "audit skills", "check skill quality", or "fix non-compliant skills". Exhaustively searches the entire workspace (not just skills/) to find every SKILL.md, then audits and repairs each one.

  • Style Ai Writing by wasabeef

    Detect mechanical AI patterns and improve to natural text. Trigger with "check for AI-ness", "detect mechanical writing", "make it sound natural", "fix AI-like text".

  • mansplain by mwunsch

    Generate mdoc(7) man pages from source material. Use when the user asks to create, update, or add a man page to a project. Handles commands (section 1), config files (section 5), and overviews (section 7). Produces idiomatic mdoc source compatible with mandoc and groff.

  • pm-group-interview by YuLinzhong

    产品经理群面方案生成。给定群面题目，快速生成结构化答题方案（markdown），包含题目解析、时间规划、方案大纲、方案内容及思维导图。

  • Topics by jamierpond

    yapi is a CLI-first, git-friendly API client. You define requests in YAML files and run them from the terminal. No GUI, no accounts, no state — just files and a binary.

  • lnget by lightninglabs

    HTTP client with automatic L402 Lightning micropayment support

  • notification-mcp by ch1y1z1

    Enables sending push notifications via Bark and PushDeer services, supporting message, markdown, and image notifications.

Frequently asked questions

How do I install metacognition?

Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.

Which clients support metacognition?

Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.

Is metacognition free?

The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.