memento

Route tasks to best-performing skills using execution history and failure patterns.

17|3|Updated Jan 23, 2026
One-click install
npx skills add https://github.com/insightflo/claude-impl-tools --skill memento-insightflo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: memento
Source: https://github.com/insightflo/claude-impl-tools/tree/main/plugin/skills/memento
Command: npx skills add https://github.com/insightflo/claude-impl-tools --skill memento-insightflo

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Memory-based skill routing and health monitoring to optimize task outcomes by leveraging execution experience and adaptive improvements.

Core Features & Use Cases

  • Logs skill outcomes to build an experience memory and dashboard for health checks.
  • Routes tasks to the best performing skill using a blend of rules and historical data.
  • Detects failure patterns and suggests concrete improvements or guardrails (e.g., harness generation).
  • Supports governance, cross-project knowledge, and ecosystem optimization.

Quick Start

Invoke /memento health to view the ecosystem dashboard or use /memento route with a task description to get a recommended skill.

Frequently Asked Questions about memento

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How does experience-based skill routing improve task execution outcomes?▼

Experience-based skill routing improves outcomes by logging execution history and directing tasks to the best performing skills. It blends rules with historical data to select the most effective path for your task.

How do I monitor skill health across a multi-project ecosystem?▼

You monitor skill health across a multi-project ecosystem by invoking the governance dashboard. It logs skill outcomes to build an experience memory, providing health checks and ecosystem optimization metrics.

Can I analyze failure patterns to generate test harnesses for my skills?▼

Yes, you can analyze failure patterns to generate optional test harnesses. The system detects performance issues and suggests concrete improvements or guardrails based on your execution history.

What is the best way to route a task to an optimal skill using historical data?▼

The best way to route a task is using the routing command with your task description. It evaluates execution memory and applies experience-weighted rules to recommend the best performing skill for the job.

Does skill routing work for cross-project governance and optimization?▼

Yes, skill routing works for cross-project governance and optimization. It spans multi-project ecosystems, using shared knowledge and failure patterns to continuously improve task routing and outcomes.

Why are my tasks routed to the wrong skill despite having existing rules?▼

Tasks route poorly without execution history because routing relies on blending rules with experience memory. Logging skill outcomes builds the historical data needed to detect failure patterns and optimize routing.