Does this skill work with any Claude Code setup?

This skill is specifically designed for the OpenClaw-native workflow and the Agention 'power-pack' for serious agent execution.

How does the confidence distribution report help?

It provides a visual or statistical breakdown of how certain the agent is about its learned patterns, allowing you to flag and review low-confidence data.

What are 'instincts' in this context?

Instincts refer to the learned patterns, behaviors, and procedural knowledge captured by the agent to improve its task execution and decision-making over time.

Why is it important to monitor instinct freshness?

Stale instincts may contain outdated coding practices or project-specific context that is no longer relevant, which can lead to inaccuracies in agent output.

Instinct Pattern Status

Name: Instinct Pattern Status
Author: oabdelmaksoud

byoabdelmaksoud

0•

分析与监控

Monitors and reports the health, freshness, and confidence distribution of learned agentic patterns and internal instincts.

The Instinct Pattern Status skill provides critical observability into an agent's internal learning system by tracking 'instincts'—the learned behaviors and patterns captured during execution. It allows developers to generate detailed reports on the volume, freshness, and confidence levels of these patterns, making it easier to manage the agent's state. By identifying stale entries and providing evidence-based health checks, this skill ensures that the agent's procedural knowledge remains accurate, reliable, and up-to-date within the OpenClaw ecosystem.

主要功能

01Tracks instinct freshness to identify outdated or obsolete data

02Translates legacy ECC intents into native OpenClaw-compatible tool workflows

03Analyzes confidence distribution to evaluate the reliability of learned behaviors

040 GitHub stars

05Identifies stale entries for proactive maintenance and cleanup

06Generates comprehensive state summaries of learned agent patterns

使用场景

01Auditing the reliability and health of an agent's learned instincts during complex development cycles

02Performing routine health checks on the agent's state to ensure data freshness and accuracy

03Troubleshooting agent performance degradation by identifying low-confidence pattern clusters

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add oabdelmaksoud/agention ecc-cmd-instinct-status

For use in Claude.ai and ChatGPT

主要功能

01Tracks instinct freshness to identify outdated or obsolete data

02Translates legacy ECC intents into native OpenClaw-compatible tool workflows

03Analyzes confidence distribution to evaluate the reliability of learned behaviors

040 GitHub stars

05Identifies stale entries for proactive maintenance and cleanup

06Generates comprehensive state summaries of learned agent patterns

使用场景

01Auditing the reliability and health of an agent's learned instincts during complex development cycles

02Performing routine health checks on the agent's state to ensure data freshness and accuracy

03Troubleshooting agent performance degradation by identifying low-confidence pattern clusters

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add oabdelmaksoud/agention ecc-cmd-instinct-status

For use in Claude.ai and ChatGPT