Productivity & Workflow Agent Skills

Agent Memory MCP

Provides a persistent, searchable knowledge management system for AI agents to store and retrieve long-term project context.

Codebase Research Orchestrator

Generates targeted research questions to help AI agents understand the current state and architecture of a codebase before implementation.

Swarm Coordination & Multi-Agent Orchestration

Orchestrates complex development workflows by decomposing tasks and managing parallel Claude sub-agents with built-in messaging and file locking.

Personal Tool Builder

Builds custom productivity tools, CLI utilities, and local-first applications by focusing on solving personal pain points first.

Phased Implementation Planner

Generates structured, phased development plans based on research findings and design decisions to ensure incremental, testable progress.

Implementation Iteration Manager

Refines code implementations and processes user feedback by analyzing task history, Git diffs, and project documentation.

Codebase Research Iteration

Refines and updates technical research questions based on user feedback and ticket comments.

Always-On Swarm Guidance

Enforces consistent behavior, tool protocols, and model-specific execution patterns across autonomous agent swarms.

CLI Builder for Bun & TypeScript

Builds high-performance TypeScript command-line tools and developer utilities using the Bun runtime.

Swarm Learning Systems

Implements automated feedback loops and pattern optimization to improve AI task decomposition quality based on historical outcomes.

Swarm Agent Coordination

Orchestrates multi-agent workflows to parallelize complex coding tasks and manage collaborative agent swarms.

Always-On Swarm Guidance

Enforces standardized agent behaviors, model-specific defaults, and swarm coordination rules for multi-agent development workflows.

Atlas Project Bootstrap

Bootstraps persistent project memory for AI agents by analyzing directory structures and automating knowledge ingestion.

Spec-Driven Development (SDD)

Enforces a disciplined, specification-first workflow for complex software engineering tasks using automated planning and adversarial review.

Claude Code Status Line Setup

Automates the configuration of the Claude Code status line to provide real-time git context, model info, and token usage insights.

Session Wrap-Up

Streamlines the end-of-session workflow by analyzing completed work, updating documentation, and generating follow-up tasks.

Microsoft Agent Workflows

Builds and orchestrates complex multi-agent workflows using the Microsoft Agent Framework within Claude Code.

STAR Interview Assistant

Generates and validates professional interview responses using the STAR framework grounded in resume evidence.

Development Standards & Guidelines

Enforces core software engineering principles and standardized development workflows for high-quality, maintainable code.

Requirements Clarifier

Transforms vague requirements into precise, actionable technical specifications through structured, iterative questioning.

Context Loader

Manages tiered project context and token usage for efficient multi-agent workflows and session handoffs.

Agent Coordination

Orchestrates multi-agent workflows using a conflict-free QuantumDAG structure for high-speed parallel development.

Release Researcher

Monitors and analyzes GitHub releases from critical repositories to provide actionable update recommendations for the guilde-lite ecosystem.

Spartan Discipline

Implements a Spartan-inspired philosophy and discipline framework to optimize daily routines and creative performance.

Innovation PRD Drafter

Generates concise, one-page Product Requirement Documents (PRDs) optimized for innovation sprints and stakeholder alignment.

Release Researcher

Automates the discovery and analysis of software updates across critical GitHub repositories to maintain environment compatibility.

Error Recovery for Claude Code

Implements cascading recovery strategies to handle tool failures, rate limits, and multi-agent orchestration errors automatically.

Context Loader for Claude Code

Manages tiered project context and session handoffs to optimize token usage and maintain state across multi-agent workflows.

Customer Pilot Packager

Transforms internal innovation projects into structured, sellable pilot offerings and professional POC packages.

Innovation Portfolio Analyzer

Analyzes innovation workbooks and cost tracking data to provide strategic portfolio-level insights and investment recommendations.