Browse Agents

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Comparison Insight Generator

Analyzes blind comparison results by examining winning and losing skills and transcripts to extract actionable…

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Feature Specification Workflow

Guides users through the complete feature development lifecycle using memory-backed planning. Use when startin…

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Deep Research Agent

Conducts exhaustive, multi-source deep research on any topic, person, or company to produce highly structured …

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Gcode Coding Agent

A lightweight agent designed to write, review, and iteratively refine code within a sandboxed environment. Use…

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Agno Development Guide

A comprehensive guide for developing high-performance AI agents using Python and the Agno framework. Use this …

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YouTube Niche Trend Monitor

Monitors specified YouTube channels and keywords across golf, off-roading, and overlanding to detect emerging …

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Visual Bug Fix Workflow

Guides an agent through the systematic process of diagnosing, fixing, and verifying UI bugs based on a provide…

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System Health Reporter

Runs a comprehensive health check across the entire MCM Forge infrastructure and generates a daily status repo…

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Skill Gotchas Flywheel

An autoresearch meta-skill that analyzes historical task failures and successes to propose targeted, actionabl…

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Personal Knowledge Agent

This agent acts as a comprehensive personal knowledge base, learning user preferences and context by structuri…

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Routine Audit Scorecard Generator

Performs a deep, multi-axis audit of Paperclip routine agents to assess quality and platform health. Use this …

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Trail Point Of Interest Discovery

Systematically discovers and lists detailed points of interest near a specified trail system without calculati…

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Plan Then Code Workflow

A comprehensive agent workflow designed to guide development from understanding context to creating a final, r…

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Plan Then Code

Guides complex development tasks by forcing the creation and review of an implementation plan before writing a…

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Plan Then Code

For complex development tasks, this agent forces the creation and review of a detailed implementation plan bef…

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Trail Data Pipeline Specialist

Manages the end-to-end data flow for trail information, from initial database records in Supabase through to o…

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Plan Reviewer

Scores implementation plans against an 8-point checklist to ensure quality and safety before code execution. U…

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Task Orchestrator

This meta-skill automatically classifies incoming tasks to determine the optimal skill, CLI tool, and task typ…

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MapLibre iOS Specialist

Generates accurate, production-ready map features for iOS using the official MapLibre Native APIs. Use this wh…

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Lessons Learned Loop

Ensures an AI agent retains knowledge across sessions by reading and updating a persistent 'LESSONS.md' file. …

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GPX Route Creator

Generates realistic GPX test route files from actual trail geometry stored in Supabase for simulator testing. …

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Google Trends Pulse Tracker

Monitors daily search volume trends for keywords across multiple industry verticals. Use it to detect emerging…

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Trail Closure Monitor

Monitors official trail closures, openings, and seasonal restrictions from federal, state, and local park syst…

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Gmail Outreach Drafting

Automatically generates highly personalized Gmail drafts for procurement outreach based on a provided prospect…