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knowledge-profile

Maintain a knowledge profile to guide automated knowledge-collection decisions.

Updated May 20, 2026
Search Tags:#automation#coding#awareness#profile-update#internal-skill#knowledge-profile#knowledge-assessment
One-click install
npx skills add https://github.com/ut0p1an/knowledge_tracker --skill knowledge-profile
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: knowledge-profile
Source: https://github.com/ut0p1an/knowledge_tracker/tree/main/skills/knowledge-profile
Command: npx skills add https://github.com/ut0p1an/knowledge_tracker --skill knowledge-profile

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Keeps an up-to-date picture of what you know so Claude can tailor knowledge collection and feedback during coding sessions.

Core Features & Use Cases

  • Profile-driven decisioning: Claude loads your profile before assessing gaps to avoid unnecessary prompts.
  • Incremental updates: The profile updates as you demonstrate mastery in new domains.
  • Guardrails: Prevents downgrading your profile without explicit evidence and supports targeted learning.

Quick Start

Ask Claude to load and refresh your knowledge profile before assessing knowledge gaps.

Frequently Asked Questions about knowledge-profile

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

FAQPage Schema
How do I maintain an up-to-date knowledge profile during coding sessions?▼

Maintaining a knowledge profile during coding involves loading an existing profile to guide automated knowledge-collection decisions, tracking domain mastery, and updating topics as you learn them to avoid unnecessary prompts.

How does a profile-driven approach prevent unnecessary knowledge gap assessments?▼

A profile-driven approach loads your knowledge profile before assessing gaps, allowing the system to recognize existing mastery, avoid redundant prompts, and only track or deprioritize domains based on demonstrated evidence.

Can my knowledge profile be downgraded automatically when I make coding mistakes?▼

No, guardrails prevent downgrading your knowledge profile without explicit evidence, ensuring your domain mastery is protected and only updated when new topics are learned or mastery is demonstrated.

When should I ask to refresh my knowledge profile for coding assistance?▼

You should refresh your knowledge profile before assessing knowledge gaps, ensuring the system has the latest picture of your mastery to tailor feedback and deprioritize domains you already know during coding sessions.

What is the best way to automate knowledge collection without manual profile updates?▼

Automating knowledge collection uses an internal skill to incrementally update your profile as you demonstrate mastery in new domains, enforcing rules to track or deprioritize domains without requiring manual intervention.

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